Carlotta Domeniconi
Carlotta Domeniconi
Associate Professor of Computer Science, George Mason University
Verified email at cs.gmu.edu - Homepage
TitleCited byYear
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
4772008
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
3742002
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
2652007
Building semantic kernels for text classification using wikipedia
P Wang, C Domeniconi
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
2512008
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
2502000
Incremental support vector machine construction
C Domeniconi, D Gunopulos
Proceedings 2001 ieee international conference on data mining, 589-592, 2001
2112001
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
2072002
Weighted cluster ensembles: Methods and analysis
C Domeniconi, M Al-Razgan
ACM Transactions on Knowledge Discovery from Data (TKDD) 2 (4), 17, 2009
1922009
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
1782004
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
1402009
Adaptive nearest neighbor classification using support vector machines
C Domeniconi, D Gunopulos
Advances in neural information processing systems, 665-672, 2002
1302002
Large margin nearest neighbor classifiers
C Domeniconi, D Gunopulos, J Peng
IEEE transactions on neural networks 16 (4), 899-909, 2005
1062005
Detecting outliers using transduction and statistical testing
D Barbará, C Domeniconi, JP Rogers
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
992006
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
962005
Weighted clustering ensembles
M Al-Razgan, C Domeniconi
Proceedings of the 2006 SIAM International Conference on Data Mining, 258-269, 2006
802006
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
752004
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
732011
An adaptive metric machine for pattern classification
C Domeniconi, J Peng, D Gunopulos
Advances in Neural Information Processing Systems, 458-464, 2001
702001
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
632012
An adaptive kernel method for semi-supervised clustering
B Yan, C Domeniconi
European conference on machine learning, 521-532, 2006
522006
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