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    IJCAI
    2007
    148views Artificial Intelligence» more  IJCAI 2007»
    Recursive Random Fields
    14 years 18 days ago
    Recursive Random Fields
    Download  www.cs.washington.edu
    A formula in first-order logic can be viewed as a tree, with a logical connective at each node, and a knowledge base can be viewed as a tree whose root is a conjunction. Markov l...
    Daniel Lowd, Pedro Domingos
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    IJCAI
    2007
    195views Artificial Intelligence» more  IJCAI 2007»
    Fault-Model-Based Test Generation for Embedded Software
    14 years 18 days ago
    Fault-Model-Based Test Generation for Embedded Software
    Download  mqm.in.tum.de
    Testing embedded software systems on the control units of vehicles is a safety-relevant task, and developing the test suites for performing the tests on test benches is time-consu...
    Michael Esser, Peter Struss
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    IJCAI
    2007
    225views Artificial Intelligence» more  IJCAI 2007»
    Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences
    14 years 18 days ago
    Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences
    Download  manip.crhc.uiuc.edu
    The PDDL3 specifications include soft goals and trajectory constraints for distinguishing highquality plans among the many feasible plans in a solution space. To reduce the compl...
    Chih-Wei Hsu, Benjamin W. Wah, Ruoyun Huang, Yixin...
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    IJCAI
    2007
    154views Artificial Intelligence» more  IJCAI 2007»
    A Hybridized Planner for Stochastic Domains
    14 years 18 days ago
    A Hybridized Planner for Stochastic Domains
    Download  www.ijcai.org
    Markov Decision Processes are a powerful framework for planning under uncertainty, but current algorithms have difficulties scaling to large problems. We present a novel probabil...
    Mausam, Piergiorgio Bertoli, Daniel S. Weld
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    IJCAI
    2007
    142views Artificial Intelligence» more  IJCAI 2007»
    Multi-Document Summarization by Maximizing Informative Content-Words
    14 years 18 days ago
    Multi-Document Summarization by Maximizing Informative Content-Words
    Download  research.microsoft.com
    We show that a simple procedure based on maximizing the number of informative content-words can produce some of the best reported results for multi-document summarization. We fir...
    Wen-tau Yih, Joshua Goodman, Lucy Vanderwende, His...
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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    All Common Subsequences
    14 years 18 days ago
    All Common Subsequences
    Download  www.ijcai.org
    Time series data abounds in real world problems. Measuring the similarity of time series is a key to solving these problems. One state of the art measure is the longest common sub...
    Hui Wang
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    IJCAI
    2007
    127views Artificial Intelligence» more  IJCAI 2007»
    Interactive Clustering of Text Collections According to a User-Specified Criterion
    14 years 18 days ago
    Interactive Clustering of Text Collections According to a User-Specified Criterion
    Download  www.cs.umass.edu
    Ron Bekkerman, Hema Raghavan, James Allan, Koji Eg...
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    IJCAI
    2007
    147views Artificial Intelligence» more  IJCAI 2007»
    On Modeling Multiagent Task Scheduling as a Distributed Constraint Optimization Problem
    14 years 18 days ago
    On Modeling Multiagent Task Scheduling as a Distributed Constraint Optimization Problem
    Download  www.ijcai.org
    This paper investigates how to represent and solve multiagent task scheduling as a Distributed Constraint Optimization Problem (DCOP). Recently multiagent researchers have adopted...
    Evan Sultanik, Pragnesh Jay Modi, William C. Regli
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    IJCAI
    2007
    186views Artificial Intelligence» more  IJCAI 2007»
    Automated Design of Multistage Mechanisms
    14 years 18 days ago
    Automated Design of Multistage Mechanisms
    Download  www.cs.cmu.edu
    Mechanism design is the study of preference aggregation protocols that work well in the face of self-interested agents. We present the first general-purpose techniques for automa...
    Tuomas Sandholm, Vincent Conitzer, Craig Boutilier
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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    Constructing New and Better Evaluation Measures for Machine Learning
    14 years 18 days ago
    Constructing New and Better Evaluation Measures for Machine Learning
    Download  www.csd.uwo.ca
    Evaluation measures play an important role in machine learning because they are used not only to compare different learning algorithms, but also often as goals to optimize in cons...
    Jin Huang, Charles X. Ling
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