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PAKDD
2007
ACM
128views Data Mining» more  PAKDD 2007»
15 years 6 months ago
Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal
Recent work shows that Support vector machines (SVMs) can be solved efficiently in the primal. This paper follows this line of research and shows how to build sparse support vector...
Liefeng Bo, Ling Wang, Licheng Jiao
90
Voted
SEMWEB
2007
Springer
15 years 6 months ago
Ontology-Driven Management of Semantic Spaces
Recent work in the field of middleware technology proposes semantic spaces as a tool for coping with the scalability, heterogeneity and dynamism issues arising in large scale dist...
Reto Krummenacher
EVOW
2005
Springer
15 years 6 months ago
A Multistage Approach to Cooperatively Coevolving Feature Construction and Object Detection
In previous work, we showed how cooperative coevolution could be used to evolve both the feature construction stage and the classification stage of an object detection algorithm. ...
Mark E. Roberts, Ela Claridge
92
Voted
CIVR
2004
Springer
154views Image Analysis» more  CIVR 2004»
15 years 6 months ago
Content-Based Image Retrieval and Characterization on Specific Web Collections
One of the challenges in image and video retrieval is the content-based retrieval of images and videos in the web. Less work has been done in this area, mainly due to scalability i...
Ricardo A. Baeza-Yates, Javier Ruiz-del-Solar, Rod...
106
Voted
EUROPAR
2004
Springer
15 years 6 months ago
From Heterogeneous Task Scheduling to Heterogeneous Mixed Parallel Scheduling
Abstract. Mixed-parallelism, the combination of data- and taskparallelism, is a powerful way of increasing the scalability of entire classes of parallel applications on platforms c...
Frédéric Suter, Frederic Desprez, He...