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    AAAI
    2015
    19views Intelligent Agents» more  AAAI 2015»
    Existential Rule Languages with Finite Chase: Complexity and Expressiveness
    8 years 8 months ago
    Existential Rule Languages with Finite Chase: Complexity and Expressiveness
    Download  zhang-heng.net
    Finite chase, or alternatively chase termination, is an important condition to ensure the decidability of existential rule languages. In the past few years, a number of rule langu...
    Heng Zhang, Yan Zhang, Jia-Huai You
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Contrastive Unsupervised Word Alignment with Non-Local Features
    8 years 8 months ago
    Contrastive Unsupervised Word Alignment with Non-Local Features
    Download  nlp.csai.tsinghua.edu.cn
    Word alignment is an important natural language processing task that indicates the correspondence between natural languages. Recently, unsupervised learning of log-linear models f...
    Yang Liu, Maosong Sun
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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Consistent Knowledge Discovery from Evolving Ontologies
    8 years 8 months ago
    Consistent Knowledge Discovery from Evolving Ontologies
    Download  homepages.abdn.ac.uk
    Deductive reasoning and inductive learning are the most common approaches for deriving knowledge. In real world applications when data is dynamic and incomplete, especially those ...
    Freddy Lécué, Jeff Z. Pan
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Colorization by Patch-Based Local Low-Rank Matrix Completion
    8 years 8 months ago
    Colorization by Patch-Based Local Low-Rank Matrix Completion
    Download  www.cse.ust.hk
    Colorization aims at recovering the original color of a monochrome image from only a few color pixels. A stateof-the-art approach is based on matrix completion, which assumes that...
    Quanming Yao, James T. Kwok
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Extending Analogical Generalization with Near-Misses
    8 years 8 months ago
    Extending Analogical Generalization with Near-Misses
    Download  www.qrg.northwestern.edu
    Concept learning is a central problem for cognitive systems. Generalization techniques can help organize examples by their commonalities, but comparisons with non-examples, near-m...
    Matthew D. McLure, Scott E. Friedman, Kenneth D. F...
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    AAAI
    2015
    38views Intelligent Agents» more  AAAI 2015»
    Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization
    8 years 8 months ago
    Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization
    Download  www.ida.liu.se
    Reinforcement learning for robot control tasks in continuous environments is a challenging problem due to the dimensionality of the state and action spaces, time and resource cost...
    Olov Andersson, Fredrik Heintz, Patrick Doherty
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    On Computing Explanations in Argumentation
    8 years 8 months ago
    On Computing Explanations in Argumentation
    Download  www.doc.ic.ac.uk
    Argumentation can be viewed as a process of generating explanations. However, existing argumentation semantics are developed for identifying acceptable arguments within a set, rat...
    Xiuyi Fan, Francesca Toni
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments
    8 years 8 months ago
    FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments
    Download  www.cs.cmu.edu
    The preferred treatment for kidney failure is a transplant; however, demand for donor kidneys far outstrips supply. Kidney exchange, an innovation where willing but incompatible p...
    John P. Dickerson, Tuomas Sandholm
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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Burst Time Prediction in Cascades
    8 years 8 months ago
    Burst Time Prediction in Cascades
    Download  faculty.cs.tamu.edu
    Studying the bursty nature of cascades in social media is practically important in many applications such as product sales prediction, disaster relief, and stock market prediction...
    Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zho...
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    AAAI
    2015
    35views Intelligent Agents» more  AAAI 2015»
    Analysis of Equilibria in Iterative Voting Schemes
    8 years 8 months ago
    Analysis of Equilibria in Iterative Voting Schemes
    Download  www.cs.cmu.edu
    Following recent analyses of iterative voting and its effects on plurality vote outcomes, we provide a general characterisation of the set of equilibria attainable by iterative p...
    Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, ...
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