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ORCIDAristomenis S. Lampropoulos
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Books and Theses
- 2015
[b2]Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Machine Learning Paradigms - Applications in Recommender Systems. Intelligent Systems Reference Library 92, Springer 2015, ISBN 978-3-319-19134-8, pp. 1-125- 2010
- [b1]Aristomenis S. Lampropoulos:
Machine learning-based recommendation methods for multimedia data. University of Piraeus, Greece, 2010
Journal Articles
- 2014
- [j5]Aristomenis S. Lampropoulos
, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Cascade Hybrid Recommendation as a Combination of One-Class Classification and Collaborative Filtering. Int. J. Artif. Intell. Tools 23(4) (2014) - 2012
- [j4]Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis:
A Cascade-Hybrid Music Recommender System for mobile services based on musical genre classification and personality diagnosis. Multim. Tools Appl. 59(1): 241-258 (2012) - 2010
- [j3]Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis:
Music genre classification based on ensemble of signals produced by source separation methods. Intell. Decis. Technol. 4(3): 229-237 (2010) - 2009
- [j2]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Intelligent mobile content-based retrieval from digital music libraries. Intell. Decis. Technol. 3(3): 123-138 (2009) - 2008
- [j1]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
MUSIPER: a system for modeling music similarity perception based on objective feature subset selection. User Model. User Adapt. Interact. 18(4): 315-348 (2008)
Conference and Workshop Papers
- 2013
- [c20]Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation of density one-class classifiers for item-based filtering. IISA 2013: 1-6 - 2012
- [c19]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Evaluation of a Cascade Hybrid Recommendation as a Combination of One-Class Classification and Collaborative Filtering. ICTAI 2012: 674-681 - [c18]Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation of MPEG-7 Descriptors for Speech Emotional Recognition. IIH-MSP 2012: 98-101 - [c17]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Artificial Immune System-based Music Piece Recommendation. JCKBSE 2012: 43-52 - [c16]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
A Concept-Based Image Acquisition System with User-Driven Classification. JCKBSE 2012: 53-60 - [c15]Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Comparative Study of One-Class Classifiers for Item-based Filtering. SGAI Conf. 2012: 435-440 - 2011
- [c14]Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis:
A Movie Recommender System based on Ensemble of Transductive SVM Classifiers. IJCCI (NCTA) 2011: 242-247 - 2010
- [c13]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
A framework for evaluation of middleware systems of mobile multimedia services. SMC 2010: 1041-1045 - 2009
- [c12]Anastasios L. Kesidis, Eleni Galiotou, Basilios Gatos, Aristomenis S. Lampropoulos, Ioannis Pratikakis, Ioanna Manolessou, Angela Ralli:
Accessing the content of Greek historical documents. AND 2009: 55-62 - [c11]Aristomenis S. Lampropoulos, Ioanna-Ourania Stathopoulou, George A. Tsihrintzis:
Comparative performance evaluation of classifiers for Facial Expression Recognition. KES IIMSS 2009: 253-263 - [c10]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
A Mobile Music Recommender System based on a Two-level Genre-Rating SVM Classifier enhanced by Collaborative Filtering. KES IIMSS 2009: 361-368 - [c9]Paraskevi S. Lampropoulou, Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
A Back End System for Digital Image Library Organization Based on Concept Learning. ITNG 2009: 1250-1255 - 2008
- [c8]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation of a Middleware System for Accessing Digital Music Libraries in Mobile Services. ITNG 2008: 1206-1207 - [c7]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Personalized content-based retrieval in mobile music services. JCKBSE 2008: 193-200 - 2007
- [c6]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation of Modeling Music Similarity Perception Via Feature Subset Selection. User Modeling 2007: 288-297 - 2006
- [c5]Maria Virvou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
INMA: A Knowledge-Based Authoring Tool for Music Education. KES (1) 2006: 376-383 - [c4]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
ALIMOS: A Middleware System for Accessing Digital Music LIbraries in MObile Services. KES (1) 2006: 384-391 - 2005
- [c3]Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis:
Musical Genre Classification Enhanced by Improved Source Separation Technique. ISMIR 2005: 576-581 - [c2]Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis:
A Middleware System for Web-Based Digital Music Libraries. Web Intelligence 2005: 136-142 - 2004
- [c1]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Individualization of music similarity perception via feature subset selection. SMC (1) 2004: 552-556
Parts in Books or Collections
- 2008
- [p3]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Musical Instrument Category Discrimination Using Wavelet-Based Source Separation. New Directions in Intelligent Interactive Multimedia 2008: 127-136 - [p2]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Artificial Immune System-Based Music Genre Classification. New Directions in Intelligent Interactive Multimedia 2008: 191-200 - [p1]Paraskevi S. Lampropoulou, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation Process and Results of a Middleware System for Accessing Digital Music LIbraries in MObile Services. New Directions in Intelligent Interactive Multimedia 2008: 615-624
Coauthor Index
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