·Venkatesh Ganti, Raghu Ramakrishnan, Johannes Gehrke, Allison L. Powell, and James C. French:, ``Clustering Large Datasets in Arbitrary Metric Spaces'', ICDE, pp. 502--511, 1999. PDF.
Speaker: Διονύσης Καλογερόπουλος, 5/12

·  K. S. Beyer, J. Goldstein, R. Ramakrishnan, and U. Shaft, "When is 'Nearest Neighbor' meaningful?", ICDT 1999, pp. 217--235. PDF.
Speaker: Δημήτρης Πατούχας, 5/12

·  Ester M., Frommelt A., Kriegel H.-P., Sander J., "Algorithms for Characterization and Trend Detection in Spatial Databases", Proc. 4th Int. Conf. on Knowledge Discovery and Data Mining (KDD'98), New York City, NY, 1998, pp. 44-50. PDF.
Speaker: Σπυρίδων Καλογιάννης, 5/12

·  K. Koperski and J. Han. Discovery of Spatial Association Rules in Geographic Information Databases. In M. J. Egenhofer and J. R. Herring, editors, Proceedings of the 4th International Symposium on Advances in Spatial Databases, (SSD), Portland, Maine, volume 951, pages 47-66. Springer-Verlag, 6-9 1995.PDF
Speaker: Γεώργιος Μπιλιάνης, 5/12

·  L. J. Latecki, V. Megalooikonomou, Q. Wang, R. Lakaemper, C. A. Ratanamahatana, and E. Keogh, "Elastic Partial matching of Time Series", Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'05), Porto, Portugal, Lecture Notes in Computer Science, Vol. 3721, pp. 577-584, 2005. PDF.
Speaker: Γεώργιος Γιαννιτσέλης, 19/12

·  Christos Faloutsos, M. Ranganathan and Yannis Manolopoulos, ``Fast subsequence matching in time-series databases'', SIGMOD, 1994, pp. 419-429. PDF.
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Κωνσταντίνα Κυτέα, 19/12

·  V. Megalooikonomou, Q. Wang, G. Li, C. Faloutsos, "A Multiresolution Symbolic Representation of Time Series", Proceedings of the 21st IEEE International Conference on Data Engineering (ICDE05), Tokyo, Japan, April 5-8, 2005, pp. 668-679. PDF.
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Παναγιώτης Μπάρλος, 19/12

·Minnen, D., Isbell, C., Essa, I., and Starner, T. 2007. Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery. In Proceedings of the 2007 Seventh IEEE international Conference on Data Mining (October 28 - 31, 2007). ICDM. IEEE Computer Society, Washington, DC, 2007. PDF.
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Αγγελική-Μαρία Χρηστίδη, 19/12

·Batal I., Fradkin D., Harrison J., Moerchen F. and Hauskercht M. Mining Recent temporal patterns for event detection in multivariate time series data.  In ACM KDD, 2012. PDF

·  Speaker: Θανάσης Αλεξόπουλος, 9/1

·Iosifidis A., Tefas A. and Pitas I. Multidimensional Sequence Classification Based on Fuzzy Distances and Discriminant Analysis. In IEEE Transactions on Knowledge and Data Engineering, vol. 25, no. 11, 2013.PDF
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Συριανίδης Μιχαήλ, 9/1

·  M. Barnathan, V. Megalooikonomou, C. Faloutsos, F.B. Mohamed, S. Faro, «TWave: High-Order Analysis of Spatiotemporal Data», Proceedings of the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Hyderabad, India, June, 21-24, 2010, Advances in Knowledge Discovery and Data Mining, Lecture Notes in Computer Science, 2010, Volume 6118/2010, pp. 246-253. PDF.
Speaker: Όλγα Φλογερά, 9/1

·  van der Veen, J.S.; van der Waaij, B.; Meijer, R.J., "Sensor Data Storage Performance: SQL or NoSQL, Physical or Virtual," Cloud Computing (CLOUD), 2012 IEEE 5th International Conference on , vol., no., pp.431,438, 24-29 June 2012. PDF
Speaker: Χριστίνα Σπυροπούλου, 9/1

·Shen Bin, Liu Yuan, Wang Xiaoyi, Research on Data Mining Models for the Internet of Things, in IASP '10: International Conference on Image Analysis and Signal Processing, 2010. PDF.
Speaker: Βάιος Καραστάθης, 16/1

·  C. Faloutsos and V. Megalooikonomou, "On Data Mining, Compression, and Kolmogorov Complexity", Data Mining and Knowledge Discovery, Tenth Anniversary Issue, 2007. PDF.
Speaker:Βιολέττα Καραϊσκου, 16/1

·  J. Leskovec, D. Chakrabarti, J. Kleinberg, C. Faloutsos, "Realistic, Mathematically Tractable graph Generation and Evolution, Using Kronecker Multiplication", Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'05), Porto, Portugal, Lecture Notes in Computer Science, Vol. 3721, pp. 133-145, 2005. PDF.
Speaker: Ιωάννης Τσακτσίρας, 16/1

·Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn Keogh, ``Indexing multi-dimensional time-series with support for multiple distance measures'', KDD, pp. 516--525, 2003. ACM Portal.
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Μερκουρία Δημοπούλου, 16/1

·  R. Bertens, J. Vreeken, A. Siebes, "Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns", In Proceedings of the KDD 2016 Conference, San Francisco, Aug. 13-17, 2016. PDF.

Speaker: Θεόδωρος Κουβέλας, 23/1

· Y. Cai, H. Tong, W. Fan, P. Ji, "Fast Mining of a Network of Coevolving Time Series", SIAM Data Mining Conference 2015. PDF

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· A. Tucker, X. Liu, "A Bayesian Network Approach to Explaining Time Series with Changing Structure", Intelligent Data Analysis 8 (5), pp. 469-480, 2004. PDF.

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· Y. Matsubara, Y. Sakurai, "Regime shifts in streams: Real time forecasting of co evolving time sequences", In Proceedings of the KDD 2016 Conference, San Francisco, Aug. 13-17, 2016. PDF.

Speaker: Χαρίλαος Δημητρόπουλος, 23/1

·  Lee, J.A.; Verleysen, M., "Unsupervised dimensionality reduction: Overview and recent advances," Neural Networks (IJCNN), The 2010 International Joint Conference on , vol., no., pp.1,8, 18-23 July 2010. PDF
Speaker: Δημήτρης Περγαντής, 30/1

·  A. Züfle, T. Emrich, K. A. Schmid, N. Mamoulis, A. Zimek, M. Renz. Representative Clustering of Uncertain Data, In Proceedings of the 20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), New York, NY: 243–252, 2014. PDF
Speaker: Φώτης Κουνέλης, 30/1

·  C. Plant, Dependency Clustering across measurement scales, Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 361-369, 2012. PDF
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Αργυρώ Τσίρτση, 30/1

·  S. Papadimitriou, A. Gionis, P. Tsaparas, R.A. Vaisanen, H. Mannila, C. Faloutsos, "Parameter-Free Spatial Data Mining Using MDL", ICDM, Houston, TX, U.S.A., November 27-30, 2005. PDF.
Speaker: Αγοράκης Μπομπότας, 30/1

·Eamonn Keogh, Kaushik Chakrabarti, Sharad Mehrotra, Michael Pazzani, "Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases", ACM SIGMOD, May 2001, Santa Barbara, CA, pp. 151-163. PDF
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Χριστίνα  Καραμπέρη, 6/2

· Sudipto Guha, Nick Koudas and Kyuseok Shim, Data-streams and histograms, ACM Symposium on Theory of Computing, pages 471-475, 2001. PDF.
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Σταυρούλα-Ειρήνη Καρανάσιου, 6/2

·  Mohamed Ali, Badrish Chandramouli, Jonathan Goldstein, and Roman Schindlauer. 2011. The extensibility framework in Microsoft StreamInsight. In Proceedings of the 2011 IEEE 27th International Conference on Data Engineering (ICDE '11).PDF
Speaker: Βασίλης Ζάγορας, 6/2

·  Austin R. Benson, David F. Gleich, and Jure Leskovec, Tensor spectral clustering for partitioning higher-order network structures. In Proceedings of the 2015 SIAM International Conference on Data Mining (SDM), 2015.PDF .
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Παναγιώτης Καπερώνης, 6/2