ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
Text classification categories Web documents in large collections into predefined classes based on their contents. Unfortunately, the classification process can be time-consumi...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
This article addresses collaborative learning in a multiagent system: each agent revises incrementally its beliefs B (a concept representation) to keep it consistent with the whol...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
This paper presents an original dynamic subsumption technique for Boolean CNF formulae. It exploits simple and sufficient conditions to detect, during conflict analysis, clauses...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
Energy-based learning (EBL) is a general framework to describe supervised and unsupervised training methods for probabilistic and non-probabilistic factor graphs. An energy-based ...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
Existing density-based data stream clustering algorithms use a two-phase scheme approach consisting of an online phase, in which raw data is processed to gather summary statistics...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
1 Many applications require integrated access to multiple distributed, autonomous, and often semantically disparate data. Hence there is a need for bridging the semantic gap betwe...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
Evolutionary computation methods have been used to solve several optimization and learning problems. This paper describes an application of evolutionary computation methods to con...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
In this paper, we present a novel framework for machine learning-based cross-media knowledge extraction. The framework is specifically designed to handle documents composed of th...
ICTAI
2009
IEEE
14 years 3 months ago
2009
IEEE
A serious threat to user privacy in new mobile and web2.0 applications stems from ‘social inferences’. These unwanted inferences are related to the users’ identity, current ...