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134
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SDM
2008
SIAM
168views Data Mining» more  SDM 2008»
15 years 5 months ago
Semi-Supervised Clustering via Matrix Factorization
The recent years have witnessed a surge of interests of semi-supervised clustering methods, which aim to cluster the data set under the guidance of some supervisory information. U...
Fei Wang, Tao Li, Changshui Zhang
131
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JAIR
2006
122views more  JAIR 2006»
15 years 3 months ago
Solving Factored MDPs with Hybrid State and Action Variables
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...
Branislav Kveton, Milos Hauskrecht, Carlos Guestri...
145
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JMLR
2006
175views more  JMLR 2006»
15 years 3 months ago
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming
We exploit the biconvex nature of the Euclidean non-negative matrix factorization (NMF) optimization problem to derive optimization schemes based on sequential quadratic and secon...
Matthias Heiler, Christoph Schnörr
133
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PRESENCE
1998
115views more  PRESENCE 1998»
15 years 3 months ago
Human Factors Issues in Virtual Environments: A Review of the Literature
Virtual environments are envisioned as being systems that will enhance the communication between humans and computers. If virtual systems are to be effective and well received by ...
Kay M. Stanney, Ronald R. Mourant, Robert S. Kenne...
142
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HCI
2009
15 years 1 months ago
Implementing Human Factors within the Design Process of Advanced Driver Assistance Systems (ADAS)
This paper introduces our research which aims to develop a design approach for ADAS applications in which human factors (including stakeholder feedback and objective performance me...
Boris van Waterschoot, Mascha van der Voort