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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Learning Relational Sum-Product Networks
    8 years 7 months ago
    Learning Relational Sum-Product Networks
    Download  homes.cs.washington.edu
    Sum-product networks (SPNs) are a recently-proposed deep architecture that guarantees tractable inference, even on certain high-treewidth models. SPNs are a propositional architec...
    Aniruddh Nath, Pedro M. Domingos
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing
    8 years 7 months ago
    Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing
    Download  eprints.soton.ac.uk
    We consider the Social Ridesharing (SR) problem, where a set of commuters, connected through a social network, arrange one-time rides at short notice. In particular, we focus on t...
    Filippo Bistaffa, Alessandro Farinelli, Sarvapali ...
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs
    8 years 7 months ago
    Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs
    Download  mir-nauki.com
    Fei Mi, Dit-Yan Yeung
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    On Vectorization of Deep Convolutional Neural Networks for Vision Tasks
    8 years 7 months ago
    On Vectorization of Deep Convolutional Neural Networks for Vision Tasks
    Download  www.jimmyren.com
    We recently have witnessed many ground-breaking results in machine learning and computer vision, generated by using deep convolutional neural networks (CNN). While the success mai...
    Jimmy S. J. Ren, Li Xu
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information
    8 years 7 months ago
    Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information
    Download  engineering.purdue.edu
    Most previous work on video description trains individual parts of speech independently. It is more appealing from a linguistic point of view, for word models for all parts of spe...
    Haonan Yu, Jeffrey Mark Siskind
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Preventing HIV Spread in Homeless Populations Using PSINET
    8 years 7 months ago
    Preventing HIV Spread in Homeless Populations Using PSINET
    Download  teamcore.usc.edu
    Homeless youth are prone to HIV due to their engagement in high risk behavior. Many agencies conduct interventions to educate/train a select group of homeless youth about HIV prev...
    Amulya Yadav, Leandro Soriano Marcolino, Eric Rice...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Optimal Personalized Filtering Against Spear-Phishing Attacks
    8 years 7 months ago
    Optimal Personalized Filtering Against Spear-Phishing Attacks
    Download  www.vuse.vanderbilt.edu
    To penetrate sensitive computer networks, attackers can use spear phishing to sidestep technical security mechanisms by exploiting the privileges of careless users. In order to ma...
    Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Kout...
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    AAAI
    2015
    11views Intelligent Agents» more  AAAI 2015»
    Security Games with Protection Externalities
    8 years 7 months ago
    Security Games with Protection Externalities
    Download  www.ntu.edu.sg
    Stackelberg security games have been widely deployed in recent years to schedule security resources. An assumption in most existing security game models is that one security resou...
    Jiarui Gan, Bo An, Yevgeniy Vorobeychik
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Maestoso: An Intelligent Educational Sketching Tool for Learning Music Theory
    8 years 7 months ago
    Maestoso: An Intelligent Educational Sketching Tool for Learning Music Theory
    Download  faculty.cs.tamu.edu
    Learning music theory not only has practical benefits for musicians to write, perform, understand, and express music better, but also for both non-musicians to improve critical t...
    Paul Taele, Laura Barreto, Tracy Anne Hammond
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Identifying At-Risk Students in Massive Open Online Courses
    8 years 7 months ago
    Identifying At-Risk Students in Massive Open Online Courses
    Download  people.eng.unimelb.edu.au
    Massive Open Online Courses (MOOCs) have received widespread attention for their potential to scale higher education, with multiple platforms such as Coursera, edX and Udacity rec...
    Jiazhen He, James Bailey, Benjamin I. P. Rubinstei...
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