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E.G. Keramidas, D. Maroulis, and D.K. Iakovidis, "ΤND: A Thyroid Nodule Detection System for Analysis of Ultrasound Images and Videos," Journal of Medical Systems, article in press, 2010, DOI: 10.1007/s10916-010-9588-7

D.K. Iakovidis, and E. Papageorgiou, "Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making," IEEE Transactions on Information Technology in Biomedicine, vol. 15, no. 1, pp. 100-107, 2011

D. Bariamis, D.K. Iakovidis, D. Maroulis, "M3G: Maximum Margin Microarray Gridding," BMC Bioinformatics, 11:49, 2010

I. Legakis, M.A. Savelonas, D. Maroulis, D.K. Iakovidis, "Computer-based Nodule Malignancy Risk Assessment in Thyroid Ultrasound Images," International Journal of Computers and Applications, vol. 33, no. 1, pp. 29-35, 2011

S. Tsevas, D.K. Iakovidis, G. Papamichalis,  "Unsupervised Mining of Radiographic Pulmonary Infection Patterns," Engineering Intelligent Systems for Electrical Engineering and Communications, Artificial Intelligence Applications and Innovations 2009 Special Issue, vol. 17, no. 2/3, CRL Publishing

D.K. Iakovidis, S. Tsevas, A. Polydorou, "Reduction of Capsule Endoscopy Reading Times by Unsupervised Image Mining," Computerized Medical Imaging and Graphics, Elsevier, vol. 34, no. 6, pp. 471-478, 2010

D. Bariamis, D.E. Maroulis, D.K. Iakovidis, "Unsupervised SVM-based Gridding for DNA Microarray Images," Computerized Medical Imaging and Graphics, Elsevier, vol. 34, no. 6, pp. 418-425, 2010

D.K. Iakovidis, M.A. Savelonas, G. Papamichalis, "Robust Model-based Detection of the Lung Field Boundaries in Portable Chest Radiographs Supported by Selective Thresholding," Measurement Science and Technology, vol. 20, pp. 104019, IOP Publishing, 2009

D.G. Bariamis, D.E. Maroulis, and D.K. Iakovidis, "Adaptable, Fast, Area-Efficient Architecture for Logarithm Approximation with Arbitrary Accuracy on FPGA," Journal of Signal Processing Systems, vol. 58, no. 3, pp. 301-310, 2010

D.K. Iakovidis, E.G. Keramidas, D. Maroulis, "Fusion of Fuzzy Statistical Distributions for Classification of Thyroid Ultrasound Patterns," accepted in special issue for Intelligent Data Analysis for Decision Support in Medicine, eds. F. Tortonella, P. Soda, M. Pechenizkiy, and A. Tsymbal), Artificial Intelligence in Medicine, vol. 50, no. 1, pp. 33-41, 2010

M.A. Savelonas, D.K. Iakovidis, I. Legakis, D. Maroulis, "Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images," IEEE Transactions on Information Technology in Biomedicine, vol. 13, no. 4, pp. 519-527, 2008

D.E. Maroulis, D.K. Iakovidis, and D.G. Bariamis, "FPGA-based System for Real-Time Video Texture Analysis," Journal of Signal Processing Systems, vol. 53, no. 3, pp. 419-433, Springer, 2008

D.K. Iakovidis, N. Pelekis, H. Karanikas, E. Kotsifakos, I. Kopanakis, and Y. Theodoridis, "A Pattern Similarity Scheme for Medical Image Retrieval," IEEE Transactions on Information Technology in Biomedicine, vol. 13, no. 4, pp. 442-450, 2009

M.A. Savelonas, D.K. Iakovidis, D.E. Maroulis, "LBP-Guided Active Contours," Pattern Recognition Letters, vol. 29, pp. 1404-1415, 2008

N. Pelekis, D.K. Iakovidis, E.E. Kotsifakos, and I. Kopanakis, "Fuzzy Clustering of Intuitionistic Fuzzy Data," International Journal of Business Intelligence and Data Mining, vol. 3, no. 1, pp. 45-65, 2008

D.E. Maroulis, M. Savelonas, D.K. Iakovidis, S.A. Karkanis, N. Dimitropoulos, "Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images," IEEE Transactions on Information Technology in Biomedicine, vol. 11, no. 5, pp. 537-543, 2007

D.K. Iakovidis, M.A. Savelonas, S.A. Karkanis, D.E. Maroulis, "A Genetically Optimized Level Set Approach to Segmentation of Thyroid Ulrtrasound Images," Applied Intelligence, vol. 27, no. 3, pp.193-203, 2007

D.K. Iakovidis, D.E. Maroulis, and D.G. Bariamis, "FPGA Architecture for Fast Parallel Computation of Co-occurrence Matrices," Microprocessors and Microsystems, vol. 31, no. 2, pp. 160-165, 2007

D.E. Maroulis, I.N. Flaounas, D.K. Iakovidis, and S.A. Karkanis, "Microarray-MD: A System for Exploratory Analysis of Microarray Gene Expression Data," Computer Methods and Programs in Biomedicine, vol. 83, pp. 157-167, 2006

D.K. Iakovidis, D.E. Maroulis, and S.A. Karkanis, "An Intelligent System for Automatic Detection of Gastrointestinal Adenomas in Video Endoscopy," Computers in Biology and Medicine, vol. 36, no. 10, pp. 1084-1103, 2006

I.N. Flaounas, D.K. Iakovidis, and D.E. Maroulis, "Cascading SVMs as a Tool for Medical Diagnosis using Multi-class Gene Expression Data," International Journal of Artificial Intelligence Tools, vol. 15, no. 3, pp. 335-352, World Scientific, 2006

P.G. Papageorgas, D. Maroulis, G. Anagnostopoulos, H. Albrecht, B. Wagner, D.K. Iakovidis, and N.G. Theofanous, "A High-Performance Imaging and Control System for a Micromirror-Based Laser-Scanning Endoscope Device," IEEE Transactions on Instrumentation and Measurement, vol. 55, no. 5, pp. 1725-1733, 2005

D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, P. Papageorgas, and M. Tzivras, "Texture Multichannel Measurements for Cancer Precursors’ Identification using Support Vector Machines," Measurement, vol. 36, pp. 297-313, 2004

D.E. Maroulis, D.K. Iakovidis, S.A. Karkanis, and D.A. Karras, "CοLD: A Versatile System for Detection of Colorectal Lesions in Endoscopic Video-frames," Computer Methods and Programs in Biomedicine, Elsevier Science, vol. 70, pp. 151-166, 2003

S.A. Karkanis, D.K. Iakovidis, D.E. Maroulis, D.A. Karras, and M. Tzivras, "Computer Aided Tumor Detection in Endoscopic Video using Color Wavelet Features," IEEE Transactions on Information Technology in Biomedicine, vol. 7, pp. 141-152, 2003

D.K. Iakovidis, G. Kontogeorgos, E. Kyrodimou, I. Messini, H. Patralexis, A. Pantazopoulou, V. Tziortzioti, and D. Sambaziotis, "Database for a Pituitary Tumor Registry," in Abstracts, Endocrine Pathology, Humana Press, vol. 12, no. 2, pp. 210-212, 2001

Δ.K. Ιακωβίδης, "Συμβολή Βάσης Δεδομένων σε Ηλεκτρονικό Υπολογιστή στην Αρχειοθέτηση και Παρακολούθηση Μελανοπαθών," Αρχεία Παθολογικής Ανατομικής, τόμος 14, παράρτημα 3, σελ. 55-59, 2000

S. Tsevas, D.K. Iakovidis, G. Papamichalis, "Mining Patterns of Lung Infections in Chest Radiographs," in the Proceedings of International Federation for Information Processing, Artificial Intelligence Applications and Innovations , vol. 296, (Boston: Springer), pp.205-214, 2009

D.K. Iakovidis, N. Pelekis, E. Kotsifakos, I. Kopanakis, "Intuitionistic Fuzzy Clustering with Applications in Computer Vision," in Lecture Notes in Computer Science, Advanced Concepts for Intelligent Vision Systems, eds. J. Blanc-Talon, W. Philips, D. Popescu, (Berlin, Heidelberg: Springer), LNCS 5259, pp. 764-774, 2008

S. Tsevas, D. Iakovidis, D. Maroulis, E. Pavlakis, A. Polydorou, "Non-Negative Matrix Factorization for Endoscopic Video Summarization," in Lecture Notes in Artificial Intelligence, SETN, (Berlin, Heidelberg: Springer), LNAI 5138, pp. 425-430, 2008

D.K. Iakovidis, E.G. Keramidas, D.E. Maroulis, "Fuzzy Local Binary Patterns for Ultrasound Texture Characterization," in Lecture Notes in Computer Science, ICIAR, (Berlin, Heidelberg: Springer), LNCS 5112, pp. 750-759, 2008

D.K. Iakovidis, "Improved Image Retrieval based on Regions of Interest," accepted in Recent Advances in Applied Signals, Systems and Image Processing, Springer.

D.K. Iakovidis, M.A. Savelonas, and D. Maroulis, "Adaptive Vision System for Segmentation of Medical Images based on Modified Mumford Shah Functional," in Lecture Notes in Computer Science, Advanced Concepts for Intelligent Vision Systems, eds. J. Blanc-Talon, W. Philips, D. Popescu, (Berlin, Heidelberg: Springer), LNCS 4678, pp. 565-574, 2007

E.G. Keramidas, D.K. Iakovidis, D. Maroulis, and S. Karkanis, "Efficient and Effective Ultrasound Image Analysis Scheme for Thyroid Nodule Detection," in Lecture Notes in Computer Science, ICIAR, (Berlin, Heidelberg: Springer), LNCS 4633, pp. 1052-1060, 2007

M.A. Savelonas, D.K. Iakovidis, and D. Maroulis, "Bimodal Texture Segmentation with the Lee-Seo Model," in Lecture Notes in Computer Science, ICIAR, (Berlin, Heidelberg: Springer), LNCS 4633, pp. 246-253, 2007

D. Maroulis, D. Iakovidis, S. Karkanis, and I. Flaounas, "A Gene Expression Analysis System for Medical Diagnosis", in the Proceedings of International Federation for Information Processing, Artificial Intelligence Applications and Innovations, eds. I. Maglogiannis, K. Karpouzis, M. Bramer, (Boston: Springer), vol. 204, pp. 459-466, 2006

D. Bariamis, D. Iakovidis, and D. Maroulis, "Dedicated Hardware for Real-Time Computation of Second-Order Statistical Features for High Resolution Images", in Lecture Notes in Computer Science, Advanced Concepts for Intelligent Vision Systems, , eds. J. Blanc-Talon, W. Philips, D. Popescu, (Berlin, Heidelberg: Springer), LNCS 4179, pp. 68-77, 2006

M. Savelonas, D. Iakovidis, D. Maroulis, and S. Karkanis, "An Active Contour Model Guided by LBP Distributions", in Lecture Notes in Computer Science, Advanced Concepts for Intelligent Vision Systems, eds. J. Blanc-Talon, W. Philips, D. Popescu, (Berlin, Heidelberg: Springer), LNCS 4179, pp.197-207, 2006

D.K. Iakovidis, and C.V Smailis, “Efficient Semantically-Aware Annotation of Images”, in Proc. IEEE International Conference of Imaging Systems and Techniques (IST), Malaysia, May 2011

D.K. Iakovidis, and E.I. Papageorgiou, “Intuitionistic Fuzzy Reasoning with Cognitive Maps”, in Proc. IEEE International Conference of Fuzzy Systems (FUZZ), 2011

S. Tsevas, and D.K. Iakovidis, "Dynamic Time Warping Fusion for the Retrieval of Similar Patient Cases Represented by Multimodal Time-Series Medical Data," in Proc. IEEE International Conference on Information Technology and Applications in Biomedicine, Corfu, Greece, 2010

I. Kanaris, S. Tsevas, I. Maglogiannis, and D.K. Iakovidis, "Enabling Distributed Summarization of Wireless Capsule Endoscopy Video," in Proc. IEEE International Conference on Imaging Systems and Techniques, Thessaloniki, Greece, 2010

S. Tsevas, and D.K. Iakovidis, "Patient Specific Normalization of Chest Radiographs and Hierarchical Classification of Bacterial Infection Patterns," accepted in Proc. IEEE International Conference on Imaging Systems and Techniques, Thessaloniki, Greece, 2010

S. Tsevas, and D.K. Iakovidis, "Automatic Evaluation of the Progress of Bacterial Pulmonary Infections in Temporal Radiographic Image Sequences," in Proc. IEEE International Conference on Information Technology and Applications in Biomedicine, 2009, ISBN: 978-1-4244-5379-5

D.K. Iakovidis, D. Schober, M. Boeker, and S. Schulz, "An Ontology of Image Representations for Medical Image Mining," in Proc. IEEE International Conference on Information Technology and Applications in Biomedicine, 2009, ISBN: 978-1-4244-5379-5

D.K. Iakovidis, and M. Savelonas, "Active Shape Model Aided by Selective Thresholding for Lung Field Segmentation in Chest Radiographs," in Proc. IEEE International Conference on Information Technology and Applications in Biomedicine, 2009, ISBN: 978-1-4244-5379-5

E. Papageorgiou, and D.K. Iakovidis, "Towards the Construction of Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making," in Proc. IEEE International Conference on Information Technology and Applications in Biomedicine, 2009, ISBN: 978-1-4244-5379-5

D.K. Iakovidis, and S. Tsevas, "Hierarchical Discovery of Patterns of Infections in Chest Radiographs Using Non-negative Matrix Factorization," accepted in Proc. IEEE International Workshop on Systems, Signal and Image Processing (IWSSIP), Halkida, Greece, 2009

D. Bariamis, D. Maroulis, D.K. Iakovidis, "A Generalized Architecture for Efficient Multi-segment Logarithm Approximation," accepted in Proc. International Conference on Computing, Communications and Control Technologies (CCCT), Florida, 2009

D. Bariamis, D. Maroulis, D.K. Iakovidis, "A Fast and Area-efficient FPGA-based Architecture for High Accuracy Logarithm Approximation," in Proc. Workshop on Reconfigurable Computing, High Performance Embedded Architectures and Compilers (HiPEAC), Cyprus, 2009, pp. 53-60

D.K. Iakovidis, "Versatile Approximation of the Lung Field Boundaries in the Presence of Bacterial Pulmonary Infections," in Proc. IEEE International Conference on Bioinformatics and Biotechnology, doi: 10.1109/BIBE.2008.4696844, Athens, Greece, 2008

S. Tsevas, D. K. Iakovidis, D. Maroulis, and E. Pavlakis, "Automatic Frame Reduction of Wireless Capsule Endoscopy Video," in Proc. IEEE International Conference on Bioinformatics and Biotechnology, doi: 10.1109/BIBE.2008.4696805, Athens, Greece, 2008

D. Bariamis, D. Maroulis, D.K. Iakovidis, "Automatic DNA Microarray Gridding based on Support Vector Machines," in Proc. IEEE International Conference on Bioinformatics and Biotechnology, doi: 10.1109/BIBE.2008.4696795, Athens, Greece, 2008

D.K. Iakovidis, and G. Papamichalis, "Automatic Segmentation of the Lung Fields in Portable Chest Radiographs Based on B?zier Interpolation of Salient Control Points," in Proc. IEEE International Conference on Imaging Systems and Techniques, Chania, Greece, 2008, pp. 82-87

E.G. Keramidas, D.K. Iakovidis, D. Maroulis, "Noise Robust Statistical Feature Distributions for Texture Analysis," in Proc. European Signal Processing Conference (EUSIPCO), Lausanne, Swiss, 2008

H. Karanikas, E.E. Kotsifakos, N. Pelekis, D.K. Iakovidis, I. Kopanakis, T. Mavroudakis, Y. Theodoridis, "Intelligent Search Assistant: The MetaOn Approach," in Proc. International Conference on Telecommunications & Multimedia (TEMU), Ierapetra-Crete, Greece, July 2008

D.K. Iakovidis, S. Tsevas, D. Maroulis, A. Polydorou, "Unsupervised Summarisation of Capsule Endoscopy Video," in Proc. IEEE International Conference on Intelligent Systems, Varna, Bulgaria, 2008, pp. 3-15-3-20

D.K. Iakovidis, "A Generalized Image Distortion Model for Content-Based Image Retrieval from Multimedia Databases," in Proc. International Conference on Telecommunications & Multimedia (TEMU), Ierapetra, Greece, July 2008

E.G. Keramidas, D.K. Iakovidis, D. Maroulis, "Thyroid Texture Representation via Noise Resistant Image Features," in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Jyvaskyla, Finland, 2008, pp. 560-564

M. Savelonas, D.K. Iakovidis, N. Dimitropoulos, D.E. Maroulis, "Computational Characterization of Thyroid Tissue in the Radon Domain," in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Maribor, Slovenia, 2007, pp. 189-192

D.K. Iakovidis, D.E. Maroulis, E.E. Zacharia, S. Kossida, "A Genetic Approach to Spot Detection in Two-Dimensional Gel Electrophoresis Images," in Proc. IEEE International Conference on Information Technology in Biomedicine (ITAB), Oct. 2006

D.K. Iakovidis, N. Pelekis, H. Karanikas, E. Kotsifakos, I. Kopanakis, and Y. Theodoridis, "A Pattern Similarity Scheme for Medical Image Retrieval," in Proc. IEEE International Conference on Information Technology in Biomedicine (ITAB), Oct. 2006

D.K. Iakovidis, M.A. Savelonas, S.A. Karkanis, D.E. Maroulis, "Segmentation of Medical Images with Regional Inhomogeneities," in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Hong Kong, 2006, (rated within the first 15% of the accepted papers), vol. 2, pp. 279-282

M.A. Savelonas, D.K. Iakovidis, D.E. Maroulis, "An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation," in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Hong Kong, 2006, vol. 3, pp. 976-979

H. Karanikas, N. Pelekis, D. Iakovidis, I. Kopanakis, T. Mavroudakis and Y. Theodoridis, "MetaOn - Ontology Driven Metadata Construction and Management for Intelligent Search in Text and Image Collections," in Proc. International DEXA Workshop on Flexible Database and Information System Technology (FlexDBIST), IEEE CSP, Crakow, Poland, Sept., 2006, pp. 450-454

H. Karanikas, N. Pelekis, D. Iakovidis, I. Kopanakis, T. Mavroudakis and Y. Theodoridis, "Multimedia Annotation System for Intelligent Search," in Proc. International Conference on Telecommunications & Multimedia (TEMU), ISBN 960-88785-2-7, Heraklion-Crete, Greece, July 2006

M. Savelonas, D. Maroulis, D. Iakovidis, S. Karkanis, and N. Dimitropoulos, "A Variable Background Active Contour Model for Automatic Detection of Thyroid Nodules in Ultrasound Images," in Proc. IEEE International Conference on Image Processing (ICIP), Genova, Italy, 2005, pp. I-17-20

D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, "A Comparative Study of Color-Texture Image Features," in Proc. International Workshop on Systems, Signal and Image Processing (IWSSIP), Halkida, Greece, 2005, pp. 205-209

D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, and A.G. Brokos, "A Comparative Study of Texture Features for the Discrimination of Gastric Polyps in Endoscopic Video," in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Dublin, Ireland, 2005, pp. 575-580

D.E. Maroulis, M. Savelonas, S.A. Karkanis, D.K. Iakovidis, and N. Dimitropoulos, "Computer-Aided Thyroid Nodule Detection in Ultrasound Images," in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Dublin, Ireland, 2005, pp. 271-276

D.K. Iakovidis, S.A. Karkanis, and D.E. Maroulis, "Color Texture Features for Texture Recognition under Varying Illumination using Support Vector Machines," in Proc. IEEE International Conference on Image Processing (ICIP), Singapore, 2004, pp. 1505-1508

D.K. Iakovidis, I.N. Flaounas, S.A. Karkanis, and D.E. Maroulis, "A Cascading Support Vector Machines System for Gene Expression Data Classification," in Proc. IEEE International Conference on Intelligent Systems, Varna, Bulgaria, 2004, pp. 344-347

D. Bariamis, D.K. Iakovidis, D.E. Maroulis, and S.K. Karkanis, "An FPGA-based Architecture for Real Time Image Feature Extraction," in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Cambridge, UK, 2004, pp. 801-804

I.N. Flaounas, D.K. Iakovidis, D.E. Maroulis, and S.A. Karkanis, "Intelligent Analysis of Genomic Measurements", in Proc. 13th IMEKO International Symposium on Measurements for Research and Industry Applications, Athens, Greece, 2004, pp. 463-467

D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, and I.N. Flaounas, "Color Texture Recognition in Video Sequences using Wavelet Covariance Features and Support Vector Machines," in Proc. IEEE 29th EUROMICRO Conference, Antalya, Turkey, Sept. 2003, pp. 199-204

M. George, H. Albrecht, M. Schurr, P.G. Papageorgas, U. Hofmann, D. Maroulis, C.D. Depeursinge, D. Iakovidis, N. Theofanous, and A. Menciassi, "Laser-scanning Endoscope based on Polysilicon Micromachined Mirrors with Enhanced Attributes," in Proc. SPIE European Conference on Biomedical Optics (ECBO), Novel Optical Instrumentation for Biomedical Applications, Munich, Germany, vol. 5143, 2003, pp.145-156

D.A. Karras, S.A. Karkanis, D.K. Iakovidis, D.E. Maroulis, and B.G. Mertzios., "Support Vector Machines for Improved Defect Detection in Manufacturing using Novel Multidimensional Wavelet Feature Extraction Involving Vector Quantization and PCA Techniques," in Proc. NATO ASI NIMIA, Crema, Italy, 2001, pp. 139-143

S.A. Karkanis, D.K. Iakovidis, D.A. Karras, and D.E. Maroulis, "Detection of Lesions in Endoscopic Video using Textural Descriptors on Wavelet Domain Supported by Artificial Neural Network Architectures," in Proc. IEEE International Conference on Image Processing (ICIP), Thessaloniki, Greece, 2001, pp. 833-836

S.A. Karkanis, G.D. Magoulas, D.K. Iakovidis, D.A. Karras, and D.E. Maroulis, "Evaluation of Textural Feature Extraction Schemes for Neural Network-Based Interpretation of Regions in Medical Images," in Proc. IEEE International Conference on Image Processing (ICIP), Thessaloniki, Greece, 2001, pp. 281-284

S.A. Karkanis, D.K. Iakovidis, D.E. Maroulis, G.D. Magoulas, and N. Theofanous, "Tumor Recognition in Endoscopic Video Images," in Proc. IEEE 26th EUROMICRO Conference, Medical Informatics, Maastricht, Netherlands, 2000, pp. 423-429

S.A. Karkanis, G.D. Magoulas, D.K. Iakovidis, D.E. Maroulis, and M.O. Schurr, "On the Importance of Feature Descriptors for the Characterisation of Texture," in Proc. 4th World Multiconference on Systems, Cybernetics and Informatics (SCI), Orlando, Florida, 2000, vol. 2, pp. 96-101

M.A. Savelonas, D.E. Maroulis, D.K. Iakovidis, and N. Dimitropoulos, "Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors," in Proc. Panhellenic Conference on Informatics (PCI), Samos, 2008, pp. 157-160

N. Pelekis, D.K. Iakovidis, E. Kotsifakos, H. Karanikas and I. Kopanakis. "Intuitionistic Fuzzy Clustering to Information Retrieval from Cultural Databases," in Proc. 22nd International Conference on Operational Research, Prague, Czech Republic, 2007, pp. 122

D.K. Iakovidis, E. Kotsifakos, N. Pelekis, H. Karanikas, I. Kopanakis, and Y. Theodoridis, "Pattern-Based Retrieval of Cultural Heritage Images," in Proc. Panhellenic Conference on Informatics (PCI), Patras, Greece, 2007, pp.443-452

E. Keramidas, D. Iakovidis, D. Maroulis, and N. Dimitropoulos, "Automatic Measurement of Thyroid Gland," in Proc. Panhellenic Conference on Informatics (PCI), Patras, Greece, 2007, pp. 49-56

M. Σαβελώνας, Δ. Μαρούλης, Δ. Ιακωβίδης, "Κατάτμηση Υφής με χρήση Τελεστή Τοπικού Δυαδικού Προτύπου και Εφαρμογή Μοντέλου Ενεργού Περιγράμματος χωρίς Ακμές," στα Πρακτικά του 12ου Πανελληνίου Συνεδρίου Φυσικής, Ένωση Ελλήνων Φυσικών, Λάρισα, 2006.

Μ. Τζιβράς, Δ. Τζιβράς, Κ. Τριανταφυλλίδου, Δ. Μαρούλης, και Δ. Ιακωβίδης, "Η Συμβολή Πληροφορικού Συστήματος στην Ταχεία Διαγνωστική Προσέγγιση των Πολυπόδων του Παχέως Εντέρου κατά τη Διάρκεια της Ενδοσκόπησης," στα Πρακτικά του 1ου Πανελληνίου Συνεδρίου & International Symposium του Ελληνικού Κολεγίου Χειρουργών, Αθήνα, 2006, σελ. 44.

M.A. Savelonas, D.E. Maroulis, D.K. Iakovidis, and S.A. Karkanis, "A Novel Deformable Model for Medical US Image Segmentation," in Proc. Panhellenic Conference on Informatics (PCI), Volos, Greece, 2005, pp. 469-474

M. Σαβελώνας, Δ. Μαρούλης, και Δ. Ιακωβίδης, "Επεξεργασία Ιατρικών Εικόνων Θυρεοειδούς και Εντοπισμός Όζων," στα Πρακτικά του 11ου Πανελληνίου Συνεδρίου Φυσικής, Ένωση Ελλήνων Φυσικών, Κύπρος, Φεβ. 2005.

H.N. Φλαούνας, Δ.Ε. Μαρούλης, Δ.K. Ιακωβίδης, και Σ.Α. Καρκάνης, "Πληροφορικό Σύστημα Υποβοήθησης Ιατρικής Διάγνωσης βάσει Δεδομένων Μικροσυστοιχιών DNA," στα Πρακτικά του 10ου Πανελληνίου Συνεδρίου Φυσικής, Ένωση Ελλήνων Φυσικών, Λουτράκι, Ελλάδα, Ιαν. 2004.

Μ. Τζιβράς, Δ. Μαρούλης, Δ. Ιακωβίδης, και Σ. Καρκάνης, "Υπολογιστικά Υποβοηθούμενος Εντοπισμός Πολυπόδων," στα Πρακτικά του 1ου Συνεδρίου Ιατρικής Σχολής Παν/μίου Αθηνών, Αθήνα, Ιούν. 2004, σελ. 120-121.

Δ.Ε. Μαρούλης, Δ.Κ. Ιακωβίδης, και Σ.Α. Καρκάνης, "Λογισμικό Επεξεργασίας Ιατρικής Εικόνας και Αναγνώρισης Παθολογικών Περιοχών," στα Πρακτικά του 3ου Πανελλήνιου Ιατρικού Συνεδρίου, Νάξος, Σεπτ. 2002, σελ. 53-58.

D.A. Karras, S.A. Karkanis, D.K. Iakovidis, D.E. Maroulis, and B.G. Mertzios, "Improved Defect Detection in Manufacturing using Novel Multidimensional Wavelet Feature Extraction Involving Vector Quantization and PCA Techniques," in Proc. 8th Panhellenic Conference on Informatics, vol. 2, Nov. 7-10, Nicosia, Cyprus, 2001, pp. 165-173

D.K. Iakovidis, K. Frangia, and J.D. Ioannovich, "Melanoma Database," in Proc. International Conference on Melanoma, Athens, Greece, Μay 2000.

Δ. Τζιβαρίδου, Δ. Ιακωβίδης, Σ. Ροδοπούλου, Ε. Τσάτη, Σ. Παπαδόπουλος, και Ι. Ιωάννοβιτς, "Αρχείο Φωτογραφιών, Αρχειοθέτηση με ένα Πρωτότυπο Πρόγραμμα," στα Πρακτικά του 4ου Πανελλήνιου Συνεδρίου Πλαστικής Επανορθωτικής & Αισθητικής Χειρουργικής, Αθήνα, 1999, σελ. 43.

Ι. Ιωάννοβιτς, Κ. Φραγκιά, Δ. Τζιβαρίδου, Δ. Ιακωβίδης, Μ. Λάγιος, και Σ. Ροδοπούλου, "Αρχείο Μελανωμάτων: Πρωτότυπο Πρόγραμμα Αρχειοθέτησης και Παρακολούθησης των Ασθενών," στα Πρακτικά του 4ου Πανελλήνιου Συνεδρίου Πλαστικής Επανορθωτικής & Αισθητικής Χειρουργικής, Αθήνα, 1999, σελ. 58.

P.Papageorgas, S.A. Karkanis, N. Theofanous, A. Albrecht, "Multichannel Raman Gas Analyzer: The Data Acquisition and Control System. Measurement Improvement with Blue Laser Light", IEEE Transactions on Instrumentation and Measurement, vol. 53, No.1, pp.58-66, 2004.

D.E. Maroulis, D.K. Iakovidis, S.A. Karkanis, and D.A. Karras, "CοLD: A Versatile System for Detection of Colorectal Lesions in Endoscopic Images," Computer Methods and Programs in Biomedicine, Elsevier Science, vol. 70, pp. 151-166, 2003.

S.A. Karkanis, D.K. Iakovidis, D.E. Maroulis, D.A. Karras, and M. Tzivras, "Computer Aided Tumor Detection in Endoscopic Video using Color Wavelet Features," IEEE Transactions on Information Technology in Biomedicine, vol. 7, pp. 141-152, 2003.

G.D. Magoulas, S.A. Karkanis, D.A. Karras and M.N.Vrahatis, "Comparison Study of Textural Descriptors for Training Neural Network Classifiers", International Journal of Computer Research, vol. 12, no. 4, 2003.

S.A. Karkanis, G.D. Magoulas and N. Theofanous, "Image Recognition and Neuronal Networks: Intelligent Systems for the Improvement of Imaging Information", Minimal Invasive and Allied Technologies, vol. 9, No. 3, 2000.

D.Karras, S.A. Karkanis and V. Mertzios, "Supervised and Unsupervised Neural Network Methods applied to Textile Quality Control based on Improved Wavelet Feature Extraction Techniques", International Journal on Computer Mathematics, vol. 67, pp. 169-181, 1998.

S.A. Karkanis and D.A. Karras, "A Novel Methodology for 1-D Signal Prediction using Wavelet Transformation and Neural Network Techniques", Journal Neural, Parallel & Scientific Computations, vol. 6, no. 3, pp. 417 – 428, 1998.

H. Albrecht, P. G. Papageorgas, D. Maroulis, N. Theofanous, S.A. Karkanis, B. Wagner, M. Schurr, C. Depeursinge and A. Menciassi, "Structure and characterization of an enhanced laserscanning endoscope based on microelectromechanical mirrors", accepted in Journal of Electronic Imaging, , SPIE 2005.

S.A.Karkanis, G.D. Magoulas, M. Gregoriadou and M. Schurr, "Detecting Abnormalities in Colonoscopic Images by Textural Description and Neural Networks", Advanced Course on Artificial Intelligence 1999 (ACAI99) , Workshop on Machine Learning in Medical Applications 5-16 July 1999, Chania, Greece, pp. 61-66.

S.A.Karkanis, K. Galousi and D. Maroulis, "Classification of Endoscopic Images Based on Texture Spectrum", Advanced Course on Artificial Intelligence 1999 (ACAI99), Workshop on Machine Learning in Medical Applications 5-16 July 1999, Chania, Greece pp. 61-66.

P. Papageorgas , D. Maroulis, S.A.Karkanis, N. Theofanous, "A Specific Multi-channel Photon-Counting Unit for Air-Pollution Measurement", ICECS'99 IEEE International Conference on Electronics Circuits & Systems , Sept. 1999.

S.A.Karkanis, G.D.Magoulas and D.A.Karras, "Neural Network based Textural Labeling of Images in Multimedia Applications", 25th EUROMICRO , Conference, Milan, Italy, 8-10 Sept. 1999, pp 392-396.

D. Tzivaridou, D. Iakovidis, S. Rodopoulou, E. Tsati, S. Papadopoulos, and J. Ioannovich, "Images Database, Filing with a Novel Program," in Proc. 4th Panhellenic Conference of Plastic, Reconstructive and Aesthetic Surgery (in Greek), Athens, 1999, p. 43.

J. Ioannovich, K. Frangia, D. Tzivaridou, D. Iakovidis, M. Lagios, and S. Rodopoulou, "Melanoma Database: A Novel Program for Patients' Filing and Follow Up," in Proc. 4th Panhellenic Conference of Plastic, Reconstructive and Aesthetic Surgery (in Greek), Athens, 1999, p. 58.

D.Karras, S.A. Karkanis and V. Mertzios, "Supervised and Unsupervised Neural Network Methods applied to Textile Quality Control based on Improved Wavelet Feature Extraction Techniques", International Journal on Computer Mathematics , vol. 67, pp. 169-181, 1998.

S.A. Karkanis and D.A. Karras, "A Novel Methodology for 1-D Signal Prediction using Wavelet Transformation and Neural Network Techniques", Journal Neural, Parallel & Scientific Computations , vol. 6, no. 3, pp. 417 – 428, 1998.

D.Karras, S.A Karkanis and B. Mertzios,"Information Systems based on Neural Network and Wavelet Methods with Application to Decision Making, Modelling and Prediction Tasks", Kybernetes , vol. 27 (3), pp 224-236, 1998.

D.A. Karras, S.A. Karkanis, B.G. Mertzios, "Image Compression using the wavelet transform on textural regions of interest", 24th EUROMICRO Conference , 21-28 Aug. 1998 in Sweden, pp.633-639.

S.A Karkanis, D. Karras, and B. Mertzios, "1-D Signal Prediction Using Wavelets", 5th IWISSP (IEEE & IEE Conference) 3-5 Jun. 1998 Zagreb, Croatia.

S.A. Karkanis and G.S. Bonanos, "A GIS based Desicion Support Tool for the Management of Industrial Risk", SRA '97 Annual Conference (Society for Risk Analysis) , 15-18 June 1997, Stockholm, Sweden, pp. 652-658.

S.A. Karkanis and D.A. Karras, "A Classification Approach to Image Segmentation Structure based on Wavelet Transform", 23rd EUROMICRO , Budapest 1-4 Sept 1997, pp.56 - 60.

D.Karras, S.A Karkanis and B. Mertzios, "Texture Discrimination for Quality Control using Wavelet and Neural Network Techniques", 3rd IWISP , 4-7 Nov. 1996, Manchester, pp.191-194

S.A. Karkanis, "Texture Discrimination using Wavelet Decomposition and Statistcal Modeling", SPIE '96 , Orlando, Florida, 8-12 April 1996, vol. 2762, pp.336-342

S.A.Karkanis, "Texture recognition algorithms supported by multiprocessors architectures," PhD Thesis, Department of Informatics and Telecommunications, University of Athens, Greece, 1994.

S.A. Karkanis, C.Metaxaki-Kossionides, "PARTER: A Parallel System for Texture recognition", Microprocessors and Microsystems , Vol. 17, no.2, pp. 93-99, 1993.

J. Vergados, K.Tsoutsou, M.Loupis, S.A. Karkanis and B.Dimitriadis, "On-Line System Delivers Quality for Composite Materials", Invited paper in Photonics Spectra , vol. 38, No.4, pp. 169 - 172, 1992.

G.D. Tziallas, S.A. Karkanis and K. Tsoutsou, "A Knowledge based Approach for the Development of Concurrent Software", Microprocessing and Microprogramming , vol. 31, pp. 25-30, 1991.

S.A. Karkanis, K.Tsoutsou, J. Vergados and B. Dimitriadis "A real-time Quality Inspection System for Textile Industries", SPIE "On innovative optics and phase conjugate optics", 13-15 March 1991, The Hague, vol. 1500, pp.164-170.

S.A. Karkanis, C.Metaxaki-Kossionides K.Tsoutsou and B. Dimitriadis, "An On-line Quality Inspection System for Textile Industries", IEEE MELECON '91 , 22-24 May 1991, pp. 1255 – 1259.

M. Loupis, S.A. Karkanis, J. Vergados and K.Tsoutsou, "An On-line Quality Inspection System for Composite Materials Manufacturing", EURISCON '91 , June 23-28, 1991, Corfu.

S.A. Karkanis, C.Metaxaki-Kossionides and B. Dmitriadis, "A Machine-Vision Quality Inspection System for Textile Industries Supported by Parallel Multitransputer Architecture", Microprocessing and Microprogramming , vol. 28, pp. 247-252, 1989.

C.Dimopoulos, N.Milliaraki, S.A.Karkanis, et.al, "A machine-vision based PCB inspection system supported by parallel multitransputer architecture" 5th CIM-Europe Conference , 17-19 May 1989, Athens, pp.321-332

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “An Integrated Two-Level Hierarchical Decision Making System based on Fuzzy Cognitive Maps”, IEEE Transactions on Biomedical Engineering, Vol. 50, No 12, December 2003, pp. 1326-1339. {21 Citations}. (IF=2.302)

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “Active Hebbian Learning to Train Fuzzy Cognitive Maps”, International Journal of Approximate Reasoning, Vol. 37, 2004, pp. 219-249. {48 Citation}. (IF=2.090)

E. I. Papageorgiou, K. E. Parsopoulos, C. D. Stylios, P. P. Groumpos and M. N. Vrahatis, “Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization”, in International Journal of Intelligent Information Systems, Vol. 25, Number 1, July 2005, pp.95-121 (3rd most downloaded paper for 2005). {27 Citation}. (IF=1.115)

E.I. Papageorgiou, & P.P. Groumpos, “A weight adaptation method for fine-tuning Fuzzy Cognitive Map causal links” in Soft Computing Journal, Springer Verlag, 9, (2005), pp. 846-857, DOI 10.10007. {1 Citation}. (IF=0.89)

E.I. Papageorgiou, P. Spyridonos, P. Ravazoula, C.D. Stylios, P.P. Groumpos, & G. Nikiforidis, “Advanced Soft Computing Diagnosis Method for Tumor Grading”, in Artificial Intelligence in Medicine, Vol. 36, Number 1, January 2006, pp. 59-70. {6 Citation}. (IF=1.645)

E.I. Papageorgiou, & P.P. Groumpos, “A new hybrid learning algorithm for Fuzzy Cognitive Maps learning”, Applied Soft Computing, Elsevier, Vol. 5, 2005, pp. 409-431, (11th most downloaded paper for 2005) {23 Citation}. (IF=2.415)

E.I. Papageorgiou, P. Spyridonos, P. Ravazoula, C.D. Stylios, P.P. Groumpos, & G. Nikiforidis, “Grading Urinary Bladder Tumors Using Unsupervised Hebbian Algorithm for Fuzzy Cognitive Maps” Biomedical Soft Computing and Human Sciences, Vol. 9, No. 2, 2004, pp. 33-39. (available on http://ci.nii.ac.jp/naid/110003963833/en ). {1 Citation}.

E.I. Papageorgiou, & P.P. Groumpos, “Optimization of Fuzzy Cognitive Map model in Clinical Radiotherapy Through the Differential Evolution Algorithm”, Biomedical Soft Computing and Human Sciences, Vol. 9, No. 2, 2004, pp. 25-31 {3 Citation}.

E.I. Papageorgiou, C.D. Stylios & P.P. Groumpos, “Unsupervised learning techniques for fine-tuning Fuzzy Cognitive Map causal links”, Intern. Journal of Human-Computer Studies, Elsevier, vol. 64, 2006, pp. 727-743. {26 Citation}. (IF=2.38)

E.I. Papageorgiou, P. Spyridonos, D. Glotsos, C.D. Stylios, P.P. Groumpos, & G. Nikiforidis, “Brain Tumor Characterization using the Soft Computing Technique of Fuzzy Cognitive Maps”, Applied Soft Computing, Vol.8, 2008, pp. 820-828. {12 Citation}. (IF=2.415)

E.I. Papageorgiou, Ath. Markinos, Th. Gemtos, “Application of fuzzy cognitive maps for cotton yield management in precision farming”, Expert Systems with Applications, vol. 36 (10), 2009, pp. 12399-12413. {5 Citation}. (IF=2.596)

E.I. Papageorgiou, “A new methodology for Decisions in Medical Informatics using Fuzzy Cognitive Maps based on Fuzzy Rule-Extraction techniques”, Applied Soft Computing, 11 (2011) 500–513 (IF=2.415)

E.I. Papageorgiou, Ath. Markinos, Th. Gemtos, “Fuzzy Cognitive Map based approach for predicting yield in Cotton Crop Production as a basis for decision support system in precision agriculture application”, Applied Soft Computing, in press. (IF=2.415)

K. Arthi, E.I. Papageorgiou A. Tamilarasi “Analyzing the performance of Fuzzy Cognitive Maps with non linear hebbian learning algorithm in predicting autistic disorder”, Expert Systems with Applications (Elsevier), 38 (2011) 1282–1292 (IF=2.596)

D. Iakovidis and E.I. Papageorgiou, “Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making”, IEEE Transactions on Information Technology in Biomedicine, vol. 15, no.1, 2011, pp. 100-107. (IF=1.782)

E.I. Papageorgiou, “A Fuzzy Inference Map approach to cope with uncertainty in modeling medical knowledge and making decisions”, in Intelligent Decision Technologies Journal, IOS press, acceptance letter 16/1/2011 (IF=0.49).

E.I. Papageorgiou, “Learning Algorithms for Fuzzy Cognitive Maps-A review study”, IEEE Transactions SMC-Part C, in press (IF=1.31).

Vijay Kumar Mago, Ravinder Mehta, Nitin Bhatia,E.I. Papageorgiou, “Prediction of periodental disease using fuzzy cognitive maps”, accepted for publication at Information Sciences Journal. (IF=3.2)

E.I. Papageorgiou, Jos De Roo, N. Papandrianos, Dirk Colaert, “Formalization of treatment guidelines using Fuzzy Cognitive Mapping and semantic web tools”, under revision in Journal of Biomedical Informatics, May 2011.

E.I. Papageorgiou, A. Kannappan, “A comparative analysis on prediction capabilities of Hebbian-based, evolutionary-based and hybrid methods for learning Fuzzy Cognitive Maps - Application to autistic disorder problem”, under revision in Applied Soft Computing Journal.

E.Ι. Papageorgiou, C.D. Stylios and P.P. Groumpos, “The Soft Computing Technique of Fuzzy Cognitive Maps for Decision Making in Radiotherapy”, in book: Intelligent and Adaptive Systems in Medicine, editors: Dr. O. Haas and Prof. K. Burnham, Chapter 5, Taylor & Francis, LLC, IOPs Publications, February 2008. {1 Citation}

E.Ι. Papageorgiou, and C.D. Stylios, “Fuzzy Cognitive Maps”, in book: “Handbook of Granular Computing”, by editors: Witold Pedrycz, Andrzej Skowron and Vladik Kreinovich, Chapter 34, John Wiley & Sons, Ltd, 2008, pp. 755-775. {1 Citation}

E.Ι. Papageorgiou, “A novel approach on constructed dynamic Fuzzy Cognitive Maps using fuzzified decision trees and knowledge-extraction techniques”, in book: Fuzzy Cognitive Maps: Advances in Theory, Methodologies, Tools, Applications, edited by M. Glykas, Studies in Fuzziness and Soft Computing, Springer Verlag Berlin, July 2010, pp. 43-70.

E.Ι. Papageorgiou, Ath. Markinos, Th. Gemtos, “Soft Computing Technique of Fuzzy Cognitive Maps to connect yield defining parameters with yield in Cotton Crop Production in Central Greece as a basis for a decision support system for precision agriculture application”, in book: Fuzzy Cognitive Maps: Advances in Theory, Methodologies, Tools, Applications, edited by M. Glykas, Springer Verlag, July 2010, pp. 325-362.

Michelakos Ι., N. Mallios, E.I. Papageorgiou, M. Vassilakopoulos, Ant Colony Optimization and Data Mining, will be presented in book: Next Generation Data Technologies for Collective Computational Intelligence, edited by Nick Bessis, Springer Verlag, expected to be published in July 2011.

E.I. Papageorgiou, “Fuzzy Cognitive Map reasoning mechanism for handling missing data and uncertainty in medical domain”, will be presented in book: Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies, (Eds.) Dr. Vijay Kumar Mago and Nitin Bhatia, edited by IGI Global.

E.I. Papageorgiou, G. Georgoulas, C.D. Stylios, P.P. Groumpos, G.N. Nikiforidis “Combining Fuzzy Cognitive Maps with Support Vector Machines for bladder tumor grading”, Lecture Notes in Computer Science/LNAI 4251, Part I, pp. 515-523, in: B. Gabrys, R.J. Howlett and L.C. Jain (eds.), KES 2006, 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems, Bournemouth, 9-11 October, UK, 2006. (IF=0.35)

P. Spyridonos, E.I. Papageorgiou, P.P. Groumpos & G. Nikiforidis, “Integration of Expert Systems with Image Analysis Techniques for medical diagnosis”, Lecture Notes in Computer Science 4142, pp. 110-121, in: A. Campilho and M. Kamel(eds.), ICIAR 2006, Springer Verlag Publications, International Conf. on Image Analysis and Recognition, 18-20 September, Portugal. {3 Citation}

E.I. Papageorgiou, C.D. Stylios, & P.P. Groumpos, “Introducing Interval Analysis in Fuzzy Cognitive Map Framework”, Lecture Notes in Artificial Intelligence 3955, pp. 571-575, in: G. Antoniou et al. (eds.), SETN 2006, 4th Hellenic Conference on Artificial Intelligence, Hraklion, 18-20 May, Grete, (SETN’06).

K.E. Parsopoulos, E. I. Papageorgiou, P. P. Groumpos and M. N. Vrahatis, “Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems”, Lecture Notes in Computer Science 3102, pp. 402-413, in: K. Deb et al. (eds.), 2004, Springer Verlag Publications, Genetic and Evolutionary Computation Conference (GECCO) 2004, 26-30 June, Seattle, Washington, USA. {4 Citation}.

E.I. Papageorgiou, K. E. Parsopoulos, P. P. Groumpos and M. N. Vrahatis, “Fuzzy Cognitive Maps Learning Through Swarm Intelligence”, Lecture Notes in Computer Science 3070, pp. 344-349, in: L. Rutkowski et al. (Eds.), ICAISC 2004, Springer Verlag publications, 16th Intern. Conf. on Artificial Intelligence and Soft Computing (ICAISC) 2004, Zakopane, Poland, 7-11 June, 2004. {9 Citation}.

E.I. Papageorgiou, P. Spyridonos, C.D. Stylios, G. Nikiforidis, & P.P. Groumpos, “The Challenge of Using Soft Computing Techniques for Tumor Characterization”, Lecture Notes in Computer Science 3070, pp. 1031-1036, in: L. Rutkowski et al. (Eds.), ICAISC 2004, Springer Verlag publications, 16th Intern. Conf. on Artificial Intelligence and Soft Computing (ICAISC) 2004, Zakopane, Poland, 7-11 June. {1 Citation}.

E.I. Papageorgiou, and P.P. Groumpos, “A weight adaptation method for Fuzzy Cognitive Maps to a process control problem”, Lecture Notes in Computer Science/LNAI 3037 Vol. II, pp. 515-522, in: M. Budak et al., ICCS 2004, Intern. Conference on Computational Science, ICCS 2004, Krakow, Poland, 6-9 June, Springer Verlag {4 Citation}.

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “Fuzzy Cognitive Map Learning based on Nonlinear Hebbian Rule”, Lecture Notes in Computer Science/LNAI 2903, pp. 254-266, in: T.D. Gedeon and L.C.C. Fung (Eds.): AI 2003, Springer-Verlag, Berlin Heidelberg, 16th Australian Joint Conference on Artificial Intelligence - AI’03, Perth-Western Australia, December 3-5, 2003. {39 Citation}.

E.I. Papageorgiou, “Medical decision making through fuzzy computational intelligent approaches”, Lecture Notes in Computer Science/LNAI 5722, pp. 99–108, 2009, J. Rauch et al. (Eds.): ISMIS 2009, Springer-Verlag Berlin Heidelberg 2009, Proceedings of 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, Prague, 14-17 September

E.I. Papageorgiou, N.I. Papandrianos, G. Karagianni, D. Sfyras, “Fuzzy Cofnitive Map based approach for assessing pulmonary infections”, Lecture Notes in Computer Science/LNAI 5722, pp. 109–118, 2009, J. Rauch et al. (Eds.): ISMIS 2009, Springer-Verlag Berlin Heidelberg 2009, Proceedings of 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, Prague, 14-17 September.

E.I. Papageorgiou, N.I. Papandrianos, D. Apostolopoulos, P.J. Vassilakos, “Fuzzy Cognitive Map based Decision Support System for thyroid diagnosis management”, Proc. of World Congress on Computational Intelligence, IEEE WCCI 2008, Korea, 2-6 June, art. no. 4630524, pp. 1204-1211. {1 Citation}.

E.I. Papageorgiou, N.I. Papandrianos, D. Apostolopoulos, P.J. Vassilakos, “Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics”, Proc. of the 1st 2008 International Conference on Biomedical Engineering and Informatics, BMEI 2008, 28-30 May, Sanya, China, art. no. 4548799, pp. 888-892.

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “Novel architecture for supporting medical decision making of different data types based on Fuzzy Cognitive Map Framework”, in Proceedings of 28th IEEE EMBS Annual Intern. Conference in Medicine and Biology Society, EMBS 2007, 21-23 August, Lyon, France, Conference 2007, pp. 1192-1195. {2 Citation}.

E.I. Papageorgiou, P.P. Groumpos, “Neuro-fuzzy, fuzzy decision tree and association rule based methods for fuzzy cognitive map grading process”, Proceedings of International Conference on Computational Intelligence in MEDicine, CIMED 2007, Plymouth, England, 25-27 June, CD-ROM.

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “A Generic framework combining different data types for FCM-based decision support”, Proceedings of CIMED 2007, Plymouth, England, 25-27 June.

Ath. Markinos, E.I. Papageorgiou, C.D. Stylios, G. Gemptos, “Introducing Fuzzy Cognitive Maps for decision making in precision agriculture” in Proceedings of 6th European Conference on Precision Agriculture (6ECPA), Skiathos, Greece, 3-6 June 2007, pp. 77-86.

Yiannis Petalas, Konstantinos Parsopoulos, Elpiniki Papageorgiou, Petros Groumpos and Michael Vrahatis, “Enhanced Learning in Fuzzy Simulation Models Using Memetic Particle Swarm Optimization”, SIS 2007, Proceedings of the 2007 IEEE Swarm Intelligence Symposium, SIS 2007, art. no. 4223150, pp. 16-22, Honoloulou, Hawai. {1 Citation}.

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making”, Proceedings of the 28th IEEE EMBS Annual Intern. Conference in Medicine and Biology Society, EMBS 2006, pp. 6117-6120, 30 Aug.-3 Sept, New York, USA, 2006. {2 Citation}.

G. Georgoulas, C.D. Stylios, E.I. Papageorgiou, P.P. Groumpos, “Tuning Support Vector Machines via Particle Swarm Optimization for the Classification of Fetal Heart Rate Signals” in Proc. of 18th international EURASIP conference, BIOSIGNAL 2006, June 28-30, 2006, Brno, Czech Republic, pp.169-171.

P. Spyridonos, D. Glotsos, E.I. Papageorgiou, C.D. Stylios, P. Ravazoula, P.P. Groumpos, G.N. Nikiforidis, “Fuzzy cognitive map-based methodology for assessing brain tumors”, in Proceedings of 3rd European Medical and Biological Engineering Conference, EMBEC’05, 20-25 November 2005, Prague.

Y.G. Petalas, E.I Papageorgiou, K.E. Parsopoulos, P.P. Groumpos and M.N. Vrahatis, “Fuzzy cognitive maps learning using memetic algorithms”, in Proceedings of Int. Conference of Computational Methods in Sciences and Engineering, ICCMSE 2005, Loutraki, Greece, pp. 1420-1423.

Y.G. Petalas, E.I Papageorgiou, K.E. Parsopoulos, P.P. Groumpos and M.N. Vrahatis, “Interval Cognitive Maps”, in Proceedings of Int. Conference of Numerical Analysis and Applied Mathematics, ICNAAM’05, Rhodes, 16-20 September 2005, Greece, p.p 1120-1123.

E.I. Papageorgiou, and P.P. Groumpos, “Two-stage learning algorithm for Fuzzy Cognitive Maps” Proceedings of IEEE International Conference on Intelligent Systems, IS’2004, Varna, Bulgaria, pp. 82-87. {7 Citations}.

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “The Challenge of Using Unsupervised Learning Algorithms for Fuzzy Cognitive Maps”, Proceedings of IEEE Int. Joint Conference on Neural Networks, IJCNN 2004, 26-29 July, Budapest, 2004. {3 Citation}

K.E. Parsopoulos, E. I. Papageorgiou, P. P. Groumpos and M. N. Vrahatis, “A First Study of Fuzzy Cognitive Map Learning Using Particle Swarm Optimization”, Proc. of IEEE 2003 Congress on Evolutionary Computation, CEC’ 03, Canberra, Australia, pp. 1440-1447, 2003. {41 Citations}.

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

E. Papageorgiou, C. Stylios and P. Groumpos “Decision Making in External Beam Radiation Therapy based on Fuzzy Cognitive Maps" Proceedings of 1st International IEEE Symposium on 'Intelligent Systems, IS’04 Varna, Bulgaria, September 10-12, 2002, pp. 312-317. {1 Citation}.

E. Papageorgiou, C. D. Stylios and P.P. Groumpos “Activation Hebbian Learning Rule for Fuzzy Cognitive Maps” Proceedings of 15th IFAC International Federation of Automatic Control World Congress, Barcelona, Spain, July 21-26, 2002, CD-ROM. {1 Citation}.

E.I. Papageorgiou, G. Georgoulas, C.D. Stylios, P.P. Groumpos, “Applying computational intelligence methods for tumour characterization”, in Proceedings of World Congress on Medical Physics and Biomedical Engineering, WC2006, August 27-September 1, Seoul, Korea, 2006, pp.3526-3529.

E.I. Papageorgiou, C.D. Stylios, P.P. Groumpos, “Hybrid model based on Decision Trees and Fuzzy Cognitive Maps for medical diagnosis”, in Proceedings of World Congress on Medical Physics and Biomedical Engineering, WC2006, August 27-September 1, Seoul, Korea, 2006, pp. 3558-3556.

E.I. Papageorgiou, “A novel approach on designing augmented Fuzzy Cognitive Maps using fuzzified decision trees”, Z. Cai et al. (Eds.): ISICA 2009, Computers in Communication and Intelligent Systems- CCIS 51, pp. 266–275, 2009, Springer-Verlag Berlin Heidelberg 2009, Proceedings at 4th international Symposium of Intelligence Computations and Applications, ISICA 2009, 23-25 October, China.

E.I. Papageorgiou, C. Papadimitriou, S.Karkanis, “Management uncomplicated urinary tract infections using fuzzy cognitive maps”, Proc. of the 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009, pp. November 5-7, 2009, Larnaca, Cyprus. (Special session of 1st International Workshop on Information Technology for Patient Safety (ITPS 2009)), ISBN: 978-1-4244-5379-5.

E.I. Papageorgiou and D. Iakovidis, “Towards the Construction of Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making”, Proc. of the 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009, pp. November 5-7, 2009, Larnaca, Cyprus (Special session of 1st International Workshop on Information Technology for Patient Safety (ITPS 2009)), ISBN: 978-1-4244-5379-5.

E.I. Papageorgiou, N.I. Papandrianos, G. Karagianni, G. Kyriazopoulos, D. Sfyras, “A fuzzy cognitive map based tool for prediction of infectious diseases”, Proceeding of FUZZ-IEEE 2009, World Congress, 24-27 August 2009, Korea, pp. 2094-2099. (www.scopus.com)

Michelakos, E.I. Papageorgiou, M. Vasilakopoulos, “A Hybrid Classification Algorithm evaluated on Medical Data”, Proc. of 1st International Workshop on Cooperative Knowledge Discovery & Data Mining, CKDD 2010, according to the WETICE 2010, IEEE, 28-29 June 2010, ΤΕΙ Larisas, DOI 10.1109/WETICE.2010.22, pp. 98-103.

Michelakos, E.I. Papageorgiou, M. Vasilakopoulos, “A Study of cAnt-Miner2 Parameters using Medical Data Sets” Proc. of 1st International Workshop on Cooperative Knowledge Discovery & Data Mining, CKDD 2010, according to the WETICE 2010, IEEE, 28-29 June 2010, ΤΕΙ Larisas, DOI 10.1109/WETICE.2010.52, pp. 119-121.

Michelakos, N. Mallios, E.I. Papageorgiou, M. Vasilakopoulos, “Ant Colomy Optimization and Data Mining: Techniques and Trends”, Proceedings of 3PGCIC 2010, Fifth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, November 4-6, 2010, Fukuoka Institute of Technology, Fukuoka, Japan, DOI 10.1109/3PGCIC.2010.47, pp. 284-290.

E.I. Papageorgiou and W. Froelich, Forecasting the state of pulmonary infections using evolutionary Fuzzy Cognitive Maps, Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB , art. no. 5687739.

E.I. Papageorgiou and A. Kannappan, “A Review Study of Fuzzy Cognitive Maps”, Proceedings of the International Conference on Communication and Computational Intelligence – 2010, Kongu Engineering College, Perundurai, Erode, T.N.,Indi, .27 – 29 December,2010, pp.425-430.

D.K. Iakovidis, and E.I. Papageorgiou, “Intuitionistic Fuzzy Reasoning with Cognitive Maps”, accepted for presentation at IEEE International Conference of Fuzzy Systems (FUZZ IEEE), 2011, 27-30 June, Taipei, Taiwan.

Nassim Douali, Elpiniki Papageorgiou, Jos De Roo, Marie-Christine Jaulent, “Case Based Fuzzy Cognitive Maps (CBFCM) : New method for medical reasoning”, accepted for presentation at IEEE International Conference of Fuzzy Systems (FUZZ IEEE), 2011, 27-30 June, Taipei, Taiwan.

E.I. Papageorgiou, “A Review Study of FCMs Applicatiions during the last decade” accepted for presentation at IEEE International Conference of Fuzzy Systems (FUZZ IEEE), 2011, 27-30 June, Taipei, Taiwan.

E.I. Papageorgiou, Jos De Roo, C. Huszka, D. Colaert, “Application of cognitive maps using semantic web approaches to model medical knowledge”, accepted for presentation at International Conference of Artificial Intelligence, ICAI 2011, July, Las Vengas, USA.

N.Mallios, E.I. Papageorgiou and M. Samarinas, “Comparison of Machine Learning Techniques using the WEKA environment for Prostate Cancer Therapy Plan”, accepted for presentation at CKDD, WETICE 2011, 27-29 June, Paris, France.

E. Papageorgiou, C. D. Stylios and P.P. Groumpos "Learning Algorithms For Fuzzy Cognitive Maps" Int. Conference in Fuzzy logic and Technology, De Montfort University, Leicester, England, September 5-7, 2001, pp. 83-88. {1 Citation}.

E.I. Papageorgiou, P. Spyridonos, C.D. Stylios, P. Ravazoula, P.P. Groumpos, & G. Nikiforidis, “A Fuzzy Cognitive Map model for grading urinary bladder tumors”, in 5th Int. Conf. in Neural Networks & Experts Systems in Medicine & Healthcare 1st Int. Conf. in Computational Intelligence in Medicine & Healthcare, NNESMED/CIMED Conference, July 21-23, 2003, Sheffield, England, pp. 55-60. {1 Citation}.

E.I. Papageorgiou, K.E. Parsopoulos, P.P. Groumpos and M.N. Vrahatis, “Recent Advances in Fuzzy Cognitive Maps Learning Using Evolutionary Computation Techniques”, Proc. of IC – SCCΕ CONFERENCE, Athens, Greece, 8 – 10 September 2004.

A.Kontogianni, E. Papageorgiou, B. Zannou, D. Castilla, F. Adaman, V. Melikidze, L. Salomatina, E. Papathanassiou, M. Skourtos, “Assessing perceptions of environmental futures through Fuzzy Cognitive Mapping: A case study with Mediterranean and Black Sea stakeholders”, accepted for presentation at SESAME Final Scientific Conference, Electra Palace Hotel, Athens, Greece 4-8 April 2011.

S. Blackmore, S. Fountas, P. Stavrakakis, E. Papageorgiou, K. Apostolidi “A specification for mobile cognitive security robots in port facilities”, Annual Meeting of Marine Technology 2010, Technological Conference & Exhibition, Hellenic Institute of Marine Technology, 31 November – 1 December 2010, Athens, Greece.