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RIDE
1998
IEEE
15 years 7 months ago
A Scalable Approach to Continuous-Media Processing
Techniques that emphasize software reuse and scalability are becoming more important than ever. In this paper we present a component-basedmodel for continuous-mediaapplications. C...
Dragos-Anton Manolescu, Klara Nahrstedt
UM
2005
Springer
15 years 8 months ago
Task-Oriented Web User Modeling for Recommendation
Abstract. We propose an approach for modeling the navigational behavior of Web users based on task-level patterns. The discovered “tasks” are characterized probabilistically as...
Xin Jin, Yanzan Zhou, Bamshad Mobasher
IADIS
2003
15 years 4 months ago
Shorter Time-To-Market Through a Pattern-Driven Architectural Framework
Developing and evolving complex Web-based systems with strict requirement for shorter time-to-market needs good and systematic engineering approaches and especially an elegant way...
Jianyun Zhou, Tor Stålhane
CORR
2010
Springer
77views Education» more  CORR 2010»
15 years 3 months ago
Pattern Classification In Symbolic Streams via Semantic Annihilation of Information
We propose a technique for pattern classification in symbolic streams via selective erasure of observed symbols, in cases where the patterns of interest are represented as Probabil...
Ishanu Chattopadhyay, Yicheng Wen, Asok Ray
JMLR
2010
126views more  JMLR 2010»
14 years 10 months ago
Ultra-high Dimensional Multiple Output Learning With Simultaneous Orthogonal Matching Pursuit: Screening Approach
We propose a novel application of the Simultaneous Orthogonal Matching Pursuit (SOMP) procedure to perform variable selection in ultra-high dimensional multiple output regression ...
Mladen Kolar, Eric P. Xing