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» Large Scale Data Mining: Challenges and Responses
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KDD
2008
ACM
150views Data Mining» more  KDD 2008»
16 years 6 months ago
Hypergraph spectral learning for multi-label classification
A hypergraph is a generalization of the traditional graph in which the edges are arbitrary non-empty subsets of the vertex set. It has been applied successfully to capture highord...
Liang Sun, Shuiwang Ji, Jieping Ye
KDD
2007
ACM
139views Data Mining» more  KDD 2007»
16 years 6 months ago
Raising the baseline for high-precision text classifiers
Many important application areas of text classifiers demand high precision and it is common to compare prospective solutions to the performance of Naive Bayes. This baseline is us...
Aleksander Kolcz, Wen-tau Yih
KDD
2009
ACM
223views Data Mining» more  KDD 2009»
16 years 6 months ago
Collaborative filtering with temporal dynamics
Customer preferences for products are drifting over time. Product perception and popularity are constantly changing as new selection emerges. Similarly, customer inclinations are ...
Yehuda Koren
CIBCB
2006
IEEE
16 years 3 days ago
A Systematic Computational Approach for Transcription Factor Target Gene Prediction
— Computational prediction of transcription factor’s binding sites and regulatory target genes has great value to the biological studies of cellular process. Existing practices...
Ji He, Xinbin Dai, Xuechun Zhao
ICMCS
2006
IEEE
99views Multimedia» more  ICMCS 2006»
16 years 2 days ago
Efficient Search in P2P-based Video-on-Demand Streaming Service
— Providing video-on-demand streaming service to a large population of clients using peer-to-peer approach is drawing great interest recently. Since clients’ demands are asynch...
Huicheng Chi, Qian Zhang