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Carlotta Domeniconi: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng
    Adaptive Metric nearest Neighbor Classification. [Citation Graph (0, 0)][DBLP]
    CVPR, 2000, pp:1517-1522 [Conf]
  2. Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma
    Clustering gene expression data in SQL using locally adaptive metrics. [Citation Graph (0, 0)][DBLP]
    DMKD, 2003, pp:35-41 [Conf]
  3. Bojun Yan, Carlotta Domeniconi
    Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:509-520 [Conf]
  4. Bojun Yan, Carlotta Domeniconi
    An Adaptive Kernel Method for Semi-supervised Clustering. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:521-532 [Conf]
  5. Daniel Barbará, Carlotta Domeniconi, Ning Kang
    Mining Relevant Text from Unlabelled Documents. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:489-492 [Conf]
  6. Carlotta Domeniconi, Dimitrios Gunopulos
    Incremental Support Vector Machine Construction. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:589-592 [Conf]
  7. Ning Kang, Carlotta Domeniconi, Daniel Barbará
    Categorization and Keyword Identification of Unlabeled Documents. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:677-680 [Conf]
  8. Maria Halkidi, Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, Carlotta Domeniconi
    A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:637-640 [Conf]
  9. Peng Zhang, Jing Peng, Carlotta Domeniconi
    Dimensionality Reduction Using Kernel Pooled Local Discriminant Information. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:701-704 [Conf]
  10. Carlotta Domeniconi, Dimitrios Gunopulos
    An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. [Citation Graph (0, 0)][DBLP]
    ICML, 2001, pp:98-105 [Conf]
  11. Carlotta Domeniconi, Bojun Yan
    Nearest Neighbor Ensemble. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:228-231 [Conf]
  12. Daniel Barbará, Carlotta Domeniconi, James P. Rogers
    Detecting outliers using transduction and statistical testing. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:55-64 [Conf]
  13. Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas
    Non-linear dimensionality reduction techniques for classification and visualization. [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:645-651 [Conf]
  14. Carlotta Domeniconi, Dimitrios Gunopulos
    Adaptive Nearest Neighbor Classification Using Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:665-672 [Conf]
  15. Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos
    An Adaptive Metric Machine for Pattern Classification. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:458-464 [Conf]
  16. Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma
    A Classification Approach for Prediction of Target Events in Temporal Sequences. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:125-137 [Conf]
  17. Carlotta Domeniconi, Dimitrios Gunopulos
    Efficient Local Flexible Nearest Neighbor Classification. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  18. Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma
    Subspace Clustering of High Dimensional Data. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  19. Carlotta Domeniconi, Bojun Yan
    On Error Correlation and Accuracy of Nearest Neighbor Ensemble Classifiers. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  20. Muna Al-Razgan, Carlotta Domeniconi
    Weighted Clustering Ensembles. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  21. Daniel Barbará, Carlotta Domeniconi, Ning Kang
    Classifying Documents Without Labels. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  22. Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi
    Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes. [Citation Graph (0, 30)][DBLP]
    SIGMOD Conference, 2000, pp:463-474 [Conf]
  23. Carlotta Domeniconi, Dimitrios Gunopulos
    An Efficient Density-based Approach for Data Mining Tasks. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2004, v:6, n:6, pp:750-770 [Journal]
  24. Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos
    Locally Adaptive Metric Nearest-Neighbor Classification. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2002, v:24, n:9, pp:1281-1285 [Journal]
  25. Peng Zhang, Jing Peng, Carlotta Domeniconi
    Kernel pooled local subspaces for classification. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2005, v:35, n:3, pp:489-502 [Journal]
  26. Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi
    Selectivity estimators for multidimensional range queries over real attributes. [Citation Graph (0, 0)][DBLP]
    VLDB J., 2005, v:14, n:2, pp:137-154 [Journal]
  27. Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos
    Locally adaptive metrics for clustering high dimensional data. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2007, v:14, n:1, pp:63-97 [Journal]

  28. On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking. [Citation Graph (, )][DBLP]


  29. Using Wikipedia for Co-clustering Based Cross-Domain Text Classification. [Citation Graph (, )][DBLP]


  30. Detecting Suspicious Behavior in Surveillance Images. [Citation Graph (, )][DBLP]


  31. Projective Clustering Ensembles. [Citation Graph (, )][DBLP]


  32. Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge. [Citation Graph (, )][DBLP]


  33. Regression Databases: Probabilistic Querying Using Sparse Learning Sets. [Citation Graph (, )][DBLP]


  34. Building semantic kernels for text classification using wikipedia. [Citation Graph (, )][DBLP]


  35. Topic Significance Ranking of LDA Generative Models. [Citation Graph (, )][DBLP]


  36. Latent Dirichlet Bayesian Co-Clustering. [Citation Graph (, )][DBLP]


  37. Nonparametric Bayesian Clustering Ensembles. [Citation Graph (, )][DBLP]


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