Conference papers under 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. M. 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. 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. M. 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. 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. 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. 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 computing, 7-11 June 2004, Zakopane, Poland. LNAI 3070. Springer-Verlag Berlin Heidelberg 2004. pp. 1031-1036 (2004) (.pdf)
  18. 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: 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. Groumpos, Introducing 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 Grading. In: 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. 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 2011, Trieste, Italy, pp. 72-77 (2011) (.pdf)
  48. 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. 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. K. 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-Verlag, pp. 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: 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: 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: 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. 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. 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. 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 Systems. Proceedings 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 Machines. In: Proceedings of 8th IFAC Conference on Manufacturing Modelling, Management and Control,28-30 June 2016, Troyes, France, pp. 23-28 (2016)(.pdf)
  103. 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).(.pdf)
  104. 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.(.pdf)
  105. 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).(.pdf)
  106. 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).(.pdf)
  107. 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.8.(.pdf)
  108. 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).(.pdf)
  109. 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).(.pdf)
  110. 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). (.pdf)
  111. 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.(.pdf)
  112. 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 IEEE International Conference on Intelligent Systems, Madeira, Portugal, 22-25 September, (2018) pp.474-478. (.pdf)
  113. A. Eleftheriou, P. Karvelis, K. Kouvaris and C.D. Stylios, Micro Climate Prediction Utilizing Machine Learning Approaches. In: Proceedings of 2018 IEEE International Workshop on Metrology for the Sea METROSEA 2018, 8-10 October 2018, Bari Italy, pp. 197-200 (2018). (.pdf)
  114. 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. (.pdf)
  115. 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). (.pdf)
  116. V. Liagkou and C. Stylios. A Case Study of a Virtual Training Environment. Manufacturing 2019, Advances in Manufacturing II (Springer) , pp. 352-367, 19- 22 May 2019, Poszan, Poland. (.pdf)
  117. D. Case, T. Blackburn and C. Stylios. Construction Industry Pursuit Intel Modeling Insights with FCM, IEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019) 23-26 June 2019, New Orleans, USA (.pdf)
  118. P. Karvelis, S. Petsios, G. Georgoulas, C. Stylios, Short Time Wind Forecasting with Uncertainty, 10th IEEE International Conference on Information, Intelligence, Systems and Applications (IISA), Patras, Greece, 15-17 July , (2019). (.pdf)
  119. V. Liagkou and C. Stylios. Introducing VR Technology for increasing the digitalization of SMEs. 9th IFAC Conference on Manufacturing, Modelling, Management and Control, 28- 30 August 2019, Berlin, Germany, IFAC PaperONLine Vol. 52, No 13, pp. 451-456 (.pdf)
  120. V. Liagkou and C. Stylios. VR training for security awareness in Industrial IoT. Proceedings of 20th IFIP Working Conference on Virtual Enterprises, PRO-VE’19 “Collaborative Networks and Digital Transformation”, 604-612, Torino, Italy, 23-25 September 2019(.pdf)
  121. G. Mazzuto and C. Stylios. Empower Fuzzy Cognitive Maps Decision Making abilities with Swarm Intelligence Algorithms, IEEE International Conference on Systems, Man and Cybernetics 2019, pp. 2602-2607, 6-9 October 2019, Bari, Italy(.pdf)
  122. A. Papoutsis, G. Botilias, P. Karvelis, and C. Stylios. A Machine Learning Approach for Human Activity Recognition, 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, pHealth , 14-16 September 2020, Prague, Czech 2020, pp. 155-160. (.pdf)
  123. G. Botilias, A. Papoutsis, P. Karvelis and C. Stylios. Track My Health: An IoT Approach for Data Acquisition and Activity Recognition, 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 14-16 September 2020, Prague, Czech. pp.266-271.(.pdf)
  124. P. Karvelis, D. Salmas and C. Stylios, Monitoring real time the Arachthos River (Greece) using a Web GIS platform. 2020 IEEE International Conference on Information Technologies,  17-18 September 2020, St. Constantine and Elena resort, Varna BULGARIA, pp. 37-40.(.pdf)
  125. B. Tzani, J. Besharat, V. Charalampous and Chrysostomos Stylios,  Building a Virtual Reality Fire Environment based on Fire Dynamic Simulator. 2020 IEEE International Conference on Information Technologies, 17-18 September 2020, St. Constantine and Elena resort, BULGARIA, pp. 41-45(.pdf)
  126. D. Kafetzopoulos, C. Stylios and D. Skalkos, Managing Traceability in the Meat Processing Industry: Pinciples, Guidelines and Technologis. Information and Communication Technologies in Agriculture, Food and Envionment, 24-27 September 2020, Thessaloniki, Greece, pp.302-308 (.pdf)
  127. V. Charalampous, S. Margariti, D. Salmas, C. Stylios, D.Kafezopoulos and D. Skalkos.  Design and Develop Cloud-based System for Meat Traceability.  Information and Communication Technologies in Agriculture, Food and Envionment, 24-27 September 2020, Thessaloniki, Greece, pp.475-484 (.pdf)
  128. V. Charalampous, J. Besharat and C. Stylios. Designing and Developing a VR Environment for Indoor Fire Simulation, 24th Pan-Hellenic Conference on Informatics, 20-22 November 2020(.pdf)
  129. L.Pappa, P. Karvelis, G. Georgoulas and C. Stylios “Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition” IEEE Symposium Series on Computational Intelligence. 1-4 December 2020(.pdf)
  130. P. Schismenos, P. Karvelis and C. Stylios, “Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process,” 2021 29th Mediterranean Conference on Control and Automation (MED), 2021(.pdf)
  131. G. Pachoulas, S. Petsios, E. D. Spyrou and C. Stylios, “An adaptable Web GIS platform for monitoring Port air quality,” 2021 29th Mediterranean Conference on Control and Automation (MED), 2021(.pdf)
  132. D. Salmas, G. Botilias, J. Besharat and C. Stylios,“Lesson Learnt by Using DevOps and Scrum for Development a Traceability Software” published in Book  “Trends and Applications in Information Systems and Technologies,  Springer International Publishing, 2021, Vol. 4 pp. 366-373 (.pdf)
  133. J. Besharat, M. Tnani, V. Charalampous, G. Papantzikos and C. Stylios. Develop a Virtual Reality simulation Environment for training purposes11th IEEE International Conference on Information, Intelligence, Systems and Applications (IISA 2021), Chania, Greece, 12-14 July (2021).
  134. L. Pappa, P. Karvelis, G. Georgoulas and C. Stylios, “Slopewise Aggregate Approximation SAX: keeping the trend of time series,” 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021, pp. 01-08, doi: 10.1109/SSCI50451.2021.9660130.(.pdf)
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