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Journals 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1992 1989 1970 All
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Ph.D Theses  2015 2014 2013 2011 2010 2009 2008 2006 2005 2004 2001 2000 All
Books 2024 2023 2022 2021 2020 2019 2017 2016 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 1999 1998 All
Diploma Theses  2019 2018 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2003 2002 2001 2000 1994 1993 All
Conferences 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 All


Books • 2024

  1. E.-E. Economopoulou, G. Vonitsanos, Ph. Mylonas, A. Kanavos
    " Efficient Energy Disaggregation using DBSCAN: A Novel Approach for Enhanced Energy Management"
    I. Maglogiannis, L. Iliadis, I. Karydis, A. Papaleonidas, I. Chochliouros (Eds.), AIAI 2024, IFIP AICT 715, Corfu, Greece, June 27-30, 2024
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. E. Kafeza, G. Drakopoulos, Ph. Mylonas
    "Graph Neural Networks in PyTorch for Link Prediction in Industry 4.0 Process Graphs"
    I. Maglogiannis, L. Iliadis, J. Macintyre, M. Avlonitis, A. Papaleonidas (Eds.), AIAI 2024, IFIP AICT 713, Corfu, Greece, June 27-30, 2024
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. M. Trigka, E. Dritsas, Ph. Mylonas
    "New Perspectives in e-Learning: EEG-Based Modelling of Human Cognition Individual Differences"
    I. Maglogiannis, L. Iliadis, I. Karydis, A. Papaleonidas, I. Chochliouros (Eds.), AIAI 2024, IFIP AICT 715, Corfu, Greece, June 27-30, 2024
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2023   top UP

  1. C. Didachos, D. P. Kintos, M. Fousteris, Ph. Mylonas, A. Kanavos
    "An Optimized Cloud Computing Method for Extracting Molecular Descriptors"
    In Advances in Experimental Medicine and Biology, Vlamos, P. (eds), vol 1424, Springer, Cham, https://doi.org/10.1007/978-3-031-31982-2_28
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. E. Dritsas, M. Trigka, Ph. Mylonas
    "Ensemble Machine Learning Models for Breast Cancer Identification"
    I. Maglogiannis, L. Iliadis, A. Papaleonidas, I. Chochliouros (Eds.), AIAI 2023, IFIP AICT 677, Leon, Spain, June 14-17, 2023
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. C. Troussas, C. Papakostas, A. Krouska, Ph. Mylonas, C. Sgouropoulou
    "Personalized feedback using Natural Language Processing in Intelligent Tutoring Systems"
    In Augmented Intelligence and Intelligent Tutoring Systems, Lecture Notes in Computer Science LNCS 13891, pp. 667–677, Springer, 2023
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2022   top UP

  1. K. Stamou, A. Sotiropoulou, Ph. Mylonas, Y. Voutos
    "A Video Game for Byzantine History - Akritas: Playing at the Byzantine Borders"
    In "Teaching the Middle Ages through Modern Games-Using, Modding and Creating Games for Education and Impact", edited by Robert Houghton, Berlin, De Gruyter Oldenbourg, 2022
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. F. Kounelis, A. Kanavos, Ph. Mylonas
    "Improving the Run-Time of Space-Efficient n-Gram Data Structures Using Apache Spark "
    Advances in Experimental Medicine and Biology Volume 1338, Springer, In Computational Biology and Bioinformatics, P. Vlamos (ed.)
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2021   top UP

  1. S. Stylianou-Nikolaidou, I. Vernikos, E. Mathe, E. Spyrou, Ph. Mylonas
    "A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities"
    Proceedings of the International Neural Networks Society, Volume 3, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. A. Kanavos, M. Trigka, E. Dritsas, G. Vonitsanos, Ph. Mylonas
    "Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks"
    IFIP Advances in Information and Communication Technology, IFIP AICT 628, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. M. Marountas, G. Drakopoulos, Ph. Mylonas, S. Sioutas
    "Recommending Database Architectures For Social Queries: A Twitter Case Study"
    IFIP Advances in Information and Communication Technology, IFIP AICT 627, 2021, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. K. Aggelakos, Ph. Mylonas, S. Palamas, S. Bozikis, E. Pouliasis, I. Stouraitis, G. Voutos, K. Stamou, E. Koumentakou
    "Teaching of the Greek Revolution in today's school: from stagnation to paradigm shift through the digital serious game "
    In "Studying and teaching the Greek Revolution in the modern school - Innovative research and teaching approaches", pp. 171-200, Metechmio, ISBN 978-618-03-2925-4, December 2021
    [ BibTex ] [ save PDF  ]

Books • 2020   top UP

  1. E. Mathe, A. Maniatis, E. Spyrou, Ph. Mylonas
    "A Deep Learning Approach for Human Action Recognition Using Skeletal Information"
    Advances in Experimental Medicine and Biology, Volume 1194, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. G. Drakopoulos, Ph. Mylonas, S. Sioutas
    "An Architecture for Cooperative Mobile Health Applications"
    Advances in Experimental Medicine and Biology, Volume 1194, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. A. Kanavos, I. Livieris, Ph. Mylonas, S. Sioutas, G. Vonitsanos
    "Apache Spark Implementations for String Patterns in DNA Sequences"
    Advances in Experimental Medicine and Biology, Volume 1194, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. G. Drakopoulos, M. Marountas, X. Liapakis, G. Tzimas, Ph. Mylonas, S. Sioutas
    "Blockchain for Mobile Health Applications Acceleration with GPU Computing"
    Advances in Experimental Medicine and Biology, Volume 1194, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  5. G. Drakopoulos, I. Giannoukou, Ph. Mylonas, S. Sioutas
    "On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks"
    In S. Hartmann et al. (Eds.): DEXA 2020, LNCS 12392, pp. 195–210, 2020, Springer Nature, Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]
  6. G. Drakopoulos, I. Giannoukou, Ph. Mylonas, S. Sioutas
    "The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics"
    IFIP Advances in Information and Communication Technology, IFIP AICT 585, Springer Nature Switzerland
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2019   top UP

  1. G. Drakopoulos, X. Liapakis, E. Spyrou, G. Tzimas, Ph. Mylonas, S. Sioutas
    "Computing Long Sequences of Consecutive Fibonacci Integers with TensorFlow"
    MacIntyre J., Maglogiannis I., Iliadis L., Pimenidis E. (eds), AIAI 2019, IFIP Advances in Information and Communication Technology, vol 560, Springer, Cham
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. A. Papadakis, E. Mathe, I. Vernikos, A. Maniatis, E. Spyrou, Ph. Mylonas
    "Recognizing Human Actions using 3D Skeletal Information and CNNs"
    Macintyre J., Iliadis L., Maglogiannis I., Jayne C. (eds), EANN 2019, Communications in Computer and Information Science, vol 1000, Springer, Cham
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. Ph. Mylonas
    "Semantic Processing"
    Encyclopaedia of Image Processing, Ph. Laplante (ed.), CRC Press, Taylor & Francis, Boca Raton, 2019
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2017   top UP

  1. G. Drakopoulos, F. Stathopoulou, G. Tzimas, M. Paraskevas, Ph. Mylonas, S. Sioutas
    "A Genetic Algorithm for Discovering Linguistic Communities in Spatiosocial Tensors with an Application to Trilingual Luxemburg"
    Engineering Applications of Neural Networks, Vol. 744, G. Boracchi, L. Iliadis, C. Jayne, A. Likas (eds.), Springer International Publishing, DOI: 10.1007/978-3-319-65172-9, 2017
    [ BibTex ] [ save PDF  ]
  2. E.Spyrou, Ph. Mylonas and S. Kollias
    "Concept-Based Multimedia Processing using Semantic and Contextual Knowledge"
    Perceptual Digital Imaging: Methods And Applications, R. Lukac (eds.), CRC Press/Taylor & Francis, March 2017
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. Ph. Mylonas
    "Exploring the notion of context in medical data"
    Advances in Experimental Medicine and Biology, Vol. 989, Geriatrics, Springer International Publishing, P. Vlamos (ed.), DOI: 978-3-319-57348-9_4
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. S. Sioutas, Ph. Mylonas, A. Panaretos, P. Gerolymatos, D. Vogiatzis, E. Karavaras, T. Spitieris, A. Kanavos
    "Survey of Machine Learning Algorithms on Spark Over DHT-based Structures"
    Algorithmic Aspects of Cloud Computing, pp.146-156, LNCS, April 2017
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2016   top UP

  1. A. Pateli, P. Mikalef, Ph. Mylonas
    "Closing the innovation gap in the Adriatic Region: Greece"
    C. Cozza, G. Harirchi, A. M. Čunko (eds.), Innovation in the Adriatic Region, EUT, Trieste, 2016, ISBN: 978-88-8303-761-0
    [ BibTex ] [ save PDF  ]
  2. E. Spyrou, A. Psallas, V. Charalampidis, Ph. Mylonas
    "Discovering Areas of Interest using a Semantic Geo-Clustering Approach"
    Artificial Intelligence Applications and Innovations, Vol. 475, IFIP Advances in Information and Communication Technology, pp. 490-498, Springer
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. I. Kotsia, S. Zafeiriou, G. Goudelis, I. Patras, K. Karpouzis
    "Multimodal Sensing in Affective Gaming"
    K. Karpouzis, G. Yannakakis (eds.), Emotion in Games, Socio-Affective Computing 4, Springer, DOI: DOI 10.1007/978-3-319-41316-7_4
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. I. Papadakis, M. Stefanidakis, Ph. Mylonas, B. Endres Niggemeyer, S. Kazanas
    "Top-K Shortest Paths in Large Typed RDF Datasets Challenge"
    Semantic Web Challenges, Vol. 641, Third SemWebEval Challenge at ESWC 2016, H. Sack, S. Dietze, A. Tordai, C. Lange (eds.), Heraklion, Crete, Greece, pp. 191-199
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2014   top UP

  1. Evaggelos Spyrou, Phivos Mylonas
    "A Survey of Geo-tagged Multimedia Content Analysis within Flickr"
    Artificial Intelligence Applications and Innovations, IFIP Advances in Information and Communication Technology, Volume 437, pp. 126-135, 2014
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. Manolis Koubarakis, Giorgos B. Stamou, Giorgos Stoilos, Ian Horrocks, Phokion G. Kolaitis, Georg Lausen, Gerhard Weikum (Eds.)
    "Reasoning Web. Reasoning on the Web in the Big Data Era - 10th International Summer School 2014"
    Lecture Notes in Computer Science 8714, Springer 2014, ISBN 978-3-319-10586-4
    [ BibTex ]
  3. P. Alexopoulos, Ph. Mylonas
    "Towards vagueness-oriented quality assessment of ontologies"
    Lecture Notes in Computer Science, including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Volume 8445, LNCS, pp. 448-453, May 2014
    [ BibTex ] [ save PDF  ]

Books • 2013   top UP

  1. C. Hondrou, G. Caridakis
    "Affective Natural Interaction using EEG: technologies, applications and future directions"
    Semantic Multimedia Analysis and Processing, CRC Press - Taylor & Francis Group
    [ Abstract ] [ BibTex ]
  2. I. Anagnostopoulos, G. Razis, Ph. Mylonas, C.-N. Anagnostopoulos
    "Query Expansion with a Little Help from Twitter"
    Engineering Applications of Neural Networks, Communications in Computer and Information Science, L. Iliadis, H. Papadopoulos, C. Jayne (eds.), Springer, Volume 384, pp. 20-29
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. N. Simou, G. Stoilos, G. Stamou
    "Storing and Querying Fuzzy Knowledge in the Semantic Web using FiRE"
    F. Bobillo, P. C. G. da Costa et. al (eds), Uncertainty Reasoning for the Semantic Web II, Springer, Lecture Notes in Artificial Intelligence, pp 158 - 176, 2013
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2012   top UP

  1. M. Wallace, P. Alexopoulos, Ph. Mylonas:
    "Identifying Conceptual Layers in the Ontology Development Process"
    I. Maglogiannis, V. Plagianakos, I. Vlahavas (Eds.): Artificial Intelligence: Theories and Applications, LNCS 7297, Springer 2012
    [ BibTex ] [ save PDF  ]
  2. Ph. Mylonas
    "Understanding How Visual Context Influences Multimedia Content Analysis Problems"
    I. Maglogiannis, V. Plagianakos, I. Vlahavas (Eds.): Artificial Intelligence: Theories and Applications, LNCS 7297, Springer 2012
    [ BibTex ] [ save PDF  ]

Books • 2011   top UP

  1. JC. Martin, L. Deviller, A. Raouzaiou, G. Caridakis, et al.
    "Coordinating the Generation of Signs in Multiple Modalities in an Affective Agent "
    P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp 349-367, Springer
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. S. Diplaris, A. Sonnenbichler, T. Kaczanowski, Ph. Mylonas, A. Scherp, M. Janik, S. Papadopoulos, M. Ovelgönne, Y. Kompatsiaris
    "Emerging Collective Intelligence for personal, organisational and social use"
    Next Generation Data Technologies for Collective Computational Intelligence, Springer, Vol. 35, Bessis, Nik, Xhafa, Fatos (Eds.), May 2011
    [ BibTex ] [ save PDF  ]
  3. C. Peters, G. Castellano, M. Rehm, E. André, A. Raouzaiou, K. Rapantzikos, K. Karpouzis, G. Volpe, A. Camurri, A. Vasalou
    "Fundamentals of Agent Perception and Attention Modelling"
    Emotion-Oriented Systems, Cognitive Technologies, Springer-Verlag, Part 4, 293-319, 2011
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. M. Pantic, G. Caridakis
    "Image and Video Processing for Affective Applications"
    P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp 101-114, Springer
    [ Abstract ] [ BibTex ] [ save PDF  ]
  5. Th. Athanasiadis, Ph. Mylonas, G. Papadopoulos, V. Mezaris, Y. Avrithis, I. Kompatsiaris, M. Strintzis
    "Knowledge Driven Segmentation and Classification"
    Multimedia Semantics: Metadata, Analysis and Interaction, R. Troncy, B. Huet and S. Schenk (eds.), Wiley-Blackwell, ISBN: 978-0-470-74700-1, August 2011
    [ BibTex ] [ save PDF  ]
  6. M. Pantic, G. Caridakis, E. Andre, J. Kim, K. Karpouzis, S. Kollias
    "Multimodal emotion recognition from low-level cues"
    P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp 115-132, Springer
    [ Abstract ] [ BibTex ] [ save PDF  ]
  7. N. Simou, G. Stoilos, C. Saathoff, J. Nemrava, V. Svatek, P. Berka, V. Tzouvaras
    "Reasoning for multimedia analysis"
    Multimedia Semantics: Metadata, Analysis and Interaction, R. Troncy, B. Huet and S. Schenk (eds.), Wiley, 2011
    [ BibTex ]
  8. Kalliopi Dalakleidi, Stamatia Dassiopoulou, Giorgos Stoilos, Vassilis Tzouvaras, Giorgos Stamou and Yiannis Kompatsiaris
    "Semantic Representation of Multimedia Content"
    in Knowledge-Driven Multimedia Extraction and Ontology Evolution, Paliouras Georgios, Spyropoulos Constantine, Tsatsaronis George eds, Springer
    [ BibTex ] [ save PDF  ]
  9. K. Karpouzis
    "Signals to Signs – Feature Extraction, Recognition, and Multimodal Fusion"
    P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp. 65-69, Springer
    [ Abstract ] [ BibTex ]
  10. K. Rapantzikos, Y. Avrithis and S. Kolias
    "Vision, Attention Control, and Goals Creation System"
    Perception-Action Cycle, Springer Series in Cognitive and Neural Systems, Part 2, pp. 363-386,2011
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2010   top UP

  1. G. Caridakis, P. Tzouveli, L. Malatesta, A. Raouzaiou, K. Karpouzis, S. Kollias
    "Affective e-Learning System: Analysis of Learners State"
    in A. Tzanavari and N. Tsapatsoulis (eds), Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience, pp. 275-294, IGI Global
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. S.Asteriadis, N.Nikolaidis, I.Pitas
    "A Review of Facial Feature Detection Algorithms"
    in Advances in Face Image Analysis: Techniques and Technologies, edited by: Y.-J. Zhang, 42-61, 2010
    [ BibTex ]
  3. G. Castellano, G. Caridakis, A. Camurri, K. Karpouzis, G. Volpe, S. Kollias
    "Body gesture and facial expression analysis for automatic affect recognition"
    in Scherer, K.R., Banziger, T., Roesch, E. (Eds.), A Blueprint for Affective Computing, Oxford University Press
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. V. Solachidis, Ph. Mylonas, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, V. Lanfranchi, A. Scherp, S. Staab, C. Contopoulos, I. Gkika, B. Bakaimis, P. Smrz, Y. Kompatsiaris, Y. Avrithis
    "Collective Intelligence Generation from User Contributed Content"
    Advances in Data Analysis, Data Handling and Business Intelligence, Studies in Classification, Data Analysis, and Knowledge Organization
    [ BibTex ] [ save PDF  ]
  5. Ch. Doukas, I. Maglogiannis, K. Karpouzis
    "Introducing Context-Awareness and Adaptation in Telemedicine Systems"
    M. Wallace et. al, (Eds.): Semantics in Adaptive and Personalized Services 2010: 163-185
    [ Abstract ] [ BibTex ] [ save PDF  ]
  6. R. Cowie, C. Cox, J.-C. Martin, A. Batliner, D. Heylen, K. Karpouzis
    "Issues in Data Labelling"
    P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, DOI 10.1007/978-3-642-15184-2_5, Springer-Verlag Berlin Heidelberg 2011
    [ Abstract ] [ BibTex ]
  7. P.Kapsalas, M. Zervakis, P. Maravelaki-Kalaitzaki, E.T. Delegou, A. Moropoulou
    "Machine Vision Schemes Towards Detecting & Estimating The State Of Corrosion"
    Book Chapter in Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology
    [ BibTex ] [ save PDF  ]

Books • 2009   top UP

  1. B. Huet, A.F. Smeaton, K. Mayer-Patel and Y. Avrithis
    "Advances in Multimedia Modeling"
    Lecture Notes in Computer Science
    [ BibTex ]
  2. L. Malatesta, K. Karpouzis, A. Raouzaiou
    "Affective Intelligence: The Human Face of AI "
    Artificial Intelligence: An International Perspective, IFIP State of the Art Series, pp. 53-70
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. Ph. Mylonas, V. Solachidis, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, S. Staab, P. Smrz, Y. Kompatsiaris and Y. Avrithis
    "Efficient Media Exploitation towards Collective Intelligence"
    Advances in Data Analysis, Data Handling & Business Intelligence, Studies in Classification, Data Analysis & Knowledge Organization, Springer, November 2009
    [ BibTex ] [ save PDF  ]
  4. L. Malatesta, J. Murray, A. Raouzaiou, A. Hiolle, L. Cañamero, K. Karpouzis
    "Emotion Modelling and Facial Affect Recognition in Human-Computer and Human-Robot Interaction"
    J. Ponce, A. Karahoca (Eds), State of the Art in Face Recognition, ISBN: 978-3-902613-42-4, InTech Publishers
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2008   top UP

  1. S. Asteriadis, K. Karpouzis, S. Kollias
    "A Neuro-fuzzy Approach to User Attention Recognition"
    LNCS 5163, Artificial Neural Networks - ICANN 2008, Springer
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. G. Evangelopoulos, K. Rapantzikos, P. Maragos, Y. Avrithis, A. Potamianos
    "Audiovisual Attention Modeling and Salient Event Detection"
    in Multimodal Processing and Interaction: Audio, Video, Text, edited by P. Maragos, A. Potamianos and P. Gros, Springer-Verlag.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. E. Spyrou and Y. Avrithis
    "Detection of High-Level Concepts in Multimedia"
    Encyclopedia of Multimedia, 2nd Edition, Springer 2008, in print
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. S. Dasiopoulou, C. Saathoff, Ph. Mylonas, Y. Avrithis, Y. Kompatsiaris and S. Staab
    "Introducing Context and Reasoning in Visual Content Analysis: An Ontology-based Framework"
    Semantic Multimedia and Ontologies: Theory and Applications, Springer-Verlag, Heidelberg, March 2008
    [ BibTex ] [ save PDF  ]
  5. Ph. Mylonas and Y. Avrithis
    "Multimedia Personalization"
    Encyclopedia of Multimedia, 2nd Edition, Encyclopedia of Multimedia, 2nd Edition, B. Furht (ed.), Springer, New York, NY, USA, ISBN: 978-0-387-74724-8, October 2008
    [ Abstract ] [ BibTex ] [ save PDF  ]
  6. G. Stoilos, G Stamou, J.Z. Pan, N. Simou and V. Tzouvaras
    "Reasoning with the Fuzzy Description Logic f-SHIN: Theory, Practice and Applications"
    In Paulo CG Costa, Claudia d'Amato et al. (eds) Uncertainty Reasoning for the Semantic Web I (Book)
    [ Abstract ] [ BibTex ] [ save PDF  ]
  7. R. Cowie, E. Douglas-Cowie, K. Karpouzis, G. Caridakis, M. Wallace, S. Kollias
    "Recognition of Emotional States in Natural Human-Computer Interaction"
    D. Tzovaras (ed.), Multimodal User Interfaces, pp. 119-153, Springer Berlin Heidelberg, 2008
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2007   top UP

  1. Ph. Mylonas, G. Andreou, K. Karpouzis
    "A Collaborative Filtering Approach to Personalized Interactive Entertainment using MPEG-21"
    Emerging Artificial Intelligence Applications in Computer Engineering, Frontiers in Artificial Intelligence & Applications, vol. 160, pp. 173-191, IOS Press, Amsterdam, Oct. 2007
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. Ph. Mylonas, P. Tzouveli, S. Kollias
    "An integrated approach towards intelligent educational content adaptation"
    Emerging Artificial Intelligence Applications in Computer Engineering, Frontiers in Artificial Intelligence & Applications, vol. 160, pp. 154-172, IOS Press, Amsterdam, Oct. 2007
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. G. Caridakis, G. Castellano, L. Kessous, A. Raouzaiou, L. Malatesta, S. Asteriadis, K. Karpouzis,
    "Expressive faces, gestures and speech in multimodal affective analysis"
    in C. Boukis, A. Pnevmatikakis and L. Polymenakos (eds.), Artificial Intelligence and Innovations: from Theory to Applications, pp 375-388
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. E.Spyrou, Y.Avrithis
    "High-Level Concept Detection in Video Using a Region Thesaurus"
    Emerging Artificial Intelligence Applications in Computer Engineering, Series in Frontiers in Artificial Intelligence and Applications, IOS Press, Amsterdam, Netherlands,in print
    [ Abstract ] [ BibTex ] [ save PDF  ]
  5. K. Karpouzis, G. Caridakis, L. Kessous, N. Amir,A. Raouzaiou, L. Malatesta, S. Kollias
    "Modeling naturalistic affective states via facial, vocal, and bodily expressions recognition"
    T. Huang, A. Nijholt, M. Pantic, A. Pentland (eds.), Lecture Notes in Artificial Intelligence, Special Volume on AI for Human Computing, pp. 91-112, Springer.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  6. G. Castellano, L. Kessous, G. Caridakis
    "Multimodal emotion recognition from expressive faces, body gestures and speech"
    C. Peter, R. Beale (eds), Affect and Emotion in Human-Computer Interaction, Lecture Notes in Computer Science, Springer
    [ Abstract ] [ BibTex ] [ save PDF  ]
  7. G. Th. Papadopoulos, Ph. Mylonas, V. Mezaris, Y. Avrithis and I. Kompatsiaris
    "Semantic Image Analysis Optimization based on Context and Spatial Relations"
    A. Sheth, M. Lytras (eds.), Advances in Semantic Web and Information Systems, Vol. 2., Innovations in Semantic Web Based Information Systems, October 2007
    [ Abstract ] [ BibTex ] [ save PDF  ]
  8. B. Falcidieno, M. Spagnuolo, Y. Avrithis, I. Kompatsiaris and P. Buitelaar
    "Semantic Multimedia"
    Lecture Notes in Computer Science
    [ BibTex ]
  9. E. Spyrou, Ph. Mylonas and Y. Avrithis
    " Semantic Multimedia Analysis based on Region Types and Visual Context"
    IFIP International Federation for Information Processing, Artificial Intelligence and Innovations 2007: from Theory to Applications, Springer Boston, Volume 247/2007
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2006   top UP

  1. Th. Athanasiadis, Ph. Mylonas and Y. Avrithis
    "A Context-based Region Labeling Approach for Semantic Image Segmentation"
    Lecture Notes in Computer Science – Semantic Multimedia, Springer, Vol. 4306 / 2006, pp. 212-225
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. A. Raouzaiou, E. Spyrou, K. Karpouzis and S. Kollias
    "An Intermediate Expressions˘ Generator System in the MPEG-4 Framework"
    L. Atzori, D. Giusto, R. Leonardi, F. Pereira. (Eds.): Visual Content Processing and Representation 2005, LNCS, Vol. 3893, pp. 129 – 136, Springer-Verlag, 2006.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. M. Wallace, Ph. Mylonas, G. Akrivas, Y. Avrithis and S. Kollias
    "Automatic thematic categorization of multimedia documents using ontological information and fuzzy algebra"
    Studies in Fuzziness and Soft Computing, Soft Computing in Ontologies and Semantic Web, Springer, Ma, Z. (Ed.), Vol. 204, 2006
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. I. Maglogiannis, K. Karpouzis
    "Combining Synchronous and Asynchronous Distance Learning for Adult Traininng in Military Environments: A case study implementation for the Greek Army"
    R. Sharma, S. Mishra (eds.), Global Cases in E-Learning Practices: Successes and Pitfalls, pp. 22-34, Idea Group Publishers, 2006.
    [ Abstract ] [ BibTex ]
  5. P. Tzouveli, S. Kollias
    "E-questionnaire for innovative adaptive-learning scheme"
    E-Learning Technologies and Applications, Encyclopedia of E-Commerce, E-Government, and Mobile Commerce, Idea Group Reference, March 2006
    [ BibTex ]
  6. K. Karpouzis, S. Kollias
    "Facial Animation and Affective Human-Computer Interaction"
    B. Furht (ed.), Encyclopedia of Multimedia, pp. 246-251, Springer US, 2006.
    [ Abstract ] [ BibTex ]
  7. Y. Avrithis, Y. Kompatsiaris, S. Staab and N. O'Connor
    "Lecture Notes in Computer Science – Semantic Multimedia"
    Springer, Vol. 4306, 2006
    [ Abstract ] [ BibTex ]
  8. M. Wallace, Y. Avrithis and S. Kollias
    "Multimedia Archives and Mediators"
    Encyclopedia of Multimedia, B. Furht (Editor), Springer, 2006
    [ BibTex ] [ save PDF  ]
  9. Y. Avrithis, Y. Kompatsiaris, S Staab and N. O'Connor
    "Semantic Multimedia"
    Lecture Notes in Computer Science
    [ BibTex ]

Books • 2005   top UP

  1. K. Rapantzikos, M. Zervakis, K. Balas
    "Automatic Detection and Segmentation of Drusen in Retina Images for Risk Assessment on Macular Degeneration, vol. "
    C.T. Leondes (ed.), World Scientific Publ., N.J., USA
    [ BibTex ]
  2. M. Wallace, Ph. Mylonas and S. Kollias
    "Detecting and Verifying Dissimilar Patterns in Unlabelled Data"
    Advances in Soft Computing, Soft Computing: Methodologies and Applications, Springer Berlin/Heidelberg, pp. 247 - 258, 2005
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. K. Karpouzis, A. Drosopoulos, S. Ioannou, A. Raouzaiou, N. Tsapatsoulis, S. Kollias
    "Facial and Body Feature Extraction for Emotionally-Rich HCI"
    Mehdi Khosrow-Pour (ed.), Encyclopedia of Information Science and Technology, Idea Group Publishers, pp. 1180 - 1185, 2005
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. E. Spyrou, H. LeBorgne, T. Mailis, E. Cooke, Y. Avrithis, N. O'Connor
    "Fusing MPEG-7 visual descriptors for image classiffication"
    W.Duch, J.Kacprzyk, E.Oja, and S.Zadrozny(Eds.), Artificial Neural Networks,Part II: Formal Models and their Applications, Springer, Vol. 3697, 2005, pp 847-852
    [ Abstract ] [ BibTex ] [ save PDF  ]
  5. M. Wallace, Y. Avrithis, G. Stamou, S. Kollias
    "Knowledge-based Multimedia Content Indexing and Retrieval"
    Stamou G., Kollias S. (Editors), Multimedia Content and Semantic Web: Methods, Standards and Tools, Wiley, 2006
    [ Abstract ] [ BibTex ] [ save PDF  ]
  6. G. Stamou, S. Kollias
    "Multimedia Content and Semantic Web: Standards, Methods and Tools"
    John Wiley and Sons
    [ BibTex ]
  7. P. Castells, M. Fernández, D. Vallet, Ph. Mylonas and Y. Avrithis
    "Self-Tuning Personalized Information Retrieval in an Ontology-Based Framework"
    Lecture Notes in Computer Science – On the Move to Meaningful Internet Systems 2005, Springer, Vol. 3762 / 2005, p. 977
    [ Abstract ] [ BibTex ] [ save PDF  ]
  8. S. Bloehdorn, K. Petridis, C. Saathoff, N. Simou, V. Tzouvaras, Y. Avrithis, S. Handschuh, Y. Kompatsiaris, S. Staab and M. G. Strintzis
    "Semantic Annotation of Images and Videos for Multimedia Analysis"
    Lecture Notes in Computer Science – The Semantic Web: Research and Applications, Springer, Vol. 3532, 2005, pp. 592-607
    [ Abstract ] [ BibTex ] [ save PDF  ]
  9. S. Dasiopoulou, E. Spyrou, Y. Avrithis, Y. Kompatsiaris and M.G. Strintzis
    "Semantic Processing of Color Images"
    Rastislav Lukac and Konstantinos N. Plataniotis (editors) - Color Image Processing: Emerging Applications - CRC Press - 2006
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2004   top UP

  1. Th. Athanasiadis and Y. Avrithis
    "Adding Semantics to Audiovisual Content: The FAETHON Project"
    Lecture Notes in Computer Science – Image and Video Retrieval, Springer-Verlag, Vol. 3115, 2004, pp. 665-673.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. E. Efthimiou , G. Sapountzaki, K. Karpouzis and S-E. Fotinea
    "Developing an e-Learning Platform for the Greek Sign Language"
    K. Miesenberger, J. Klaus, W. Zagler (Eds.), Computer Helping People with Special Needs, Lecture Notes in Computer Science, Vol. 3118 , pp. 1107 - 1113, Springer-Verlag, 2004.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. K. Karpouzis, A. Raouzaiou, A. Drosopoulos, S. Ioannou, T. Balomenos, N. Tsapatsoulis and S. Kollias
    "Facial expression and gesture analysis for emotionally-rich man-machine interaction"
    N. Sarris, M. Strintzis, (eds.), 3D Modeling and Animation: Synthesis and Analysis Techniques, pp. 175-200, Idea Group Publ., 2004
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. P. Tzouveli, G. Andreou, G. Tsechpenakis, Y. Avrithis and S. Kollias
    "Intelligent Visual Descriptor Extraction from Video Sequences"
    Lecture Notes in Computer Science – Adaptive Multimedia Retrieval, Springer-Verlag, Vol. 3094, 2004, pp. 132-146.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  5. M. Wallace, H. Stefanou, S. Kollias
    "Iterated Function Systems as Human Perceivable Spectral Tests of Randomness"
    WSEAS Transactions on Systems, Issue 10, Volume 3, pp. 3082 - 3087, December 2004
    [ Abstract ] [ BibTex ] [ save PDF  ]
  6. M. Wallace, Th. Athanasiadis, Y. Avrithis
    "Knowledge Assisted Analysis & Categorization for Semantic Video Retrieval"
    Image and Video Retrieval, Peter Enser, Kompatsiaris Y., O˘Connor N.E., et al. (Eds.), Lecture Notes in Computer Science 3115, Springer, 2004.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  7. G. Andreou, Ph. Mylonas, M. Wallace, S. Kollias
    "Offering Access to Personalized Interactive Video"
    WSEAS Transactions on Systems, Issue 10, Volume 3, pp. 3120 - 3124, December 2004
    [ Abstract ] [ BibTex ] [ save PDF  ]
  8. A. Raouzaiou, K. Karpouzis and S. Kollias
    "Online Gaming and Emotion Representation"
    N. Garcia, J. Martinez, L. Salgado (eds.), Visual Content Processing and Representation, Lecture Notes in Computer Science, Springer-Verlag, Vol. 2849, pp. 298 - 305, 2004
    [ Abstract ] [ BibTex ] [ save PDF  ]
  9. Ph. Mylonas, M. Wallace, S. Kollias
    "Using k-nearest neighbor and feature selection as an improvement to hierarchical clustering"
    Methods and Applications of Artificial Intelligence, Vouros G.A., Panayiotopoulos T. (Eds.), Lecture Notes in Computer Science 3025, Springer, 2004
    [ Abstract ] [ BibTex ] [ save PDF  ]

Books • 2003   top UP

  1. N. Tsapatsoulis, M. Wallace, S. Kasderidis
    "Improving the Performance of Resource Allocation Networks through Hierarchical Clustering of High - Dimensional Data"
    Artificial Neural Networks and Neural Information Processing, Kaynak O., Alpaydin E., Oja E., Xu L. (Eds.), Lecture Notes in Computer Science 2714, Springer, 2003.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. V. Tzouvaras, G. Stamou and S. Kollias
    "Knowledge Refinement Using Fuzzy Compositional Neural Networks"
    ICANN 2003 Lecture Notes in Artificial Inteligence Springer Verlag, Istanbul
    [ BibTex ]
  3. K. Karpouzis, A. Raouzaiou, St. Kollias
    "'Moving' avatars: Emotion Synthesis in Virtual Worlds"
    C. Stephanidis, J. Jacko (eds.), Human – Computer Interaction: Theory and Practice, vol. 2, pp. 503 – 507, Lawrence Erlbaum Associates, Inc., 2003.
    [ Abstract ] [ BibTex ]

Books • 2002   top UP

  1. G. Akrivas, M. Wallace, G. Stamou, S. Kollias
    "Context – Sensitive Query Expansion Based on Fuzzy Clustering of Index Terms"
    Flexible Query Answering Systems, Andreasen T., Motro A., Christiansen H., Larsen H.L. (Eds.), Lecture Notes in Computer Science 2522, Springer, 2002
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. N. Tsapatsoulis, A. Raouzaiou, S. Kollias, R. Cowie and E. Douglas-Cowie
    "Emotion Recognition and Synthesis based on MPEG-4 FAPs"
    in MPEG-4 Facial Animation, Igor Pandzic, R. Forchheimer (eds), John Wiley & Sons, UK, 2002.
    [ Abstract ] [ BibTex ]
  3. S. Ioannou, Y. Avrithis, G. Stamou and S. Kollias
    "Fuzzy Data Fusion For Multiple Cue Image And Video Segmentation"
    Fuzzy Technologies and Applications, E. Kerre (Editor), Springer-Verlag, 2002.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  4. Yannis Avrithis, Giorgos Stamou, Anastasios Delopoulos, and Stefanos Kollias
    "Intelligent Semantic Access to Audiovisual Content"
    Lecture Notes in Artificial Intelligence, Springer-Verlag, Vol. 2308, 2002, pp. 215-224.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  5. S. Kollias and A. Delopoulos
    "Multiresolution Techniques and Applications to Image Recognition"
    Expert Systems Techniques and Applications, C. Leondes (ed)., pp. 701-740, Academic Press, 2002.
    [ BibTex ]
  6. K. Ntalianis, A. Doulamis, N.Doulamis and S. Kollias
    "Unsupervised Stereoscopic Video Object Segmentation Based on Active Contours and Retrainable Neural Networks"
    Signal Processing, Computational Geometry and Vision, World Scientific and Engineering Academy and Society Press, 2002.
    [ Abstract ] [ BibTex ]

Books • 1999   top UP

  1. Yannis S. Avrithis, Yiannis S. Xirouhakis and Stefanos D. Kollias
    "Affine Invariant Representation and Classification of Object Contours for Image and Video Retrieval"
    Computational Intelligence and Applications, World Scientific and Engineering Society Press, 1999, pp. 342-347.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  2. A. Doulamis, Y. Avrithis, N. Doulamis and S. Kollias
    "A Genetic Algorithm for Efficient Video Content Representation"
    Computational Intelligence in Systems and Control, Kluwer Academic Publishers, 1999.
    [ Abstract ] [ BibTex ] [ save PDF  ]
  3. W. Fellenz, J. Taylor, N. Tsapatsoulis and S. Kollias
    "Comparing Template-based, Feature-based and Supervised Classification of Facial Expressions from Static Images"
    Computational Intelligence and Applications, World Scientific and Engineering Society Press, 1999.
    [ Abstract ] [ BibTex ]
  4. K. Karpouzis, G. Votsis, G. Mosxovitis and S. Kollias
    "Emotion Recognition Using Feature Extraction and 3–D Models"
    Computational Intelligence and Applications, World Scientific and Engineering Society Press, pp. 342-347, 1999.
    [ Abstract ] [ BibTex ]

Books • 1998   top UP

  1. S. Kollias
    "Efficient Processing and Analysis of Images Using Neural Networks"
    Kanellopoulos/Wilkinson (Eds): Neurocomputation in Remote Sensing Data Analysis, Springer Verlag, April 1998
    [ BibTex ]
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