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AIIA
2001
Springer
15 years 10 months ago
A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data
– This paper proposes a knowledge-based neurocomputing approach to extract and refine a set of linguistic rules from data. A neural network is designed along with its learning al...
Giovanna Castellano, Anna Maria Fanelli
AIIA
2001
Springer
15 years 10 months ago
A Constraint-Based Architecture for Flexible Support to Activity Scheduling
Abstract. The O-OSCAR software architecture is a problem solving environment for complex scheduling problem that is based on a constraintbased representation. On top of this core r...
Amedeo Cesta, Gabriella Cortellessa, Angelo Oddi, ...
AIIA
2001
Springer
15 years 9 months ago
A New Machine Learning Approach to Fingerprint Classification
We present new fingerprint classification algorithms based on two machine learning approaches: support vector machines (SVMs), and recursive neural networks (RNNs). RNNs are traine...
Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil...
AIIA
2001
Springer
15 years 10 months ago
Wide Coverage Incremental Parsing by Learning Attachment Preferences
This paper presents a novel method for wide coverage parsing using an incremental strategy, which is psycholinguistically motivated. A recursive neural network is trained on treeba...
Fabrizio Costa, Vincenzo Lombardo, Paolo Frasconi,...
AIIA
2001
Springer
15 years 10 months ago
Evaluation Methods for Focused Crawling
The exponential growth of documents available in the World Wide Web makes it increasingly difficult to discover relevant information on a specific topic. In this context, growing ...
Andrea Passerini, Paolo Frasconi, Giovanni Soda