Advanced Computational Methods for Knowledge Engineering

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

4. Computational Methods for Knowledge Engineering

   1. Front Matter

      Pages 167-167

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   2. Meta-concept and Intelligent Data Processing in the Geotechnical Fields

      • Chi Tran

      Pages 169-186

   3. Ekman Layers of Rotating Fluids with Vanishing Viscosity between Two Infinite Parallel Plates

      • Van-Sang Ngo

      Pages 187-207

   4. Parallelization of the Fast Multipole Method for Molecular Dynamics Simulations on Multicore Computers

      • Nguyen Hai Chau

      Pages 209-224

The book consists of 29 extended chapters which have been selected and invited from the submissions to the 1^st 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.

• Computational Intelligence
• ICCSMA 2013
• Knowledge Engineering

• , 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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