| On clustering validation techniques M Halkidi, Y Batistakis, M Vazirgiannis Journal of intelligent information systems 17, 107-145, 2001 | 3781 | 2001 |
| Cluster validity methods: part I M Halkidi, Y Batistakis, M Vazirgiannis ACM Sigmod Record 31 (2), 40-45, 2002 | 776 | 2002 |
| Clustering validity checking methods: Part II M Halkidi, Y Batistakis, M Vazirgiannis ACM Sigmod Record 31 (3), 19-27, 2002 | 697 | 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 | 618 | 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 | 474 | 2000 |
| Clustering algorithms and validity measures M Halkidi, Y Batistakis, M Vazirgiannis Proceedings Thirteenth International Conference on Scientific and …, 2001 | 239 | 2001 |
| A density-based cluster validity approach using multi-representatives M Halkidi, M Vazirgiannis Pattern Recognition Letters 29 (6), 773-786, 2008 | 132 | 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 | 125 | 2003 |
| Clustering validity assessment using multi representatives M Halkidi, M Vazirgiannis Proceedings of the Hellenic Conference on Artificial Intelligence, SETN, 237-249, 2002 | 104 | 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 | 77 | 2003 |
| Uncertainty handling and quality assessment in data mining M Vazirgiannis, M Halkidi, D Gunopulos Springer Science & Business Media, 2003 | 71 | 2003 |
| Data mining in software engineering M Halkidi, D Spinellis, G Tsatsaronis, M Vazirgiannis Intelligent Data Analysis 15 (3), 413-441, 2011 | 59 | 2011 |
| 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 | 55 | 2015 |
| 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 | 48 | 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 | 38 | 2004 |
| Clustering validity checking methods M Halkidi, Y Batistakis, M Vazirgiannis ACM Sigmod Record 31 (3), 19-27, 2002 | 36 | 2002 |
| 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 | 35 | 2011 |
| Quality Assessment and Uncertainty Handling in Data Mining Process. M Halkidi EDBT PhD Workshop, 1-4, 2000 | 35 | 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 | 34 | 2016 |
| 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 | 30 | 2005 |
