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ECAI
2000
Springer
14 years 2 months ago
Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...
Marco Gori, Paolo Frasconi, Alessandro Sperduti
RSCTC
2000
Springer
126views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Evolutionary Parsing for a Probabilistic Context Free Grammar
Abstract. Classic parsing methods are based on complete search techniques to find the different interpretations of a sentence. However, the size of the search space increases expon...
Lourdes Araujo
ICCAD
1995
IEEE
127views Hardware» more  ICCAD 1995»
14 years 2 months ago
Hybrid decision diagrams
Abstract: Functions that map boolean vectors into the integers are important for the design and veri cation of arithmetic circuits. MTBDDs and BMDs have been proposed for represent...
Edmund M. Clarke, Masahiro Fujita, Xudong Zhao
ATVA
2008
Springer
143views Hardware» more  ATVA 2008»
14 years 28 days ago
Automating Algebraic Specifications of Non-freely Generated Data Types
Abstract. Non-freely generated data types are widely used in case studies carried out in the theorem prover KIV. The most common examples are stores, sets and arrays. We present an...
Andriy Dunets, Gerhard Schellhorn, Wolfgang Reif
COCOON
2008
Springer
14 years 22 days ago
Quasi-bicliques: Complexity and Binding Pairs
Abstract. Protein-protein interactions (PPIs) are one of the most important mechanisms in cellular processes. To model protein interaction sites, recent studies have suggested to f...
Xiaowen Liu, Jinyan Li, Lusheng Wang