Soft Computing in Industrial Applications, 1st Edition

  • Published By:
  • ISBN-10: 3319009303
  • ISBN-13: 9783319009308
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 391 Pages | eBook
  • Original Copyright 2014 | Published/Released June 2014
  • This publication's content originally published in print form: 2014

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This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at WSC17, the 17th Online World Conference on Soft Computing in Industrial Applications, held from December 2012 to January 2013 on the Internet. WSC17 continues a successful series of scientific events started over a decade ago by the World Federation of Soft Computing. It brought together researchers from over the world interested in the ever advancing state of the art in the field. Continuous technological improvements make this online forum a viable gathering format for a world class conference. The aim of WSC17 was to disseminate excellent research results and contribute to building a global network of scientists interested in both theoretical foundations and practical applications of soft computing. The 2012 edition of the Online World Conference on Soft Computing in Industrial Applications consisted of general track and special session on Continuous Features Discretization for Anomaly Intrusion Detectors Generation and special session on Emerging Theories and Applications in Transportation Science. A total of 33 high quality research papers were accepted after a rigorous review process and are provided in this book.

Table of Contents

Front Cover.
Editorial Board.
Other Frontmatter.
Title Page.
Copyright Page.
1: Soft Computing in Industrial Applications.
2: Advanced Methods for 3D Magnetic Localization in Industrial Process Distributed Data-Logging with a Sparse Distance Matrix.
3: Neural Network Ensemble Based on Feature Selection for Non-Invasive Recognition of Liver Fibrosis Stage.
4: Cooperative and Non-cooperative Equilibrium Problems with Equilibrium Constraints: Applications in Economics and Transportation.
5: Statistical Genetic Programming: The Role of Diversity.
6: Breast MRI Tumour Segmentation Using Modified Automatic Seeded Region Growing Based on Particle Swarm Optimization Image Clustering.
7: Differential Evolution and Tabu Search to Find Multiple Solutions of Multimodal Optimization Problems.
8: A New RBFNDDA-KNN Network and Its Application to Medical Pattern Classification.
9: An Approach to Fuzzy Modeling of Anti-lock Braking Systems.
10: An Improved Evolutionary Algorithm to Sequence Operations on an ASRS Warehouse.
11: Fuzzy Reliability Analysis of Washing Unit in a Paper Plant Using Soft-Computing Based Hybridized Techniques.
12: Multi-objective Algorithms for the Single Machine Scheduling Problem with Sequence-dependent Family Setups.
13: Multi-Sensor Soft-Computing System for Driver Drowsiness Detection.
14: A New Evolving Tree for Text Document Clustering and Visualization.
15: Brain–Computer Interface Based on Motor Imagery: The Most Relevant Sources of Electrical Brain Activity.
16: A Single Input Rule Modules Connected Fuzzy FMEA Methodology for Edible Bird Nest Processing.
17: A Novel Energy-Efficient and Distance-Based Clustering Approach for Wireless Sensor Networks.
18: Characterization of Coronary Plaque by Using 2D Frequency Histogram of RF Signal.
19: Face Recognition Using Convolutional Neural Network and Simple Logistic Classifier.
20: Continuous Features Discretization for Anomaly Intrusion Detectors Generation.
21: Visualisation of High Dimensional Data by Use of Genetic Programming: Application to On-line Infrared Spectroscopy Based Process Monitoring.
22: Radial Basis Artificial Neural Network Models for Predicting Solubility Index of Roller Dried Goat Whole Milk Powder.
23: Online Prediction of Wear on Rolls of a Bar Rolling Mill Based on Semi-Analytical Equations and Artificial Neural Networks.
24: Hybrid Machine Learning for Non-stationary and Complex Data.
25: Real-Time Analysis of Non-stationary and Complex Network Related Data for Injection Attempts Detection.
26: Recommending People to Follow Using Asymmetric Factor Models with Social Graphs.
27: Emerging Theories and Applications in Transportation Science.
28: Air Travel Demand Fuzzy Modelling: Trip Generation and Trip Distribution.
29: Design of Priority Transportation Corridor Under Uncertainty.
30: Application of Data Fusion for Route Choice Modelling by Route Choice Driving Simulator.
31: Sustainability Evaluation of Transportation Policies: A Fuzzy-Based Method in a “What to” Analysis.
32: Artificial Bee Colony-Based Algorithm for Optimising Traffic Signal Timings.
33: Use of Fuzzy Logic Traffic Signal Control Approach as Dual Lane Ramp Metering Model for Freeways.
34: The Variable Neighborhood Search Heuristic for the Containers Drayage Problem with Time Windows.
35: Solving the Team Orienteering Problem: Developing a Solution Tool Using a Genetic Algorithm Approach.
36: Use of Fuzzy Optimization and Linear Goal Programming Approaches in Urban Bus Lines Organization.