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Advanced Computational Methods for Knowledge Engineering

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Ngoc Thanh Nguyen

    1. , Division of Knowledge Management Systems, Wroclaw University of Technology, Wroclaw, Poland

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  2. Tien Do

    1. and Economics, Department of Telecommunications, Budapest University of Technology, Budapest, Hungary

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  3. Hoai An Thi

    1. LITA - UFR MIM, Université de Lorraine – Metz, Metz Cedex 01, France

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  • Presents Advanced Computational Methods for Knowledge Engineering
  • Edited outcome of the 1st International Conference on Computer Science, Applied Mathematics and Applications ICCSMA 2013, held in Warsaw, Poland, May 9-10, 2013
  • Written by experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 479)

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Table of contents (29 papers)

  1. Front Matter

    Pages 1-12
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  2. Advanced Optimization Methods and Their Applications

    1. Front Matter

      Pages 1-1
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    2. Solution Methods for General Quadratic Programming Problem with Continuous and Binary Variables: Overview

      • Nguyen Van Thoai
      Pages 3-17

    3. Branch and Bound Algorithm Using Cutting Angle Method for Global Minimization of Increasing Positively Homogeneous Functions

      • Nguyen Van Thoai
      Pages 19-30

    4. A DC Programming Framework for Portfolio Selection by Minimizing the Transaction Costs

      • Pham Viet-Nga, Hoai An Le Thi, Pham Dinh Tao
      Pages 31-40

    5. Efficient Algorithms for Feature Selection in Multi-class Support Vector Machine

      • Hoai An Le Thi, Manh Cuong Nguyen
      Pages 41-52

    6. Image Segmentation via Feature Weighted Fuzzy Clustering by a DCA Based Algorithm

      • Hoai Minh Le, Bich Thuy Nguyen Thi, Minh Thuy Ta, Hoai An Le Thi
      Pages 53-63

    7. Clustering Data Streams over Sliding Windows by DCA

      • Ta Minh Thuy, Le Thi Hoai An, Lydia Boudjeloud-Assala
      Pages 65-75

    8. A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection Process

      • Duc Manh Nguyen, Frédéric Dambreville, Abdelmalek Toumi, Jean-Christophe Cexus, Ali Khenchaf
      Pages 77-89

    9. Planning Sensors with Cost-Restricted Subprocess Calls: A Rare-Event Simulation Approach

      • Frédéric Dambreville
      Pages 91-104

    10. Large Scale Image Classification with Many Classes, Multi-features and Very High-Dimensional Signatures

      • Thanh-Nghi Doan, Thanh-Nghi Do, François Poulet
      Pages 105-116

    11. Partitioning Methods to Parallelize Constraint Programming Solver Using the Parallel Framework Bobpp

      • Tarek Menouer, Bertrand Le Cun, Pascal Vander-Swalmen
      Pages 117-127

  3. Queueing Theory and Applications

    1. Front Matter

      Pages 129-129
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    2. Spectral Expansion Solution Methodology for QBD-M Processes and Applications in Future Internet Engineering

      • Tien Van Do, Ram Chakka, János Sztrik
      Pages 131-142

    3. On the Properties of Generalised Markovian Queues with Heterogeneous Servers

      • Tien Van Do, Ram Chakka
      Pages 143-155

    4. Performance Analysis of Edge Nodes with Multiple Path Routing

      • Hung Tuan Tran, Tien Van Do, Yeon-Mo Yang
      Pages 157-165
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Keywords

About this book

The book consists of 29 extended chapters which have been selected and invited from the submissions to the 1st International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA 2013) held on 9-10 May, 2013 in Warsaw, Poland. The book is organized into five parts, which are: Advanced Optimization Methods and Their Applications, Queuing Theory and Applications, Computational Methods for Knowledge Engineering, Knowledge Engineering with Cloud and Grid Computing, and Logic Based Methods for Decision Making and Data Mining, respectively. All chapters in the book discuss theoretical and practical issues connected with computational methods and optimization methods for knowledge engineering.

Editors and Affiliations

  • , Division of Knowledge Management Systems, Wroclaw University of Technology, Wroclaw, Poland

    Ngoc Thanh Nguyen

  • and Economics, Department of Telecommunications, Budapest University of Technology, Budapest, Hungary

    Tien Do

  • LITA - UFR MIM, Université de Lorraine – Metz, Metz Cedex 01, France

    Hoai An Thi

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