Πρακτικά Διεθνών Συνεδρίων Με Κρίση Πλήρους Κειμένου

D. Stylios, V.C. Georgopoulos and P.P. Groumpos, “Introducing the Theory of Fuzzy Cognitive Maps in Distributed Systems”, Proc. of 12th IEEE International Symposium on Intelligent Control, July 16-18, 1997, Istanbul, Turkey, pp. 55-60 (1997)
C. D. Stylios, V.C. Georgopoulos and P.P. Groumpos, “Fuzzy Cognitive Maps Modeling Supervisory Large Scale Control Systems”, Proc. of IFAC Large Scale System Symposium (LSS 98), 15-17 July 1998, Patras, Greece, pp. 73-78 (1998)
C. D. Stylios and P.P. Groumpos, “Mathematical Formulation of Fuzzy Cognitive Maps”, Proc. of 7th IEEE Mediterranean Conference on Control and Automation, June 28-30, 1999, Haifa, Israel (CD-ROM) (1999)
C. D. Stylios and P.P. Groumpos, “Fuzzy Cognitive Maps: A soft Computing Technique for Intelligent Control”, Proc. of the 2000 IEEE International Symposium on Intelligent Control, 17-19 July 2000, Patras, Greece, pp. 97-102 (2000)
V. Georgopoulos, G. Malandraki and C. Stylios, “Development of Intelligent Method for Differential Diagnosis of Specific Language Impairment”, Proc. of 23rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 25-28 October 2001, Istanbul, Turkey (2001)
C. D. Stylios, G. Georgoulas and P.P. Groumpos, “The Challenge of Using Soft Computing for Decision Support during Labour”, Proc. of 23rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 25-28 October 2001, Istanbul, Turkey (2001)
C. D. Stylios, “The Knowledge Based Technique of Fuzzy Cognitive Maps for Modeling Complex Systems”, Proc. of 16th European Meetings on Cybernetics and Systems Research (EMCSR), 2-5 April 2002, University of Vienna, Austria, pp. 524-529 (2002)
C. D. Stylios, N. Christova and P.P. Groumpos, “A Hierarchical Modeling Technique of Industrial Plants Using Multimodel Approach”, Proc. of 10th IEEE Mediterranean Conference on Control and Automation, 9-12 July 2002, Lisbon, Portugal (CD-ROM) (2002)
E. Papageorgiou , C. D. Stylios and P.P. Groumpos, “Activation Hebbian Learning Rule For Fuzzy Cognitive Maps”, Proc. of 15th IFAC International Federation of Automatic Control World Congress, 21-26 July 2002, Barcelona, Spain (CD-ROM) (2002)
E. Papageorgiou, C. Stylios and P. Groumpos, “Decision Making in External Beam Radiation Therapy based on Fuzzy Cognitive Maps”, Proc. of 1st International IEEE Symposium on Intelligent Systems, 10-12 September 2002, Varna, Bulgaria, pp. 312-317 (2002)
N. Christova, C. Stylios and P.P. Groumpos, “Production Planning For Complex Plants using Fuzzy Cognitive Maps”, Proc. of 7th IFAC Workshop on Intelligent Manufacturing Systems, April 6-8, 2003, Budapest, Hungary, pp. 81-86 (2003)
G. Georgoulas, C. Stylios and P. Groumpos, “Integrated Approach for Classification of Cardiotocograms based on Independent Component Analysis and Neural Networks”, Proc. of 11th IEEE Mediterranean Conference on Control and Automation, 18-20 June 2003, Rodos, Greece (CD-ROM) (2003)
A. S. Martchenko, I.L. Ermolov, P.P. Groumpos, J. V. Poduraev, and C. D. Stylios, “Investigating Stability Analysis issues for Fuzzy Cognitive Maps”, Proc. of 11th IEEE Mediterranean Conference on Control and Automation, 18-20 June 2003, Rodos, Greece (CD-ROM) (2003)
N. Christova, M. Hadjiski, G. Vachkov, C. Stylios, “An integrated approach to intelligent modeling of industrial plants”, Proc. 2003 IEEE Int Symp on Computational Intelligence in Robotics and Automation, vol 3, July 2003, Kobe, Japan, pp. 1527–1532 (2003)
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”, Proc. of 16th International Conference on Systems Engineering, 9th-11th September 2003, Coventry University, UK, pp. 542-547 (2003)
E. I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “Fuzzy Cognitive Map Learning based on Nonlinear Hebbian Rule”, 16th Australian Joint Conference on Artificial Intelligence AI 03, December 3-5, 2003, Perth-Western Australia, in T.D. Gedeon and L.C.C. Fung (Eds.): AI 2003, LNAI 2903, pp. 256-268 (2003)
E. I. Papageorgiou, P.P. Spyridonos, C.D. Stylios, P. Ravazoula, G. Nikiforidis and P.P. Groumpos, “The Challenge of Soft Computing Techniques for Tumour Characterization”, 7th International Conference on Artificial Intelligence and Soft Computing ICAISC, 7-11 June 2004, Zakopane, Poland, in Lecture Notes in Artificial Intelligence, Vol. 3070, pp. 1031-1036 (2004)
E. I. Papageorgiou, C.D. Stylios and P.P. Groumpos, “The Challenge of Using Unsupervised Learning Algorithms for Fuzzy Cognitive Maps”, IJCNN 2004 International Conference on Neural Networks & IEEE 2004 International Conference on Fuzzy Systems, 25-28 July 2004, Budapest (CD-ROM) (2004)
G. Georgoulas, G. Nokas, C. Stylios, and P. Groumpos, “Classification of Fetal Heart Rate during labour using Hidden Markov Models”, IJCNN 2004 International Conference on Neural Networks & IEEE 2004 International Conference on Fuzzy Systems, 25-28 July 2004, Budapest (CD-ROM) (2004)
G. Georgoulas, C. Stylios, J. Bernades and P. Groumpos, “Classification of Cardiotocograms using Support Vector Machines”, Proc. of 10th IFAC Symposium on Large Scale Systems: Theory and Applications (LSS 04), July 26-28, 2004, Osaka, Japan (2004)
G. Georgoulas, C. Stylios and P. Groumpos, “Classification of Fetal Heart Rate using Scale Dependent Features and Support Vector Machines”, 16th IFAC World Congress, 4-8 July 2005, Prague, Czech Republic (CD-ROM) (2005)
G. Georgoulas, C. Stylios and P. Groumpos, “Investigation and Comparison of different Scale Dependent Features for Fetal Heart Rate Classification”, 16th IFAC World Congress, 4-8 July 2005, Prague, Czech Republic (CD-ROM) (2005)
V. Georgopoulos and C. Stylios, “Augmentative Fuzzy Cognitive Maps with Case Based Reasoning for Advanced Medical Application”, 8th Joint Conference on Information Sciences, July 21-26, 2005, Salt Lake City, Utah, USA (2005)
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”, 3rd European Medical & Biological Engineering Conference EMBC 05, 20-25 November 2005, Prague, Czech Republic (2005)
G. Georgoulas, C. Stylios, and P. Groumpos, “Classification of FHR during the Intrapartum Period Using Wavelet Neural Networks Trained By PSO”, 3rd European Medical & Biological Engineering Conference EMBC 05, 20-25 November 2005, Prague, Czech Republic (2005)
G. Georgoulas, V. Chudáček, J. Rieger, C. Stylios, and L. Lhotska, “Methods and tools for processing Biosignals: a survey paper”, 3rd European Medical & Biological Engineering Conference EMBC 05, 20-25 November 2005, Prague, Czech Republic (2005)
Elpiniki Papageorgiou, Chrysostomos Stylios, and Peter Groumpos, “Introducing Interval Analysis in Fuzzy Cognitive Map Framework”, Proc. of 4th Hellenic Conference on Artificial Intelligence, Heraklion, Crete, 18-20 May 2006, in G. Antoniou et al. (Eds.): SETN 2006, LNAI 3955, p. 571-575 (2006)
A. Papadimitriou, G. Georgoulas, C. Stylios and P. Groumpos, “Ant colony algorithm for near-optimal arrangement of linear machine layout”, Proc. 1st IFAC Workshop on Applications of Large Scale Industrial Systems (ALSIS´06), 30-31 August 2006, Helsinki, Finland (CD-ROM) (2006)
G. Georgoulas, V. Georgopoulos and C. Stylios, “Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets”, 28th IEEE EMBS Annual International Conference, 30 Aug.-3 Sept 2006, New York, USA (2006)
I. Tsoulos, G. Georgoulas, D. Gavrilis, C. Stylios, J. Bernardes, P. Groumpos, “Introducing Grammatical Evolution in Fetal Heart Rate Analysis and Classification”, 3rd International IEEE Conference on Intelligent Systems, September 4-6, 2006, London, UK, pp. 560-565 (2006)
E. Papageorgiou, G. Georgoulas, C. Stylios, G. Nikiforidis and P. Groumpos, “Combining Fuzzy Cognitive Maps with Support Vector Machines for bladder tumor grading”, 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems KES 2006, 9-11 October 2006, Bournemouth, UK, in B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): KES 2006, Part I, LNAI 4251, pp. 515–523 (2006)
A. Makrinos, E. Papageorgiou, C. Stylios and T. Gemtos, “Introducing Fuzzy Cognitive Maps for decision making in precision agriculture”, 6th European Conference on Precision Agriculture, 3-6 June 2007, Skiathos, Greece, pp. 223-231 (2007)
C. Antonopoulos, V.G. Papadakis, Ch. Stylios, P.P. Groumpos, M. Efstathiou, “Benchmarking for Creativity Understanding and Fostering in Conventional and New-Technology based firms”, XXIV IASP World Conference, 2-4 July 2007, Barcelona, Spain (2007)
E. Papageorgiou, C. Stylios and P. Groumpos, “Novel Architecture for supporting medical decision making of different data types based on Fuzzy Cognitive Map Framework”, Proc. of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2007, 23-26 August 2007, Cité Internationale, Lyon, France. pp. 1192-1195 (2007)
V.Chudáček, M. Petrík, G.Georgoulas, M. Čepek, L. Lhotská and C. Stylios, “Comparison of seven approaches for holter ECG clustering and classification”, Proc. of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2007, 23-26 August 2007, Cité Internationale, Lyon, France. pp. 3844-3847 (2007)
C.D. Stylios and V.C. Georgopoulos, “Genetic Algorithm enhanced Fuzzy Cognitive Maps for Medical Diagnosis”, 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), 1-6 June 2008, Hong-Kong, China, pp. 2123-2128 (2008)
V. Chudacek, J. Spilka, B. Rubackova, M. Koucly, G. Georgoulas, L. Lhotska and C. Stylios, “Evaluation of feature subsets for classification of cardiotocographic recordings”, Proc. of the 35th Annual Conference Computers in Cardiology, 14-17 September 2008, Bologna, Italy, in Computers in Cardiology 2008, Vol. 35, pp. 845-848 (2008)
S. Mohagheghi, G. Georgoulas, C. Stylios, P. Groumpos, “Evolutionary Approaches to the Linear Machine Layout Problem”, 13th IFAC Symposium on Information Control Problems in Manufacturing INCOM 09, 3-5 June 2009, Moscow, Russia, pp. 1228-1233 (2009)
V. Kappatos, G. Georgoulas, C. Stylios, and Evangelos S. Dermatas, “Evolutionary Dimensionality Reduction for Crack Localization in Ship Structures using a Hybrid Computational Intelligent Approach”, Proc. of International Joint Conference on Neural Networks IJCNN 2009, June 14-19, 2009, Atlanta, Georgia, USA, pp. 1531-1538 (2009)
G. Georgoulas, V. C. Georgopoulos, G. Stylios, C. Stylios, “Detection of Articulation Disorders using Empirical Mode Decomposition and Neural Networks”, Proc. of International Joint Conference on Neural Networks IJCNN 2009, June 14-19, 2009, Atlanta, Georgia, USA, pp. 959-964 (2009)
V. Kappatos, G. Georgoulas, C. Stylios, and Evangelos S. Dermatas, “Wavelet Usage for Feature Extraction for Crack Localization”, 17th Mediterranean Conference on Control & Automation, 24-26 June 2009, Makedonia Palace, Thessaloniki, Greece pp. 1540-1545 (2009)
V. Chudáček, G. Georgoulas, M. Huptych, C. Stylios and L. Lhotská, “Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier”, 19th International Conference on Artificial Neural ICANN 2009, 14-17 September 2009, LNCS 5769, pp. 485-494 (2009)
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?”, 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, pp. 57-66 (2010)
C.D. Stylios and V.C. Georgopoulos, “Fuzzy Cognitive Maps for Medical Diagnosis Support – A paradigm from Obstetrics”, The 32nd Annual International Conference of the IEEE EMBS EMBC 10, 31st August-4 September 2010, Buenos Aires, Argentina, pp. 1174-1177 (2010)
J. Fairley, G. Georgoulas, C. Stylios and D. Rye, “A Hybrid Approach for Artifact Detection in EEG Data”, 20th International Conference on Artificial Neural Networks ICANN 2010, 15-18 September 2010, Thessaloniki, Greece, LNCS 6352, pp. 436-441 (2010)
J. Fairley, G. Georgoulas, C. Stylios, G. Vachtsevanos, D. Rye and D. Bliwise, “Phasic electromyographic Metric detection based on wavelet analysis”, 19th Mediterranean Conference on Control and Automation MED 2011, 20-23 June 2011, Corfu, Greece, pp. 497-502 (2011)
C.D. Stylios and G. Georgoulas, “Modeling Complex Logistics Systems using Soft Computing Methodology of Fuzzy Cognitive Maps”, 7th IEEE Conference on Automation Science and Engineering CASE 2011, 24-27 August 2011, Trieste, Italy, pp. 72-77 (2011)
C.D. Stylios and V.C. Georgopoulos, “Medical Decision Support Systems based on Soft Computing Techniques”, 18th IFAC World Congress, 28th August -2nd September 2011, Milano, Italy, pp. 14115-14120 (2011)
S. Kolios, G. Georgoulas and C.D. Stylios, “Downscaling Meteosat Second Generation Thermal Infrared Imagery”, Proc. of the International Conference on Information Technologies InfoTech 2011, 15-16 September 2011, Varna, Bulgaria, pp. 217-224 (2011)
Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas, “Integrating particle swarm optimization with reinforcement learning in noisy problems”, Proc. of GECCO 2012, 7-11 July 2012, Philadelphia, USA, pp. 65-72 (2012)
V.C. Georgopoulos and C.D. Stylios, “Introducing Fuzzy Cognitive Maps for developing Decision Support Systems for Triage at Emergency Room Admissions for the Elderly”, 8th IFAC Symposium on Biological and Medical Systems, 29-31 August 2012, Budapest, Hungary. Vol. 45, Issue 18, 2012, pp. 484-489. doi:10.3182/20120829-3-HU-2029.00107 (2012)
Spiros Vasilakos, Giorgio Iacobellis, Chrysostomos D. Stylios and Maria Pia Fanti, “Decision Support Systems Based on a UML Description Approach”, Proc. of 6th IEEE International Conference on Intelligent Systems IS’12, 6-8 September 2012, Sofia, Bulgaria, pp. 041-046 (2012)
Maria Pia Fanti, Giorgio Iacobellis, George Georgoulas, Chrysostomos Stylios, Walter Ukovich, “A Decision Support System For Intermodal Transportation Networks Management”, Proc. of EMSS 2012: The 24th European Modelling and Simulation Symposium, 19-21 September 2012, Vienna, Austria, pp. 150-155 (2012)
S. Kolios and C.D. Stylios, “Ambient Systems for the Environmental Monitoring: Characteristic Examples at Different Spatial Scales”, Proc. of the 3rd International Conference on Ambient Media and Systems AMBI-SYS 2013, 15 March 2013, Athens, Greece, in C.T. Angelis, D. Fotiadis and A.T. Tzallas (Eds.): AMBI-SYS 2013, LNICST 118, pp. 123-130 (2013)
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”, Proc. of the 5th International Conference on Advances in Satellite and Space Communications SPACOMM 2013, 21-26 April 2013, Venice, Italy, pp. 66-71 (2013)
V. Oikonomou, J. Spilka, C. Stylios, L. Lhotska, “An adaptive method for the recovery of missing samples from FHR time series”, 26th IEEE international Symposium on Computer-Based Medical System 2013, 20-22 June 2013, Porto, Portugal, pp. 337-342 (2013)
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”, 13th IFAC Symposium on Large Scale Complex Systems: Theory and Applications, 7-10 July 2013, Shanghai, China, pp. 514-519 (2013)
V. Georgopoulos and C. D. Stylios, “Fuzzy Cognitive Map Hierarchical Triage Decision Support for the Elderly”, 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications SIMULTECH 2013, 29-31 July 2013, Reykjavik, Iceland, pp. 577-583 (2013)
J. Spilka, G. Georgoulas, P. Karvelis, V. Oikonomou, V. Chudacek, C. Stylios, L. Lhotska and P. Janku, “Automatic evaluation of FHR recordings from CTU-UNB CTG database”, 4th International Conference on Information Technology in Bio- and Medical Informatics ITBAM 2013, 26-30 August 2013, Prague, Czech Republic, in M. Bursa, S. Khuri and M.E. Renda (Eds.) ITBAM 2013, LNCS 8060, pp. 47-61, Springer-Verlag (2013)
E. Bourgani, C. D. Stylios, V. Georgopoulos and G. Manis, “A study on Fuzzy Cognitive Maps structures for Medical Decision Support Systems”, Proc. of EUSFLAT 2013: 8th conference of the European Society for Fuzzy Logic and Technology, 11-13 September 2013, Milano, Italy, pp. 744-751 (2013)
S. Vasilakos, C. D. Stylios and J. Garofalakis, “An Analytical Hierarchy process methodology to evaluate IT solutions for Organizations”, Proc. of EMSS 2013: 25th European Modelling and Simulation Symposium, 25-27 September 2013, Athens, Greece (CD-ROM) (2013)
E. Bourgani, C. D. Stylios, G. Manis and V. Georgopoulos, “Fuzzy Cognitive Maps modeling and Simulation”, Proc. of EMSS 2013: 25th European Modelling and Simulation Symposium, 25-27 September 2013, Athens, Greece (CD-ROM) (2013)
V. Boschian, M. P. Fanti, G. Georgoulas, G. Iacobellis, C. Stylios and W. Ukovich, “A Model based Decision Support Systems for logistics Management”, Proc. of EMSS 2013: 25th European Modelling and Simulation Symposium, 25-27 September 2013, Athens, Greece (CD-ROM) (2013)
F. Simeoni, S. Maksimovic, W. Geretto, G. Georgoulas and C. Stylios, “A software architecture for Integrated Logistic Management System”, Proc. of EMSS 2013: 25th European Modelling and Simulation Symposium, 25-27 September 2013, Athens, Greece (CD-ROM) (2013)
S. Kolios, O. Mayrodimou and C.D. Stylios, “Integrated Large-Scale Environmental Information Systems: A short survey”, The 14th IFIP Working Conference on Virtual Enterprises PRO-VE’13, 30 September-2 October 2013, Dresden, Germany, in L.M. Camarinha-Matos and R. J. Scherer (Eds.): PRO-VE 2013, IFIP AICT 408, pp. 164-171 (2013)
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”, 39th Annual conference of the IEEE Industrial Electronics Society IECON, 10-13 November 2013, Vienna, Austria, pp. 5526-5531 (2013)
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”, Proc. of 8th Hellenic Conference on AI, SETN 2014, 15-17 May 2014, Ioannina, Greece, in A. Likas, K. Blekas, and D. Kalles (Eds.): SETN 2014, LNAI 8445, pp. 521–531 (2014)
Petros Karvelis, Jacqueline Fairley, George Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise, “Semi-Automated Annotation of Phasic Electromyographic Activity”, Proc. of 8th Hellenic Conference on AI, SETN 2014, 15-17 May 2014, Ioannina, Greece, in A. Likas, K. Blekas, and D. Kalles (Eds.): SETN 2014, LNAI 8445, pp. 532-543 (2014)
Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos, “Time Dependent Fuzzy Cognitive Maps for Medical Diagnosis”, Proc. of 8th Hellenic Conference on AI, SETN 2014, 15-17 May 2014, Ioannina, Greece, in A. Likas, K. Blekas, and D. Kalles (Eds.): SETN 2014, LNAI 8445, pp. 544-554 (2014)
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”, 2014 IEEE Statistical Signal Processing Workshop SSP’14, 29 June-2 July 2014, Gold Coast, Queensland, Australia (2014)
S. Petsios and C. Stylios, “A methodology to introduce exchange maritime information among cross border ports”, Workshop Towards Emerging Technology for Harbour Systems and Services TETHYS 2014, 15 July 2014, Bari, Italy (2014)
P. Karvelis, G. Georgoulas and C. Stylios, “An integrated system for decision support for the complex case of a port and dry ports”, Workshop Towards Emerging Technology for Harbour Systems and Services TETHYS 2014, 15 July 2014, Bari, Italy
V. Georgopoulos, S. Chouliara and C. Stylios, “Fuzzy cognitive map scenario-based medical Decisions Support Systems for Education”, 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)
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”, 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)
E. Bourgani, C. D. Stylios, G. Manis, and V. C. Georgopoulos, “Timed Fuzzy Cognitive Maps for Supporting Obstetricians’ Decisions”, 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 (2015)
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”, Energy Conversion Congress and Exposition (ECCE), 2014 IEEE, 14-18 September 2014, Pittsburgh, PA, USA, pp. 3104-3110 (2014)
P. Karvelis, G. Georgoulas and C. Stylios, “A generic tool for the implementation of the Analytic Hierarchy Process”, 16th International Workshop on Computer Science and Information Technologies, September 17-22, 2014, Sheffield, England, pp. 147-152 (2014)
E. Bourgani, C. D. Stylios, G. Manis, and V. C. Georgopoulos, “Integrated Approach for Developing Timed Fuzzy Cognitive Maps”, Proc. of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, in Advances in Intelligent Systems and Computing, Vol. 322, pp. 193-204 (2015)
S. Petsios and C. Stylios, “A Collaborative IT Network for Three Adriatic Maritime Ports”, Proc. of 15th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2014, October 6-8, 2014, Amsterdam, The Netherlands, in L.M. Camarinha-Matos and H. Afsarmanesh (Eds): Collaborative Systems for Smart Networked Environments, IFIP AICT 434, pp. 722-729 (2014)
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”, IECON 2014 The 40th Annual Conference of the IEEE Industrial Electronics Society, 29 October -1 November 2014, Sheraton Hotel Dallas – Dallas, TX – USA (2014)
Evangelia Bourgani, Chrysostomos D. Stylios, “Fuzzy Cognitive Maps for Decision Making of Complex Logistic Systems”, 13th Mexican International Conference on Artificial Intelligence, 16-22 November 2014, Tuxtla Gutiérrez, Chiapas, Mexico
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”, Proc. of 2015 IEEEE International Conference on Industrial Technology (ICIT 2015), Seville, Spain, March 17-19, 2015
E. Bourgani, C. D. Stylios, G. Manis, and V. C. Georgopoulos, “Timed Fuzzy Cognitive Maps”, Proc of IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2015, August 2-5, 2015, Istanbul, Turkey
C. D. Stylios and V. C. Georgopoulos, “Develop Fuzzy Cognitive Maps based on recorded data and information”, Proc of IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2015, August 2-5, 2015, Istanbul, Turkey
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”, 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
C. Stylios, A. Pownuk and V. Kreinovich, “Sometimes, It Is Beneficial to Process Different Types of Uncertainty Separately”, Proc. 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
C. Stylios and V. Kreinovich, “Symbolic Aggregate ApproXimation (SAX) under Interval Uncertainty”, Proc. 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
A. Seungjun, A. Chettupuzha, R. Ekyalimpa, S. Hague, A. AbouRizk and C. D. Stylios, “Supervisory FCM simulation in tunnel construction”, Proc. of The 27th European Modeling & Simulation Symposium EMSS, September 21-23, 2015, Bergeggi, Italy
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”, Proc. of the 41st Annual Conferencce of IEEE Industrial Electronics Society, IECON 2015, November 9-12, 2015, Yokohama, Japan, 2015
S. Kolios, S. Petsios, D. Loukadakis and C. Stylios, “Marine weather monitoting through a WebGIS application”, Workshop Towards Emerging Technology for Harbour Systems and Services (TETHYS 2015) Bari, Italy, December 14, 2015
S. Petsios and C. Stylios, “Scalable web services for exchanging maritime information among port community systems and/or port stakeholders”, Workshop Towards Emerging Technology for Harbour Systems and Services (TETHYS 2015) Bari, Italy, December 14, 2015
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”, Proc. of 14th Mediterranena Conference on Medical and Biological Engineering and Computing, MEDICON 2016, 31st March-2nd April 2016, Paphos, Cyprus, pp. 1303-1307 (2016)
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”, Proc. of 4th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016, 31st March-2nd April 2016, Paphos, Cyprus, pp. 1205-1209 (2016)
P. Karvelis, G. Georgoulas, J. Fairley, C. Stylios, D. Rye and D. Bliwise, “Towards a Fully automated Tool for Annotation of Phasic Electromyographic Activity”, The 24th Mediterranean Conference on Control and Automation, June 21-24, 2016, Athens, Greece (2016)
Alexander A. Petunin, Chrysostomos Stylios, “Optimization Models of Tool Path Problem for CNC Sheet Metal Cutting Machines”, IFAC Conference on Manufacturing Modelling, Management and Control June 28-30, 2016. Troyes, France (2016)
Stavros Kolios, Dimitrios Loukadakis, Chrysostomos Stylios, Andreas Kazantzidis, and Aleksandr Petunin, “A WebGIS Application for Cloud Storm Monitoring”, Proc. of 12th International Baltic Conference, DB&IS 2016, Riga, Latvia, July 4-6, 2016. In Arnicans, G., Arnicane, V., Borzovs, J., Niedrite, L. (Eds.): Databases and Information Systems. Communications in Computer and Information Science (Series), Vol. 615, pp. 151–163. DOI 10.1007/978-3-319-40180-5 (2016)
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”, INDIN 2016 IEEE International Conference on Industrial Informatics, 18-21 July 2016, Futuroscope-Poitiers, France (2016) (in press)
G. Georgoulas, P. Karvelis, S. Kolios and C. D. Stylios, “Examining nominal and ordinal classifiers for forecasting wind speed”, Proc. of 2016 IEEE 8th International Conference on Intelligent Systems (IS’16), 3-5 September 2016, Sofia, Bulgaria. pp. 504-509 (2016)
G. Georgoulas, P. Karvelis, D. Gavrilis, C. D. Stylios, G. Nikolakopoulos, An ordinal classification approach for CTG categorization, 39th Annual International Conference of IEEE Engineering in Medicine & Biology Society (EMBC’17), 11-15 July 2017, Korea, pp. 2642-2645, (2017).
P. Karvelis, G. Georgoulas, S. Kolios and C. D. Stylios, Ensemble Learning for Forecasting Main Meteorological Parameters, 2017 IEEE International Conference on Systems, Man and Cybernetics (SMC), October 5-8 2017, Banff, Canada, pp. 3711-3714, 2017.
P. Karvelis, D. Gavrilis, G. Georgoulas and C. Stylios, “Topic recommendation using Doc2Vec”, International Joint Conference on Neural Networks (IJCNN), 8-13 July 2018, Rio, Brazil, pp. 4871-4876, (2018).
S. Kolios, P. Karvelis and C. Stylios, “Web-based Geographical Information System for real-time flood monitoring of the river Arachthos in Epirus Region, Greece”, 10th International Conference on Advances in Satellite and Space Communications SPACOMM 2018, April 22-26 2018, Athens, pp. 36-39, (2018).
G. Mazzuto, M. Bevilacqua, C.D. Stylios and V.C. Georgopoulos Aggregate expers knowledge in Fuzzy Cognitive Maps. In: Proceedings of 2018 IEEE International Conferece on Fuzzy Systems FUZZ-IEEE2018 8-13 July 2018, Rio De Janeiro, Brazil
G. Mazzuto, F. Ciarapica, C.D. Stylios and V.C. Georgopoulos Fuzzy Cognitive Maps designing through large dataset and experts’ knowledge balancing, In: Proceedings of 2018 IEEE International Conferece on Fuzzy Systems FUZZ-IEEE2018 8-13 July 2018, Rio De Janeiro, Brazil
Athanasiou, T. Salmas, D., Karvelis, P., Angelis, I., Andrea, V., Schismenos, P., Styliou, M. & Stylios, C. (2018). A Web-Geographical Information System for Real Time Monitoring of Arachthos River, Greece, Proceedings of the TECIS 2018, 18th International Federation of Automatic Control Conference on Technology Culture & International Stability” 13-15 September 2018, Baku, Azerbaijan
A. Eleftheriou, P. Karvelis, K. Kouvaris, C. Stylios, Micro Climate Prediction Utilising Machine Learning Approaches, 2018 IEEE International Workshop on Metrology for The Sea, October 8-10, 2018, Bari, Italy, pp. 197-200, (2018).
G. Georgoulas, L. Frosini, P. Karvelis, C. Stylios, I. Tsoumas, Exploring the detectability of short-circuit faults in inverter-fed induction motors, 44th Annual Conference of the IEEE Industrial Electronics Society, IECON 2018, Washington D.C., October 21-23, 2018, pp. 5930-5935, (2018).
P. Karvelis, T. Michail, D. Mazei, S. Petsios, A. Bau, G. Montelisciani, C. Stylios, Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction, 9th international Conference on Intelligent Systems, 22-25 September, (2018).
Korsachka, M., Marinski, J., Andrea, V. and Stylios, C. (2018). Implementation of a Pilot Monitoring Plan in Bourgas Seaport. Proceedings of the 2018 IEEE International Workshop on Metrology for the Sea, 8–10 October 2018, Bari, Italy, pp. 242-246.
Kortcheva.A., Galabov, V. Marinski, J., Andrea, V. and Stylios, C. (2018). New approaches and mathematical models for environmental risk management in seaports, Proceedings of the TECIS 2018, 18th International Federation of Automatic Control Conference on Technology Culture & International Stability” 13-15 September 2018, Baku, Azerbaijan.
Kotrikla, A.M., Andrea, V., Nikitakos, N., Stylios, C. (2019). European Environmental Compulsory Framework on Shipping and Ports. Proceedings of the 16th International Conference on Environmental Science and Technology, 4 – 7 September 2019, Rhodes, Greece.
L. Pappa, P. Karvelis, G. Georgoulas and C. Stylios, “Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition“, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

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