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» Structure-Preserving Model Reduction
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108
Voted
KDD
2006
ACM
118views Data Mining» more  KDD 2006»
16 years 3 months ago
Reducing the human overhead in text categorization
Many applications in text processing require significant human effort for either labeling large document collections (when learning statistical models) or extrapolating rules from...
Arnd Christian König, Eric Brill
KDD
2005
ACM
118views Data Mining» more  KDD 2005»
16 years 3 months ago
On the use of linear programming for unsupervised text classification
We propose a new algorithm for dimensionality reduction and unsupervised text classification. We use mixture models as underlying process of generating corpus and utilize a novel,...
Mark Sandler
124
Voted
KDD
2004
ACM
164views Data Mining» more  KDD 2004»
16 years 3 months ago
Cluster-based concept invention for statistical relational learning
We use clustering to derive new relations which augment database schema used in automatic generation of predictive features in statistical relational learning. Clustering improves...
Alexandrin Popescul, Lyle H. Ungar
131
Voted
VLSID
2003
IEEE
180views VLSI» more  VLSID 2003»
16 years 3 months ago
Automating Formal Modular Verification of Asynchronous Real-Time Embedded Systems
Most verification tools and methodologies such as model checking, equivalence checking, hardware verification, software verification, and hardware-software coverification often fl...
Pao-Ann Hsiung, Shu-Yu Cheng
134
Voted
CADE
2008
Springer
16 years 3 months ago
Automated Induction with Constrained Tree Automata
We propose a procedure for automated implicit inductive theorem proving for equational specifications made of rewrite rules with conditions and constraints. The constraints are int...
Adel Bouhoula, Florent Jacquemard