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    AAAI
    2008
    154views Intelligent Agents» more  AAAI 2008»
    In-the-Dark Network Traffic Classification Using Support Vector Machines
    14 years 2 months ago
    In-the-Dark Network Traffic Classification Using Support Vector Machines
    Download  www.cs.wfu.edu
    This work addresses the problem of in-the-dark traffic classification for TCP sessions, an important problem in network management. An innovative use of support vector machines (S...
    William H. Turkett Jr., Andrew V. Karode, Errin W....
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    AAAI
    2008
    131views Intelligent Agents» more  AAAI 2008»
    Proactive Intrusion Detection
    14 years 2 months ago
    Proactive Intrusion Detection
    Download  l2r.cs.uiuc.edu
    Machine learning systems are deployed in many adversarial conditions like intrusion detection, where a classifier has to decide whether a sequence of actions come from a legitimat...
    Benjamin Liebald, Dan Roth, Neelay Shah, Vivek Sri...
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    AAAI
    2008
    96views Intelligent Agents» more  AAAI 2008»
    Data-Driven Programming and Behavior for Autonomous Virtual Characters
    14 years 2 months ago
    Data-Driven Programming and Behavior for Autonomous Virtual Characters
    Download  www.aaai.org
    Jonathan Dinerstein, Parris K. Egbert, Dan Ventura...
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    AAAI
    2008
    98views Intelligent Agents» more  AAAI 2008»
    Semi-supervised Classification Using Local and Global Regularization
    14 years 2 months ago
    Semi-supervised Classification Using Local and Global Regularization
    Download  www.aaai.org
    In this paper, we propose a semi-supervised learning (SSL) algorithm based on local and global regularization. In the local regularization part, our algorithm constructs a regular...
    Fei Wang, Tao Li, Gang Wang, Changshui Zhang
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    AAAI
    2008
    91views Intelligent Agents» more  AAAI 2008»
    Conformant Planning Heuristics Based on Plan Reuse in Belief States
    14 years 2 months ago
    Conformant Planning Heuristics Based on Plan Reuse in Belief States
    Download  www.aaai.org
    Dunbo Cai, Jigui Sun, Minghao Yin
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    AAAI
    2008
    117views Intelligent Agents» more  AAAI 2008»
    AnalogySpace: Reducing the Dimensionality of Common Sense Knowledge
    14 years 2 months ago
    AnalogySpace: Reducing the Dimensionality of Common Sense Knowledge
    Download  analogyspace.media.mit.edu
    We are interested in the problem of reasoning over very large common sense knowledge bases. When such a knowledge base contains noisy and subjective data, it is important to have ...
    Robert Speer, Catherine Havasi, Henry Lieberman
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    AAAI
    2008
    107views Intelligent Agents» more  AAAI 2008»
    Supporting Manual Mapping Revision using Logical Reasoning
    14 years 2 months ago
    Supporting Manual Mapping Revision using Logical Reasoning
    Download  ki.informatik.uni-mannheim.de
    Christian Meilicke, Heiner Stuckenschmidt, Andrei ...
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    AAAI
    2008
    109views Intelligent Agents» more  AAAI 2008»
    Transferring Multi-device Localization Models using Latent Multi-task Learning
    14 years 2 months ago
    Transferring Multi-device Localization Models using Latent Multi-task Learning
    Download  www.cs.ust.hk
    Vincent Wenchen Zheng, Sinno Jialin Pan, Qiang Yan...
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    AAAI
    2008
    124views Intelligent Agents» more  AAAI 2008»
    On the Power of Top-Down Branching Heuristics
    14 years 2 months ago
    On the Power of Top-Down Branching Heuristics
    Download  www.aaai.org
    We study the relative best-case performance of DPLL-based structure-aware SAT solvers in terms of the power of the underlying proof systems. The systems result from (i) varying th...
    Matti Järvisalo, Tommi A. Junttila
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    AAAI
    2008
    86views Intelligent Agents» more  AAAI 2008»
    Intelligence in Wikipedia
    14 years 2 months ago
    Intelligence in Wikipedia
    Download  turing.cs.washington.edu
    The Intelligence in Wikipedia project at the University of Washington is combining self-supervised information extraction (IE) techniques with a mixed initiative interface designe...
    Daniel S. Weld, Fei Wu 0003, Eytan Adar, Saleema A...
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