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CORR
2011
Springer
160views Education» more  CORR 2011»
12 years 8 months ago
Compositional Model Repositories via Dynamic Constraint Satisfaction with Order-of-Magnitude Preferences
The predominant knowledge-based approach to automated model construction, compositional modelling, employs a set of models of particular functional components. Its inference mecha...
Jeroen Keppens, Qiang Shen
CORR
2011
Springer
166views Education» more  CORR 2011»
12 years 8 months ago
A Personalized System for Conversational Recommendations
Searching for and making decisions about information is becoming increasingly difficult as the amount of information and number of choices increases. Recommendation systems help ...
Mehmet H. Göker, Pat Langley, Cynthia A. Thom...
CORR
2011
Springer
142views Education» more  CORR 2011»
12 years 8 months ago
Taming Numbers and Durations in the Model Checking Integrated Planning System
The Model Checking Integrated Planning System (MIPS) has shown distinguished performance in the second and third international planning competitions. With its object-oriented fram...
Stefan Edelkamp
CORR
2011
Springer
204views Education» more  CORR 2011»
12 years 8 months ago
Decentralized Supply Chain Formation: A Market Protocol and Competitive Equilibrium Analysis
Supply chain formation is the process of determining the structure and terms of exchange relationships to enable a multilevel, multiagent production activity. We present a simple ...
William E. Walsh, Michael P. Wellman
CORR
2011
Springer
160views Education» more  CORR 2011»
12 years 8 months ago
Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs
Although many algorithms have been designed to construct Bayesian network structures using different approaches and principles, they all employ only two methods: those based on i...
Silvia Acid, Luis M. de Campos
CORR
2011
Springer
193views Education» more  CORR 2011»
12 years 8 months ago
The Rate of Convergence of AdaBoost
The AdaBoost algorithm was designed to combine many “weak” hypotheses that perform slightly better than random guessing into a “strong” hypothesis that has very low error....
Indraneel Mukherjee, Cynthia Rudin, Robert E. Scha...
CORR
2011
Springer
164views Education» more  CORR 2011»
12 years 8 months ago
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
Feng Niu, Benjamin Recht, Christopher Re, Stephen ...
CORR
2011
Springer
133views Education» more  CORR 2011»
12 years 8 months ago
Semantic Inference using Chemogenomics Data for Drug Discovery
Qian Zhu, Yuyin Sun, Sashikiran Challa, Ying Ding,...
CORR
2011
Springer
182views Education» more  CORR 2011»
12 years 8 months ago
Concurrent Auctions Across The Supply Chain
With the recent technological feasibility of electronic commerce over the Internet, much attention has been given to the design of electronic markets for various types of electron...
Moshe Babaioff, Noam Nisan
CORR
2011
Springer
195views Education» more  CORR 2011»
12 years 8 months ago
Collective response of human populations to large-scale emergencies
Despite recent advances in uncovering the quantitative features of stationary human activity patterns, many applications, from pandemic prediction to emergency response, require a...
James P. Bagrow, Dashun Wang, Albert-Lászl&...