Publications

Found 32 results
Author Title [ Type(Asc)] Year
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Miscellaneous
Paliouras, G., and V. Karkaletsis, CS: Machine Learning and its Applications, : Springer-Verlag, Heidelberg, 2001.
Journal Article
Sakkis, G., I. Androutsopoulos, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, and P. Stamatopoulos, "Stacking classifiers for anti-spam filtering of e-mail", arXiv preprint cs/0106040, 2001.
Sakkis, G., I. Androutsopoulos, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, and P. Stamatopoulos, "A memory-based approach to anti-spam filtering for mailing lists", Information retrieval, vol. 6, no. 1: Springer, pp. 49–73, 2003.
Androutsopoulos, I., G. Paliouras, V. Karkaletsis, G. Sakkis, C. D. Spyropoulos, and P. Stamatopoulos, "Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach", arXiv preprint cs/0009009, 2000.
Krithara, A., M. R. Amini, C. Goutte, and J-M. Renders, "Learning aspect models with partially labeled data", Pattern Recognition Letters, vol. 32, no. 2: Elsevier, pp. 297–304, 2011.
Androutsopoulos, I., J. Koutsias, K. V. Chandrinos, G. Paliouras, and C. D. Spyropoulos, "An evaluation of naive bayesian anti-spam filtering", arXiv preprint cs/0006013, 2000.
Petasis, G., V. Karkaletsis, G. Paliouras, I. Androutsopoulos, and C. D. Spyropoulos, "Ellogon: A new text engineering platform", arXiv preprint cs/0205017, 2002.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, and C. D. Spyropoulos, "Discovering user communities on the Internet using unsupervised machine learning techniques", Interacting with Computers, vol. 14, no. 6: Elsevier, pp. 761–791, 2002.
Vogiatzis, D., and V. Karkaletsis, "A cognitive framework for robot guides in art collections", Universal Access in the Information Society, vol. 10, no. 2: Springer, pp. 179–193, 2011.
Conference Paper
Karavolia, A., D. Vogiatzis, B. Truong, A. Tapia, C. Caragea, A. Squicciarini, and G. Paliouras, "Tweet Type, Location and Popularity: Case Study Hurricane Sandy", KDD-LESI 2014: Proceedings of the 1st KDD Workshop on Learning about Emergencies from Social Information at KDD’14, pp. 34–38, 2014.
Krithara, A., and G. Paliouras, "TL-PLSA: Transfer learning between domains with different classes", Data Mining (ICDM), 2013 IEEE 13th International Conference on: IEEE, pp. 419–427, 2013.
Athanasopoulos, G., G. Paliouras, D. Vogiatzis, G. Tzortzis, and N. Katzouris, "Predicting the Evolution of Communities with Online Inductive Logic Programming", Proceedings of 25th International Symposium on Temporal Representation and Reasoning (TIME), 2018.
Diakidis, G., D. Karna, D. Fasarakis-Hilliard, D. Vogiatzis, and G. Paliouras, "Predicting the evolution of communities in social networks", Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics: ACM, 2015.
Paliouras, G., V. Karkaletsis, and C. D. Spyropoulos, "Machine learning for domain-adaptive word sense disambiguation", Proceedings of the Workshop on Adapting Lexical and Corpus Resources to Sublanguages and Applications, International Conference on Language Resources and Evaluation, Granada, Spain: Citeseer, 1998.
Paliouras, G., V. Karkaletsis, and C. D. Spyropoulos, "Learning rules for large vocabulary word sense disambiguation", IJCAI, pp. 674–681, 1999.
Paliouras, G., V. Karkaletsis, G. Petasis, and C. D. Spyropoulos, "Learning decision trees for named-entity recognition and classification", ECAI Workshop on Machine Learning for Information Extraction, 2000.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, P. Tzitziras, and C. D. Spyropoulos, "Large-scale mining of usage data on web sites", AAAI Spring Symposium on Adaptive User Interfaces, pp. 92–97, 2000.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, C. Spyropoulos, and P. Tzitziras, "From web usage statistics to web usage analysis", Systems, Man, and Cybernetics, 1999. IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on, vol. 2: IEEE, pp. 159–164, 1999.
Vogiatzis, D., and V. Karkaletsis, "A framework for human-robot interaction", Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments: ACM, pp. 10, 2008.
Vlassopoulos, C., I. Kontopoulos, M. Apostolou, A. Artikis, and D. Vogiatzis, "Dynamic graph management for streaming social media analytics", Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems: ACM, 2016.
Katsimpras, G., D. Vogiatzis, and G. Paliouras, "Determining influential users with supervised random walks", Proceedings of the 24th International Conference on World Wide Web: ACM, 2015.
Vogiatzis, D., and A. Dimitrios Keros, "A density based algorithm for community detection in hyper-networks", 12th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), 2017 : IEEE, 2017.
Vogiatzis, D., D. Galanis, V. Karkaletsis, I. Androutsopoulos, and CD. Spyropoulos, "A conversant robotic guide to art collections", Proceedings of the 2nd Workshop on Language Technology for Cultural Heritage Data, Language Resources and Evaluation Conference, Marrakech, Morocco: Citeseer, 2008.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, and C. D. Spyropoulos, "Clustering the Users of Large Web Sites into Communities.", ICML, pp. 719–726, 2000.
Vogiatzis, D., C. D. Spyropoulos, S. Konstantopoulos, V. Karkaletsis, Z. Kasap, C. Matheson, and O. Deroo, "An affective robot guide to museums", Proceedings of the 4th International Workshop on Human-Computer Conversation, Bellagio, Italy, 2008.

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