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PRICAI 2016: Trends in Artificial Intelligence: 14th Pacific Rim International Conference on Artificial Intelligence, Phuket, Thailand, August 22-26, 2016, Proceedings

Booth, Richard ;Zhang, Min-Ling;; Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Weikum, Gerhard (Editor) ; Booth, Richard (Editor) ; Zhang, Min-Ling (Editor)

Lecture Notes in Computer Science

ISBN: 9783319429106 ; ISBN: 3319429108 ; E-ISBN: 9783319429113 ; E-ISBN: 3319429116 ; DOI: 10.1007/978-3-319-42911-3

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  • Nhan đề:
    PRICAI 2016: Trends in Artificial Intelligence: 14th Pacific Rim International Conference on Artificial Intelligence, Phuket, Thailand, August 22-26, 2016, Proceedings
  • Tác giả: Booth, Richard ; Zhang, Min-Ling
  • Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Weikum, Gerhard (Editor) ; Booth, Richard (Editor) ; Zhang, Min-Ling (Editor)
  • Chủ đề: Computer Science ; Artificial Intelligence (Incl. Robotics) ; Information Storage and Retrieval ; Data Mining and Knowledge Discovery ; Computer Communication Networks ; Information Systems Applications (Incl. Internet) ; Simulation and Modeling ; Engineering ; Computer Science
  • Là 1 phần của: Lecture Notes in Computer Science
  • Mô tả: Intro -- Preface -- Organization -- Contents -- PRICAI 2016 Main Track -- A Study of Players’ Experiences During Brain Games Play -- Abstract -- 1 Introduction -- 2 Definitional Issues -- 2.1 Engagement -- 2.2 Enjoyment -- 2.3 Anxiety -- 2.4 Usability -- 2.5 Adaptability -- 2.6 Noninvasiveness -- 3 Experiments and Data Collection -- 4 Statistical Analysis -- 4.1 Correlation Between Enjoyment and Other Experiences -- 4.2 Correlation Between Usability and Other Experiences -- 4.3 Correlation Between Adaptability and Other Experiences -- 4.4 Correlation Between Noninvasiveness and Other Experiences -- 5 Discussion -- 6 Conclusion and Future Work -- Acknowledgments -- References -- Faster Convergence to Cooperative Policy by Autonomous Detection of Interference States in Multiagent Reinforcement Learning -- 1 Introduction -- 2 Glossary -- 2.1 Markov Decision Processes and Q-learning -- 2.2 Markov Games and Multiagent Q-learning -- 3 Problem Domain -- 3.1 Definition of Terminology -- 3.2 Related Work -- 4 Proposed Method -- 4.1 Entropy Based Approach -- 4.2 Detection of Interference States by Entropy -- 4.3 Algorithm -- 5 Experiments -- 5.1 Experimental Environment and Settings -- 5.2 Experimental Results -- 5.3 Evaluation of Learning Efficiency -- 6 Conclusions -- References -- SWARM: An Approach for Mining Semantic Association Rules from Semantic Web Data -- 1 Introduction -- 2 Related Works -- 3 The SWARM Approach -- 3.1 Pre-processing Module -- 3.2 Semantic Item Generation -- 3.3 Common Behaviour Set Generation -- 3.4 Mining Module -- 4 Experiments -- 4.1 Overview -- 5 Conclusion -- References -- Information Retrieval from Unstructured Arabic Legal Data -- 1 Introduction -- 2 Challenges of Arabic Language in IR -- 2.1 Arabic Specificities -- 2.2 Arabic IR -- 3 Proposed Approach -- 3.1 Annotation Module -- 3.2 Indexing and Retrieval -- 3.3 Evaluation -- 4 Conclusion -- References -- Generalized Extreme Value Filter to Remove Mixed Gaussian-Impulse Noise -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Rank Order Absolute Distance Calculation -- 2.2 Local Rank Order Distance -- 2.3 Calculate Weight by Kernel Function -- 2.4 Weight Average Filter -- 3 Generalized Extreme Value Distribution -- 3.1 Maximum Likelihood Estimation for Small Sample -- 4 Generalized Extreme Value Filter -- 4.1 Estimate GEV Parameters -- 4.2 Weighting Function -- 5 Experimental Results -- 6 Conclusion -- References -- Restricted Four-Valued Semantics for Answer Set Programming -- 1 Introduction -- 2 Preliminaries -- 2.1 Extended Logic Programs -- 2.2 Four-Valued Logic -- 3 Restricted Four-valued Semantics for Extended Logic Programs -- 4 Reduction to Classical Programs -- 5 Connection with Default Logic -- 6 Related Works -- 7 Conclusion -- References -- Combining RDR-Based Machine Learning Approach and Human Expert Knowledge for Phishing Prediction -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Human Knowledge Acquisition -- 2.2 Knowledge Acquisition by Machi.
  • Nơi xuất bản: Cham: Springer International Publishing
  • Năm xuất bản: 2016
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 9783319429106 ; ISBN: 3319429108 ; E-ISBN: 9783319429113 ; E-ISBN: 3319429116 ; DOI: 10.1007/978-3-319-42911-3

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