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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
    8 years 8 months ago
    Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
    Download  www.cs.rochester.edu
    Sentiment analysis of online user generated content is important for many social media analytics tasks. Researchers have largely relied on textual sentiment analysis to develop sy...
    Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Solving Games with Functional Regret Estimation
    8 years 8 months ago
    Solving Games with Functional Regret Estimation
    Download  www.cs.cmu.edu
    We propose a novel online learning method for minimizing regret in large extensive-form games. The approach learns a function approximator online to estimate the regret for choosi...
    Kevin Waugh, Dustin Morrill, James Andrew Bagnell,...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting
    8 years 8 months ago
    Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting
    Download  www.cs.ubc.ca
    A user-adaptive information visualization system capable of learning models of users and the visualization tasks they perform could provide interventions optimized for helping spe...
    Matthew Gingerich, Cristina Conati
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous
    8 years 8 months ago
    A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous
    Download  mghassem.mit.edu
    The ability to determine patient acuity (or severity of illness) has immediate practical use for clinicians. We evaluate the use of multivariate timeseries modeling with the multi...
    Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Na...
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    AAAI
    2015
    42views Intelligent Agents» more  AAAI 2015»
    Active Learning for Informative Projection Retrieval
    8 years 8 months ago
    Active Learning for Informative Projection Retrieval
    Download  www.cs.cmu.edu
    We introduce an active learning framework designed to train classification models which use informative projections. Our approach works with the obtained lowdimensional models in...
    Madalina Fiterau, Artur Dubrawski
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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations
    8 years 8 months ago
    A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations
    Download  paul.rutgers.edu
    We present a probabilistic approach to shape decomposition that creates a skeleton-based shape representation of a 3D object while simultaneously decomposing it into constituent p...
    Tarek El-Gaaly, Vicky Froyen, Ahmed M. Elgammal, J...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Learning Predictable and Discriminative Attributes for Visual Recognition
    8 years 8 months ago
    Learning Predictable and Discriminative Attributes for Visual Recognition
    Download  ise.thss.tsinghua.edu.cn
    Utilizing attributes for visual recognition has attracted increasingly interest because attributes can effectively bridge the semantic gap between low-level visual features and hi...
    Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin W...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture
    8 years 8 months ago
    Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture
    Download  web.eecs.umich.edu
    This paper presents the first functional evaluation of spontaneous, uncued retrieval from long-term memory in a cognitive architecture. The key insight is that current deliberate...
    Justin Li, John E. Laird
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning
    8 years 8 months ago
    The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning
    Download  s3-us-west-1.amazonaws.com
    We describe a new instance-based learning algorithm called the Boundary Forest (BF) algorithm, that can be used for supervised and unsupervised learning. The algorithm builds a fo...
    Charles Mathy, Nate Derbinsky, José Bento, ...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot
    8 years 8 months ago
    CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot
    Download  www.cs.utexas.edu
    In order to be fully robust and responsive to a dynamically changing real-world environment, intelligent robots will need to engage in a variety of simultaneous reasoning modaliti...
    Shiqi Zhang, Peter Stone
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