M Halkidi
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On clustering validation techniques
M Halkidi, Y Batistakis, M Vazirgiannis
Journal of intelligent information systems 17 (2), 107-145, 2001
33242001
Cluster validity methods: part I
M Halkidi, Y Batistakis, M Vazirgiannis
ACM Sigmod Record 31 (2), 40-45, 2002
6952002
Clustering validity checking methods: Part II
M Halkidi, Y Batistakis, M Vazirgiannis
ACM Sigmod Record 31 (3), 19-27, 2002
6522002
Clustering validity assessment: Finding the optimal partitioning of a data set
M Halkidi, M Vazirgiannis
Proceedings 2001 IEEE international conference on data mining, 187-194, 2001
5132001
Quality scheme assessment in the clustering process
M Halkidi, M Vazirgiannis, Y Batistakis
European Conference on Principles of Data Mining and Knowledge Discovery …, 2000
4202000
Clustering algorithms and validity measures
M Halkidi, Y Batistakis, M Vazirgiannis
Proceedings Thirteenth International Conference on Scientific and …, 2001
2152001
THESUS: Organizing Web document collections based on link semantics
M Halkidi, B Nguyen, I Varlamis, M Vazirgiannis
The VLDB Journal 12 (4), 320-332, 2003
1192003
A density-based cluster validity approach using multi-representatives
M Halkidi, M Vazirgiannis
Pattern Recognition Letters 29 (6), 773-786, 2008
1092008
Clustering validity assessment using multi representatives
M Halkidi, M Vazirgiannis
Proceedings of the Hellenic Conference on Artificial Intelligence, SETN, 237-249, 2002
1002002
Towards a logical model for patterns
S Rizzi, E Bertino, B Catania, M Golfarelli, M Halkidi, M Terrovitis, ...
International Conference on Conceptual Modeling, 77-90, 2003
742003
Uncertainty handling and quality assessment in data mining
M Vazirgiannis, M Halkidi, D Gunopulos
Springer Science & Business Media, 2003
682003
Data mining in software engineering
M Halkidi, D Spinellis, G Tsatsaronis, M Vazirgiannis
Intelligent Data Analysis 15 (3), 413-441, 2011
502011
A clustering framework based on subjective and objective validity criteria
M Halkidi, D Gunopulos, M Vazirgiannis, N Kumar, C Domeniconi
ACM Transactions on Knowledge Discovery from Data (TKDD) 1 (4), 1-25, 2008
452008
THESUS, a closer view on web content management enhanced with link semantics
I Varlamis, M Vazirgiannis, M Halkidi, B Nguyen
IEEE Transactions on Knowledge and Data Engineering 16 (6), 685-700, 2004
392004
Quality Assessment and Uncertainty Handling in Data Mining Process.
M Halkidi
EDBT PhD Workshop, 1-4, 2000
342000
Method-independent indices for cluster validation and estimating the number of clusters
M Halkidi, M Vazirgiannis, C Hennig
Handbook of cluster analysis, 616-639, 2015
322015
A game theoretic framework for data privacy preservation in recommender systems
M Halkidi, I Koutsopoulos
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
292011
Clustering validity checking methods
M Halkidi, Y Batistakis, M Vazirgiannis
ACM Sigmod Record 31 (3), 19-27, 2002
292002
A framework for semi-supervised learning based on subjective and objective clustering criteria
M Halkidi, D Gunopulos, N Kumar, M Vazirgiannis, C Domeniconi
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
272005
Quality assessment approaches in data mining
M Halkidi, M Vazirgiannis
Data Mining and Knowledge Discovery Handbook, 613-639, 2009
252009
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