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» Generating models for temporal representations
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146
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MEMOCODE
2003
IEEE
15 years 9 months ago
LOTOS Code Generation for Model Checking of STBus Based SoC: the STBus interconnect
In the design process of SoC (System on Chip), validation is one of the most critical and costly activity. The main problem for industrial companies like STMicroelectronics, stand...
Pierre Wodey, Geoffrey Camarroque, Fabrice Baray, ...
151
Voted
KDD
2008
ACM
217views Data Mining» more  KDD 2008»
16 years 4 months ago
Stream prediction using a generative model based on frequent episodes in event sequences
This paper presents a new algorithm for sequence prediction over long categorical event streams. The input to the algorithm is a set of target event types whose occurrences we wis...
Srivatsan Laxman, Vikram Tankasali, Ryen W. White
120
Voted
ICML
2007
IEEE
16 years 4 months ago
Two-view feature generation model for semi-supervised learning
We consider a setting for discriminative semisupervised learning where unlabeled data are used with a generative model to learn effective feature representations for discriminativ...
Rie Kubota Ando, Tong Zhang
144
Voted
KDD
2009
ACM
168views Data Mining» more  KDD 2009»
16 years 4 months ago
Sustainable operation and management of data center chillers using temporal data mining
Motivation: Data centers are a critical component of modern IT infrastructure but are also among the worst environmental offenders through their increasing energy usage and the re...
Debprakash Patnaik, Manish Marwah, Ratnesh K. Shar...
132
Voted
TCS
2008
15 years 3 months ago
On temporal logic constraint solving for analyzing numerical data time series
Temporal logics and model-checking have proved successful to respectively express biological properties of complex biochemical systems, and automatically verify their satisfaction...
François Fages, Aurélien Rizk