Welcome to my Website!

I received my PhD with honour from the Department of Electrical and Computer Engineering of the University of Patras in 1999.
I received my diploma in Electrical and Computer Engineering in 1992 from the Aristotle University of Thessaloniki.
Currently, I hold the academic position of the  Professor in the Dept. of Department of Informatics and Telecommunications of the University of Ioannina is based in Arta.

 

My main research interests include:

* Soft computing techniques and Computational Intelligence
* Fuzzy Cognitive Maps, Fuzzy Logic, Neural Networks, Support Vector Machines
* Knowledge based systems
* Modeling Complex Systems
* Intelligent Systems
* Decision Support systems for Medical applications
* Biosignal processing and analysis
* Medical Decision Support Systems
* Hierarchical Systems and Supervisory Control
* Intelligent Manufacturing Systems

 

My CV is available here (in greek language) 

 

Contact Information
Department of Informatics and Telecommunications of the University of Ioannina
47100 Kostakioi, Arta, GREECE
Tel./Fax: +30 26810 50330 / 50234
E-mail: stylios[at]uoi.gr

Workshops & Conferences

Since 1994, I have participated in the following conferences and workshops:

  • 18th IFAC World Congress, 28th August -2nd September 2011, Milano, Italy
  • The 7th IEEE Conference on Automation Science and Engineering (CASE 2011), August 24-27, 2011, Tieste, Italy (session co-chair)
  • 19th Mediterranean Conference on Control and Automation (MED 2011), 20-23 June 2011, Corfu, Greece (session co-chair)
  • 20th International Conference on Artificial Neural, ICANN 2010, 15-18 September 2010, Thessaloniki, Greece
  • The 32nd Annual International Conference of the IEEE EMBS, EMBC’10, 31st August-4th September 2010, Buenos Aires, Argentina
  • The 11th International Workshop on Computer Science and Information Technology CSIT’2009, October 5-8, 2009 in Crete, Greece
  • International Joint Conference on Neural Networks, IJCNN 2009, Atlanta, Georgia, USA, June 14-19, 2009
  • MATHMOD 2009 – 6th Vienna International Conference on Mathematical Modelling, Vienna 11-13 February 2009
  • IEEE World Congress on Computational Intelligence (WCCI 2008), Hong-Kong, 1-6 June 2008, China
  • 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2007 August 23-26, 2007, Lyon, France
  • World Congress on Medical Physics and Biomedical Engineering 2006, WC 2006 Congress, 27 August-1 September 2006, Seoul, Korea
  • International Special Topic Conference on Information Technology in Biomedicine, ITAB 2006, Ioannina – Epirus, Greece, October 26-28, 2006
  • 18th Biennial International EURASIP Conference, BIOSIGNAL 2006, 28-30 June 2006, Brno, Czech Republic
  • 3rd European Medical and Biomedical Engineering Conference-IFMBE European Conference on Biomedical Engineering, November 20-25, 2005, Prague, Czech Republic
  • BISCSE 2005 “Forging New Frontiers-40th of Fuzzy Pioneers (1965-2005)” November 2-5, 2005, University of California, Berkeley, Berkeley, California
  • 16th IFAC World Congress (International Federation of Automatic Control), July 4-8, 2005, Prague, Czech Republic
  • Intelligent Manufacturing Systems, IMS 2004, Como, Milano, Italy 17-19 May 2004
  • 11th IEEE Mediterranean conference on Control and Automation, June 18-20, 2003, Rodos, Greece
  • 7th IFAC Workshop on Intelligent Manufacturing systems, IMS2003, 6-8 April, 2003, Budapest, Hungary
  • 4th International Workshop on Computer Science and Information Technology CSIT’02, September 18-20, 2002, University of Patras, Rio, Greece (session co-chairman)
  • 15th IFAC World Congress (International Federation of Automatic Control), Barcelona, Spain July 21-26, 2002 (session co-chairman)
  • 8th International Conference on Advances in Communications and Control, Rethymno, Greece 25-29 June 2001
  • Πανελληνιο Συνεδριο Αυτοματισμου, Ρομποτικης και Βιομηχανικης Παραγωγης-Κτησιβιος, Σαντορινη 28-30 Ιουνιου 2001
  • IEEE International Symposium on Intelligent Control, ISIC 2000, Patras, Greece, July 17-19, 2000
  • IFAC International Symposium on Manufacturing, Modeling, Management and Control-MIM 2000, Patras, Greece, July 12-14, 2000 (session co-chairman)
  • Advanced Summer Institute ASI2000, Bordeaux, France, September 18-20, 2000
  • Intelligent Manufacturing Systems (IMS) Workshop, Roros, Norway, 24-26 January 2000
  • 2nd International Workshop on Intelligent Manufacturing Systems IMS’99, Leuven, September 22-25, 1999
  • 14th World Congress of IFAC (International Federation of Automatic Control), Beijing, China, July 5-9, 1999
  • Second AMETMAS-NOE Workshop, st. Petesburg, Russia, 27-28 May, 1999
  • Intelligent Manufacturing Systems (IMS) Workshop, Edinburgh, United Kingdom, 14-16 April 1999
  • Intelligent Manufacture Systems (IMS) Workshop, Nancy, France, 16-18 September 1998
  • 8th IFAC/IFORS/IMACS/IFIP-LSS’98, Symposium on Large Scale Systems: Theory and Applications, 15-17 July 1998, Patras, Greece
  • Advanced Summer Institute ASI’98, Bremen, Germany, June 14-17, 1998
  • First AMETMAS-NOE Workshop, Sinaia, Romania, 8-9 May, 1998
  • First International Workshop on Intelligent Manufacturing Systems, Lausanne, Switzerland, 15-17 April 1998
  • Intelligent Manufacture Systems (IMS) Workshop, Porto, Portugal, 27-29 September 1997
  • Advanced Summer Institute ASI’97, Budapest, Hungary, July 14-18, 1997 (session co-chairman)
  • Issues and Challenges of Manufacturing and Control Education for the 21st Century, Patras, Greece, June 26-28, 1997
  • European Symposium on Intelligent Techniques, Bari, Italy, March 19-21, 1997
  • Advanced Summer Institute ASI’94, Patras, Greece, June 26-30, 1994.

Scientific Activities

 

Member of Techical Commitee

Member of the TC 5.4 Large Scale Complex Systems of the International Federation of Automatic Control IFAC (2004-2010)
Member of the TC 8.2 Biological and Medical Systems of the International Federation of Automatic Control IFAC (2010-2014)

Guest Editor journal

Special issue of journal «Studies in Informatics and Control» (2002), Vol. 11, No1

Member of Scientific Commitee of International Conference

– The 12th IFIP Working Conference on Virtual Enterprises, PRO-VE’11, Sao Paulo, Brazil, 17-19 October 2011

– The 11th IFIP Working Conference on Virtual Enterprises, PRO-VE’10, Saint-Etienne, France, 11-13 October 2010
– The 5th International Conference on Management and Control of Production and Logistics IFAC MCPL 2010, University of Coimbra, Portugal, September 8-10, 2010
– The 11th International Workshop on Computer Science and Information Technology CSIT’2009, October 5-8, 2009 in Crete, Greece
– The 2007 IEEE/WIC/ACM International Conference on Web Intelligence WI07, November 2-5, 2007, Silicon Valley, USA
– 11th IFAC Symposium on Large Scale Systems: Theory and Applications LSS2007, July 23-25, 2007, Gdansk, Poland
– The 2006 IEEE/WIC/ACM International Joint Conference on Web Intelligence WI2006, December 18-22, 2006, Hong Kong
– 1st IFAC Workshop on Applications of Large Scale Industrial Systems (ALSIS’06) August 30-31, 2006, Helsinki/Stockholm, Finland
-The 2005 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI/IAT 2005), September 19-22, 2005, in Compiegne University of Technology, France
– The international workshop on Modeling and Applied Simulation MAS 2004, October 28-30, 2004, Genoa, Italy
– The 6th International Workshop on Computer Science and Information Technology CSIT’04, October 17-19, 2004, Budapest, Hungary
-10th IFAC Symposium on Large Scale Systems: Theory and Applications LSS2004, July 26-28, 2004, Osaka, Japan
– The 5th International Workshop on Computer Science and Information Technology CSIT’03, September 16-18, 2003 in Ufa, Bashkortostan, Russia
– The 4th International Workshop on Computer Science and Information Technology CSIT’02, September 18-20, 2002, University of Patras, Rio, Greece

Reviewer of scientific papers

    Journals

      – Applied Artificial Intelligence: An International Journal
      – Applied Soft Computing
      – Artificial Intelligence in Medicine
      – Computers in Biology and Medicine: an International Journal
      – Decision Support Systems
      – Fuzzy Set and Systems
      – EURASIP Journal on Advances in Signal Processing
      – IEEE Engineering in Medicine and Biology Magazine
      – IEEE Transactions on Biomedical Engineering
      – IEEE Transactions on Fuzzy Systems
      – IEEE Transactions on Systems, Man, Cybernetics: Part B
      – IET signal processing 
      – Information Sciences
      – Medical & Biological Engineering and Computing
      – The Computer Journal 

    Conferences
      -14th IFAC Symposium “Information control Problems in Manufacturing” INCOM’12, Bucharest, Romania, 
     May 23-25, 2012

     – 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2012), Brisbane, Australia, 10-15 June 
     2012

     – The 12th IFIP Working Conference on Virtual Enterprises, PRO-VE’11, Sao Paulo, Brazil, 17-19 October
     2011

    – The 7th IEEE Conference on Automation Science and Engineering (CASE 2011), August 24-27, 2011, Tieste, 
    Italy 

     – 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 27-30 June 2011, Taipei, Taiwan 

    – 11th IFIP Working Conference on Virtual Enterprises, PRO-VE’10, Saint- Etienne, France, 11-13 October        2010
   – 5th International Conference on Management and Control of Production and Logistics IFAC MCPL2010        University of Coimbra, Portugal, September 8-10, 2010
    – 10th IFAC Symposium on Large Scale Systems: Theory and Applications LSS2004, July 26-28, 2004, Osaka,        Japan
    – European Control Conference ECC’03, 1-4 September, University of Cambridge, UK
    – 5th International Workshop on Computer Science and Information Technology CSIT’03, September 16-18, 
2003 in Ufa, Bashkortostan, Russia
     – 4th International Workshop on Computer Science and Information Technology CSIT’02, September 18-20,        2002, University of Patras, Rio, Greece
     – 1st International Workshop on Intelligent Knowledge Management Techniques IKOMAT’02, 16-18 Sept.        2002, Podere d’Ombriano, Crema, Italy 
     – 15th IFAC World Congress, Barcelona, Spain July 21-26, 2002
     – 2nd Hellenic Conference on Artificial Intelligence, 10-12 April, 2002 Thessaloniki, Greece
     – IFAC Symposium on Manufacturing, Modeling, Management and Control, July 12-14, 2000, University of       Patras, Rio, Greece
     – 8th IEEE Mediterranean Conference on Control & Automation, July 17-19, 2000, University of Patras,       Rio, Greece
     – 15th IEEE International Symposium on Intelligent Control, ISIC 2000, July 17-19, 2000, University of                Patras, Rio, Greece

 Research Experience

* “ICT Systems Addressed to Integrated Logistic Management and decision support for intermodal port and dry port facilities SAIL”

* Coordinator of the project “Metagnosis: a tool to optimal exploitation of research and technological achievements to Technology and Innovation Transfer in the Region of Western Greece” under the programm of Regional Innovation Poles (1/11/2006-15/12/2008)

* Coordinator of the Bilateral project «Intelligent System for analyzing and evaluation of biomedical data using Computational Intelligence methods» Greece-Czech Scientific collaboration (2006-2008)

* Responsible of the Horizontal activities of the programm “Regional Innovation Pole of Western Greece” (1/11/2006-15/12/2008)

* Senior Researcher at EPEAK funded by Greek Government, under Pythagoras Program supporting Post graduate research at Universities, project «Developing new models and methodologies based on Soft Computing for complex diagnosis systems and medical decision support systems» (January 2005-December 2007)

* Senior Researcher at European funded, under Cooperative Actions IST, project CO-DESNET European Virtual Institute on Collaborative Demand & Supply Networks (Augoust 2004-September 2007)

* Senior Researcher at EPEAK funded by Greek Government, under Arximidis Program supporting Researcher at TEI, project «Cognitive Methods and Tools for Decision Support Systems in Speech Therapy» (January 2004-December 2007)

* Senior Researcher at European funded, under Growth, project ADMAN GTC1-2001-43007(Advanced Manufacturing Excellencel) (January 2002-December 2004)

* Senior Researcher at European funded, under IMS programme, project PSIM (Participative Simulation Environment for Integral Manufacturing Enterprise Renewal) (April 2000-April 2002)

* Post doctoral researcher at PENED’99 (program for supporting young researcher under Greek Secretariat for Research and Technology) project entitled «Development of advanced hybrid methods for decision support in medicine» (December 1999-July 2001)

* Researcher at European funded project entitled CO-MIND (Co-operative Evaluation and Dissemination of User Group Requirements by a European Technology Transfer and Education Network, Working Group EP22447) 5/1997-12/1999

* Researcher at PENED’95 (program for supporting young researcher under Greek Secretariat for Research and Technology) project entitled «Development of new control structure with Neural Networks for iteration processes» (3/1997-3/1999)

* Researcher at European funded ESPRIT project SESDIP (Structural Evaluation of Synthesis and Design of Distributed Industrial Processes, Esprit 8924) July 1995-July1996

* Researcher at PAVE’94 (Program for industrial development under Greek Secretariat for Research and Technology) project entitled ‘Automation of cutting process and manipulation of flexible materials’ (November 1994-November 1996)

* Researcher at EPEAEK project entitled «Integrated System for management wide band, data and voice and tele control of university campus establishments» under Greek ministry of Education (December 1996-July 1999)

* Researcher at Intelligent Manufacturing Systems, IMS Working Group, Esprit LTR Project 21955. Project for development the cooperation and exchange ideas among members. Participation at the following meetings: Porto, Portugal (27-29/9/1997), Lausanne, Switzerland (15-17/4/1998), Bremen, Germany (17/6/1998), Nancy, France (16-18/9/1998), Kopenhagh, Denmark (4/6/1999), Edinburgh, United Kingdom, (14-16 April 1999), Leuven, Belgium (22-25/9/1999), Roros, Norway 24-26/1/2000

* Researcher at project Integration in Manufacturing and Beyond (IiMB Working Group, Esprit 21108), under subgroup «Modelling and Intelligent Control of Manufacturing Systems». Participation at the following meetings Porto, Portugal (27-29/9/1997), Patras (23-24/1/1998), Brussel, Belgium (14/3/1998), Bremen, Germany (16/6/1998), Amsterdam, Netherlands (29/10/1998)

* Design and development of web site of Laboratory for Automation and Robotics and Networks of Excellence: ICIMS-NOE, AMETMAS-NOE, ACOMAS-TN, COMIND R.P.


 

* “ICT Systems Addressed to Integrated Logistic Management and decision support for intermodal port and dry port facilities SAIL”

* Coordinator of the project “Metagnosis: a tool to optimal exploitation of research and technological achievements to Technology and Innovation Transfer in the Region of Western Greece” under the programm of Regional Innovation Poles (1/11/2006-15/12/2008)

* Coordinator of the Bilateral project «Intelligent System for analyzing and evaluation of biomedical data using Computational Intelligence methods» Greece-Czech Scientific collaboration (2006-2008)

* Responsible of the Horizontal activities of the programm “Regional Innovation Pole of Western Greece” (1/11/2006-15/12/2008)

* Senior Researcher at EPEAK funded by Greek Government, under Pythagoras Program supporting Post graduate research at Universities, project «Developing new models and methodologies based on Soft Computing for complex diagnosis systems and medical decision support systems» (January 2005-December 2007)

* Senior Researcher at European funded, under Cooperative Actions IST, project CO-DESNET European Virtual Institute on Collaborative Demand & Supply Networks (Augoust 2004-September 2007)

* Senior Researcher at EPEAK funded by Greek Government, under Arximidis Program supporting Researcher at TEI, project «Cognitive Methods and Tools for Decision Support Systems in Speech Therapy» (January 2004-December 2007)

* Senior Researcher at European funded, under Growth, project ADMAN GTC1-2001-43007(Advanced Manufacturing Excellencel) (January 2002-December 2004)

* Senior Researcher at European funded, under IMS programme, project PSIM (Participative Simulation Environment for Integral Manufacturing Enterprise Renewal) (April 2000-April 2002)

* Post doctoral researcher at PENED’99 (program for supporting young researcher under Greek Secretariat for Research and Technology) project entitled «Development of advanced hybrid methods for decision support in medicine» (December 1999-July 2001)

* Researcher at European funded project entitled CO-MIND (Co-operative Evaluation and Dissemination of User Group Requirements by a European Technology Transfer and Education Network, Working Group EP22447) 5/1997-12/1999

* Researcher at PENED’95 (program for supporting young researcher under Greek Secretariat for Research and Technology) project entitled «Development of new control structure with Neural Networks for iteration processes» (3/1997-3/1999)

* Researcher at European funded ESPRIT project SESDIP (Structural Evaluation of Synthesis and Design of Distributed Industrial Processes, Esprit 8924) July 1995-July1996

* Researcher at PAVE’94 (Program for industrial development under Greek Secretariat for Research and Technology) project entitled ‘Automation of cutting process and manipulation of flexible materials’ (November 1994-November 1996)

* Researcher at EPEAEK project entitled «Integrated System for management wide band, data and voice and tele control of university campus establishments» under Greek ministry of Education (December 1996-July 1999)

* Researcher at Intelligent Manufacturing Systems, IMS Working Group, Esprit LTR Project 21955. Project for development the cooperation and exchange ideas among members. Participation at the following meetings: Porto, Portugal (27-29/9/1997), Lausanne, Switzerland (15-17/4/1998), Bremen, Germany (17/6/1998), Nancy, France (16-18/9/1998), Kopenhagh, Denmark (4/6/1999), Edinburgh, United Kingdom, (14-16 April 1999), Leuven, Belgium (22-25/9/1999), Roros, Norway 24-26/1/2000

* Researcher at project Integration in Manufacturing and Beyond (IiMB Working Group, Esprit 21108), under subgroup «Modelling and Intelligent Control of Manufacturing Systems». Participation at the following meetings Porto, Portugal (27-29/9/1997), Patras (23-24/1/1998), Brussel, Belgium (14/3/1998), Bremen, Germany (16/6/1998), Amsterdam, Netherlands (29/10/1998)

* Design and development of web site of Laboratory for Automation and Robotics and Networks of Excellence: ICIMS-NOE, AMETMAS-NOE, ACOMAS-TN, COMIND R.P.

* “ICT Systems Addressed to Integrated Logistic Management and decision support for intermodal port and dry port facilities SAIL”

* Coordinator of the project “Metagnosis: a tool to optimal exploitation of research and technological achievements to Technology and Innovation Transfer in the Region of Western Greece” under the programm of Regional Innovation Poles (1/11/2006-15/12/2008)

* Coordinator of the Bilateral project «Intelligent System for analyzing and evaluation of biomedical data using Computational Intelligence methods» Greece-Czech Scientific collaboration (2006-2008)

* Responsible of the Horizontal activities of the programm “Regional Innovation Pole of Western Greece” (1/11/2006-15/12/2008)

* Senior Researcher at EPEAK funded by Greek Government, under Pythagoras Program supporting Post graduate research at Universities, project «Developing new models and methodologies based on Soft Computing for complex diagnosis systems and medical decision support systems» (January 2005-December 2007)

* Senior Researcher at European funded, under Cooperative Actions IST, project CO-DESNET European Virtual Institute on Collaborative Demand & Supply Networks (Augoust 2004-September 2007)

* Senior Researcher at EPEAK funded by Greek Government, under Arximidis Program supporting Researcher at TEI, project «Cognitive Methods and Tools for Decision Support Systems in Speech Therapy» (January 2004-December 2007)

* Senior Researcher at European funded, under Growth, project ADMAN GTC1-2001-43007(Advanced Manufacturing Excellencel) (January 2002-December 2004)

* Senior Researcher at European funded, under IMS programme, project PSIM (Participative Simulation Environment for Integral Manufacturing Enterprise Renewal) (April 2000-April 2002)

* Post doctoral researcher at PENED’99 (program for supporting young researcher under Greek Secretariat for Research and Technology) project entitled «Development of advanced hybrid methods for decision support in medicine» (December 1999-July 2001)

* Researcher at European funded project entitled CO-MIND (Co-operative Evaluation and Dissemination of User Group Requirements by a European Technology Transfer and Education Network, Working Group EP22447) 5/1997-12/1999

* Researcher at PENED’95 (program for supporting young researcher under Greek Secretariat for Research and Technology) project entitled «Development of new control structure with Neural Networks for iteration processes» (3/1997-3/1999)

* Researcher at European funded ESPRIT project SESDIP (Structural Evaluation of Synthesis and Design of Distributed Industrial Processes, Esprit 8924) July 1995-July1996

* Researcher at PAVE’94 (Program for industrial development under Greek Secretariat for Research and Technology) project entitled ‘Automation of cutting process and manipulation of flexible materials’ (November 1994-November 1996)

* Researcher at EPEAEK project entitled «Integrated System for management wide band, data and voice and tele control of university campus establishments» under Greek ministry of Education (December 1996-July 1999)

* Researcher at Intelligent Manufacturing Systems, IMS Working Group, Esprit LTR Project 21955. Project for development the cooperation and exchange ideas among members. Participation at the following meetings: Porto, Portugal (27-29/9/1997), Lausanne, Switzerland (15-17/4/1998), Bremen, Germany (17/6/1998), Nancy, France (16-18/9/1998), Kopenhagh, Denmark (4/6/1999), Edinburgh, United Kingdom, (14-16 April 1999), Leuven, Belgium (22-25/9/1999), Roros, Norway 24-26/1/2000

* Researcher at project Integration in Manufacturing and Beyond (IiMB Working Group, Esprit 21108), under subgroup «Modelling and Intelligent Control of Manufacturing Systems». Participation at the following meetings Porto, Portugal (27-29/9/1997), Patras (23-24/1/1998), Brussel, Belgium (14/3/1998), Bremen, Germany (16/6/1998), Amsterdam, Netherlands (29/10/1998)

* Design and development of web site of Laboratory for Automation and Robotics and Networks of Excellence: ICIMS-NOE, AMETMAS-NOE, ACOMAS-TN, COMIND R.P.

 

Teaching Experience

* Lecturer of the course: “Algorithms and Data Structures” 3rd semester at Department of Informatics  & Telecommunications Technology, Technological Educational Institute (T.E.I.) of Epirus, Artra, Greece (September 2006-today)

* Lecturer of the course: “Artificial Intelligence” 5th semester at Department of Informatics and Telecommunications Technology, T.E.I of Epirus, Arta, Greece (September 2006-today)

* Lecturer of the course «Expert Systems” 6th semester at Department of Informatics & Telecommunications Technology, T.E.I. of Epirus, Arta, Greece (September 2004-today)

* Lecturer of the courses: “Digital Communications” 5th semester (2000-2001, 2001-2002, 2002-2003, 2003-2004), “Digital Design” 2nd semester (2000-2001, 2001-2002 and 2003-2004) “Introduction to computer science” 1st semester (2000-2001, 2001-2002 and 2002-2003) and Expert Systems (2002-2003 and 2003-2004) at the Department of Computer Science, University of Ioannina, Greece

* Lecturer of the course «Decision Support Systems» 2nd semester at Department of  Communications, Informatics & Management, T.E.I. of Epirus, Artas, Greece (September 1999-June 2000)

* Technical Assistant to courses Large Hierarchical Systems, Integrated Manufacturing Systems and Intelligent Control at Department of Electrical and Computer Engineering, University of Patras, Greece (September 1998-June 2000, September 1998-June 2000 and September 1998-June 1999 respectively)

* Instructor for laboratory exercises for the course «Automatic Control Systems» of 3rd year at Department of Electrical and Computer Engineering, University of Patras, Greece (1996-1997, 1997-1998)

* Instructor for laboratory exercises for the course «Systems and Control» of 5th year at Department of Electrical and Computer Engineering, University of Patras, Greece 1994-1995, 1995-1996, 1996-1997

* Technical assistant to the course «Signal and Systems» of 3rd year, Department of Electrical and Computer Engineering, University of Patras, Greece 1995-1996

* Instructor of the Course ‘Microcomputers’ Theory and experiments, Institute of Training & Education, Patras, Greece 1995

 

Other Professional Experience

Member of team for design and implement investment projects for industries

Technical assistant of the editorial team of ICIMS-NEWS, newsletter of the Network of Excellence in Intelligent Control and Integrated Manufacturing Systems (ICIMS-NOE)

Member of the Laboratory for Automation and Robotics team for submitting proposals for funding from European Commission and Greek Secretariat for Researcher and Development (1995-2004)

Research and Development Consultant of Patras Science Park S.A. (Greece), Responsible for European funding. Project Manager of projects over 4.000.000 Euros


 

Other qualifications

Languages

* Greek (mother language)

* English (Excellent Knowledge – Certificate of Proficiency / University of Cambridge)

* French (Good Knowledge – CERTIFICAT De Langue Francaise / Institut Francais D’Athenes)

Hardware/Software

* Operation systems Unix, MS-DOS, Windows 98, 2000, XP and Windows NT.

* Programming languages Fortran 77, Pascal, C/C++, Java

* Microsoft Office (MS-Word, Excel, Power Point, Access, Project)

* Programming HTML and web authoring

* Matlab, Simulink, Labview, CC, Simnon add Genesis of ICONICS (SCADA)

Professional Member

* Technical Chamber of Greece (ΤΕΕ 1993)

* Hellenic Association of Mechanical & Electrical Engineers (HAMEE)

* Institute of Electrical and Electronics Engineers (IEEE)

* Greek Society of Artificial Intelliegence (ΕΕΤΝ)

* European Society for Fuzzy Logic and Technology (EUSFLAT)

International HoloGenomics (originally PostGenetics) Society  (Founder)

 

Publications



Thesis

Modelling Hierarchical
Intelligent Control Systems with Fuzzy Cognitive Maps
 (.pdf)
Chrysostomos Stylios
Department of Electrical and Computer Engineering, University of Patras
November 1999

 

Books

[1] S. Kolios, S-K Petsios and C.D.
Stylios, Port Information Systems: New trends and prospects (in greek language). Technological
Educational Institute of Epirus, ISBN 978-618-80909-0-3 (2013) (.pdf)

[2] Kolios, S., Vorobev, A.V., Vorobeva,G.R., Stylios, C., GIS and Environmental Monitoring – Applications in the Marine, Atmospheric and Geomagnetic Fields. Springer, ISBN 978-3-319-53086-4 (2017) (link)

Collective Volumes

[1] C.D. Stylios and P.P.Groumpos (Eds), Integrated Information System for Natural Disaster Management: Methodologies, Approaches, Case Studies, Good Practices. Patras Science Park,ISBN 978-960-85817-4-6 (2009) (.pdf)
[2] C.D. Stylios, T. Floqi, J. Marinski, L. Damiani (Eds), Sustainable Development of Sea-Corridors and Coastal Waters: The TEN ECOPORT project in South East Europe. Springer, ISBN 978-3-319-11384-5 (2015) (link)

[3] Nigel Courtney, Christian Poulsen and Chrysostomos Stylios (Eds), Case-Based Teaching and Learning for the 21st Century. E-edition published in 2015 by Libri Publishing, ISBN 978 1 909818 57 6 (2015) (.pdf)

 

Journal papers

[1] C.D. Stylios and P.P. Groumpos, The Challenge of modeling Supervisory Systems using Fuzzy Cognitive Maps. Journal of Intelligent Manufacturing, Vol. 9, Νο. 4, pp. 339-345 (1998) (.pdf)

[2] C.D. Stylios and P.P. Groumpos, Fuzzy Cognitive Maps: A model
for Intelligent Supervisory Control Systems
Computers in Industry, Vol. 39, Νο. 3, pp. 229-238 (1999) (.pdf)

[3] C.D. Stylios and P.P. Groumpos, A Soft Computing Approach for Modelling the Supervisor of Manufacturing SystemsJournal of Intelligent and Robotics Systems, Vol. 26Νο. 3-4, pp. 389-403 (1999)(.pdf)

[4] C.D. Stylios and P.P. Groumpos, V.C. Georgopoulos, Fuzzy Cognitive Map Approach to Process Control Systems. Journal of Advanced Computational Intelligence, Vol. 3, No. 5, pp. 409-417 (1999) (.pdf)

[5] C.D. Stylios and P.P. Groumpos, Fuzzy Cognitive Maps in Modeling Supervisory Control SystemsJournal of Intelligent & Fuzzy Systems, Vol. 8, No. 2, pp. 83-98 (2000) (.pdf)

[6] P.P. Groumpos and C.D. Stylios, Modelling supervisory control systems using fuzzy cognitive maps.Chaos, Solitons and Fractals, Vol.11, Νο. 1-3, pp. 329-336 (2000) (.pdf)

[7] C. Stylios, G. Langer, B. Iung, Y.T. Hyun, C. Sorensen, M. Weck and P. Groumpos, Discipline research
contributions to the modelling and design of Intelligent Manufacturing systems
. Studies in Informatics and Control, Vol. 9, No. 2, pp. 111-132 (2000) (.pdf)

[8] V.C. Georgopoulos, G.A. Malandraki and C.D. Stylios, A Fuzzy Cognitive Map Approach To Differential Diagnosis of  Specific Language ImpairmentJournal of Artificial Intelligence in Medicine (IF:1,224), Vol. 29, No. 3, pp. 261-278 (2003) (.pdf)

[9] E. Papageorgiou, C. Stylios and P. Groumpos, An Integrated Two-level Hierarchical System for Decision Making in Radiation Therapy using Fuzzy Cognitive Maps. IEEE Transactions on Biomedical Engineering (IF: 1,398), Vol. 50, No. 12, pp.1326-1339 (2003) (.pdf)

[10] E. Papageorgiou, P. Spyridonos, C.D.Stylios, G. Nikiforidis and P. Groumpos, Grading urinary bladder tumors using unsupervised Hebbian algorithm for Fuzzy Cognitive Maps. Biomedical Soft Computing and Human Sciences, Vol. 9, No. 2, pp. 33-39 (2003) (.pdf)

[11] C.D. Stylios and P.P. Groumpos, Modeling Complex Systems Using Fuzzy Cognitive MapsIEEE Transactions on Systems, Man and Cybernetics: Part A Systems and Humans (IF:0,555), Vol. 34, No. 1, pp.155-162 (2004) (.pdf)

[12] E. Papageorgiou, C.D. Stylios and P.Groumpos, Active Hebbian Learning Algorithm to train Fuzzy Cognitive Maps, International Journal of Approximate Reasoning (IF:0,929), Vol. 37, pp. 219-249 (2004)(.pdf)

[13] E. Papageorgiou, K.E. Parsopoulos, C.D.Stylios, P.P. Groumpos and M.N. Vrahatis, Fuzzy Cognitive Maps Learning Using Particle Swarm OptimizationJournal of Intelligent Information Systems (IF:0,851), Vol. 25, No. 1,pp. 95-107 (2005) (.pdf)

[14] E. Papageorgiou, P. Spyridonos, C.D.Stylios, R. Ravazoula, P.P. Groumpos and G. Nikiforidis, Advanced Soft Computing Diagnosis Method for Tumour GradingArtificial Intelligence in Medicine (IF:1,122), Vol. 36, No. 1, pp. 59-70 (2006) (.pdf)

[15] G. Georgoulas, C.D. Stylios and P.P. Groumpos, Feature Extraction and Classification of Fetal Heart Rate Signals using Wavelet Analysis and Support Vector MachinesInternational Journal of Artificial Intelligent Tools, Vol. 15, No. 3, pp. 411-432 (2006) (.pdf)

[16] G. Georgoulas, C.D. Stylios and P.P. Groumpos, Predicting the risk of Metabolic Acidosis for Newborns based on Fetal Heart Rate Signal Classification using Support Vector MachinesIEEE Transactions on Biomedical
Engineering
, Vol. 53, No. 5, pp. 875-884 (2006) (.pdf)

[17] E. Papageorgiou, C.D. Stylios and P. Groumpos, Unsupervised Learning Techniques for Fine-Tuning Fuzzy Cognitive Map Causal Links. International Journal of Human Computer Studies, Vol. 64, pp. 727-743(2006) (.pdf)

[18] G. Georgoulas, D. Gavrilis, I. Tsoulos, C.D. Stylios, J. Bernardes and P.P. Groumpos, Novel Approach for fetal heart rate classification introducing grammatical evolutionBiomedical Signal Processing and Control, Vol. 2, pp. 69-79 (2007) (.pdf)

[19] E. Papageorgiou, P. Spyridonos, Th. Glotsos, C.D. Stylios, R. Ravazoula, G. Nikiforidis and P.P. Groumpos, Brain tumor characterization using the soft computing technique of fuzzy cognitive mapsApplied Soft Computing, Vol. 8, No. 1, pp. 820-828 (2008) (.pdf)

[20] C. Stylios, V. Georgopoulos, G. Malandraki, and S. Chouliara, Fuzzy cognitive map architectures for medical decision support systems. Applied Soft Computing, Vol. 8, pp. 1243-1251 (2008) (.pdf)

[21] V. Georgopoulos, and C. Stylios, Complementary case-based reasoning and competitive Fuzzy cognitive maps for advanced medical decisionsSoft Computing, Vol. 12, No. 2, pp. 191-199 (2008) (.pdf)

[22] V. Chudacek, G. Georgoulas, L. Lhotska, C. Stylios, M. Petrik and M. Cepek, Examining cross-database global training to evaluate five different methods for ventricular beat classification. Physiological Measurement (2009), Vol. 30, pp. 661-677 (2009) (.pdf)

[23] C.N. Antonopoulos, V.G. Papadakis, C.D. Stylios, M.P. Efstathiou and P.P. Groumpos, Mainstreaming innovation policy in less favoured regions: the case of Patras Science Park, Greece. Science and Public Policy, Vol.  36, No. 7, pp. 511-521 (2009) (.pdf)

[24] P. Zacharia, F. Stefanou, C.D. Stylios and P.P. Groumpos, Experiences and lessons learnt
from an interregional growth project: the role of innovation and STPs
International Journal of
Innovation and Regional Development, 
Vol. 3, No. 3/4, pp. 395-416 (2011) (.pdf)

[25] J. Spilka, V. Chudacek, M. Koucky, L. Lhotska, M. Huptych, P. Janku, G. Georgoulas and C. StyliosUsing nonlinear features for fetal heart rate classification. Biomedical Signal Processing and Control, Vol. 7, No. 4, pp.
350–357 (2012) (.pdf)

[26] Stavros Kolios, Chrysostomos D. Stylios, Identification of land cover/land use changes in the greater area
of the Preveza peninsula in Greece using Landsat satellite data.
 Applied Geography, Volume 40, June 2013, pp. 150-160 (2013) (.pdf)

[27] G. Georgoulas, A. Konstantaras, E. Katsifarakis, C.D. Stylios, E. Maravelakis, G.J. Vachtsevanos, Seismicmass” density-based algorithm for spatio-temporal clusteringExpert Systems with Applications, Volume 40, Issue 10, August 2013, pp. 4183-4189 (2013) (.pdf)

[28] G. Georgoulas, T. Loutas, C.D. Stylios and V. Kostopoulos, Bearing fault detection based on hybrid ensemble detector and Empirical Mode DecompositionMechanical Systems and Signal Processing, Volume 41, Issues 1–2, December 2013, pp. 510–525 (2013) (.pdf)

[29] G. Georgoulas, M.O. Mustafa, I.P. Tsoumas, J.A. Antonino-Daviu, V. Climente-Alarcon, C.D. Stylios, G.
Nikolakopoulos, Principal Component Analysis for the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines. Expert Systems With Applications, Volume 40, Issue 17, December 2013, pp. 7024-7033 (2013) (.pdf)

[30] S. Kolios, G. Georgoulas and C.D. Stylios, Achieving downscaling of Meteosat thermal infrared imagery using artificial neural networksInternational Journal of Remote Sensing, Vol. 34, No 21, pp. 7706-7722 (2013(.pdf)

[31] G. Georgoulas, P. Karvelis, G.Iacobellis, V. Boschian, M-P Fanti, W. Ukovich and C.D. Stylios, Harmony Search augmented with Optimal computing Budget allocation capabilities for Noisy Optimization. International Journal of Computer Science, Vol. 40, No 4, pp. 285-290 (2014) (.pdf)

[32] J. Fairley, G. Georgoulas, O. Smart G. Dimakopoulos, P. Karvelis, C. Stylios, D. Rye and D. Bliwise, Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimentionality reductionComputers in Biology and Medicine vol. 28, No.1, pp. 77-84 (2014) (.pdf)

[33] G. Georgoulas, I.P. Tsoumas, J.A. Antonino-Daviu, V. Climente-Alarcon, C.D. Stylios, E. Mitronikas, Automatic pattern identification based on the complex Empirical Mode Decomposistion of the
startup current for the diagnosis of rotor asymmetries in asynchronous machines
IEEE Transactions of Industrial Electronics, Vol. 61, Issue 9, pp. 4937-4946, doi: 10.1109/TIE.2013.2284143 (2014) (.pdf)

[34] M-P. Fanti, G. Iacobellis, W. Ukovich, V.
Boschian, G. Georgoulas, C. Stylios, A Simulation Based Decision
Support System For Logistics Management
. Journal of Computational
Science
, Volume 10, September
2015, Pages 86–96, doi:10.1016/j.jocs.2014.10.003 (2015) (.pdf)

[35] George Georgoulas, Petros Karvelis,
Theodoros Loutas, Chrysostomos D. Stylios, Rolling element bearings
diagnostics using the Symbolic Aggregate approXimation
Mechanical Systems and Signal
Processing
, Volumes 60–61, August 2015,
Pages 229-242, ISSN 0888-3270, DOI: 10.1016/j.ymssp.2015.01.033 (2015) (.pdf)

[36] P. Karvelis, J. Spilka, G. Georgoulas, V. Chudacek, C. Stylios and L. Lhotska, Combining latent class analysis labeling with multiclass approach for fetal heart rate categorizationPhysiological Measurement,Vol. 36, pp. 1001-1024 (2015) (.pdf)

[37] Petros Karvelis, George Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcón and Chrysostomos D. Stylios, A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction MotorsIEEE Transactions on Industrial Informatics, Vol. 11, Issue 5, pp. 1028-1037, DOI: 10.1109/TII.2015.2463680 (2015) (.pdf

[38] Stavros Kolios, Chrysostomos Stylios, Aleksandr Petunin, A WebGIS platform to monitor
environmental conditions in ports and their surroundings in South Eastern Europe.
 Environmental Monitoring and
Assessment
, 187:574, August 2015, DOI 10.1007/s10661-015-4786-x (2015) (link) (.pdf)

[39] V. Kreinovich and C. Stylios, Why Fuzzy Cognitive Maps are EfficientInternational Journal of Computers,
Communications & Control
, Vol. 10, No 6, pp. 825-834 (2015) (.pdf)

[40] V. Kreinovich and C. Stylios, When Should We Switch from Interval-Valued Fuzzy to Full Type-2 Fuzzy (e.g. Gaussian)?. Critical Review: a publication of Society for Mathematics of Uncertianity, Vol. XI: 57-65 (2015) (.pdf)

[41] G. Georgoulas, V. Climente-Alarcon, J. Antonino-Daviu, C. Stylios, A. Arkkio, G. Nikolakopoulos, The use of a Multi-label Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults based on the Start-up TransientIEEE Transactions on Industrial Informatics, Volume: 13, Issue: 2, pp. 625-634, April 2017. DOI: 10.1109/TII.2016.2637169 (2017) (.pdf)

 

 

Open Access Journals papers

[1] E. Bourgani and C.D. Stylios, Fuzzy Cognitive Maps for Strategic Decision Making of Logistics SystemsVestnik UGATU http://journal.ugatu.ac.ru (ISSN 2225-2789) printed (ISSN 1992-6502) Vol. 18, No 5 (66) pp. 8-14 (2014) (.pdf)

[2] Stylios, C.D., Georgoulas, G., Karvelis, P., Opacic, B., Simeoni, F., Maksimovic, S. and Gerreto, W. (2017) A Web Based Decision Support System for Intermodal Port and Dry Port FacilitiesJournal of Transportation Technologies, 7, 36-49. https://www.scirp.org/journal/paperinformation.aspx?paperid=73217 (2017) (.pdf)

 

Book Chapters

[1] C.D. Stylios, C. Pelletier, A. Papadopoulou, J. Goossenaerts and P.P. Groumpos, Communication Interfaces inside the PSIM Environment. In: Frans M. van Eijnatten (Ed.) Intelligent manufacturing through participation. The PSIM Consortium / TNO Arbeid, Hoofddorp, The Netherlands, pp. 31-40 (2002) (.pdf)

[2] V. Georgopoulos and C.D. Stylios, Augmented Fuzzy Cognitive Maps Supplemented with Case Based Reasoning for Advanced Medical Decision Support. In: M. Nikravesh, L.A. Zadeh and J. Kacprzyk (Eds.) Soft Computing for Information Processing and Analysis Enhancing the Power of the Information Technology. Studies in Fuzziness and Soft Computing. Springer-Verlag 2005, ISBN: 3-540-22930-2, pp. 391-405 (2005) (.pdf)

[3] E. Papageorgiou, C. Stylios and P. Groumpos, The Soft Computing Technique of Fuzzy Cognitive Maps for Decision Making in Radiotherapy. In: O. Haas and K. Burnham (Eds.) Intelligent and Adaptive Systems in Medicine.Taylor & Francis 2008, ISBN: 0-7503-0994-6, pp. 173-212 (2008) (.pdf)

[4] C.D. Stylios and V. Georgopoulos, Fuzzy Cognitive Maps Structure for Medical Decision Support Systems. In: M. Nikravesh, J. Kacprzyk, and L.A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers II.Studies in Fuzziness and Soft Computing, Vol. 218. Springer-Verlag 2008, ISBN: 978-3-540-73184-9, pp. 151-174 (2008) (.pdf)

[5] S. Agoti, C. Stylios and P. Groumpos, Science Parks in Greece. In: A. Villa and D. Antonelli (Ed.) A Road Map to the Developmentof European SME Networks: Towards Collaborative Innovation. Springer 2008, pp-35-42 (2008) (.pdf)

[6] E. Papageorgiou and C. Stylios, Fuzzy Cognitive Maps. In: W. Pedrycz, A. Skowron and V.Kreinovich (Eds.) Handbook of Granular computing. John Wiley & Sons Ltd 2008, ISBN: 978-0-470-03554-2, pp. 755-776 (2008) (.pdf)

[7] V.C. Georgopoulos and C.D. Stylios, Fuzzy Cognitive Map Decision Support System for Successful Triage to Reduce Unnecessary Emergency Room Admissions for Elderly. In: R. Seising and M.E. Tabacchi (Eds.) Fuzziness and Medicine: Philosophical Reflections and Application Systems in Health Care. Studies in Fuzziness and Soft Computing, Vol.302. Springer-Verlag 2013, pp. 415-436 (2013)

[8] V.C. Georgopoulos and C.D. Stylios, Supervisory Fuzzy Cognitive Map Structure for Triage Assessment and Decision Support in the Emergency Department. In: M.S. Obaidat, S. Koziel, J. Kacprzyk, J. Leifsson, T. Oren (Eds.) Simulation and Modeling Methodologies, Technologies and Applications. Advances in Intelligent Systems and Computing, Vol. 319. Springer International Publishing, pp. 255-269 (2015) (.pdf)

[9] I. Giannoukou and C. Stylios, Case Based Learning Approaches used in Business Schools in Western Greece: The Experiences, the Values, the Good Practices. In: N. Courtney, C. Poulsen and C. Stylios (Eds): Case-Based Teaching and Learning for the 21st Century. Faringdon, Oxfordshire: Libri Publishing, pp.101-119 (2015) 

[10] S. Petsios, P. Karvelis and C. Stylios, ICT Tools and Approaches to Support and Enhance Case Based Learning. In: N. Courtney, C. Poulsen and C. Stylios (Eds): Case-Based Teaching and Learning for the 21stCentury. Faringdon, Oxfordshire: Libri Publishing, pp. 237-256 (2015)

[11] V. Georgopoulos and C. Stylios, The Use of Fuzzy Cognitive Maps for Learning and Development of Medical Case Learning Scenarios. In: N. Courtney, C. Poulsen and C. Stylios (Eds): Case-Based Teaching and Learning for the 21st Century. Faringdon, Oxfordshire: Libri Publishing, pp. 257-275 (2015)

 

International Conferences with full Review

[1] C.D. Stylios, V.C. Georgopoulos and P.P.Groumpos, Introducing the Theory of Fuzzy Cognitive Maps in Distributed Systems. In: Proceedings of 12th IEEE International Symposium on Intelligent Control, 16-18 July 1997, Istanbul, Turkey, pp. 55-60 (1997) (.pdf)

[2] C.D. Stylios, V.C. Georgopoulos and P.P. Groumpos, Fuzzy Cognitive Maps Modeling Supervisory Large Scale Control Systems. In: Proceedings of IFAC Large Scale System Symposium LSS’98, 15-17 July 1998, Patras, Greece, pp. 73-78 (1998) (.pdf)

[3] C.D. Stylios and P.P. Groumpos, Mathematical Formulation of Fuzzy Cognitive Maps. In: Proceedings of 7th IEEE Mediterranean conference on Control and Automation, 28-30 June 1999, Haifa, Israel (CD-ROM) (1999) (.pdf)

[4] C.D. Stylios and P.P. Groumpos, Fuzzy Cognitive Maps: A soft Computing Technique for Intelligent Control. In: Proceedings 2000 IEEE International Symposium on Intelligent Control, 17-19 July 2000, Patras, Greece, pp. 97-102 (2000) (.pdf)

[5] V. Georgopoulos, G. Malandraki and C. Stylios, Development of Intelligent
Method for Differential Diagnosis of Specific Language Impairment
. In: Proceedings of 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 25-28 October 2001, Istanbul, Turkey (2001) (.pdf)

[6] C.D. Stylios, G. Georgoulas and P.P. Groumpos, The Challenge of Using Soft Computing for Decision Support during Labour. In: Proceedings of 23rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 25-28 October 2001, Istanbul, Turkey (2001) (.pdf)

[7] C.D. Stylios, The Knowledge Based Technique of Fuzzy Cognitive Maps for Modeling Complex Systems. In: Proceedings of 16th European Meetings on Cybernetics and Systems Research EMCSR, 2-5 April 2002, University of Vienna, Austria, pp. 524-529 (2002) (.pdf)

[8] C.D. Stylios, N. Christova and P.P. Groumpos, A Hierarchical Modeling Technique of Industrial Plants Using Multimodel Approach. In: Proceedings of 10th IEEE Mediterranean conference on Control and Automation, 9-12 July 2002, Lisbon, Portugal (CD-ROM) (2002) (.pdf)

[9] E. Papageorgiou, C.D. Stylios and P.P. Groumpos, Activation Hebbian Learning
Rule For Fuzzy Cognitive Maps
. In: Proceedings of 15th IFAC International Federation of Automatic Control World Congress, 21-26 July 2002, Barcelona, Spain (CD-ROM) (2002) (.pdf)

[10] E. Papageorgiou, C. Stylios and P. Groumpos, Decision Making in External Beam Radiation Therapy based on Fuzzy Cognitive Maps. In: Proceedings of 1st International IEEE Symposium on Intelligent Systems, 10-12 September 2002, Varna, Bulgaria, pp. 312-317 (2002) (.pdf)

[11] N. Christova, C. Stylios and P.P. Groumpos, Production Planning For Complex Plants using Fuzzy Cognitive Maps. In: Proceedings of 7th IFAC Workshop on Intelligent Manufacturing Systems, 6- 8 April 2003, Budapest, Hungary, pp. 81-86 (2003) (.pdf)

[12] G. Georgoulas, C. Stylios and P. Groumpos, Integrated Approach for Classification of Cardiotocograms based on Independent Component Analysis and Neural Networks. In: Proceedings of 11th IEEE Mediterranean conference on Control and Automation, 18-20 June 2003, Rhodes, Greece (CD-ROM) (2003) (.pdf)

[13] A.S. Martchenko, I.L. Ermolov, P.P. Groumpos, J.V. Poduraev, and C.D. Stylios, Investigating Stability Analysis issues for Fuzzy Cognitive Maps. In: Proceedings of 11th IEEE Mediterranean conference on Control and Automation, 18-20 June 2003, Rhodes, Greece (CD-ROM) (2003) (.pdf)

[14] N. Christova, M. Hadjiski, G. Vachkov, C. Stylios, An Integrated Approach to
Intelligent Modeling of Industrial Plants
. In: Proceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation, July 16-20, 2003, Kobe, Japan, pp. 1527–1532 (2003) (.pdf)

[15] E.I. Papageorgiou, C.D. Stylios, P. Spyridonos, G. Nikiforidis, & P.P. Groumpos, Urinary Bladder Tumors Grading Tool Using Nonlinear Hebbian Learning for Fuzzy Cognitive Map. In: Proceedings of 16th
International Conference on Systems Engineering,
 9-11 September 2003, Coventry University, UK, pp. 542-547 (2003) (.pdf)

[16] E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, Fuzzy Cognitive Map Learning based on Nonlinear Hebbian Rule. In: T.D. Gedeon and L.C.C. Fung (Eds.): AI 2003. 16th Australian Joint Conference on Artificial Intelligence, Perth-Western Australia, December 3-5, 2003. LNAI 2903. Springer-Verlag Berlin Heidelberg, pp. 256-268 (2003) (.pdf)

[17] E.I. Papageorgiou, P.P. Spyridonos, C.D. Stylios, P. Ravazoula, G. Nikiforidis and P.P. Groumpos, The Challenge of Soft Computing Techniques for Tumor Characterization. In: L. Rutkowski et al. (Eds.) Artificial Intelligence and Soft Computing – ICAISC 2004. 7th International Conference on Artificial Intelligence and Soft computing7-11 June 2004, Zakopane, Poland. LNAI 3070. Springer-Verlag Berlin Heidelberg 2004. pp. 1031-1036 (2004) (.pdf)

[18] E.I. Papageorgiou, C.D. Stylios and P.P. Groumpos, The Challenge of using Unsupervised Learning Algorithms for Fuzzy Cognitive Maps. In: Proceedings of IJCNN 2004 International Conference on Neural Networks & IEEE 2004 International Conference on Fuzzy Systems, 25-29 July 2004, Budapest,
Hungary (CD-ROM) (2004) (.pdf

[19] G. Georgoulas, G. Nokas, C. Stylios, and P. Groumpos, Classification of Fetal Heart Rate during labour using Hidden Markov Models.

 In: Proceedings of IJCNN 2004 International Conference on Neural Networks & IEEE 2004 International
Conference on Fuzzy Systems, 
25-29 July 2004, Budapest, Hungary (CD-ROM) (2004) (.pdf)

[20] G. Georgoulas, C. Stylios, J. Bernades and P. Groumpos, Classification of Cardiotocograms
using Support Vector Machines
. In: Proceedings of 10th IFAC Symposium on Large Scale Systems: Theory and Applications LSS’04, 26-28 July 2004, Osaka, Japan (2004) (.pdf)

[21] G. Georgoulas, C. Stylios and P. Groumpos, Classification of Fetal Heart Rate using Scale Dependent Features and Support Vector Machines. In: Proceedings of 16th IFAC World Congress, 4-8 July 2005, Prague, Czech Republic (CD-ROM) (2005) (.pdf)

[22] G. Georgoulas, C. Stylios and P. Groumpos, Investigation and Comparison of different Scale Dependent Features for Fetal Heart Rate Classification. In: Proceedings of 16th IFAC World Congress, 4-8 July 2005, Prague, Czech Republic (CD-ROM) (2005) (.pdf)

[23] V. Georgopoulos and C. Stylios, Augmentative Fuzzy Cognitive Maps with Case Based Reasoning for Advanced Medical Application. In: Proceedings of 8th Joint Conference on Information Sciences, 21-26 July 2005, Salt Lake City, Utah, USA (2005) (.pdf)

[24] P. Spyridonos, D. Glotsos, E.I. Papageorgiou, C.D. Stylios, P. Ravazoula, P.P. Groumpos, and G.N. Nikiforidis, Fuzzy Cognitive Map-Based Methodology For Grading Brain Tumors. In: Proceedings of The 3rd European
Medical & Biological Engineering Conference
 EMBEC’05, 20-25 November 2005, Prague, Czech Republic (2005) (.pdf)

[25] G. Georgoulas, C. Stylios, and P. Groumpos, Classification of FHR during the Intrapartum Period Using Wavelet
Neural Networks Trained By PSO
. In: Proceedings of The 3rd European Medical & Biological Engineering Conference EMBEC’05, 20-25 November 2005, Prague, Czech Republic (2005) (.pdf)

[26] G. Georgoulas, V. Chudacek, J. Rieger, C. Stylios, and L. Lhotska, Methods and tools for
processing Biosignals: a survey paper
. In: Proceedings of The 3rd European Medical & Biological Engineering Conference EMBEC’05, 20-25 November 2005, Prague, Czech Republic (2005) (.pdf)

[27] Elpiniki Papageorgiou, Chrysostomos Stylios, and Peter Groumpos, Introducing Interval Analysis
in Fuzzy Cognitive Map Framework
. In: G. Antoniou et al. (Eds.): SETN 2006, 4th Hellenic Conference on Artificial Intelligence, 18-20 May 2006, Heraklion, Crete. LNAI 3955, Springer-Verlag Berlin Heidelberg, pp. 571-575 (2006) (.pdf)

[28] A. Papadimitriou, G. Georgoulas, C. Stylios and P. Groumpos, Ant colony algorithm for near-optimal arrangement of linear machine layout. In: Proceedings of 1st IFAC Workshop on Applications of Large Scale Industrial Systems ALSIS´ 06, 30-31 August 2006, Helsinki/Stockholm, Finland/Sweden (CD-ROM) (2006) (.pdf)

[29] G. Georgoulas, V. Georgopoulos and C. Stylios, Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets. In: Proceedings of 28th IEEE EMBS Annual International Conference, Aug. 30-Sept. 3, 2006, New York City, New York, USA (2006) (.pdf)

[30] I. Tsoulos, G. Georgoulas, D. Gavrilis, C. Stylios, J. Bernardes, P. GroumposIntroducing Grammatical Evolution in FHR analysis and classification. In: Proceedings of 3rd IEEE Conference on Intelligent Systems, 4-6 September 2006, London, UK, pp. 560-565 (2006) (.pdf)

[31] E. Papageorgiou, G. Georgoulas, C. Stylios, G. Nikiforidis and P. Groumpos, Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor GradingIn:  B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): KES 2006. 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems, 9-11 October 2006, Bournemouth, UK. Part I, LNAI 4251. Springer-Verlag Berlin Heidelberg 2006. pp. 515-523 (2006) (.pdf)

[32] A. Makrinos, E. Papageorgiou, C. Stylios and T. Gemtos, Introducing Fuzzy Cognitive Maps for decision making in precision agriculture. In: Proceedings of 6th European Conference on Precision Agriculture, 3-6 June 2007, Skiathos, Greece, pp. 223-231 (2007) (.pdf)

[33] C. Antonopoulos, M. Efstathiou, Ch. Stylios, V.G. Papadakis, P.P. Groumpos, Benchmarking Analysis for Creativity Understanding and Fostering in Conventional and New Technology firms. In: Proceedings ofXXIV IASP World Conference, 2-4 July 2007, Barcelona, Spain (2007) (.pdf)

[34] E. Papageorgiou, C. Stylios and P. Groumpos, Novel Architecture for supporting medical decision making of different data types based on Fuzzy Cognitive Map Framework. In: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2007 (CD-ROM), 23-26 August 2007, Cité Internationale, Lyon, France, pp. 1192-1195 (2007) (.pdf)

[35] V. Chudácek, M. Petrík, G. Georgoulas, M. Cepek, L. Lhotská and C. Stylios, Comparison of seven approaches
for holter ECG clustering and classification
. In: Proceedings of the 29th Annual International Conference of the
IEEE Engineering in Medicine and Biology Society EMBC 2007 (CD-ROM), 23-26 August 2007, Cité Internationale, Lyon, France, pp. 3844-3847 (2007) (.pdf)

[36] C.D. Stylios and V.C. Georgopoulos, Genetic Algorithm enhanced Fuzzy Cognitive Maps for Medical Diagnosis. In: Proceedings of 2008 IEEE World Congress on Computational Intelligence WCCI 2008, 1-6 June 2008, Hong-Kong, China, pp. 2123-2128 (2008) (.pdf)

[37] V. Chudacek, J. Spilka, B. Rubackova, M. Koucly, G. Georgoulas, L. Lhotska and C. Stylios, Evaluation of Feature Subsets for Classification of Cardiotocographic Recordings. In: Computers in Cardiology 2008, Volume 35, September 14-17, 2008, Bologna, Italy, pp. 845-848 (2008) (.pdf)

[38] S. Mohagheghi, G. Georgoulas, C. Stylios, P. Groumpos, Evolutionary Approaches to the
Linear Machine Layout Problem
. In: Proceedings of 13th IFAC Symposium on Information Control Problems in Manufacturing, June 3-5, 2009, Moscow, Russia, pp. 1228-1233 (2009) (.pdf)

[39] G. Georgoulas, V.C. Georgopoulos, G. Stylios, C. Stylios, Detection of Articulation Disorders using Empirical Mode Decomposition and Neural Networks. In: Proceedings of International Joint Conference on Neural Networks, June 14-19, 2009, Atlanta, Georgia, USA, pp. 959-964 (2009) (.pdf)

[40] Vassilios A. Kappatos, George Georgoulas, Chrysostomos D. Stylios, and Evangelos S. Dermatas, Evolutionary Dimensionality Reduction for Crack Localization in Ship Structures using a Hybrid Computational Intelligent Approach. In: Proceedings of International Joint Conference on Neural Networks, June 14-19, 2009, Atlanta, Georgia, USA, pp. 1531-1538 (2009) (.pdf)

[41] V. Kappatos, G. Georgoulas, C. Stylios, and E.S. Dermatas, Wavelet Usage for Feature
Extraction for Crack Localization
. In: Proceedings of 17th Mediterranean Conference on Control & Automation, 24-26 June 2009, Makedonia Palace, Thessaloniki, Greece, pp. 1540-1545 (2009) (.pdf)

[42] V.Chudácek, G.Georgoulas, M. Huptych, C. Stylios and L. Lhotská, Discriminating between V and N Beats form ECGs Introducing and Integrated Reduced Representation along with a
Neural Network Classifier
. In: Proceedings of 19th International Conference on Artificial Neural ICANN 2009, 14-17 September 2009. LNCS 5769. Springer-Verlag Berlin Heidelberg, pp. 485-494 (2009) (.pdf)

[43] V. Chudacek, J. Spilka, M. Huptych, G. Georgoulas, P. Janku, M. Koucky, C. Stylios and L. Lhotska, Automatic Classification of Intrapartal Fetal Heart Rate Recordings – Can it compete with Experts?. In:Proceedings of  1st International Conference on Information Technology in Bio- and Medical
Informatics ITBAM 2010
, 30 August-3 September 2010, University of Deusto, Bilbao, Spain. LNCS 6266. Springer-Verlag Berlin Heidelberg 2010. pp. 57-66 (2010) (.pdf)

[44] C.D. Stylios and V.C. Georgopoulos, Fuzzy Cognitive Maps for Medical Diagnosis Support – A paradigm from Obstetrics. In: Proceedings of 32nd Annual International Conference of the IEEE EMBS EMBC 10, 31st August-4 September 2010, Buenos Aires, Argentina, pp. 1174-1177 (2010) (.pdf

[45] J. Fairley, G. Georgoulas, C. Stylios and D. Rye, A Hybrid Approach for Artifact

Detection in EEG Data. In: K. Diamantaras, W. Duch, L.S. Iliadis (Eds.): ICANN 2010. 20th International Conference on Artificial Neural Networks, 15-18 September 2010, Thessaloniki, Greece. Part I, LNCS 6352. Springer-Verlag Berlin Heidelberg 2010. pp. 436-441 (2010) (.pdf)

[46] J. Fairley, G. Georgoulas, C. Stylios, G. Vachtsevanos, D. Rye and D. Bliwise, Phasic electromyographic Metric
detection based on wavelet analysis
. In: Proceedings of 19th Mediterranean Conference on Control and Automation MED 2011, 20-23 June 2011, Corfu, Greece, pp. 497-502 (2011) (.pdf)

[47] C.D. Stylios and G. Georgoulas, Modeling Complex Logistics Systems using Soft Computing Methodology of Fuzzy Cognitive Maps. In: Proceedings of 7th IEEE Conference on Automation Science and Engineering CASE 2011, 24-27 August 2011Trieste, Italy, pp. 72-77 (2011) (.pdf)

[48] C.D. Stylios and V.C. Georgopoulos, Medical Decision Support Systems based on Soft Computing Techniques. In: Proceedings of 18th IFAC World Congress, 28th August -2nd September 2011, Milano, Italy, pp. 14115-14120 (2011) (.pdf)

[49] S. Kolios, G. Georgoulas and C.D. Stylios, Downscaling Meteosat Second Generation Thermal Infrared Imagery. In: Proceedings of the International Conference on Information Technologies InfoTech 2011, 15-16 September 2011, Varna, Bulgaria, pp. 217-224 (2011) (.pdf)

[50] Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas, Integrating Particle Swarm Optimization with Reinforcement Learning in Noisy Problems.In: Proceedings of GECCO 2012, July 7-11, 2012 Philadelphia, USA, pp. 65-72 (2012) (.pdf)

[51] V.C. Georgopoulos and C.D. Stylios, Introducing Fuzzy Cognitive Maps for developing Decision Support Systems for Triage at Emergencey Room Admissions for the Eldery. In: Proceedings of 8th IFAC Symposium on biological and Medical Systems. The International Federation of Automatic Control. 29-31 August 2012, Budapest, Hungary. Vol. 45, Issue 18, 2012, pp. 484-489. doi:10.3182/20120829-3-HU-2029.00107 (2012) (.pdf)

[52] Spiros Vasilakos, Giorgio Iacobellis, Chrysostomos D. Stylios and Maria Pia Fanti, Decision Support Systems Based on a UML Description Approach. In: Proceedings of 6th IEEE International Conference on Intelligent Systems IS’12, 6-8 September 2012, Sofia, Bulgaria, pp. 041-046 (2012) (.pdf)

[53] Maria Pia Fanti, Giorgio Iacobellis, George Georgoulas, Chrysostomos Stylios, Walter
Ukovich, A Decision Support System For Intermodal Transportation Networks Management. In: Proceedings of EMSS 2012: The 24th European Modelling and Simulation Symposium, 19-21 September 2012, Vienna, Austria, pp. 150-155 (2012) (.pdf)

[54] S. Kolios, P. Karvelis, C.D. Stylios and P. Tagkas, Cloud top Height Estimation from the Meteosat Water Vapor Imagery Using Computational Intelligence Techniques: Preliminary Results. In: Proceedings of the 5th International Conference on Advances in Satellite and Space Communications SPACOMM 2013, 21-26 April 2013, Venice, Italy, pp. 65-70 (2013) (.pdf)

[55] S. Kolios and C.D. Stylios, Ambient Systems for the Environmental Monitoring: Characteristic Examples at Different Spatial Scales. In: C.T. Angelis, D. Fotiadis and A.T. Tzallas (Eds.): AMBI-SYS 2013. 3rd International Conference on Ambient Media and Systems, 15 March 2013, Athens, Greece. LNICST 118, pp. 123-130 (2013) (.pdf)

[56] V. Oikonomou, J. Spilka, C. Stylios, L. Lhostka, An adaptive method for the recovery of missing samples from FHR time series. In: Proceedings of CBMS 2013 26th IEEE international Symposium on Computer-Based Medical Systems 20-22 June 2013, Porto, Portugal (2013) (.pdf)

[57] G. Georgoulas, G. Piperagkas, G. Iacobellis, V. Boschian, F. Simeoni, S. Maksimovic, W. Geretto and C.D.
Stylios, Metaheuristic Approaches for Scheduling the Trieste-Fernetti Pickup and Delivery Service. In:Proceedings of 13th IFAC Symposium on Large Scale Complex Systems: Theory and Applications, 7-10 July 2013, Shanghai, China, pp. 514-519 (2013) (.pdf)

[58] V. Georgopoulos and C.D. Stylios, Fuzzy Cognitive Map Hierarchical Triage Decision Support for the
Elderly
. In: Proceedings of 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications SIMULTECH 2013, 29-31 July 2013, Reykjavik, Iceland, pp. 577-583 (2013) (.pdf)

[59] J. Spilka, G.Georgoulas, P. Karvelis, V. Oikonomou, V. Chudacek, C. Stylios, L. Lhotska and P. Janku, Automatic evaluation of FHR Recordings from CTU-UHB CTG Database. In: M. Bursa, S. Khuri and M.E. Renda (Eds.) ITBAM 2013, Proceedings of 4th International
Conference on Information Technology in Bio- and Medical Informatics
, 26-29 August 2013, Prague,
Czech Republic. LNCS 8060, Springer-Verlagpp. 47-61(2013) (.pdf)

[60] E. Bourgani, C.D. Stylios, V. Georgopoulos and G. Manis, A study on Fuzzy Cognitive Maps
structures for Medical Decision Support Systems
. In: Proceedings of EUSFLAT 2013: 8th conference of the European Society for Fuzzy Logic and Technology, 11-13 September 2013, Milano, Italy, pp. 744-751 (2013) (.pdf)

[61] V. Boschian, M.-P. Fanti, G.Georgoulas, G. Iacobellis, C. Stylios and W. Ukovich, A Model based Decision Support System for Logistics Management. In: Proceedings of EMSS 2013: 25th European Modelling and
Simulation Symposium,
 25-27 September 2013, Athens, Greece, pp. 364-369 (2013) (.pdf)

[62] S. Vasilakos, C.D. Stylios and J. Garofalakis, An Analytical Hierarchy process
methodology to evaluate IT solutions for Organizations
. In: Proceedings of EMSS 2013: 25th
European Modelling and Simulation Symposium
, 25-27 September 2013, Athens, Greece, pp.
593-600 (2013) (.pdf)

[63] E. Bourgani, C.D. Stylios, G. Manis and V. Georgopoulos, Fuzzy Cognitive Maps Modeling
and Simulation
. In: Proceedings of EMSS 2013: 25th European Modelling and Simulation Symposium, 25-27 September 2013, Athens, Greece, pp. 561-570 (2013) (.pdf)

[64] F. Simeoni, S. Maksimovic, W. Geretoo, G. Georgoulas and C. Stylios, A software architecture for
Integrated Logistic Management System
. In: Proceedings of EMSS 2013: 25th European Modelling and
Simulation Symposium,
 25-27 September 2013, Athens, Greece, pp. 670-675 (2013) (.pdf)

[65] S. Kolios, O. Mayrodimou and C.D. Stylios, Integrated Large Scale Environmental Information Systems: A short survey. In: L.M. Camarinha-Matos and R.J. Scherer (Eds.) Collaborative Systems for Reindustrialization. 14th IFIP WG 5.5 Working Conference on Virtual Enterprises PRO-VE 2013, Dresden, Germany, 30 September-2 October 2013. IFIP AICT 408, pp. 164-171 (2013) (.pdf)

[66] P. Karvelis, G. Georgoulas, I. Tsoumas, C.D. Stylios and J. Antonino-Daviu and V. Climente-Alarcon, An Intelligent Icons Approach for Rotor Bar Fault Detection. In: Proceedings of 39th Annual conference of the IEEE Industrial Electronics Society IECON, 10-13 November 2013, Vienna, Austria, pp. 5526-5531 (2013) (.pdf)

[67] Jiří Spilka, George Georgoulas, Petros Karvelis, Václav Chudáček, Chrysostomos D. Stylios, and Lenka Lhotská, Discriminating Normal from “Abnormal” Pregnancy Cases Using an Automated FHR Evaluation Method. In: A. Likas, K. Blekas, and D. Kalles (Eds.): SETN 2014. 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. LNAI 8445, pp. 521–531 (2014) (.pdf)

[68] Petros Karvelis, Jacqueline Fairley, George Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L.
Bliwise, Semi-Automated Annotation of Phasic Electromyographic Activity. In: A. Likas, K. Blekas, and D. Kalles (Eds.): SETN 2014. 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. LNAI 8445, pp. 532-543 (2014) (.pdf)

[69] Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos, Time Dependent Fuzzy Cognitive Maps for Medical Diagnosis. In: A. Likas, K. Blekas, and D. Kalles (Eds.):
SETN 2014. 
8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. LNAI
8445, pp. 544-554 (2014) (.pdf)

[70] J. Fairley, P. Karvelis, G.
Georgoulas, C. Stylios, D. Rye and D. Bliwise, Symbolic Representation of
Human Electromyograms for Automated Detection of Phasic Activity During Sleep
. In: Proceedings of 2014 IEEE Statistical Signal Processing Workshop
SSP’14, 29 June-2 July 2014, Gold Coast, Queensland, Australia (2014) (.pdf)

[71] S. Petsios and C. Stylios, A methodology to introduce
exchange maritime information among cross border ports
. In: Proceedings of Workshop Towards Emerging Technology for Harbour
Systems and Services TETHYS 2014, 15 July 2014, Bari, Italy (2014) (.pdf)

[72] P. Karvelis, G. Georgoulas and C.
Stylios, An integrated system for decision support for the complex case of
a port and dry ports
. In: Proceedings of Workshop Towards Emerging Technology for Harbour
Systems and Services TETHYS 2014, 15 July 2014, Bari, Italy (2014) (.pdf)

[73] G. Georgoulas, J. Spilka, P. Karvelis,
V. Chudacek, C. Stylios, L. Lhotska, A three class treatment of the
FHR classification problem using latent class analysis labeling
. In: Proceedings of 36th Annual
International Conference of the IEEE Engineering in Medicine and Biology
, 26-30 August 2014, Sheraton Chicago Hotel and
Towers, Chicago, USA, pp. 46-49 (2014) (.pdf)

[74] V. Georgopoulos, S. Chouliara and C.
Stylios, Fuzzy Cognitive Map Scenario-Based medical Decisions Support
Systems for Education
. In: Proceedings of 36th Annual International
Conference of the IEEE Engineering in Medicine and Biology
, 26-30 August 2014, Sheraton Chicago Hotel and
Towers, Chicago, USA, pp. 1813-1816 (2014) (.pdf)

[75] E. Bourgani, C. D. Stylios, G. Manis,
and V. C. Georgopoulos, Timed Fuzzy Cognitive Maps for
Supporting Obstetricians’ Decisions
. In: 6th European Conference of the
International Federation for Medical and Biological Engineering MBEC 2014, 7-11
September 2014, Dubrovnik, Croatia. IFMBE Proceedings, Volume 45, pp 753-756 (2014) (.pdf)

[76] G. Georgoulas, P. Karvelis, C.D.
Stylios, I.P. Tsoumas, J.A. Antonino-Daviu, V. Climente-Alarcon, Automatizing the broken bar
detection process via short time Fourier transform and two-dimensional
piecewise aggregate approximation representation
. In: Proceedings of Energy Conversion Congress and Exposition ECCE,
2014 IEEE, 14-18 September 2014, Pittsburgh, PA, USA, pp. 3104-3110 (2014) (.pdf)

[77] P. Karvelis, G. Georgoulas and C.
Stylios, A generic tool for the implementation of the Analytic Hierarchy
Process
. In: Proceedings of 16th International Workshop on Computer Science
and Information Technologies, September 17-22, 2014, Sheffield, England, pp.
147-152 (2014) (.pdf)

[78] E. Bourgani, C. D. Stylios, G. Manis,
and V. C. Georgopoulos, Integrated Approach for
Developing Timed Fuzzy Cognitive Maps
. In: Intelligent Systems’2014 Proceedings of
the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw,
Poland. Advances in Intelligent Systems and Computing, Vol. 322, pp. 193-204 (2014) (.pdf)

[79] S. Petsios and C. Stylios, A Collaborative IT Network for
Three Adriatic Maritime Ports
. In: L.M. Camarinha-Matos and H. Afsarmanesh (Eds):
Collaborative Systems for Smart Networked Environments. 15th IFIP WG 5.5
Working Conference on Virtual Enterprises, PRO-VE 2014, October 6-8, 2014,
Amsterdam, The Netherlands. IFIP AICT 434, pp. 722-729 (2014) (.pdf)

[80] P. Karvelis, G. Georgoulas, C.Stylios, I. Tsoumas, J. Antonino-Daviu, M. Picazo Ródenas, V. Alarcón, An Automated Thermographic Image Segmentation Method for Induction Motor Fault Diagnosis. In: Proceedings of  IECON 2014 The 40th Annual Conference of the IEEE Industrial Electronics Society, 29 October-1 November 2014, Sheraton Hotel Dallas – Dallas, TX – USA (2014) (.pdf)

[81] Evangelia Bourgani, Chrysostomos D. Stylios, Fuzzy Cognitive Maps for Decision Making of Complex Logistic Systems. In: Proceedings of 13th Mexican International Conference on Artificial Intelligence, 16-22 November 2014, Tuxtla Gutiérrez, Chiapas, Mexico (2014) (.pdf)

[82] P. Karvelis, G. Georgoulas, C. Stylios, J. Antonino-Daviu, I. Tsoumas, J. Hernandez and G. Nikolakopoulos, Symbolic time series analysis  of the soft starting transient in induction machines. In: Proceedings of 2015 IEEEE International Conference on Industrial Technology (ICIT 2015), March 17-19, 2015, Seville, Spain (2015) (.pdf)

[83] E. Bourgani, C.D. Stylios, G. Manis, and V.C. Georgopoulos, Timed Fuzzy Cognitive Maps. In:Proceedings of IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2015, August 2-5, 2015, Istanbul, Turkey (2015) (.pdf)

[84] C.D. Stylios and V.C. Georgopoulos, Develop Fuzzy Cognitive Maps based on recorded data and information. In: Proceedings of IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2015, August 2-5, 2015, Istanbul, Turkey (2015) (.pdf)

[85] Seungjun Ahn, A. J. Antony Chettupuzha, Ronald Ekyalimpa, Stephen Hague, Simaan M. AbouRizk and
Chrysostomos D. Stylios, Fuzzy Cognitive Maps as a Tool for Modeling Construction Labor Productivity. In: Proceedings of 2015 Annual Conference of the North American Fuzzy Information Processing Society
(NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC)
, 17-19 Aug. 2015, Redmond, WA. DOI: 10.1109/NAFIPS-WConSC.2015.7284150 (2015) (.pdf)

[86] C. Stylios, A. Pownuk and V. Kreinovich, Sometimes, It Is Beneficial to Process Different Types of
Uncertainty Separately
. In: Proceedings of 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 17-19 Aug. 2015, Redmond, Washington, USA. DOI: 10.1109/NAFIPS-WConSC.2015.7284165 (2015) (.pdf)

[87] C. Stylios and V. Kreinovich, Symbolic Aggregate ApproXimation (SAX) under Interval Uncertainty.In: Proceedings of 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 17-19 Aug. 2015, Redmond, Washington, USA. DOI: 10.1109/NAFIPS-WConSC.2015.7284164 (2015) (.pdf)

[88] A. Seungjun, A. Chettupuzha, R. Ekyalimpa, S. Hague, A. AbouRizk and C. D. Stylios, Supervisory FCM simulation in tunnel construction. In: Proceedings of The 27th European Modeling & Simulation Symposium EMSS, September 21-23, 2015, Bergeggi, Italy (2015) (.pdf)

[89] G. Georgoulas, P. Karvelis, I. Tsoumas, J. Antonino-Daviu, J. Corral Hernandez, C. Stylios, V. Alarcon
Climente and G. Nikolakopoulos, Automatizing the detection of rotor failures in induction motors operated via soft-starters. In: Proceedings of the 41st Annual Conference of IEEE Industrial Electronics Society, IECON 2015, November 9-12, 2015, Yokohama, Japan, 2015 (.pdf)

[90] S. Kolios, S. Petsios, D. Loukadakis and C. Stylios, Marine weather monitoring through a WebGIS application. In: Proceedings of the Workshop Towards Emerging Technology for Harbour Systems and Services (TETHYS 2015), Bari, Italy, December 14, 2015 (.pdf)

[91] S. Petsios and C. Stylios, Scalable web services for exchanging maritime information among port community systems and/or port stakeholders. In: Proceedings of the Workshop Towards Emerging Technology for Harbour Systems and Services (TETHYS 2015), Bari, Italy, December 14, 2015 (.pdf)

[92] C. Stylios, G. Georgoulas, P. Karvelis, J. Spilka, V. Chudacek and L. Lhotska, Least squares support vector
machines for FHR classification and assessing the pH based categorization
. In: Proceedings of 4th
Mediterranean Conference on Medical and Biological Engineering and Computing
, MEDICON 2016, 31st March-2nd April 2016, Paphos, Cyprus, pp. 1205-1209 (2016) (.pdf)

[93] V.C. Georgopoulos, C.D. Stylios, M. Kambanaros and G. Malandraki, Online Decision Support for
Speech and Language Pathology Assessment and Rehabilitation of Individuals with Multiple Needs
. In: Proceedings of 14th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016, 31st March-2nd April 2016, Paphos, Cyprus, pp. 1303-1307 (2016) (.pdf)

[94] P. Karvelis, G. Georgoulas, J. Fairley, C. Stylios, D. Rye and D. Bliwise, Towards a Fully Automated Tool
for Annotation of Phasic Electromyographic Activity
. In: Proceedings of 24th Mediterranean Conference on Control and Automation, June 21-24, 2016, Athens, Greece (2016) (.pdf)

[95] Alexander A. Petunin, Chrysostomos Stylios, Optimization Models of Tool Path Problem for CNC Sheet Metal

 Cutting Machines. In: Proceedings of IFAC Conference on Manufacturing Modelling, Management and Control, June 28-30, 2016. Troyes, France (2016) (.pdf)

[96] Stavros Kolios, Dimitrios Loukadakis, Chrysostomos Stylios, Andreas Kazantzidis, and Aleksandr Petunin, A WebGIS Application for Cloud Storm Monitoring. In: G. Arnicans, V. Arnicane, J. Borzovs, L. Niedrite (Eds.): Databases and Information SystemsProceedings of 12th International Baltic Conference, DB&IS 2016, Riga, Latvia, July 4-6, 2016. Communications in Computer and Information Science (Series), Vol. 615, pp. 151–163. DOI
10.1007/978-3-319-40180-5 (2016) (.pdf)

[97] G. Georgoulas, V. Climente-Alarcon, J. Antonino-Daviu, C. Stylios, A. Arkkio, G. Nikolakopoulos, A Multi-label Classification Approach for the Detection of Broken Bars and Mixed Eccentricity Faults Using
the Start-up Transient
. In: Proceedings of INDIN 2016 IEEE International Conference on Industrial Informatics, 18-21 July 2016, Futuroscope-Poitiers, France (2016) (.pdf) (in press)

[98] G. Georgoulas, P. Karvelis, S. Kolios and C. D. Stylios, Examining nominal and ordinal classifiers
for forecasting wind speed
. In: Proceedings of 2016 IEEE 8th International Conference on Intelligent Systems (IS’16), 3-5 September 2016, Sofia, Bulgaria. pp. 504-509 (2016) (.pdf)

[99] E. Bourgani, C.D. Stylios, G. Manis, and V.C. Georgopoulos, Timed-Fuzzy Cognitive Maps: An
overview
. In: Proceedings of 2016 IEEE International Conference on Systems, Man and Cybernetics SMC2016, October 9-12, 2016, Budapest, Hungary, pp. 4483-4488 (2016) (.pdf)

[100] D. Case and C.D. Stylios, Fuzzy Cognitive Map to Model Project Management Problems. In: Proceedings of 35th Annual Conference of the North American Fuzzy Information Processing Society NAFIPS’2016, October 31-November 4, 2016, El Paso, USA (2016) (.pdf)

[101] D. Case and C.D. Stylios, Introducing a Fuzzy Cognitive Map for Modeling Power Market Auction Behavior. In: Proceedings of 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), 6-9 December 2016, Athens, Greece (2016) (.pdf)

[102] A. Petunin, C. Stylios, Optimization Models of Tool Path Problem for CNC Sheet Metal Cutting MachinesIn: Proceedings of 8th IFAC Conference on Manufacturing Modelling, Management and Control,28-30 June 2016, Troyes, France, pp. 23-28 (2016)

 

International Conferences with abstract Review

[1] D. Stylios, V.C. Georgopoulos and P.P. Groumpos, Applying Fuzzy Cognitive Maps in Supervisory Control SystemsIn: Proceedings of European Symposium on Intelligent Techniques, 19-21 March 1997, Bari, Italy, pp.131-135 (1997) (.pdf)

[2] C.D. Stylios and P.P. Groumpos, Using Fuzzy Cognitive Maps toAchieve Intelligence in Manufacturing Systems. In: Proceedings of 1st International Workshop on Intelligent Manufacturing Systems, 15-17 April 1998, Lausanne, Switzerland, pp. 85-95 (1998) (.pdf)

[3] N. Christova, C. Stylios, P. Groumpos and M. Hadjiski, Using Fuzzy Cognitive Maps to Integrate Different modeling Techniques. In: Proceedings of Advanced Summer Institute ASI2000, 18-20 September
2000,Bordeaux, France, pp. 424-429 (2000) (.pdf)

[4] A. Diamadopoulou, C. Stylios, P. Groumpos, Development Fuzzy Cognitive Maps Models to Represent ERP issues. In: Proceedings of Advanced Summer Institute ASI2000, 18-20 September 2000, Bordeaux, France, pp. 128-135 (2000) (.pdf)

[5] M. Boubopoulou, C. Stylios, P. Groumpos, Enhanced Decision Support Systems for Medical Applications. In: Proceedings of Advanced Summer Institute ASI2000, 18-20 September 2000, Bordeaux, France, pp. 102-105 (2000) (.pdf)

[6] V.C. Georgopoulos, G.A. Malandraki, C.D. Stylios, A Computer Based Speech Therapy System for Articulation Disorders. In: Proceedings of 4th International Conference Neural Networks and Expert Systems in Medicine & Healthcare, 20-22 June 2001, Milos Island, Greece, pp. 223-230 (2001) (.pdf)

[7] N. Nikitaris, G. Georgoulas, C.D. Stylios and P.P. Groumpos, An Advanced Software Tool for
Analyzing and Interpreting CTGs
. In: Proceedings of 4th International Conference Neural Networks and Expert Systems in Medicine & Healthcare, 20-22 June 2001, Milos Island Greece, pp. 253-259 (2001) (.pdf)

[8] E. Papageorgiou, C.D. Stylios and P.P. Groumpos, Learning Algorithms For Fuzzy Cognitive MapsIn: Proceedings of International Conference in Fuzzy Logic and Technology, 5-7 September 2001, De Montfort University, Leicester, England, pp. 83-88 (2001) (.pdf)

[9] C.D. Stylios, P. Georgopoulos and P.P. Groumpos, Decision Support System for radiotherapy based on Fuzzy Cognitive  Maps. In: Proceedings of International Conference in Fuzzy Logic and Technology, 5-7 September 2001, De Montfort University, Leicester, England, pp. 431-434 (2001) (.pdf)

[10] G. Nokas, A. Koutras I. Christoyianni, G. Georgoulas, C.D. Stylios, P. Groumpos, Prediction of Missing Data In Cardiotocograms using the Expectation Maximization AlgorithmIn: Proceedings of 5th International Workshop on Mathematical Methods in Scattering Theory & Biomedical Technology, 18-19 October 2001, Hotel Kontokali Bay, Corfu, pp. 354-362 (2001) (.pdf)

[11] P. Larraz, R. Villarroel, C.D Stylios, Fuzzy Cognitive Maps as Naphta Reforming Monitoring MethodIn: Proceedings of European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems, 13-14 December 2001, Tenerife, Spain, pp. 583-591 (2001) (.pdf)

[12] M. Margaritis, C. Stylios, P. Groumpos, Fuzzy Cognitive Map Software. In: Proceedings of 10th International Conference on Software, Telecommunications and Computer Networks SoftCom 2002, 8-11 October 2002, Dalmatia, Croatia, pp. 40-46 (CD-ROM) (2002) (.pdf)

[13] V. Georgopoulos, C. Stylios, G. Malandraki, A multimedia Environment for Speech and Language ImpairedIn: Proceedings of 10th International Conference on Software, Telecommunications and Computer Networks
SoftCom 200
2, 8-11 October 2002, Dalmatia, Croatia, pp. 616-620 (CD-ROM) (2002) (.pdf)

[14] A. Alexandridi, C. Stylios, G. Manis, Neural Networks and Fuzzy Logic Approximation and Prediction for HRV Analysis. In: Proceedings of European Symp. Intelligent Technologies, Hybrid Systems & their implementation on Smart Adaptive Systems, 10-12 July 2003, Oulu, Finland, pp. 312-317 (2003) (.pdf)

[15] E.I. Papageorgiou, P. Spyridonos, C.D. Stylios, P. Ravazoula, P.P. Groumpos, & G. Nikiforidis, A Fuzzy Cognitive Map model for grading urinary bladder tumors. In: Proceedings of 5th International Conference in Neural Networks & Experts Systems in Medicine & Healthcare NNESMED 2003 and 1st International Conference in Computational Intelligence in Medicine & Healthcare CIMED 2003, 21-23 July 2003, Sheffield, UK, pp. 55-60 (2003) (.pdf)

[16] G. Georgoulas, C. Stylios, and P. Groumpos, Classification of Cardiotocograms based on Independent Component Analysis and Support Vector Machines. In: Proceedings of 3rd Hellenic Conference on Artificial Intelligence SETN’04, 5-8 May 2004, Samos, Greece (2004) (.pdf)

[17] G. Georgoulas, C. Stylios, E. Papageorgiou and P. Groumpos, Tuning Support Vector Machines via Particle Swarm Optimization for the Classification of FHR signalsIn: Proceedings of 7th Biosignal Conference, 28-30 June 2006, Brno, Czech Republic, pp. 169-171 (2006) (.pdf

[18] G. Georgoulas, C. Stylios, V. Chudacek, M. Macas, J. Bernardes and L. Lhotska and P. Groumpos, Classification of Fetal Heart Rate Signals Based on Features Selected Using the Binary Particle Swarm
Algorithm
In: Proceedings of World Congress on Medical Physics and Biomedical Engineering 2006
(WC 2006) (CD-ROM)
, 27 August-1 September 2006, Seoul, Korea (2006) (.pdf

[19] E. Papageorgiou, G. Georgoulas, C. Stylios and P. Groumpos, Applying computational intelligence methods for tumour characterizationIn: Proceedings of World Congress on Medical Physics and Biomedical Engineering 2006
(WC 2006) (CD-ROM), 
27 August-1 September 2006, Seoul, Korea (2006) (.pdf

[20] E. Papageorgiou, C. Stylios and P. Groumpos, Hybrid model based on Decision Trees and Fuzzy Cognitive Maps for Medical Decision Support System. In: Proceedings of World Congress on Medical Physics and Biomedical Engineering 2006 (WC 2006) (CD-ROM), 27 August-1 September 2006, Seoul, Korea (2006) (.pdf

[21] V. Chudácek, G. Georgoulas, C. Stylios, M. Staviar, M. Hanuliak, and L. Lhotská, Comparison of Methods for Premature Ventricular Beat DetectionIn: Proceedings of International Special Topic Conference on Information Technology in Biomedicine ITAB 2006, 26-28 October 2006, Ioannina – Epirus, Greece (2006) (.pdf

[22] M. Huptych, V. Chudacek, G.Georgoulas, L. Lhotska and C.Stylios, SVM classification of holter
ECG beats using wavelet features
. In: Proceedings of 8th International Workshop on Mathematical Methods in Scattering Theory and Biomedical Technology, 25-28 September 2007, Lefkas, Greece (2007) (.pdf

[23] G. Georgoulas, V.C. Georgopoulos and C.D. Stylios, Investigating Articulating Disorders Using Empirical Mode Decomposition. In: Proceedings of 6th European Symposium on Biomedical Engineering ESMBE 2008,19-21 June 2008, Chania, Crete Island, Greece (2008) (.pdf

[24] V.C. Georgopoulos and C.D. Stylios, Diagnosis Support Using Fuzzy Cognitive Maps combined with Genetic
Algorithms
. In: Proceedings of The 31st Annual International IEEE EMBS Conference EMBC’09, 2-6 September 2009, Minneapolis, USA (2009) (.pdf

[25] V. Chudacek, L. Lhotska, G. Georgoulas and C. Stylios, Is it possible to distinguish different types of ECG-holder beats based solely on features obtained from windwed QRS complex?. In: Proceedings of World Congress
on Medical Physics and Biomedical Engineering 2009, WC 2009,
 7-12 September 2009, Munich, Germany
(2009) (.pdf)

[26] V. Chudacek, M. Huptych, G. Georgoulas, M. Koucky, C. Stylios and L. Lhotska, Comparison of Linear and
Non-linear Features for Intrapartum Cardiotocography evaluation – Clinical Usability vs Contribution to Classification
In: Proceedings of 20th Biennial International EURASIP Conference, Biosignal 2010, 27-29 June 2010, Brno, Czech Republic (2010) (.pdf)

[27] J. Fairley, G. Georgoulas, A. Johnson-Long, C.D. Stylios, D. Bliwise, D. Rye, Computerized detection of
movement artifacts in polysomnogram data
. In: Proceedings of Twenty-third Meeting of the European Neurological Society, 8-11 June 2013, Barcelona, Spain, Journal of Neurology, Vol. 260, Supplement 1 (pp.1-280), P775, pp. S202 (2013) (abstract)

[28] L. Antonopoulos, E. Samara, C. Stylios and Y. Bakouros, Using pre-commercial procurement as a driver of innovation for the regional public sector: the case of GreeceIn: Proceedings of 6th International Conference for
Enterpreneuership, Innovation and Regional Development ICEIRD2013, 20-21 June 2013, Istanbul, Turkey, pp. 718-728 (2013) (.pdf

[29] W. Ukovich, M.-P. Fanti, V. Boschian, G. Iacobellis, C.D. Stylios and G. Georgoulas, A hybrid approach to tactical decisions: The Trieste Port-Dry port case. In: Proceedings of 26th European Conference on Operational Research, 1-4 July 2013, Rome, Italy, p. 68 (2013) (abstract)

[30] S. Kolios and C. Stylios, Coastal marine environmentmonitoring using satellite data derived from MODIS instrument. In: C.D. Stylios, T. Floqi, J. Marinski,L. Damiani (eds.) Sustainable Development of Sea-Corridors and Coastal Waters:The TEN ECOPORT project in South East Europe. TEN ECOPORT 1stInternational Conference, 3 April 2014, Tirana, Albania. Springer ISBN978-3-319-11384-5, p. 125-131 (2014) (.pdf)

[31] S. Kolios and C. Stylios, Combined use of an instability index and SEVIRI water vapor imagery to detect unstable air massesIn: Proceedings of 2014 Annual EUMETSAT Meteorological Satellite Conference, 22-26 September 2014, Geneva, Switzerland (2014) (.pdf)

[32] Kolios S., Stylios C., Spatiotemporal relation between sea surface temperature and cloud convection in the Mediterranean basin during warm seasonIn: Proceedings of EARTH OBSERVATION FOR OCEAN-ATMOSPHERE INTERACTIONS SCIENCE 2014 (Co-organised by ESA, SOLAS and EGU), 28-31 October
2014, Frascati (Rome), Italy (2014) (.pdf)

 

 

 



(C) Copyright Notice: The documents available from this web page are provided as a means to ensure timely dissemination of technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each author’s copyright. These works may not be reposted or reproduced without the explicit permission of the copyright holder (Springer-Verlag, ACM, IEEE, Elsevier, Academic Press, etc.). Permission to make digital or hard copies of part or all of these works for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage. The electronic version of some of the works available from this site may differ from the definitive published version.