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KDD
2006
ACM
122views Data Mining» more  KDD 2006»
14 years 10 months ago
Tensor-CUR decompositions for tensor-based data
Motivated by numerous applications in which the data may be modeled by a variable subscripted by three or more indices, we develop a tensor-based extension of the matrix CUR decom...
Michael W. Mahoney, Mauro Maggioni, Petros Drineas
ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
14 years 4 months ago
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
Recommender systems based on collaborative filtering predict user preferences for products or services by learning past user-item relationships. A predominant approach to collabo...
Robert M. Bell, Yehuda Koren
DSRT
2005
IEEE
14 years 3 months ago
Collaborative Visualization: A Review and Taxonomy
We present a brief review of 42 collaborative visualization systems, grouped into four application areas: collaborative problem-solving environments, virtual reality environments,...
Ian J. Grimstead, David W. Walker, Nick J. Avis
HICSS
2005
IEEE
115views Biometrics» more  HICSS 2005»
14 years 3 months ago
Exploring the Psychological Determinants of Perceived Ease of Use and Usefulness
The question of why individuals adopt a particular information system is an important issue in IS research. While extensive prior research has established that the Technology Acce...
Bryan A. Reinicke, George M. Marakas
AI
2005
Springer
14 years 3 months ago
SWAMI: Searching the Web Using Agents with Mobility and Intelligence
The rapid growth of the World Wide Web has complicated the process of web browsing by providing an overwhelming wealth of choices for the end user. To alleviate this burden, intell...
Mark Kilfoil, Ali A. Ghorbani