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» On the Generation of Spatiotemporal Datasets
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TSP
2008
173views more  TSP 2008»
14 years 10 months ago
Gaussian Mixture Modeling by Exploiting the Mahalanobis Distance
In this paper, the expectation-maximization (EM) algorithm for Gaussian mixture modeling is improved via three statistical tests. The first test is a multivariate normality criteri...
Dimitrios Ververidis, Constantine Kotropoulos
116
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JIIS
2002
168views more  JIIS 2002»
14 years 10 months ago
Hidden Markov Models for Text Categorization in Multi-Page Documents
In the traditional setting, text categorization is formulated as a concept learning problem where each instance is a single isolated document. However, this perspective is not appr...
Paolo Frasconi, Giovanni Soda, Alessandro Vullo
85
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JMLR
2002
102views more  JMLR 2002»
14 years 10 months ago
Optimal Structure Identification With Greedy Search
In this paper we prove the so-called "Meek Conjecture". In particular, we show that if a DAG H is an independence map of another DAG G, then there exists a finite sequen...
David Maxwell Chickering
89
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PE
2007
Springer
100views Optimization» more  PE 2007»
14 years 10 months ago
Remote analysis of a distributed WLAN using passive wireless-side measurement
This paper presents network traffic measurements from a campus-wide wireless LAN (WLAN), with the data collected using remote passive wireless-side measurement. We used commercia...
Aniket Mahanti, Carey L. Williamson, Martin F. Arl...
112
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TEC
2008
135views more  TEC 2008»
14 years 10 months ago
Evolving Output Codes for Multiclass Problems
In this paper, we propose an evolutionary approach to the design of output codes for multiclass pattern recognition problems. This approach has the advantage of taking into account...
Nicolás García-Pedrajas, Colin Fyfe