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Carlotta Domeniconi
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Publications
- 2009
- [r3]Carlotta Domeniconi, Dimitrios Gunopulos:
Locally Adaptive Techniques for Pattern Classification. Encyclopedia of Data Warehousing and Mining 2009: 1170-1175 - 2008
- [j7]Maria Halkidi, Dimitrios Gunopulos, Michalis Vazirgiannis, Nitin Kumar, Carlotta Domeniconi:
A clustering framework based on subjective and objective validity criteria. ACM Trans. Knowl. Discov. Data 1(4): 4:1-4:25 (2008) - 2007
- [j6]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) - 2005
- [j5]Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng:
Large margin nearest neighbor classifiers. IEEE Trans. Neural Networks 16(4): 899-909 (2005) - [j3]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) - [c20]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 - 2004
- [j2]Carlotta Domeniconi, Dimitrios Gunopulos:
An Efficient Density-based Approach for Data Mining Tasks. Knowl. Inf. Syst. 6(6): 750-770 (2004) - [c15]Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma:
Subspace Clustering of High Dimensional Data. SDM 2004: 517-521 - 2003
- [c13]Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma:
Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003: 35-41 - 2002
- [j1]Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos:
Locally Adaptive Metric Nearest-Neighbor Classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1281-1285 (2002) - [c10]Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas:
Non-linear dimensionality reduction techniques for classification and visualization. KDD 2002: 645-651 - [c8]Carlotta Domeniconi, Dimitrios Gunopulos:
Efficient Local Flexible Nearest Neighbor Classification. SDM 2002: 353-369 - 2001
- [c7]Carlotta Domeniconi, Dimitrios Gunopulos:
Incremental Support Vector Machine Construction. ICDM 2001: 589-592 - [c6]Carlotta Domeniconi, Dimitrios Gunopulos:
An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. ICML 2001: 98-105 - [c5]Carlotta Domeniconi, Dimitrios Gunopulos:
Adaptive Nearest Neighbor Classification Using Support Vector Machines. NIPS 2001: 665-672 - 2000
- [c4]Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng:
Adaptive Metric nearest Neighbor Classification. CVPR 2000: 1517-1522 - [c3]Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos:
An Adaptive Metric Machine for Pattern Classification. NIPS 2000: 458-464 - [c2]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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