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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Content-Aware Point of Interest Recommendation on Location-Based Social Networks
    9 years 11 months ago
    Content-Aware Point of Interest Recommendation on Location-Based Social Networks
    Download  faculty.cs.tamu.edu
    The rapid urban expansion has greatly extended the physical boundary of users’ living area and developed a large number of POIs (points of interest). POI recommendation is a tas...
    Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu
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    AAAI
    2015
    19views Intelligent Agents» more  AAAI 2015»
    Extracting Bounded-Level Modules from Deductive RDF Triplestores
    9 years 11 months ago
    Extracting Bounded-Level Modules from Deductive RDF Triplestores
    Download  www.lirmm.fr
    We present a novel semantics for extracting bounded-level modules from RDF ontologies and databases augmented with safe inference rules, `a la Datalog. Dealing with a recursive ru...
    Marie-Christine Rousset, Federico Ulliana
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Voting Rules As Error-Correcting Codes
    9 years 11 months ago
    Voting Rules As Error-Correcting Codes
    Download  www.cs.cmu.edu
    We present the first model of optimal voting under adversarial noise. From this viewpoint, voting rules are seen as errorcorrecting codes: their goal is to correct errors in the ...
    Ariel D. Procaccia, Nisarg Shah 0001, Yair Zick
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    AAAI
    2015
    12views Intelligent Agents» more  AAAI 2015»
    When Suboptimal Rules
    9 years 11 months ago
    When Suboptimal Rules
    Download  homedir.jct.ac.il
    This paper represents a paradigm shift in what advice agents should provide people. Contrary to what was previously thought, we empirically show that agents that dispense optimal ...
    Avshalom Elmalech, David Sarne, Avi Rosenfeld, Ede...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Tractable Interval Temporal Propositional and Description Logics
    9 years 11 months ago
    Tractable Interval Temporal Propositional and Description Logics
    Download  www.dcs.bbk.ac.uk
    We design a tractable Horn fragment of the Halpern-Shoham temporal logic and extend it to interval-based temporal description logics, instance checking in which is P-complete for ...
    Alessandro Artale, Roman Kontchakov, Vladislav Ryz...
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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery
    9 years 11 months ago
    Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery
    Download  www.cs.cornell.edu
    Identifying important components or factors in large amounts of noisy data is a key problem in machine learning and data mining. Motivated by a pattern decomposition problem in ma...
    Stefano Ermon, Ronan Le Bras, Santosh K. Suram, Jo...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Automatically Creating a Large Number of New Bilingual Dictionaries
    9 years 11 months ago
    Automatically Creating a Large Number of New Bilingual Dictionaries
    Download  www.cs.uccs.edu
    This paper proposes approaches to automatically create a large number of new bilingual dictionaries for lowresource languages, especially resource-poor and endangered languages, f...
    Khang Nhut Lam, Feras Al Tarouti, Jugal K. Kalita
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Tensor-Variate Restricted Boltzmann Machines
    9 years 11 months ago
    Tensor-Variate Restricted Boltzmann Machines
    Download  prada-research.net
    Restricted Boltzmann Machines (RBMs) are an important class of latent variable models for representing vector data. An under-explored area is multimode data, where each data point...
    Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha...
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    A Novel Neural Topic Model and Its Supervised Extension
    9 years 11 months ago
    A Novel Neural Topic Model and Its Supervised Extension
    Download  www4.comp.polyu.edu.hk
    Topic modeling techniques have the benefits of modeling words and documents uniformly under a probabilistic framework. However, they also suffer from the limitations of sensitivi...
    Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng ...
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    AAAI
    2015
    13views Intelligent Agents» more  AAAI 2015»
    A Probabilistic Model for Bursty Topic Discovery in Microblogs
    9 years 11 months ago
    A Probabilistic Model for Bursty Topic Discovery in Microblogs
    Download  shortext.org
    Bursty topics discovery in microblogs is important for people to grasp essential and valuable information. However, the task is challenging since microblog posts are particularly ...
    Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueq...
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