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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Leveraging Features and Networks for Probabilistic Tensor Decomposition
    8 years 8 months ago
    Leveraging Features and Networks for Probabilistic Tensor Decomposition
    Download  people.duke.edu
    We present a probabilistic model for tensor decomposition where one or more tensor modes may have sideinformation about the mode entities in form of their features and/or their ad...
    Piyush Rai, Yingjian Wang, Lawrence Carin
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    XPath for DL Ontologies
    8 years 8 months ago
    XPath for DL Ontologies
    Download  homepages.inf.ed.ac.uk
    Applications of description logics (DLs) such as OWL 2 and ontology-based data access (OBDA) require understanding of how to pose database queries over DL knowledge bases. While t...
    Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoc
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    AAAI
    2015
    33views Intelligent Agents» more  AAAI 2015»
    Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies
    8 years 8 months ago
    Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies
    Download  www.ict.griffith.edu.au
    ABox abduction plays an important role in reasoning over description logic (DL) ontologies. However, it does not work with inconsistent DL ontologies. To tackle this problem while...
    Jianfeng Du, Kewen Wang, Yi-Dong Shen
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    AAAI
    2015
    38views Intelligent Agents» more  AAAI 2015»
    Large-Scale Multi-View Spectral Clustering via Bipartite Graph
    8 years 8 months ago
    Large-Scale Multi-View Spectral Clustering via Bipartite Graph
    Download  www.contrib.andrew.cmu.edu
    In this paper, we address the problem of large-scale multi-view spectral clustering. In many real-world applications, data can be represented in various heterogeneous features or ...
    Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang
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    AAAI
    2015
    31views Intelligent Agents» more  AAAI 2015»
    Cupid: Commitments in Relational Algebra
    8 years 8 months ago
    Cupid: Commitments in Relational Algebra
    Download  www.csc.ncsu.edu
    We propose Cupid, a language for specifying commitments that supports their information-centric aspects, and offers crucial benefits. One, Cupid is first-order, enabling a syste...
    Amit K. Chopra, Munindar P. Singh
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Learning Relational Kalman Filtering
    8 years 8 months ago
    Learning Relational Kalman Filtering
    Download  pail.unist.ac.kr
    The Kalman Filter (KF) is pervasively used to control a vast array of consumer, health and defense products. By grouping sets of symmetric state variables, the Relational Kalman F...
    Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Val...
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent
    8 years 8 months ago
    Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent
    Download  orbilu.uni.lu
    Troubles in hearing, comprehension or speech production are common in human conversations, especially if participants of the conversation communicate in a foreign language that th...
    Sviatlana Höhn
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Optimizing Bag Features for Multiple-Instance Retrieval
    8 years 8 months ago
    Optimizing Bag Features for Multiple-Instance Retrieval
    Download  www.ee.columbia.edu
    Multiple-Instance (MI) learning is an important supervised learning technique which deals with collections of instances called bags. While existing research in MI learning mainly ...
    Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Towards User-Adaptive Information Visualization
    8 years 8 months ago
    Towards User-Adaptive Information Visualization
    Download  www.cs.ubc.ca
    This paper summarizes an ongoing multi-year project aiming to uncover knowledge and techniques for devising intelligent environments for user-adaptive visualizations. We ran three...
    Cristina Conati, Giuseppe Carenini, Dereck Toker, ...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Self-Paced Learning for Matrix Factorization
    8 years 8 months ago
    Self-Paced Learning for Matrix Factorization
    Download  www.cs.cmu.edu
    Matrix factorization (MF) has been attracting much attention due to its wide applications. However, since MF models are generally non-convex, most of the existing methods are easi...
    Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu...
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