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» Improving the SLA Algorithm Using Association Rules
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81
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CLEF
2006
Springer
15 years 4 months ago
Statistical vs. Rule-Based Stemming for Monolingual French Retrieval
This paper describes our approach to the 2006 Adhoc Monolingual Information Retrieval run for French. The goal of our experiment was to compare the performance of a proposed stati...
Prasenjit Majumder, Mandar Mitra, Kalyankumar Datt...
80
Voted
AIR
2000
91views more  AIR 2000»
15 years 13 days ago
PlanMine: Predicting Plan Failures Using Sequence Mining
This paper presents the PLANMINE sequence mining algorithm to extract patterns of events that predict failures in databases of plan executions. New techniques were needed because p...
Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara
102
Voted
APWEB
2005
Springer
15 years 6 months ago
A Fast Algorithm for Mining Share-Frequent Itemsets
Itemset share has been proposed as a measure of the importance of itemsets for mining association rules. The value of the itemset share can provide useful information such as total...
Yu-Chiang Li, Jieh-Shan Yeh, Chin-Chen Chang
NECO
2007
150views more  NECO 2007»
15 years 2 days ago
Reinforcement Learning, Spike-Time-Dependent Plasticity, and the BCM Rule
Learning agents, whether natural or artificial, must update their internal parameters in order to improve their behavior over time. In reinforcement learning, this plasticity is ...
Dorit Baras, Ron Meir
89
Voted
GECCO
2005
Springer
139views Optimization» more  GECCO 2005»
15 years 6 months ago
Use of a genetic algorithm in brill's transformation-based part-of-speech tagger
The tagging problem in natural language processing is to find a way to label every word in a text as a particular part of speech, e.g., proper noun. An effective way of solving th...
Garnett Carl Wilson, Malcolm I. Heywood