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AIRS
2004
Springer
15 years 10 months ago
Document Clustering Using Linear Partitioning Hyperplanes and Reallocation
This paper presents a novel algorithm for document clustering based on a combinatorial framework of the Principal Direction Divisive Partitioning (PDDP) algorithm [1] and a simpli...
Canasai Kruengkrai, Virach Sornlertlamvanich, Hito...
JMLR
2008
148views more  JMLR 2008»
15 years 4 months ago
Linear-Time Computation of Similarity Measures for Sequential Data
Efficient and expressive comparison of sequences is an essential procedure for learning with sequential data. In this article we propose a generic framework for computation of sim...
Konrad Rieck, Pavel Laskov
IFM
2004
Springer
175views Formal Methods» more  IFM 2004»
15 years 10 months ago
State/Event-Based Software Model Checking
Abstract. We present a framework for model checking concurrent software systems which incorporates both states and events. Contrary to other state/event approaches, our work also i...
Sagar Chaki, Edmund M. Clarke, Joël Ouaknine,...
JMLR
2012
13 years 7 months ago
Metric and Kernel Learning Using a Linear Transformation
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
Prateek Jain, Brian Kulis, Jason V. Davis, Inderji...
LOPSTR
2004
Springer
15 years 10 months ago
On Termination of Binary CLP Programs
Abstract. Termination of binary CLP programs has recently become an important question in the termination analysis community. The reason for this is due to that a number of approac...
Alexander Serebrenik, Frédéric Mesna...