 | 2012 |
| 31 |  | Maria Halkidi,
Myra Spiliopoulou,
Aikaterini Pavlou:
A Semi-supervised Incremental Clustering Algorithm for Streaming Data.
PAKDD (1) 2012: 578-590 |
| 2011 |
| 30 |  | Maria Halkidi,
Iordanis Koutsopoulos:
A Game Theoretic Framework for Data Privacy Preservation in Recommender Systems.
ECML/PKDD (1) 2011: 629-644 |
| 29 |  | Maria Halkidi,
Iordanis Koutsopoulos:
Online Clustering of Distributed Streaming Data Using Belief Propagation Techniques.
Mobile Data Management (1) 2011: 216-225 |
| 28 |  | Maria Halkidi,
Diomidis Spinellis,
George Tsatsaronis,
Michalis Vazirgiannis:
Data mining in software engineering.
Intell. Data Anal. 15(3): 413-441 (2011) |
| 2010 |
| 27 |  | Iordanis Koutsopoulos,
Maria Halkidi:
Measurement aggregation and routing techniques for energy-efficient estimation in wireless sensor networks.
WiOpt 2010: 1-10 |
| 26 |  | Maria Halkidi,
Michalis Vazirgiannis:
Quality Assessment Approaches in Data Mining.
Data Mining and Knowledge Discovery Handbook 2010: 613-639 |
| 2009 |
| 25 |  | George Tsatsaronis,
Maria Halkidi,
Emmanouel A. Giakoumakis:
Quality Classifiers for Open Source Software Repositories.
AIAI Workshops 2009: 179-188 |
| 24 |  | Iordanis Koutsopoulos,
Maria Halkidi:
Lifetime Maximization in Wireless Sensor Networks with an Estimation Mission.
GLOBECOM 2009: 1-6 |
| 23 |  | Maria Halkidi:
Hierarchial Clustering.
Encyclopedia of Database Systems 2009: 1291-1294 |
| 22 |  | George Tsatsaronis,
Maria Halkidi,
Emmanouel A. Giakoumakis:
Quality Classifiers for Open Source Software Repositories
CoRR abs/0904.4708: (2009) |
| 2008 |
| 21 |  | Maria Halkidi,
Michalis Vazirgiannis:
NPClu: An approach for clustering spatially extended objects.
Intell. Data Anal. 12(6): 587-606 (2008) |
| 20 |  | Maria Halkidi,
Michalis Vazirgiannis:
A density-based cluster validity approach using multi-representatives.
Pattern Recognition Letters 29(6): 773-786 (2008) |
| 19 |  | Maria Halkidi,
Dimitrios Gunopulos,
Michalis Vazirgiannis,
Nitin Kumar,
Carlotta Domeniconi:
A clustering framework based on subjective and objective validity criteria.
TKDD 1(4): (2008) |
| 2006 |
| 18 |  | Maria Halkidi,
Vana Kalogeraki,
Dimitrios Gunopulos,
Dimitris Papadopoulos,
Demetrios Zeinalipour-Yazti,
Michail Vlachos:
Efficient Online State Tracking Using Sensor Networks.
MDM 2006: 24 |
| 17 |  | Maria Halkidi,
Dimitris Papadopoulos,
Vana Kalogeraki,
Dimitrios Gunopulos:
Resilient and energy efficient tracking in sensor networks.
IJWMC 1(2): 87-100 (2006) |
| 2005 |
| 16 |  | Maria Halkidi,
Dimitrios Gunopulos,
Nitin Kumar,
Michalis Vazirgiannis,
Carlotta Domeniconi:
A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria.
ICDM 2005: 637-640 |
| 15 |  | Maria Halkidi,
Michalis Vazirgiannis:
Quality Assessment Approaches in Data Mining.
The Data Mining and Knowledge Discovery Handbook 2005: 661-696 |
| 2004 |
| 14 |  | Iraklis Varlamis,
Michalis Vazirgiannis,
Maria Halkidi,
Benjamin Nguyen:
THESUS, a Closer View on Web Content Management Enhanced with Link Semantics.
IEEE Trans. Knowl. Data Eng. 16(6): 685-700 (2004) |
| 2003 |
| 13 |  | Michalis Vazirgiannis,
Maria Halkidi,
Dimitrios Gunopulos:
Uncertainty Handling and Quality Assessment in Data Mining
Springer 2003 |
| 12 |  | Stefano Rizzi,
Elisa Bertino,
Barbara Catania,
Matteo Golfarelli,
Maria Halkidi,
Manolis Terrovitis,
Panos Vassiliadis,
Michalis Vazirgiannis,
Euripides Vrachnos:
Towards a Logical Model for Patterns.
ER 2003: 77-90 |
| 11 |  | Maria Halkidi,
Benjamin Nguyen,
Iraklis Varlamis,
Michalis Vazirgiannis:
THESUS: Organizing Web document collections based on link semantics.
VLDB J. 12(4): 320-332 (2003) |
| 2002 |
| 10 |  | Christos Amanatidis,
Maria Halkidi,
Michalis Vazirgiannis:
UMiner: A Data Mining System Handling Uncertainty and Quality.
EDBT 2002: 762-765 |
| 9 |  | Maria Halkidi,
Michalis Vazirgiannis:
Managing Uncertainty and Quality in the Classification Process.
SETN 2002: 273-287 |
| 8 |  | Maria Halkidi,
Yannis Batistakis,
Michalis Vazirgiannis:
Cluster Validity Methods: Part I.
SIGMOD Record 31(2): 40-45 (2002) |
| 7 |  | Maria Halkidi,
Yannis Batistakis,
Michalis Vazirgiannis:
Clustering Validity Checking Methods: Part II.
SIGMOD Record 31(3): 19-27 (2002) |
| 2001 |
| 6 |  | Maria Halkidi,
Michalis Vazirgiannis:
Clustering Validity Assessment: Finding the Optimal Partitioning of a Data Set.
ICDM 2001: 187-194 |
| 5 |  | Maria Halkidi,
Michalis Vazirgiannis:
A Data Set Oriented Approach for Clustering Algorithm Selection.
PKDD 2001: 165-179 |
| 4 |  | Maria Halkidi,
Yannis Batistakis,
Michalis Vazirgiannis:
Clustering Algorithms and Validity Measures.
SSDBM 2001: 3-22 |
| 3 |  | Maria Halkidi,
Yannis Batistakis,
Michalis Vazirgiannis:
On Clustering Validation Techniques.
J. Intell. Inf. Syst. 17(2-3): 107-145 (2001) |
| 2000 |
| 2 |  | Maria Halkidi:
Quality Assessment and Uncertainty Handling in Data Mining Process.
EDBT PhD Workshop 2000 |
| 1 |  | Maria Halkidi,
Michalis Vazirgiannis,
Yannis Batistakis:
Quality Scheme Assessment in the Clustering Process.
PKDD 2000: 265-276 |