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INFOCOM
2010
IEEE
13 years 9 months ago
Pattern Mutation in Wireless Sensor Deployment
—In this paper, we study the optimal deployment pattern problem in wireless sensor networks (WSNs). We propose a new set of patterns, particularly when sensors’ communication r...
Xiaole Bai, Ziqiu Yun, Dong Xuan, Weijia Jia, Wei ...
KDD
2007
ACM
206views Data Mining» more  KDD 2007»
14 years 11 months ago
Automatic labeling of multinomial topic models
Multinomial distributions over words are frequently used to model topics in text collections. A common, major challenge in applying all such topic models to any text mining proble...
Qiaozhu Mei, Xuehua Shen, ChengXiang Zhai
KDD
2004
ACM
164views Data Mining» more  KDD 2004»
14 years 11 months ago
Ordering patterns by combining opinions from multiple sources
Pattern ordering is an important task in data mining because the number of patterns extracted by standard data mining algorithms often exceeds our capacity to manually analyze the...
Pang-Ning Tan, Rong Jin
ICDM
2005
IEEE
146views Data Mining» more  ICDM 2005»
14 years 4 months ago
Merging Interface Schemas on the Deep Web via Clustering Aggregation
We consider the problem of integrating a large number of interface schemas over the Deep Web, The scale of the problem and the diversity of the sources present serious challenges ...
Wensheng Wu, AnHai Doan, Clement T. Yu
SDM
2007
SIAM
167views Data Mining» more  SDM 2007»
14 years 17 days ago
Bandits for Taxonomies: A Model-based Approach
We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
Sandeep Pandey, Deepak Agarwal, Deepayan Chakrabar...