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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence
    8 years 6 months ago
    Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence
    Download  mllab.csa.iisc.ernet.in
    Commenting is a popular facility provided by news sites. Analyzing such user-generated content has recently attracted research interest. However, in multilingual societies such as...
    Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal,...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Discretization of Temporal Models with Application to Planning with SMT
    8 years 6 months ago
    Discretization of Temporal Models with Application to Planning with SMT
    Download  users.ics.aalto.fi
    The problem of planning or discrete control for timed system has earlier been solved with various constraint-based solution methods, including Constraint Programming, SAT solvers,...
    Jussi Rintanen
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    An Axiomatic Approach to Link Prediction
    8 years 6 months ago
    An Axiomatic Approach to Link Prediction
    Download  www.cs.huji.ac.il
    Link prediction functions are important tools that are used to predict the evolution of a network, to locate hidden or surprising links, and to recommend new connections that shou...
    Sara Cohen, Aviv Zohar
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    A Graphical Representation for Games in Partition Function Form
    8 years 6 months ago
    A Graphical Representation for Games in Partition Function Form
    Download  www.cs.ox.ac.uk
    We propose a novel representation for coalitional games with externalities, called Partition Decision Trees. This representation is based on rooted directed trees, where non-leaf ...
    Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, M...
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Dialogue Understanding in a Logic of Action and Belief
    8 years 6 months ago
    Dialogue Understanding in a Logic of Action and Belief
    Download  www.isle.org
    In recent work, Langley et al. (2014) introduced UMBRA, a system for plan and dialogue understanding. The program applies a form of abductive inference to generate explanations in...
    Alfredo Gabaldon, Pat Langley
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System
    8 years 6 months ago
    Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System
    Download  www.cs.cmu.edu
    We consider the problem of identifying discrepancies between training and test data which are responsible for the reduced performance of a classification system. Intended for use...
    Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction
    8 years 6 months ago
    Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction
    Download  www.cs.uic.edu
    Existing approaches to active learning are generally optimistic about their certainty with respect to data shift between labeled and unlabeled data. They assume that unknown datap...
    Anqi Liu, Lev Reyzin, Brian D. Ziebart
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Learning Partial Lexicographic Preference Trees over Combinatorial Domains
    8 years 6 months ago
    Learning Partial Lexicographic Preference Trees over Combinatorial Domains
    Download  cs.uky.edu
    We introduce partial lexicographic preference trees (PLPtrees) as a formalism for compact representations of preferences over combinatorial domains. Our main results concern the p...
    Xudong Liu, Miroslaw Truszczynski
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Robustness in Probabilistic Temporal Planning
    8 years 6 months ago
    Robustness in Probabilistic Temporal Planning
    Download  www.cs.hmc.edu
    Flexibility in agent scheduling increases the resilience of temporal plans in the face of new constraints. However, current metrics of flexibility ignore domain knowledge about h...
    Jeb Brooks, Emilia Reed, Alexander Gruver, James C...
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regres
    8 years 6 months ago
    Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regres
    Download  www.qrg.northwestern.edu
    Fast and efficient learning over large bodies of commonsense knowledge is a key requirement for cognitive systems. Semantic web knowledge bases provide an important new resource o...
    Chen Liang, Kenneth D. Forbus
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