Publications | IVA
Image and Video Analysis
Publications
2011

Book Chapters

S. Diplaris, A. Sonnenbichler, T. Kaczanowski, Ph. Mylonas, A. Scherp, M. Janik, S. Papadopoulos, M. Ovelgonne, Y. Kompatsiaris. Emerging Collective Intelligence for personal, organisational and social use. In Next Generation Data Technologies for Collective Computational Intelligence, Springer, 2011.
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2010

Conferences

E. Spyrou, Y. Kalantidis, Ph. Mylonas. Exploiting a region-based visual vocabulary towards efficient concept retrieval. In Proceedings of Recognising and tracking events on the Web and in real life (EVENTS 2010), in conjunction with SETN 2010, May 2010.
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E. Spyrou, Y. Kalantidis, G. Tolias, Ph. Mylonas, S. Kollias. Intelligent Content Retrieval using a Visual Vocabulary and Geometric Constraints. In Proceedings of FUZZ-IEEE 2010 (IEEE WCCI 2010), in conjunction with The 2010 IEEE World Congress on Computational Intelligence, July 2010.
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Y. Kalantidis, E. Spyrou, Ph. Mylonas, S. Kollias. Using a Region and Visual Word Approach Towards Semantic Image Retrieval. In Proceedings of 5th Workshop on Semantic Media Adaptation and Personalization (SMAP 2010), Limassol, Cyprus, December 2010.
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2009

Journals

Ph. Mylonas, E. Spyrou, Y. Avrithis, S. Kollias. Using Visual Context and Region Semantics for High-Level Concept Detection. In IEEE Transactions on Multimedia, vol 11, no. 11, pp. 229-243, February 2009.
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Conferences

Y. Kalantidis, G. Tolias, E. Spyrou, Ph. Mylonas, Y. Avrithis, S. Kollias. Visual Image Retrieval and Localization. In Proceedings of 3ο Πανελλήνιο Συνέδριο Φοιτητών Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών, Thessaloniki, Greece, April 2009.
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Y. Kalantidis, G. Tolias, E. Spyrou, Ph. Mylonas, Y. Avrithis. Visual Image Retrieval and Localization. In Proceedings of 7th International Workshop on Content-Based Multimedia Indexing (CBMI 2009), Chania, Greece, June 2009.
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Ph. Mylonas, Y. Avrithis, Y. Kompatsiaris. WeKnowIt: Emerging, Collective Intelligence for Personal, Organizational and Social Use. In Proceedings of 40th Annual Conference of Association of Sound and Audiovisual Archives (IASA-HeNAA 2009), September 2009.
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Book Chapters

Ph. Mylonas, V. Solachidis, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, S. Staab, P. Smrz, Y. Kompatsiaris, Y. Avrithis. Efficient Media Exploitation towards Collective Intelligence. In Advances in Data Analysis, Data Handling & Business Intelligence, Studies in Classification, Data Analysis & Knowledge Organization, (Eds.), Springer, pp. , November 2009.
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Th. Athanasiadis, Ph. Mylonas, G. Papadopoulos, V. Mezaris, Y. Avrithis, I. Kompatsiaris, M. Strintzis. Knowledge Driven Segmentation and Classification, in Multimedia Semantics: Metadata, Analysis and Interaction. In , Willey, 2009.
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2008

Journals

P. Tzouveli, Ph. Mylonas, S. Kollias. An intelligent e-learning system based on learner profiling and learning resources adaptation. In Computers and Education, vol 51, no. 1, pp. 224-238, August 2008.
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Ph. Mylonas, D. Vallet, P. Castells, M. Fernandez, Y. Avrithis. Personalized information retrieval based on context and ontological knowledge. In Knowledge Engineering Review, vol 23, no. 1, pp. 73-100, March 2008.
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Ph. Mylonas, Th. Athanasiadis, M. Wallace, Y. Avrithis, S. Kollias. Semantic Representation of Multimedia Content - Knowledge Representation and Semantic Indexing. In Springer Multimedia Tools and Applications, vol 39, no. 3, pp. 293-327, September 2008.
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Conferences

E. Spyrou, G. Tolias, Ph. Mylonas, Y. Avrithis. A Semantic Multimedia Analysis Approach Utilizing a Region Thesaurus and LSA. In Proceedings of 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008), May 2008.
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E. Spyrou, G. Tolias, Ph. Mylonas. A relation-based contextual approach for efficient multimedia analysis. In Proceedings of 3rd International Workshop on Semantic Media Adaptation and Personalization (SMAP 2008), Prague, Czech Republic, December 2008.
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E. Spyrou, Ph. Mylonas, Y. Avrithis. A Visual Context Ontology for Multimedia High-Level Concept Detection. In Proceedings of 5th International Workshop in Modeling and Reasoning in Context (MRC 2008), Delft, The Netherlands, June 2008.
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Ph. Mylonas, V. Solachidis, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, S. Staab, P. Smrz, Y. Kompatsiaris, Y. Avrithis. Efficient Media Exploitation towards Collective Intelligence. In Proceedings of 32nd Annual Conference of the German Classification Society (GfKl 2008), Hamburg, Germany, July 2008.
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V. Solachidis, Ph. Mylonas, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, S. Staab, C. Contopoulos, I. Gkika, P. Smrz, Y. Kompatsiaris, Y. Avrithis. Generating Collective Intelligence. In Proceedings of 32nd Annual Conference of the German Classification Society (GfKl 2008), Hamburg, Germany, July 2008.
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E. Spyrou, Ph. Mylonas, Y. Avrithis. Using Region Semantics And Visual Context For Scene Classification. In Proceedings of 1st Workshop on Multimedia Information Retrieval: New Trends and Challenges (ICIP 2008), in conjunction with ICIP, San Diego, California, USA, October 2008.
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Book Chapters

S. Dasiopoulou, C. Saathoff, Ph. Mylonas, Y. Avrithis, Y. Kompatsiaris, S. Staab. Introducing Context and Reasoning in Visual Content Analysis: An Ontology-based Framework. In Semantic Multimedia and Ontologies: Theory and Applications, Y. Kompatsiaris, P. Hobson (Eds.), Springer-Verlag, pp. 99-122, January 2008.
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Ph. Mylonas, Y. Avrithis. Multimedia Personalization. In Encyclopedia of Multimedia, B. Furht (Eds.), Springer, pp. 583-586, October 2008.
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PhD Thesis

Ph. Mylonas. Adaptive Multimedia Content Access based on Context and User Profiles - Προσαρμοζόμενη Πρόσβαση σε Πολυμεσικό Περιεχόμενο με βάση το Εννοιολογικό Πλαίσιο και το Προφίλ του Χρήστη. PhD Thesis, National Technical University of Athens, Department of Electrical and Computer Engineering, April 2008.
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2007

Journals

Ph. Mylonas, P. Tzouveli, S. Kollias. E-learning and intelligent content adaptation: an integrated approach. In International Journal of Continuing Engineering Education and Life-Long Learning, vol 17, no. 4/5, pp. 273-293, September 2007.
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D. Vallet, P. Castells, M. Fernández, Ph. Mylonas, Y. Avrithis. Personalized Content Retrieval in Context Using Ontological Knowledge. In IEEE Transactions on Circuits and Systems for Video Technology, vol 17, no. 3, pp. 336-346, March 2007.
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Th. Athanasiadis, Ph. Mylonas, Y. Avrithis, S. Kollias. Semantic Image Segmentation and Object Labeling. In IEEE Transactions on Circuits and Systems for Video Technology, vol 17, no. 3, pp. 298 - 312, March 2007.
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Conferences

G. Andreou, Ph. Mylonas, K. Karpouzis. A collaborative filtering approach to personalized interactive entertainment using MPEG-21. In Proceedings of 3rd International Conference on Web Information Systems and Technologies (WEBIST 2007), Barcelona, Spain, March 2007.
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Ph. Mylonas. A fuzzy contextual approach towards intelligent educational content adaptation. In Proceedings of 2nd International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007), London, United Kingdom, December 2007.
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Ph. Mylonas, E. Spyrou, Y. Avrithis. Enriching a context ontology with mid-level features for semantic multimedia analysis. In Proceedings of 1st Workshop on Multimedia Annotation and Retrieval enabled by Shared Ontologies (MARESO 2007), in conjunction with SAMT, Genova, Italy, December 2007.
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Ph. Mylonas, E. Spyrou, Y. Avrithis. High-Level Concept Detection based on Mid-level Semantic Information and Contextual Adaptation. In Proceedings of 2nd International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007), London, United Kingdom, December 2007.
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E. Spyrou, Ph. Mylonas, Y. Avrithis. Semantic Multimedia Analysis based on Region Types and Visual Context. In Proceedings of 4th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI 2007), Athens, Greece, September 2007.
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E. Spyrou, P. Kapsalas, G. Tolias, Ph. Mylonas, Y. Avrithis et al. The COST292 experimental framework for TRECVID 2007. In Proceedings of 5th TRECVID Workshop (TRECVID 2007), Gaithersburg, USA, November 2007.
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Ph. Mylonas, N. Simou, V. Tzouvaras, Y. Avrithis. Towards Semantic Multimedia Indexing by Classification & Reasoning on Textual Metadata. In Proceedings of Knowledge Acquisition from Multimedia Content Workshop (KAMC 2007), in conjunction with SAMT, Genova, Italy, December 2007.
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Ph. Mylonas, Y. Avrithis. Using Multiple Domain Visual Context in Image Analysis. In Proceedings of 8th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2007), Santorini, Greece, June 2007.
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Book Chapters

Ph. Mylonas, G. Andreou, K. Karpouzis. A Collaborative Filtering Approach to Personalized Interactive Entertainment using MPEG-21. In Emerging Artificial Intelligence Applications in Computer Engineering, IOS Press, October 2007.
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Ph. Mylonas, P. Tzouveli, S. Kollias. An integrated approach towards intelligent educational content adaptation. In Emerging Artificial Intelligence Applications in Computer Engineering, IOS Press, October 2007.
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E. Spyrou, Ph. Mylonas, Y. Avrithis. Semantic Multimedia Analysis based on Region Types and Visual Context. In IFIP International Federation for Information Processing, Artificial Intelligence and Innovations 2007: from Theory to Applications, Springer Boston, 2007.
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G. Th. Papadopoulos, Ph. Mylonas, V. Mezaris, Y. Avrithis, Y. Kompatsiaris. Semantic Image Analysis Optimization based on Context and Spatial Relations. In Innovations in Semantic Web Based Information Systems, A. Sheth, M. Lytras (Eds.), IGI Global, pp. 17-36, October 2007.
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2006

Journals

G. Th. Papadopoulos, Ph. Mylonas, V. Mezaris, Y. Avrithis, I. Kompatsiaris. Knowledge-Assisted Image Analysis Based on Context and Spatial Optimization. In International Journal on Semantic Web and Information Systems, vol 2, no. 3, pp. 17-36, July 2006.
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Conferences

Th. Athanasiadis, Ph. Mylonas, Y. Avrithis. A Context-based Region Labeling Approach for Semantic Image Segmentation. In Proceedings of 1st International Conference on Semantics And digital Media Technology (SAMT 2006), Athens, Greece, December 2006.
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D. Vallet, M. Fernandez, P. Castells, Ph. Mylonas, Y. Avrithis. A contextual personalization approach based on ontological knowledge. In Proceedings of 17th European Conference on Artificial Intelligence - Contexts and Ontologies: Theory, Practice and Applications Workshop (ECAI 2006), Riva del Garda, Italy, August 2006.
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Ph. Mylonas, Th. Athanasiadis, Y. Avrithis. Image Analysis Using Domain Knowledge and Visual Context. In Proceedings of 13th International Conference on Systems, Signals and Image Processing (IWSSIP 2006), Budapest, Hungary, September 2006.
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Ph. Mylonas, Th. Athanasiadis, Y. Avrithis. Improving Image Analysis using a Contextual Approach. In Proceedings of 7th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2006), Seoul, Korea, April 2006.
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Ph. Mylonas, D. Vallet, M. Fernandez, P. Castells and Y. Avrithis. Ontology-based Personalization for Multimedia Content. In Proceedings of 3rd European Semantic Web Conference - Semantic Web Personalization Workshop, Budva, Montenegro, June 2006.
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D. Vallet, M. Fernandez, P. Castells, Ph. Mylonas, Y. Avrithis. Personalized Information Retrieval in Context. In Proceedings of 21st National Conference on Artificial Intelligence - 3rd International Workshop on Modeling and Retrieval of Context, Boston, USA, July 2006.
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Ph. Mylonas, M. Wallace. Using ontologies and fuzzy relations in the multimedia personalization process. In Proceedings of 1st International Workshop on Semantic Media Adaptation and Personalization (SMAP 2006), Athens, Greece, December 2006.
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S. Dasiopoulou, G. Th. Papadopoulos, Ph. Mylonas, Y. Avrithis, I. Kompatsiaris. Using Context and a Genetic Algorithm for Knowledge-Assisted Image Analysis. In Proceedings of 1st International Conference on Semantics And Digital Media Technology (SAMT 2006), Athens, Greece, December 2006.
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Book Chapters

M. Wallace, Ph. Mylonas, G. Akrivas, Y. Avrithis, S. Kollias. Automatic thematic categorization of multimedia documents using ontological information and fuzzy algebra. In Soft Computing in Ontologies and Semantic Web, Ma Z. (Eds.), Springer, 2006.
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Th. Athanasiadis, Ph. Mylonas, Y. Avrithis. A Context-based Region Labeling Approach for Semantic Image Segmentation. In Semantic Multimedia, 1234 (Eds.), Springer, pp. 212-225, December 2006.
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2005

Conferences

D. Vallet, Ph. Mylonas, M. A. Corella, J. M. Fuentes, P. Castells, Y. Avrithis. A Semantically-Enhanced Personalization Framework for Knowledge-Driven Media Services . In Proceedings of IADIS International Conference on WWW / Internet (ICWI 2005), Lisbon, Portugal, October 2005.
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Ph. Mylonas, Y. Avrithis. Context modelling for multimedia analysis. In Proceedings of 5th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2005), Paris, France, July 2005.
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Ph. Mylonas, P. Tzouveli, S. Kollias. Intelligent content adaptation in the framework of an integrated e-learning system. In Proceedings of 16th ACM Conf. on Hypertext & Hypermedia - Workshop on Combining Intelligent & Adaptive Hypermedia Methods/Techniques in Web-Based Education Systems, Salzburg, Austria, September 2005.
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P. Castells, M. Fernández, D. Vallet, Ph. Mylonas, Y. Avrithis. Self-Tuning Personalized Information Retrieval in an Ontology-Based Framework. In Proceedings of First IFIP WG 2.12 & WG 12.4 International Workshop on Web Semantics (SWWS 2005), Agia Napa, Cyprus, October 2005.
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Book Chapters

M. Wallace, Ph. Mylonas, S. Kollias. Detecting and Verifying Dissimilar Patterns in Unlabelled Data. In Soft Computing: Methodologies and Applications, Springer, pp. 247-258, 2005.
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P. Castells, M. Fernαndez, D. Vallet, Ph. Mylonas, Y. Avrithis. Self-Tuning Personalized Information Retrieval in an Ontology-Based Framework. In On the Move to Meaningful Internet Systems, Springer, pp. 977, 2005.
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2004

Conferences

M. Wallace, Ph. Mylonas, S. Kollias. Automatic Extraction of Semantic Preferences from Multimedia Documents. In Proceedings of 5th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2004), Lisboa, Portugal, April 2004.
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G. Andreou, Ph. Mylonas, M. Wallace, S. Kollias. Offering Access to Personalized Interactive Video. In Proceedings of International Conference on Mathematical Methods and Computational Techniques in Electrical Engineering (1234 2004), Athens, Greece, December 2004.
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Ph. Mylonas, G. Andreou, S. Kollias. Personalised Interactive Video User Experience. In Proceedings of International Conference on Multi-platform e-Publishing, Athens, Greece, November 2004.
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P. Tzouveli, Ph. Mylonas, S. Kollias. SPERO - A personalized integrated e-learning system. In Proceedings of International Association for Development of the Information Society (IADIS 2004), Madrid, Spain, October 2004.
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Ph. Mylonas, P. Tzouveli, S. Kollias. Towards a personalized e-learning scheme for teachers. In Proceedings of 4th IEEE International Conference on Advanced Learning Technologies (ICALT 2004), Joensuu, Finland, August 2004.
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Ph. Mylonas, K. Karpouzis, G. Andreou, S. Kollias. Towards an integrated personalized interactive video environment. In Proceedings of 6th IEEE International Symposium on Multimedia Software Engineering (ISME 2004), Miami, FL, USA, December 2004.
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Ph. Mylonas, M. Wallace, S. Kollias. Using k-nearest neighbor and feature selection as an improvement to hierarchical clustering. In Proceedings of 3rd Hellenic Conference on Artificial Intelligence (SETN 2004), Samos, Greece, May 2004.
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Book Chapters

G. Andreou, Ph. Mylonas, M. Wallace, S. Kollias. Offering Access to Personalized Interactive Video. In WSEAS Transactions on Systems, WSEAS, pp. 3120 - 3124, December 2004.
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Ph. Mylonas, M. Wallace, S. Kollias. Using k-nearest neighbor and feature selection as an improvement to hierarchical clustering. In Methods and Applications of Artificial Intelligence, G. A. Vouros, T. Panayiotopoulos (Eds.), Springer, 2004.
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2003

Conferences

M. Wallace, Ph. Mylonas, S. Kollias. Detecting and Verifying Dissimilar Patterns in Unlabelled Data. In Proceedings of 8th Online World Conference on Soft Computing in Industrial Applications (WSC8 2003), October 2003.
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M. Wallace, G. Akrivas, Ph. Mylonas, Y. Avrithis, S. Kollias. Using context and fuzzy relations to interpret multimedia content. In Proceedings of Third International Workshop on Content-Based Multimedia Indexing (CBMI) (CBMI 2003), Rennes, France, September 2003.
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Master Thesis

Ph. Mylonas. Design & Implementation of a VRML Browser in Java - Σχεδιασμός & Υλοποίηση VRML Browser σε Java. Master Thesis, National and Kapodestrian University of Athens, Department of Informatics and Telecommunications, November 2003.
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2001

Diploma Thesis

Ph. Mylonas. Online Student Registration (Design & Implementation) - Ηλεκτρονική Αίτηση Εγγραφής Φοιτητή. Diploma Thesis, National Technical University of Athens, Department of Electrical and Computer Engineering, October 2001.
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