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Carlotta Domeniconi

Papers on DiSC'03


Non-Linear Dimensionality Reduction Techniques for Classification and Visualization

Publications


Note: Links lead to the DBLP on the Web.

Carlotta Domeniconi

8 Michail Vlachos , Carlotta Domeniconi, Dimitrios Gunopulos , George Kollios , Nick Koudas : Non-linear dimensionality reduction techniques for classification and visualization. KDD 2002 : 645-651

7 Carlotta Domeniconi, Chang-Shing Perng , Ricardo Vilalta , Sheng Ma : A Classification Approach for Prediction of Target Events in Temporal Sequences. PKDD 2002 : 125-137

6 Carlotta Domeniconi, Jing Peng , Dimitrios Gunopulos : Locally Adaptive Metric Nearest-Neighbor Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (9): 1281-1285 (2002)

5 Carlotta Domeniconi, Dimitrios Gunopulos : Incremental Support Vector Machine Construction. ICDM 2001 : 589-592

4 Carlotta Domeniconi, Dimitrios Gunopulos : An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. ICML 2001 : 98-105

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




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