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] 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 computing, 7-11 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. 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] 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 2011, Trieste, 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-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: 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 andTowers, 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 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]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]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]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]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]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]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]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]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”, pp. 604-612, Torino, Italy, 23-25 September 2019(.pdf)

[121]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]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]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]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]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]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]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]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]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)

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