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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    Limitations of Front-To-End Bidirectional Heuristic Search
    8 years 3 months ago
    Limitations of Front-To-End Bidirectional Heuristic Search
    Download  content.jbarker.net
    We present an intuitive explanation for the limited effectiveness of front-to-end bidirectional heuristic search, supported with extensive evidence from many commonly-studied doma...
    Joseph Kelly Barker, Richard E. Korf
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Pareto Ensemble Pruning
    8 years 3 months ago
    Pareto Ensemble Pruning
    Download  cs.nju.edu.cn
    Ensemble learning is among the state-of-the-art learning techniques, which trains and combines many base learners. Ensemble pruning removes some of the base learners of an ensembl...
    Chao Qian, Yang Yu, Zhi-Hua Zhou
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    AAAI
    2015
    13views Intelligent Agents» more  AAAI 2015»
    Representing Aggregators in Relational Probabilistic Models
    8 years 3 months ago
    Representing Aggregators in Relational Probabilistic Models
    Download  www.cs.ubc.ca
    We consider the problem of, given a probabilistic model on a set of random variables, how to add a new variable that depends on the other variables, without changing the original ...
    David Buchman, David Poole
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Do Capacity Constraints Constrain Coalitions?
    8 years 3 months ago
    Do Capacity Constraints Constrain Coalitions?
    Download  ofirgeri.net
    We study strong equilibria in symmetric capacitated costsharing games. In these games, a graph with designated source s and sink t is given, and each edge is associated with some ...
    Michal Feldman, Ofir Geri
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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 3 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 3 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 3 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 3 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 3 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 3 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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