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» Probabilistic models for pattern statistics
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108
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KDD
1999
ACM
193views Data Mining» more  KDD 1999»
15 years 5 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
124
Voted
DEBU
2006
163views more  DEBU 2006»
15 years 1 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,...
74
Voted
CPM
2008
Springer
112views Combinatorics» more  CPM 2008»
15 years 2 months ago
Probabilistic Arithmetic Automata and Their Application to Pattern Matching Statistics
Tobias Marschall, Sven Rahmann
125
Voted
MCS
2004
Springer
15 years 6 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
102
Voted
EMNLP
2006
15 years 2 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