M Halkidi
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On clustering validation techniques
M Halkidi, Y Batistakis, M Vazirgiannis
Journal of intelligent information systems 17, 107-145, 2001
Cluster validity methods: part I
M Halkidi, Y Batistakis, M Vazirgiannis
ACM Sigmod Record 31 (2), 40-45, 2002
Clustering validity checking methods: Part II
M Halkidi, Y Batistakis, M Vazirgiannis
ACM Sigmod Record 31 (3), 19-27, 2002
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
Quality scheme assessment in the clustering process
M Halkidi, M Vazirgiannis, Y Batistakis
Principles of Data Mining and Knowledge Discovery: 4th European Conference …, 2000
Clustering algorithms and validity measures
M Halkidi, Y Batistakis, M Vazirgiannis
Proceedings Thirteenth International Conference on Scientific and …, 2001
A density-based cluster validity approach using multi-representatives
M Halkidi, M Vazirgiannis
Pattern Recognition Letters 29 (6), 773-786, 2008
THESUS: Organizing Web document collections based on link semantics
M Halkidi, B Nguyen, I Varlamis, M Vazirgiannis
The VLDB Journal 12, 320-332, 2003
Clustering validity assessment using multi representatives
M Halkidi, M Vazirgiannis
Proceedings of the Hellenic Conference on Artificial Intelligence, SETN, 237-249, 2002
Towards a logical model for patterns
S Rizzi, E Bertino, B Catania, M Golfarelli, M Halkidi, M Terrovitis, ...
Conceptual Modeling-ER 2003: 22nd International Conference on Conceptual …, 2003
Uncertainty handling and quality assessment in data mining
M Vazirgiannis, M Halkidi, D Gunopulos
Springer Science & Business Media, 2003
Method-independent indices for cluster validation and estimating the number of clusters
M Halkidi, M Vazirgiannis, C Hennig
Handbook of cluster analysis 26, 595-618, 2015
Data mining in software engineering
M Halkidi, D Spinellis, G Tsatsaronis, M Vazirgiannis
Intelligent Data Analysis 15 (3), 413-441, 2011
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
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
A game theoretic framework for data privacy preservation in recommender systems
M Halkidi, I Koutsopoulos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
Clustering validity checking methods
M Halkidi, Y Batistakis, M Vazirgiannis
ACM Sigmod Record 31 (3), 19-27, 2002
Quality Assessment and Uncertainty Handling in Data Mining Process.
M Halkidi
EDBT PhD Workshop, 1-4, 2000
Scalable and real-time sentiment analysis of twitter data
M Karanasou, A Ampla, C Doulkeridis, M Halkidi
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016
Quality assessment approaches in data mining
M Halkidi, M Vazirgiannis
Data mining and knowledge discovery handbook, 613-639, 2010
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