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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Bayesian Maximum Margin Principal Component Analysis
    8 years 7 months ago
    Bayesian Maximum Margin Principal Component Analysis
    Download  www.researchgate.net
    Supervised dimensionality reduction has shown great advantages in finding predictive subspaces. Previous methods rarely consider the popular maximum margin principle and are pron...
    Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi...
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Strategic Voting and Strategic Candidacy
    8 years 7 months ago
    Strategic Voting and Strategic Candidacy
    Download  www.cs.cmu.edu
    Models of strategic candidacy analyze the incentives of candidates to run in an election. Most work on this topic assumes that strategizing only takes place among candidates, wher...
    Markus Brill, Vincent Conitzer
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    AAAI
    2015
    12views Intelligent Agents» more  AAAI 2015»
    Using Qualitative Spatial Logic for Validating Crowd-Sourced Geospatial Data
    8 years 7 months ago
    Using Qualitative Spatial Logic for Validating Crowd-Sourced Geospatial Data
    Download  www.cs.nott.ac.uk
    We describe a tool, MatchMaps, that generates sameAs and partOf matches between spatial objects (such as shops, shopping centres, etc.) in crowd-sourced and authoritative geospati...
    Heshan Du, Hai H. Nguyen, Natasha Alechina, Brian ...
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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment
    8 years 7 months ago
    Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment
    Download  www.aaai.org
    The success of applying policy gradient reinforcement learning (RL) to difficult control tasks hinges crucially on the ability to determine a sensible initialization for the poli...
    Haitham Bou-Ammar, Eric Eaton, Paul Ruvolo, Matthe...
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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach
    8 years 7 months ago
    Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach
    Download  lig-membres.imag.fr
    In this paper we model the problem of data linkage in Linked Data as a reasoning problem on possibly decentralized data. We describe a novel import-by-query algorithm that alterna...
    Mustafa Al-Bakri, Manuel Atencia, Steffen Lalande,...
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Disco
    8 years 7 months ago
    Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Disco
    Download  people.ee.duke.edu
    Diseases such as autism, cardiovascular disease, and the autoimmune disorders are difficult to treat because of the remarkable degree of variation among affected individuals. Sub...
    Peter Schulam, Fredrick Wigley, Suchi Saria
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding
    8 years 7 months ago
    A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding
    Download  www.cs.bham.ac.uk
    Object recognition systems can be unreliable when run in isolation depending on only image based features, but their performance can be improved when taking scene context into acc...
    Akshaya Thippur, Chris Burbridge, Lars Kunze, Mari...
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    AAAI
    2015
    12views Intelligent Agents» more  AAAI 2015»
    Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization
    8 years 7 months ago
    Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization
    Download  www.irit.fr
    This paper raises the question of collective decision making under possibilistic uncertainty; We study four egalitarian decision rules and show that in the context of a possibilis...
    Nahla Ben Amor, Fatma Essghaier, Hélè...
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population
    8 years 7 months ago
    A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population
    Download  lcm.csa.iisc.ernet.in
    Increased interest in web-based education has spurred the proliferation of online learning environments. However, these platforms suffer from high dropout rates due to lack of su...
    Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmaly...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Embedded Unsupervised Feature Selection
    8 years 7 months ago
    Embedded Unsupervised Feature Selection
    Download  www.public.asu.edu
    Sparse learning has been proven to be a powerful technique in supervised feature selection, which allows to embed feature selection into the classification (or regression) proble...
    Suhang Wang, Jiliang Tang, Huan Liu
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