Maria Halkidi

发表

Clustering validity assessment: finding the optimal partitioning of a data set

Michalis Vazirgiannis, Maria Halkidi, M. Vazirgiannis, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Cluster validity methods: part I

Michalis Vazirgiannis, Maria Halkidi, Yannis Batistakis, 2002, SGMD.

Discovering Representative Skyline Points over Distributed Data

Christos Doulkeridis, Akrivi Vlachou, Maria Halkidi, 2012, SSDBM.

Quality Classifiers for Open Source Software Repositories

Emmanouel A. Giakoumakis, George Tsatsaronis, Maria Halkidi, 2009, AIAI Workshops.

A Data Set Oriented Approach for Clustering Algorithm Selection

Michalis Vazirgiannis, Maria Halkidi, M. Vazirgiannis, 2001, PKDD.

A framework for semi-supervised learning based on subjective and objective clustering criteria

Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Data mining in software engineering

Diomidis Spinellis, Michalis Vazirgiannis, George Tsatsaronis, 2011, Intell. Data Anal..

THESUS: Organizing Web document collections based on link semantics

Iraklis Varlamis, Michalis Vazirgiannis, Benjamin Nguyen, 2003, The VLDB Journal.

Human Centered 38 H Human-Computer Interaction Computing

Nicu Sebe, Murat Kantarcioglu, Ninghui Li, 2009, Encyclopedia of Database Systems.

Data Mining Process

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003 .

Auctioning Data for Learning

Aristides Gionis, Iordanis Koutsopoulos, Maria Halkidi, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

On Clustering Validation Techniques

Michalis Vazirgiannis, Maria Halkidi, Yannis Batistakis, 2001, Journal of Intelligent Information Systems.

Quality Assessment and Uncertainty Handling in Data Mining Process

Maria Halkidi, 2000, EDBT PhD Workshop.

Hierarchial Clustering

Maria Halkidi, 2009, Encyclopedia of Database Systems.

DsUniPi: An SVM-based Approach for Sentiment Analysis of Figurative Language on Twitter

Christos Doulkeridis, Maria Halkidi, Maria Karanasou, 2015, SemEval@NAACL-HLT.

An Introduction to Quality Assessment in Data Mining

Maria Halkidi, Michalis Vazirg, M. Halkidi, 2002 .

QGraph: A Quality Assessment Index for Graph Clustering

Iordanis Koutsopoulos, Maria Halkidi, I. Koutsopoulos, 2019, ECIR.

Uncertainty Handling in Data Mining

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003 .

Resilient and energy efficient tracking in sensor networks

Dimitrios Gunopulos, Vana Kalogeraki, Maria Halkidi, 2006, Int. J. Wirel. Mob. Comput..

Hierarchical Clustering

Maria Halkidi, M. Halkidi, 2018, Encyclopedia of Database Systems.

A Semi-supervised Incremental Clustering Algorithm for Streaming Data

Myra Spiliopoulou, Maria Halkidi, Aikaterini Pavlou, 2012, PAKDD.

A density-based cluster validity approach using multi-representatives

Michalis Vazirgiannis, Maria Halkidi, M. Vazirgiannis, 2008, Pattern Recognit. Lett..

Quality Assessment in Data Mining

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003 .

Clustering validity checking methods: part II

Michalis Vazirgiannis, Maria Halkidi, Yannis Batistakis, 2002, SGMD.

Scalable and Real-Time Sentiment Analysis of Twitter Data

Christos Doulkeridis, Maria Halkidi, Maria Karanasou, 2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).

Managing Uncertainty and Quality in the Classification Process

Michalis Vazirgiannis, Maria Halkidi, M. Vazirgiannis, 2002, SETN.

A Survey on Pattern Application Domains and Pattern Management Approaches

Yannis Theodoridis, Michalis Vazirgiannis, George Tsatsaronis, 2002 .

Efficient and Fair Item Coverage in Recommender Systems

Iordanis Koutsopoulos, Maria Halkidi, I. Koutsopoulos, 2018, 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech).

DifRec: A Social-Diffusion-Aware Recommender System

Francesco Gullo, Iordanis Koutsopoulos, Maria Halkidi, 2015, CIKM.

Measurement aggregation and routing techniques for energy-efficient estimation in wireless sensor networks

Iordanis Koutsopoulos, Maria Halkidi, I. Koutsopoulos, 2010, 8th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks.

Efficient Online State Tracking Using Sensor Networks

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, 2006, 7th International Conference on Mobile Data Management (MDM'06).

UMiner: A Data Mining System Handling Uncertainty and Quality

Michalis Vazirgiannis, Maria Halkidi, Christos Amanatidis, 2002, EDBT.

A Game Theoretic Framework for Data Privacy Preservation in Recommender Systems

Iordanis Koutsopoulos, Maria Halkidi, 2011, ECML/PKDD.

Clustering algorithms and validity measures

Michalis Vazirgiannis, Maria Halkidi, Yannis Batistakis, 2001, Proceedings Thirteenth International Conference on Scientific and Statistical Database Management. SSDBM 2001.

NPClu: An approach for clustering spatially extended objects

Michalis Vazirgiannis, Maria Halkidi, 2008, Intell. Data Anal..

A clustering framework based on subjective and objective validity criteria

Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, 2008, TKDD.

Lifetime Maximization in Wireless Sensor Networks with an Estimation Mission

Iordanis Koutsopoulos, Maria Halkidi, I. Koutsopoulos, 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

THESUS, a closer view on Web content management enhanced with link semantics

Iraklis Varlamis, Michalis Vazirgiannis, Benjamin Nguyen, 2004, IEEE Transactions on Knowledge and Data Engineering.

THESUS: Organizing Web Doc-ument Collections Based On Semantics And Clustering

Iraklis Varlamis, Michalis Vazirgiannis, Benjamin Nguyen, 2002 .

Quality Scheme Assessment in the Clustering Process

Michalis Vazirgiannis, Maria Halkidi, Yannis Batistakis, 2000, PKDD.

Uncertainty handling in the data mining process with fuzzy logic

Michalis Vazirgiannis, Maria Halkidi, 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

Towards a Logical Model for Patterns

Elisa Bertino, Panos Vassiliadis, Barbara Catania, 2003, ER.

Distributed energy-efficient estimation in spatially correlated wireless sensor networks

Iordanis Koutsopoulos, Maria Halkidi, I. Koutsopoulos, 2014, Comput. Commun..

Quality Assessment Approaches in Data Mining

Michalis Vazirgiannis, Maria Halkidi, M. Vazirgiannis, 2010, Data Mining and Knowledge Discovery Handbook.

Online Clustering of Distributed Streaming Data Using Belief Propagation Techniques

Iordanis Koutsopoulos, Maria Halkidi, I. Koutsopoulos, 2011, 2011 IEEE 12th International Conference on Mobile Data Management.

Uncertainty Handling and Quality Assessment in Data Mining

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003, Advanced Information and Knowledge Processing.

Recommender systems with selfish users

Iordanis Koutsopoulos, Maria Halkidi, 2020, Knowledge and Information Systems.

Method-Independent Indices for Cluster Validation and Estimating the Number of Clusters

Michalis Vazirgiannis, Christian Hennig, Maria Halkidi, 2015 .

Optimization of Multi-stakeholder Recommender Systems for Diversity and Coverage

Iordanis Koutsopoulos, Maria Halkidi, 2021, AIAI.