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» Probabilistic models for pattern statistics
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70
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KDD
1999
ACM
193views Data Mining» more  KDD 1999»
15 years 1 months ago
Data Mining of User Navigation Patterns
Abstract. We propose a data mining model that captures the user navigation behaviour patterns. The user navigation sessions are modelled as a hypertext probabilistic grammar whose ...
José Borges, Mark Levene
DEBU
2006
163views more  DEBU 2006»
14 years 9 months ago
Towards Activity Databases: Using Sensors and Statistical Models to Summarize People's Lives
Automated reasoning about human behavior is a central goal of artificial intelligence. In order to engage and intervene in a meaningful way, an intelligent system must be able to ...
Tanzeem Choudhury, Matthai Philipose, Danny Wyatt,...
56
Voted
CPM
2008
Springer
112views Combinatorics» more  CPM 2008»
14 years 11 months ago
Probabilistic Arithmetic Automata and Their Application to Pattern Matching Statistics
Tobias Marschall, Sven Rahmann
MCS
2004
Springer
15 years 2 months ago
A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles
Abstract. This paper presents a probabilistic model for combining cluster ensembles utilizing information theoretic measures. Starting from a co-association matrix which summarizes...
Hanan Ayad, Otman A. Basir, Mohamed Kamel
EMNLP
2006
14 years 11 months ago
Unsupervised Discovery of a Statistical Verb Lexicon
This paper demonstrates how unsupervised techniques can be used to learn models of deep linguistic structure. Determining the semantic roles of a verb's dependents is an impo...
Trond Grenager, Christopher D. Manning