Advanced Computational Methods for Knowledge Engineering

Front Matter....Pages 1-12
Front Matter....Pages 1-1
Solution Methods for General Quadratic Programming Problem with Continuous and Binary Variables: Overview....Pages 3-17
Branch and Bound Algorithm Using Cutting Angle Method for Global Minimization of Increasing Positively Homogeneous Functions....Pages 19-30
A DC Programming Framework for Portfolio Selection by Minimizing the Transaction Costs....Pages 31-40
Efficient Algorithms for Feature Selection in Multi-class Support Vector Machine....Pages 41-52
Image Segmentation via Feature Weighted Fuzzy Clustering by a DCA Based Algorithm....Pages 53-63
Clustering Data Streams over Sliding Windows by DCA....Pages 65-75
A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection Process....Pages 77-89
Planning Sensors with Cost-Restricted Subprocess Calls: A Rare-Event Simulation Approach....Pages 91-104
Large Scale Image Classification with Many Classes, Multi-features and Very High-Dimensional Signatures....Pages 105-116
Partitioning Methods to Parallelize Constraint Programming Solver Using the Parallel Framework Bobpp....Pages 117-127
Front Matter....Pages 129-129
Spectral Expansion Solution Methodology for QBD-M Processes and Applications in Future Internet Engineering....Pages 131-142
On the Properties of Generalised Markovian Queues with Heterogeneous Servers....Pages 143-155
Performance Analysis of Edge Nodes with Multiple Path Routing....Pages 157-165
Front Matter....Pages 167-167
Meta-concept and Intelligent Data Processing in the Geotechnical Fields....Pages 169-186
Ekman Layers of Rotating Fluids with Vanishing Viscosity between Two Infinite Parallel Plates....Pages 187-207
Parallelization of the Fast Multipole Method for Molecular Dynamics Simulations on Multicore Computers....Pages 209-224
An Adaptive Neuro-Fuzzy Inference System for Seasonal Forecasting of Tropical Cyclones Making Landfall along the Vietnam Coast....Pages 225-236
An Application of Computational Collective Intelligence to Governance and Policy Modelling....Pages 237-249
A Framework for Building Intelligent Tutoring Systems....Pages 251-265
A Review of AI-Supported Tutoring Approaches for Learning Programming....Pages 267-279
Front Matter....Pages 167-167
Supporting Career Counseling with User Modeling and Job Matching....Pages 281-292
Front Matter....Pages 293-293
An Abstraction Model for High-Level Application Programming on the Cloud....Pages 295-306
Agent Based Modeling of Ecodistricts with Smart Grid....Pages 307-318
Cloud-Based Data Warehousing Application Framework for Modeling Global and Regional Data Management Systems....Pages 319-327
Front Matter....Pages 329-329
A Tableau Method with Optimal Complexity for Deciding the Description Logic SHIQ....Pages 331-342
An Approach to Semantic Indexing Based on Tolerance Rough Set Model....Pages 343-354
An Approach for Mining Concurrently Closed Itemsets and Generators....Pages 355-366
An Efficient Algorithm for Mining Frequent Itemsets with Single Constraint....Pages 367-378
Mining Frequent Weighted Closed Itemsets....Pages 379-390
Back Matter....Pages 391-392