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    AAAI
    2015
    22views Intelligent Agents» more  AAAI 2015»
    Fast Convention Formation in Dynamic Networks Using Topological Knowledge
    8 years 8 months ago
    Fast Convention Formation in Dynamic Networks Using Topological Knowledge
    Download  engfac.cooper.edu
    In this paper, we design a distributed mechanism that is able to create a social convention within a large convention space for multiagent systems (MAS) operating on various topol...
    Mohammad Rashedul Hasan, Anita Raja, Ana L. C. Baz...
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    AAAI
    2015
    34views Intelligent Agents» more  AAAI 2015»
    Acquiring Speech Transcriptions Using Mismatched Crowdsourcing
    8 years 8 months ago
    Acquiring Speech Transcriptions Using Mismatched Crowdsourcing
    Download  www.ifp.illinois.edu
    Transcribed speech is a critical resource for building statistical speech recognition systems. Recent work has looked towards soliciting transcriptions for large speech corpora fr...
    Preethi Jyothi, Mark Hasegawa-Johnson
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Deep Modeling Complex Couplings within Financial Markets
    8 years 8 months ago
    Deep Modeling Complex Couplings within Financial Markets
    Download  www-staff.it.uts.edu.au
    The global financial crisis occurred in 2008 and its contagion to other regions, as well as the long-lasting impact on different markets, show that it is increasingly important t...
    Wei Cao, Liang Hu, Longbing Cao
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    Extracting Adverse Drug Reactions from Social Media
    8 years 8 months ago
    Extracting Adverse Drug Reactions from Social Media
    Download  ir.cs.georgetown.edu
    The potential benefits of mining social media to learn about adverse drug reactions (ADRs) are rapidly increasing with the increasing popularity of social media. Unknown ADRs hav...
    Andrew Yates, Nazli Goharian, Ophir Frieder
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Social Hierarchical Learning
    8 years 8 months ago
    Social Hierarchical Learning
    Download  www.bradhayes.info
    Abstract—I present the outline for my dissertation work, Social Hierarchical Learning (SHL). SHL leverages and extends the capabilities of state-of-the-art hierarchical learning ...
    Bradley Hayes
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    LARS: A Logic-Based Framework for Analyzing Reasoning over Streams
    8 years 8 months ago
    LARS: A Logic-Based Framework for Analyzing Reasoning over Streams
    Download  www.kr.tuwien.ac.at
    The recent rise of smart applications has drawn interest to logical reasoning over data streams. Different query languages and stream processing/reasoning engines were proposed. H...
    Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael ...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Inferring Latent User Properties from Texts Published in Social Media
    8 years 8 months ago
    Inferring Latent User Properties from Texts Published in Social Media
    Download  www.cs.jhu.edu
    We demonstrate an approach to predict latent personal attributes including user demographics, online personality, emotions and sentiments from texts published on Twitter. We rely ...
    Svitlana Volkova, Yoram Bachrach, Michael Armstron...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    RAIN: Social Role-Aware Information Diffusion
    8 years 8 months ago
    RAIN: Social Role-Aware Information Diffusion
    Download  keg.cs.tsinghua.edu.cn
    Information diffusion, which studies how information is propagated in social networks, has attracted considerable research effort recently. However, most existing approaches do no...
    Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Su...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits
    8 years 8 months ago
    The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits
    Download  grail.cs.washington.edu
    Current algorithms for the standard multi-armed bandit problem have good empirical performance and optimal regret bounds. However, real-world problems often differ from the standa...
    Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran P...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Lazier Than Lazy Greedy
    8 years 8 months ago
    Lazier Than Lazy Greedy
    Download  las.inf.ethz.ch
    Is it possible to maximize a monotone submodular function faster than the widely used lazy greedy algorithm (also known as accelerated greedy), both in theory and practice? In thi...
    Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, A...
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