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» A Partial-Repeatability Approach to Data Mining
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PAKDD
2005
ACM
180views Data Mining» more  PAKDD 2005»
15 years 10 months ago
Conditional Random Fields for Transmembrane Helix Prediction
Abstract. It is estimated that 20% of genes in the human genome encode for integral membrane proteins (IMPs) and some estimates are much higher. IMPs control a broad range of event...
Lior Lukov, Sanjay Chawla, W. Bret Church
PAKDD
2005
ACM
134views Data Mining» more  PAKDD 2005»
15 years 10 months ago
Improved Bayesian Spam Filtering Based on Co-weighted Multi-area Information
Abstract. Bayesian spam filters, in general, compute probability estimations for tokens either without considering the email areas of occurrences except the body or treating the s...
Raju Shrestha, Yaping Lin
156
Voted
KDD
2004
ACM
173views Data Mining» more  KDD 2004»
15 years 10 months ago
Collaborative Quality Filtering: Establishing Consensus or Recovering Ground Truth?
We present a algorithm based on factor analysis for performing collaborative quality filtering (CQF). Unlike previous approaches to CQF, which estimate the consensus opinion of a...
Jonathan Traupman, Robert Wilensky
132
Voted
PAKDD
2004
ACM
183views Data Mining» more  PAKDD 2004»
15 years 10 months ago
Constraint-Based Graph Clustering through Node Sequencing and Partitioning
This paper proposes a two-step graph partitioning method to discover constrained clusters with an objective function that follows the well-known minmax clustering principle. Compar...
Yu Qian, Kang Zhang, Wei Lai
ICDM
2003
IEEE
148views Data Mining» more  ICDM 2003»
15 years 10 months ago
Inference of Protein-Protein Interactions by Unlikely Profile Pair
We note that a set of statistically “unusual” proteinprofile pairs in experimentally determined database of protein-protein interactions can typify protein-protein interaction...
Byung-Hoon Park, George Ostrouchov, Gong-Xin Yu, A...