Carlotta Domeniconi

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Guoxian Yu(余国先)Professor, School of Software, Shandong University, Jinan, ChinaVerified email at sdu.edu.cn
Dimitrios GunopulosNational and Kapodistrian University of AthensVerified email at di.uoa.gr
Daniel BarbaraProfessor of Computer Science, George Mason UniversityVerified email at gmu.edu
Huzefa RangwalaProfessor & Lawrence Cranberg Research Faculty FellowVerified email at cs.gmu.edu
Jun WangProfessor, Joint SDU-NTU Centre for Artificial Intelligence Research, Shandong UniversityVerified email at sdu.edu.cn
Jing PengMontclair State UniversityVerified email at mail.montclair.edu
Xiangliang ZhangAssociate Professor, KAUSTVerified email at kaust.edu.sa
Loulwah AlSumaitAssistant Professor, Kuwait UniversityVerified email at ku.edu.kw
Muna Al-RazganAssociate ProfessorVerified email at ksu.edu.sa
George KolliosProfessor of Computer Science, Boston UniversityVerified email at bu.edu
Francesco GulloSenior Researcher @UniCreditVerified email at acm.org
Kathryn B. LaskeyProfessor of Systems Engineering and Operations Research, George Mason UniversityVerified email at gmu.edu
Vassilis J. TsotrasProfessor, Department of Computer Science and Engineering, University of California, RiversideVerified email at cs.ucr.edu
Andrea Tagarelli, PhDAssoc. Professor - Dept. Comp. Eng., Modeling, Electron., Syst. Eng. - Univ. Calabria, ITVerified email at unical.it
Dimitris PapadopoulosSenior Applied Scientist, MicrosoftVerified email at acm.org
Aditya JohriProfessor, George Mason University, Information Sciences & Technology, College of EngineeringVerified email at gmu.edu
Matthew RevelleKudu DynamicsVerified email at kududyn.com
Yazhou RenAssociate Professor of Computer Science, University of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Uday kamathGeorge Mason UniversityVerified email at gmu.edu
Mack SweeneyGeorge Mason UniversityVerified email at gmu.edu

Carlotta Domeniconi

Associate Professor of Computer Science, George Mason University

Verified email at cs.gmu.edu - Homepage

machine learning data mining clustering classification ensemble methods


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On-line lda: Adaptive topic models for mining text streams with applications to topic detection and tracking L AlSumait, D Barbará, C Domeniconi 2008 eighth IEEE international conference on data mining, 3-12, 2008	554	2008
Locally adaptive metric nearest-neighbor classification C Domeniconi, J Peng, D Gunopulos IEEE transactions on pattern analysis and machine intelligence 24 (9), 1281-1285, 2002	408	2002
Locally adaptive metrics for clustering high dimensional data C Domeniconi, D Gunopulos, S Ma, B Yan, M Al-Razgan, ... Data Mining and Knowledge Discovery 14 (1), 63-97, 2007	291	2007
Building semantic kernels for text classification using wikipedia P Wang, C Domeniconi Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	283	2008
Approximating multi-dimensional aggregate range queries over real attributes D Gunopulos, G Kollios, VJ Tsotras, C Domeniconi Acm Sigmod Record 29 (2), 463-474, 2000	256	2000
Incremental support vector machine construction C Domeniconi, D Gunopulos Proceedings 2001 ieee international conference on data mining, 589-592, 2001	231	2001
Non-linear dimensionality reduction techniques for classification and visualization M Vlachos, C Domeniconi, D Gunopulos, G Kollios, N Koudas Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	224	2002
Weighted cluster ensembles: Methods and analysis C Domeniconi, M Al-Razgan ACM Transactions on Knowledge Discovery from Data (TKDD) 2 (4), 1-40, 2009	216	2009
Subspace clustering of high dimensional data C Domeniconi, D Papadopoulos, D Gunopulos, S Ma Proceedings of the 2004 SIAM international conference on data mining, 517-521, 2004	196	2004
Topic significance ranking of LDA generative models L AlSumait, D Barbará, J Gentle, C Domeniconi Joint European conference on machine learning and knowledge discovery in …, 2009	182	2009
Adaptive nearest neighbor classification using support vector machines C Domeniconi, D Gunopulos NIPS, 665-672, 2001	142	2001
Large margin nearest neighbor classifiers C Domeniconi, D Gunopulos, J Peng IEEE transactions on neural networks 16 (4), 899-909, 2005	120	2005
Selectivity estimators for multidimensional range queries over real attributes D Gunopulos, G Kollios, VJ Tsotras, C Domeniconi the VLDB Journal 14 (2), 137-154, 2005	114	2005
Detecting outliers using transduction and statistical testing D Barbará, C Domeniconi, JP Rogers Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	112	2006
Weighted clustering ensembles M Al-Razgan, C Domeniconi Proceedings of the 2006 SIAM International Conference on Data Mining, 258-269, 2006	92	2006
Nonparametric bayesian co-clustering ensembles P Wang, KB Laskey, C Domeniconi, MI Jordan Proceedings of the 2011 SIAM International Conference on Data Mining, 331-342, 2011	91	2011
Semi-supervised classification based on random subspace dimensionality reduction G Yu, G Zhang, C Domeniconi, Z Yu, J You Pattern Recognition 45 (3), 1119-1135, 2012	83	2012
Matrix factorization-based data fusion for the prediction of lncRNA–disease associations G Fu, J Wang, C Domeniconi, G Yu Bioinformatics 34 (9), 1529-1537, 2018	78	2018
An evaluation of gene selection methods for multi-class microarray data classification H Chai, C Domeniconi Proceedings of the Second European Workshop on Data Mining and Text Mining …, 2004	78	2004
An adaptive metric machine for pattern classification C Domeniconi, J Peng, D Gunopulos Advances in Neural Information Processing Systems, 458-464, 2001	70	2001

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