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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network
    8 years 8 months ago
    Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network
    Download  ir.hit.edu.cn
    Social media platforms are often used by people to express their needs and desires. Such data offer great opportunities to identify users’ consumption intention from user-genera...
    Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities
    8 years 8 months ago
    Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities
    Download  hrilab.tufts.edu
    The ultimate goal of human natural language interaction is to communicate intentions. However, these intentions are often not directly derivable from the semantics of an utterance...
    Tom Williams, Gordon Briggs, Bradley Oosterveld, M...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing
    8 years 8 months ago
    Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing
    Download  www.cs.rochester.edu
    Mental illness is becoming a major plague in modern societies and poses challenges to the capacity of current public health systems worldwide. With the widespread adoption of soci...
    Dawei Zhou, Jiebo Luo, Vincent M. B. Silenzio, Yun...
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    AAAI
    2015
    11views Intelligent Agents» more  AAAI 2015»
    Outlier-Robust Convex Segmentation
    8 years 8 months ago
    Outlier-Robust Convex Segmentation
    Download  www.ortra.com
    We address the task of segmenting sequential data using convex optimization problem, which is specifically designed to work in the context of outliers in the data. We propose two...
    Itamar Katz, Koby Crammer
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    Aligning Mixed Manifolds
    8 years 8 months ago
    Aligning Mixed Manifolds
    Download  people.cs.umass.edu
    Current manifold alignment methods can effectively align data sets that are drawn from a non-intersecting set of manifolds. However, as data sets become increasingly high-dimensio...
    Thomas Boucher, C. J. Carey, Sridhar Mahadevan, Me...
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    A Convex Formulation for Spectral Shrunk Clustering
    8 years 8 months ago
    A Convex Formulation for Spectral Shrunk Clustering
    Download  www.cs.cmu.edu
    Spectral clustering is a fundamental technique in the field of data mining and information processing. Most existing spectral clustering algorithms integrate dimensionality reduc...
    Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, X...
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    AAAI
    2015
    13views Intelligent Agents» more  AAAI 2015»
    Submodular Surrogates for Value of Information
    8 years 8 months ago
    Submodular Surrogates for Value of Information
    Download  las.inf.ethz.ch
    How should we gather information to make effective decisions? A classical answer to this fundamental problem is given by the decision-theoretic value of information. Unfortunately...
    Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andr...
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork
    8 years 8 months ago
    Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork
    Download  www.cs.utexas.edu
    Many scenarios require that robots work together as a team in order to effectively accomplish their tasks. However, precoordinating these teams may not always be possible given th...
    Samuel Barrett, Peter Stone
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    AAAI
    2015
    13views Intelligent Agents» more  AAAI 2015»
    Risk Based Optimization for Improving Emergency Medical Systems
    8 years 8 months ago
    Risk Based Optimization for Improving Emergency Medical Systems
    Download  www.mysmu.edu
    In emergency medical systems, arriving at the incident location a few seconds early can save a human life. Thus, this paper is motivated by the need to reduce the response time ...
    Sandhya Saisubramanian, Pradeep Varakantham, Hoong...
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Leveraging Common Structure to Improve Prediction across Related Datasets
    8 years 8 months ago
    Leveraging Common Structure to Improve Prediction across Related Datasets
    Download  www.cs.cmu.edu
    In many applications, training data is provided in the form of related datasets obtained from several sources, which typically affects the sample distribution. The learned classi...
    Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur...
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