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Carlotta Domeniconi
Carlotta Domeniconi
Associate Professor of Computer Science, George Mason University
Email verificata su cs.gmu.edu - Home page
Titolo
Citata da
Citata da
Anno
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
5842008
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
4162002
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
2972007
Building semantic kernels for text classification using wikipedia
P Wang, C Domeniconi
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
2912008
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
2582000
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
2432002
Incremental support vector machine construction
C Domeniconi, D Gunopulos
Proceedings 2001 ieee international conference on data mining, 589-592, 2001
2362001
Weighted cluster ensembles: Methods and analysis
C Domeniconi, M Al-Razgan
ACM Transactions on Knowledge Discovery from Data (TKDD) 2 (4), 1-40, 2009
2222009
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
2032009
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
2022004
Adaptive nearest neighbor classification using support vector machines
C Domeniconi, D Gunopulos
Advances in neural information processing systems 14, 2001
1402001
Large margin nearest neighbor classifiers
C Domeniconi, D Gunopulos, J Peng
IEEE transactions on neural networks 16 (4), 899-909, 2005
1222005
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
1212005
Detecting outliers using transduction and statistical testing
D Barbará, C Domeniconi, JP Rogers
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
1132006
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
1092018
Weighted clustering ensembles
M Al-Razgan, C Domeniconi
Proceedings of the 2006 SIAM International Conference on Data Mining, 258-269, 2006
942006
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
912011
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
842012
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
802004
An adaptive metric machine for pattern classification
C Domeniconi, J Peng, D Gunopulos
Advances in Neural Information Processing Systems 13, 2000
762000
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