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Advances in Artificial Intelligence: From Theory to Practice

30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Arras, France, June 27-30, 2017, Proceedings, Part II

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Salem Benferhat

    1. Artois University, Lens, France

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  2. Karim Tabia

    1. Artois University, Lens, France

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  3. Moonis Ali

    1. Texas State University, San Marcos, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10351)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2017.

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Table of contents (47 papers)

  1. Graphical Models: From Theory to Applications

    1. Graphical Representations of Multiple Agent Preferences

      • Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade
      Pages 142-153

    2. A Probabilistic Relational Model Approach for Fault Tree Modeling

      • Thierno Kante, Philippe Leray
      Pages 154-162

    3. Incremental Method for Learning Parameters in Evidential Networks

      • Narjes Ben Hariz, Boutheina Ben Yaghlane
      Pages 163-170

    4. aGrUM: A Graphical Universal Model Framework

      • Christophe Gonzales, Lionel Torti, Pierre-Henri Wuillemin
      Pages 171-177

  2. Anomaly Detection

    1. Front Matter

      Pages 179-179
      Download chapter PDF

    2. Improving Card Fraud Detection Through Suspicious Pattern Discovery

      • Fabian Braun, Olivier Caelen, Evgueni N. Smirnov, Steven Kelk, Bertrand Lebichot
      Pages 181-190

    3. Contextual Air Leakage Detection in Train Braking Pipes

      • Wan-Jui Lee
      Pages 191-200

    4. K-means Application for Anomaly Detection and Log Classification in HPC

      • Mohamed Cherif Dani, Henri Doreau, Samantha Alt
      Pages 201-210

    5. Information Quality in Social Networks: A Collaborative Method for Detecting Spam Tweets in Trending Topics

      • Mahdi Washha, Aziz Qaroush, Manel Mezghani, Florence Sedes
      Pages 211-223

  3. Agronomy and Artificial Intelligence

    1. Front Matter

      Pages 225-225
      Download chapter PDF

    2. Bayesian Model Averaging for Streamflow Prediction of Intermittent Rivers

      • Paul J. Darwen
      Pages 227-236

    3. A Mixed Integer Programming Reformulation of the Mixed Fruit-Vegetable Crop Allocation Problem

      • Sara Maqrot, Simon de Givry, Gauthier Quesnel, Marc Tchamitchian
      Pages 237-250

    4. Data Collection and Analysis of Usages from Connected Objects: Some Lessons

      • Sara Meftah, Antoine Cornuéjols, Juliette Dibie, Mariette Sicard
      Pages 251-258

    5. Assessing Nitrogen Nutrition in Corn Crops with Airborne Multispectral Sensors

      • Jaen Alberto Arroyo, Cecilia Gomez-Castaneda, Elias Ruiz, Enrique Munoz de Cote, Francisco Gavi, Luis Enrique Sucar
      Pages 259-267

    6. Multidimensional Analysis Through Argumentation?

      • Rallou Thomopoulos, Dominique Paturel
      Pages 268-274

    7. Combined Argumentation and Simulation to Support Decision

      • Rallou Thomopoulos, Bernard Moulin, Laurent Bedoussac
      Pages 275-281

  4. Applications of Argumentation

    1. Front Matter

      Pages 283-283
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    2. Analysis of Medical Arguments from Patient Experiences Expressed on the Social Web

      • Kawsar Noor, Anthony Hunter, Astrid Mayer
      Pages 285-294

    3. A Dynamic Logic Framework for Abstract Argumentation: Adding and Removing Arguments

      • Sylvie Doutre, Faustine Maffre, Peter McBurney
      Pages 295-305

    4. Combining Answer Set Programming with Description Logics for Analogical Reasoning Under an Agent’s Preferences

      • Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung, Prachya Boonkwan
      Pages 306-316
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Other volumes

  1. Advances in Artificial Intelligence: From Theory to Practice

  2. Advances in Artificial Intelligence: From Theory to Practice

Keywords

About this book

The two-volume set LNCS 10350 and 10351 constitutes the thoroughly refereed proceedings of the 30th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, held in Arras, France, in June 2017.

The 70 revised full papers presented together with 45 short papers and 3 invited talks were carefully reviewed and selected from 180 submissions. They are organized in topical sections: constraints, planning, and optimization; data mining and machine learning; sensors, signal processing, and data fusion; recommender systems; decision support systems; knowledge representation and reasoning; navigation, control, and autonome agents; sentiment analysis and social media; games, computer vision; and animation; uncertainty management; graphical models: from theory to applications; anomaly detection; agronomy and artificial intelligence; applications of argumentation; intelligent systems in healthcare and mhealth for health outcomes; and innovative applications of textual analysis based on AI.

Editors and Affiliations

  • Artois University, Lens, France

    Salem Benferhat, Karim Tabia

  • Texas State University, San Marcos, USA

    Moonis Ali

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