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| 2012 | ||
|---|---|---|
| 55 | Pu Wang, Carlotta Domeniconi, Huzefa Rangwala, Kathryn B. Laskey: Feature Enriched Nonparametric Bayesian Co-clustering. PAKDD (1) 2012: 517-529 | |
| 54 | Guo-Xian Yu, Guoji Zhang, Zhiwen Yu, Carlotta Domeniconi, Jane You, Guoqiang Han: Semi-supervised ensemble classification in subspaces. Appl. Soft Comput. 12(5): 1511-1522 (2012) | |
| 53 | Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, S. Ikeda, X. Li, Patricia Melin, V. Sree Hari Rao, Björn Schuller, Yi Shen, Huajin Tang, C. Wang, J. Yang, D. Zhao, D. Liu: Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Netw. Learning Syst. 23(1): 1-6 (2012) | |
| 52 | Guo-Xian Yu, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu, Jane You: Semi-supervised classification based on random subspace dimensionality reduction. Pattern Recognition 45(3): 1119-1135 (2012) | |
| 2011 | ||
| 51 | Roberto Basili, Cristina Giannone, Danilo Croce, Carlotta Domeniconi: Latent Topic Models of Surface Syntactic Information. AI*IA 2011: 225-237 | |
| 50 | Tanwistha Saha, Carlotta Domeniconi, Huzefa Rangwala: Detection of Communities and Bridges in Weighted Networks. MLDM 2011: 584-598 | |
| 49 | Pu Wang, Kathryn B. Laskey, Carlotta Domeniconi, Michael Jordan: Nonparametric Bayesian Co-clustering Ensembles. SDM 2011: 331-342 | |
| 48 | Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli: Advancing data clustering via projective clustering ensembles. SIGMOD Conference 2011: 733-744 | |
| 47 | Carlotta Domeniconi, Jing Peng, Bojun Yan: Composite kernels for semi-supervised clustering. Knowl. Inf. Syst. 28(1): 99-116 (2011) | |
| 2010 | ||
| 46 | Pu Wang, Carlotta Domeniconi, Kathryn Blackmond Laskey: Nonparametric Bayesian Clustering Ensembles. ECML/PKDD (3) 2010: 435-450 | |
| 45 | Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli: Enhancing Single-Objective Projective Clustering Ensembles. ICDM 2010: 833-838 | |
| 2009 | ||
| 44 | Loulwah AlSumait, Daniel Barbará, James Gentle, Carlotta Domeniconi: Topic Significance Ranking of LDA Generative Models. ECML/PKDD (1) 2009: 67-82 | |
| 43 | Pu Wang, Carlotta Domeniconi, Kathryn B. Laskey: Latent Dirichlet Bayesian Co-Clustering. ECML/PKDD (2) 2009: 522-537 | |
| 42 | Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli: Projective Clustering Ensembles. ICDM 2009: 794-799 | |
| 41 | Pu Wang, Carlotta Domeniconi: Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge. ICDM Workshops 2009: 435-440 | |
| 40 | Muna Al-Razgan, Carlotta Domeniconi: Clustering Ensembles with Active Constraints. Applications of Supervised and Unsupervised Ensemble Methods 2009: 175-189 | |
| 39 | Carlotta Domeniconi, Dimitrios Gunopulos: Locally Adaptive Techniques for Pattern Classification. Encyclopedia of Data Warehousing and Mining 2009: 1170-1175 | |
| 38 | Carlotta Domeniconi: Techniques for Weighted Clustering Ensembles. Encyclopedia of Data Warehousing and Mining 2009: 1916-1922 | |
| 37 | Carlotta Domeniconi: Learning Distance Measures. Encyclopedia of Database Systems 2009: 1601-1605 | |
| 36 | Carlotta Domeniconi, Muna Al-Razgan: Weighted cluster ensembles: Methods and analysis. TKDD 2(4): (2009) | |
| 2008 | ||
| 35 | Pu Wang, Carlotta Domeniconi, Jian Hu: Using Wikipedia for Co-clustering Based Cross-Domain Text Classification. ICDM 2008: 1085-1090 | |
| 34 | Loulwah AlSumait, Daniel Barbará, Carlotta Domeniconi: On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking. ICDM 2008: 3-12 | |
| 33 | Daniel Barbará, Carlotta Domeniconi, Zoran Duric, Maurizio Filippone, Richard Mansfield, Edgard Lawson: Detecting Suspicious Behavior in Surveillance Images. ICDM Workshops 2008: 891-900 | |
| 32 | Pu Wang, Carlotta Domeniconi: Building semantic kernels for text classification using wikipedia. KDD 2008: 713-721 | |
| 31 | Pu Wang, Carlotta Domeniconi, Jian Hu: Cross-domain Text Classification using Wikipedia. IEEE Intelligent Informatics Bulletin 9(1): 5-17 (2008) | |
| 30 | Maria Halkidi, Dimitrios Gunopulos, Michalis Vazirgiannis, Nitin Kumar, Carlotta Domeniconi: A clustering framework based on subjective and objective validity criteria. TKDD 1(4): (2008) | |
| 2007 | ||
| 29 | Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos: Locally adaptive metrics for clustering high dimensional data. Data Min. Knowl. Discov. 14(1): 63-97 (2007) | |
| 2006 | ||
| 28 | Bojun Yan, Carlotta Domeniconi: Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data. ECML 2006: 509-520 | |
| 27 | Bojun Yan, Carlotta Domeniconi: An Adaptive Kernel Method for Semi-supervised Clustering. ECML 2006: 521-532 | |
| 26 | Alexander Brodsky, Carlotta Domeniconi, David Etter: Regression Databases: Probabilistic Querying Using Sparse Learning Sets. ICMLA 2006: 123-128 | |
| 25 | Daniel Barbará, Carlotta Domeniconi, James P. Rogers: Detecting outliers using transduction and statistical testing. KDD 2006: 55-64 | |
| 24 | Muna Al-Razgan, Carlotta Domeniconi: Weighted Clustering Ensembles. SDM 2006 | |
| 2005 | ||
| 23 | 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 | |
| 22 | Ning Kang, Carlotta Domeniconi, Daniel Barbará: Categorization and Keyword Identification of Unlabeled Documents. ICDM 2005: 677-680 | |
| 21 | Carlotta Domeniconi, Bojun Yan: On Error Correlation and Accuracy of Nearest Neighbor Ensemble Classifiers. SDM 2005 | |
| 20 | Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng: Large margin nearest neighbor classifiers. IEEE Transactions on Neural Networks 16(4): 899-909 (2005) | |
| 19 | Peng Zhang, Jing Peng, Carlotta Domeniconi: Kernel pooled local subspaces for classification. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(3): 489-502 (2005) | |
| 18 | Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi: Selectivity estimators for multidimensional range queries over real attributes. VLDB J. 14(2): 137-154 (2005) | |
| 2004 | ||
| 17 | Carlotta Domeniconi, Bojun Yan: Nearest Neighbor Ensemble. ICPR (1) 2004: 228-231 | |
| 16 | Daniel Barbará, Carlotta Domeniconi, Ning Kang: Classifying Documents Without Labels. SDM 2004 | |
| 15 | Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma: Subspace Clustering of High Dimensional Data. SDM 2004 | |
| 14 | Carlotta Domeniconi, Dimitrios Gunopulos: An Efficient Density-based Approach for Data Mining Tasks. Knowl. Inf. Syst. 6(6): 750-770 (2004) | |
| 2003 | ||
| 13 | Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma: Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003: 35-41 | |
| 12 | Daniel Barbará, Carlotta Domeniconi, Ning Kang: Mining Relevant Text from Unlabelled Documents. ICDM 2003: 489-492 | |
| 11 | Peng Zhang, Jing Peng, Carlotta Domeniconi: Dimensionality Reduction Using Kernel Pooled Local Discriminant Information. ICDM 2003: 701-704 | |
| 2002 | ||
| 10 | Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas: Non-linear dimensionality reduction techniques for classification and visualization. KDD 2002: 645-651 | |
| 9 | Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma: A Classification Approach for Prediction of Target Events in Temporal Sequences. PKDD 2002: 125-137 | |
| 8 | Carlotta Domeniconi, Dimitrios Gunopulos: Efficient Local Flexible Nearest Neighbor Classification. SDM 2002 | |
| 7 | Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos: Locally Adaptive Metric Nearest-Neighbor Classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1281-1285 (2002) | |
| 2001 | ||
| 6 | Carlotta Domeniconi, Dimitrios Gunopulos: Incremental Support Vector Machine Construction. ICDM 2001: 589-592 | |
| 5 | Carlotta Domeniconi, Dimitrios Gunopulos: An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. ICML 2001: 98-105 | |
| 4 | Carlotta Domeniconi, Dimitrios Gunopulos: Adaptive Nearest Neighbor Classification Using Support Vector Machines. NIPS 2001: 665-672 | |
| 2000 | ||
| 3 | Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng: Adaptive Metric nearest Neighbor Classification. CVPR 2000: 1517-1522 | |
| 2 | Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos: An Adaptive Metric Machine for Pattern Classification. NIPS 2000: 458-464 | |
| 1 | Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi: Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes. SIGMOD Conference 2000: 463-474 | |
Colors in the list of coauthors
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