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CONNECTION
2004
71views more  CONNECTION 2004»
15 years 3 months ago
Lack of combinatorial productivity in language processing with simple recurrent networks
An astronomical set of sentences can be produced in natural language by combining relatively simple sentence structures with a human-size lexicon. These sentences are within the ra...
Frank van der Velde, Gwendid T. van der Voort van ...
126
Voted
NCA
2009
IEEE
15 years 10 months ago
Attribute-Based Prevention of Phishing Attacks
Abstract—This paper describes a set of innovative attributebased checks for defending against phishing attacks1 . We explain a number of anti-phishing algorithms implemented as p...
Michael Atighetchi, Partha Pratim Pal
125
Voted
BIBE
2007
IEEE
113views Bioinformatics» more  BIBE 2007»
15 years 10 months ago
Quantitative and Probabilistic Modeling in Pathway Logic
—This paper presents a study of possible extensions of Pathway Logic to represent and reason about semiquantitative and probabilistic aspects of biological processes. The underly...
Alessandro Abate, Yu Bai, Nathalie Sznajder, Carol...
IJCNN
2000
IEEE
15 years 8 months ago
Support Vector Machines Based on a Semantic Kernel for Text Categorization
We propose to solve a text categorization task using a new metric between documents, based on a priori semantic knowledge about words. This metric can be incorporated into the def...
George Siolas, Florence d'Alché-Buc
ICPR
2004
IEEE
16 years 4 months ago
Improvement of Bidirectional Recurrent Neural Network for Learning Long-Term Dependencies
Bidirectional recurrent neural network(BRNN) is a noncausal generalization of recurrent neural network(RNN). It can not learn remote information efficiently due to the problem of ...
Jinmiao Chen, Narendra S. Chaudhari