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KDD
2009
ACM
230views Data Mining» more  KDD 2009»
15 years 9 months ago
Grouped graphical Granger modeling methods for temporal causal modeling
We develop and evaluate an approach to causal modeling based on time series data, collectively referred to as“grouped graphical Granger modeling methods.” Graphical Granger mo...
Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Ros...
134
Voted
PERCOM
2006
ACM
16 years 4 months ago
Pushing Doors for Modeling Contexts with OWL DL a Case Study
In this paper we present an integrated view for modeling and reasoning for context applications using OWL DL. In our case study, we describe a task driven approach to model typica...
Anni-Yasmin Turhan, Thomas Springer, Michael Berge...
128
Voted
EMNLP
2007
15 years 6 months ago
Structured Prediction Models via the Matrix-Tree Theorem
This paper provides an algorithmic framework for learning statistical models involving directed spanning trees, or equivalently non-projective dependency structures. We show how p...
Terry Koo, Amir Globerson, Xavier Carreras, Michae...
ICMLA
2007
15 years 6 months ago
Control of a re-entrant line manufacturing model with a reinforcement learning approach
This paper presents the application of a reinforcement learning (RL) approach for the near-optimal control of a re-entrant line manufacturing (RLM) model. The RL approach utilizes...
José A. Ramírez-Hernández, Em...
127
Voted
ASPDAC
2010
ACM
137views Hardware» more  ASPDAC 2010»
15 years 2 months ago
Managing verification error traces with bounded model debugging
Managing long verification error traces is one of the key challenges of automated debugging engines. Today, debuggers rely on the iterative logic array to model sequential behavior...
Sean Safarpour, Andreas G. Veneris, Farid N. Najm