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Author On-line World Conference on Soft Computing in Industrial Applications (17th : 2012)

Title Soft computing in industrial applications : proceedings of the 17th Online World Conference on Soft Computing in Industrial Applications / Václav Snášel, Pavel Krömer, Mario Köppen, Gerald Schaefer, editors
Published Cham : Springer, 2014
Table of Contents
pt. I Soft Computing in Industrial Applications 
 Advanced Methods for 3D Magnetic Localization in Industrial Process Distributed Data-Logging with a Sparse Distance Matrix / Andreas Konig3
 Neural Network Ensemble Based on Feature Selection for Non-Invasive Recognition of Liver Fibrosis Stage / Barbara Blonska-Fajfrowska15
 Cooperative and Non-cooperative Equilibrium Problems with Equilibrium Constraints: Applications in Economics and Transportation / Andrew Koh25
 Statistical Genetic Programming: The Role of Diversity / Gianluigi Folino37
 Breast MRI Tumour Segmentation Using Modified Automatic Seeded Region Growing Based on Particle Swarm Optimization Image Clustering / Ibrahim Lutfi Shuaib49
 Differential Evolution and Tabu Search to Find Multiple Solutions of Multimodal Optimization Problems / Renato A. Krohling61
 A New RBFNDDA-KNN Network and Its Application to Medical Pattern Classification / R. Lee Kennedy71
 An Approach to Fuzzy Modeling of Anti-lock Braking Systems / Emil M. Petriu83
 An Improved Evolutionary Algorithm to Sequence Operations on an ASRS Warehouse / Luis S. Dias95
 Fuzzy Reliability Analysis of Washing Unit in a Paper Plant Using Soft-Computing Based Hybridized Techniques / S. P. Sharma105
 Multi-objective Algorithms for the Single Machine Scheduling Problem with Sequence-dependent Family Setups / Claudio Arroyo117
 Multi-Sensor Soft-Computing System for Driver Drowsiness Detection / Andreas Konig129
 A New Evolving Tree for Text Document Clustering and Visualization / Chee Peng Lim141
 Brain--Computer Interface Based on Motor Imagery: The Most Relevant Sources of Electrical Brain Activity / Jan Rydlo153
 A Single Input Rule Modules Connected Fuzzy FMEA Methodology for Edible Bird Nest Processing / Chee Peng Lim165
 A Novel Energy-Efficient and Distance-Based Clustering Approach for Wireless Sensor Networks / N. Tayarani177
 Characterization of Coronary Plaque by Using 2D Frequency Histogram of RF Signal / Eiji Uchino187
 Face Recognition Using Convolutional Neural Network and Simple Logistic Classifier / Mohammad Teshnehlab197
 Continuous Features Discretization for Anomaly Intrusion Detectors Generation / Sanaa El-Ola Hanafy209
 Visualisation of High Dimensional Data by Use of Genetic Programming: Application to On-line Infrared Spectroscopy Based Process Monitoring / Janos Abonyi223
 Radial Basis Artificial Neural Network Models for Predicting Solubility Index of Roller Dried Goat Whole Milk Powder / Gyanendra Kumar Goyal233
 Online Prediction of Wear on Rolls of a Bar Rolling Mill Based on Semi-Analytical Equations and Artificial Neural Networks / Marcos Antonio Cunha243
pt. II Hybrid Machine Learning for Non-stationary and Complex Data 
 Real-Time Analysis of Non-stationary and Complex Network Related Data for Injection Attempts Detection / Rafal Kozik257
 Recommending People to Follow Using Asymmetric Factor Models with Social Graphs / Bo Yuan265
pt. III Emerging Theories and Applications in Transportation Science 
 Air Travel Demand Fuzzy Modelling: Trip Generation and Trip Distribution / Slavica Dozic279
 Design of Priority Transportation Corridor Under Uncertainty / Michele Ottomanelli291
 Application of Data Fusion for Route Choice Modelling by Route Choice Driving Simulator / Francesco Galante305
 Sustainability Evaluation of Transportation Policies: A Fuzzy-Based Method in a "What to" Analysis / Gregorio Gecchele315
 Artificial Bee Colony-Based Algorithm for Optimising Traffic Signal Timings / Mario Marinelli327
 Use of Fuzzy Logic Traffic Signal Control Approach as Dual Lane Ramp Metering Model for Freeways / Gokce Yaslan339
 The Variable Neighborhood Search Heuristic for the Containers Drayage Problem with Time Windows / M. Nikolic351
 Solving the Team Orienteering Problem: Developing a Solution Tool Using a Genetic Algorithm Approach / Luis Dias365
 Use of Fuzzy Optimization and Linear Goal Programming Approaches in Urban Bus Lines Organization / Nurcan Uludag377
 Index389

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Description 1 online resource (xiv, 391 pages) : illustrations
Series Advances in Intelligent Systems and Computing, 2194-5357 ; volume 223
Advances in intelligent systems and computing ; v. 223. 2194-5357
Contents Part I. Soft Computing in Industrial Applications -- Advanced Methods for 3D Magnetic Localization in Industrial Process Distributed Data-Logging with a Sparse Distance Matrix / Abhaya Chandra Kammara and Andreas König -- Neural Network Ensemble Based on Feature Selection for Non-Invasive Recognition of Liver Fibrosis Stage / Bartosz Krawczyk, Michał Woźniak, Tomasz Orczyk, Piotr Porwik, Joanna Musialik and Barbara Blońska-Fajfrowska -- Cooperative and Non-cooperative Equilibrium Problems with Equilibrium Constraints: Applications in Economics and Transportation / Andrew Koh -- Statistical Genetic Programming: The Role of Diversity / Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh and Gianluigi Folino -- Breast MRI Tumour Segmentation Using Modified Automatic Seeded Region Growing Based on Particle Swarm Optimization Image Clustering / Ali Qusay Al-Faris, Umi Kalthum Ngah, Nor Ashidi Mat Isa and Ibrahim Lutfi Shuaib -- Differential Evolution and Tabu Search to Find Multiple Solutions of Multimodal Optimization Problems / Erick R.F.A. Schneider and Renato A. Krohling -- A New RBFNDDA-KNN Network and Its Application to Medical Pattern Classification / Shing Chiang Tan, Chee Peng Lim, Robert F. Harrison and R. Lee Kennedy -- An Approach to Fuzzy Modeling of Anti-lock Braking Systems / Radu-Codruţ David, Ramona-Bianca Grad, Radu-Emil Precup, Mircea-Bogdan Rădac [and 2 others] -- An Improved Evolutionary Algorithm to Sequence Operations on an ASRS Warehouse / José A. Oliveira, João Ferreira, Guilherme A.B. Pereira and Luis S. Dias -- Fuzzy Reliability Analysis of Washing Unit in a Paper Plant Using Soft-Computing Based Hybridized Techniques / Komal and S.P. Sharma -- Multi-objective Algorithms for the Single Machine Scheduling Problem with Sequence-dependent Family Setups / Marcelo Ferreira Rego, Marcone Jamilson Freitas Souza, Igor Machado Coelho and JoséElias Claudio Arroyo -- Multi-Sensor Soft-Computing System for Driver Drowsiness Detection / Li Li, Klaudius Werber, Carlos F. Calvillo, Khac Dong Dinh, Ander Guarde and Andreas König -- A New Evolving Tree for Text Document Clustering and Visualization / Wui Lee Chang, Kai Meng Tay and Chee Peng Lim -- Brain-Computer Interface Based on Motor Imagery: The Most Relevant Sources of Electrical Brain Activity / Alexander A. Frolov, Dušan Húsek, Václav Snášel, Pavel Bobrov, Olesya Mokienko [and 2 others] -- A Single Input Rule Modules Connected Fuzzy FMEA Methodology for Edible Bird Nest Processing / Chian Haur Jong, Kai Meng Tay and Chee Peng Lim -- A Novel Energy-Efficient and Distance-Based Clustering Approach for Wireless Sensor Networks / M. Mehdi Afsar and Mohammad-H. Tayarani-N. -- Characterization of Coronary Plaque by Using 2D Frequency Histogram of RF Signal / Satoshi Nakao, Kazuhiro Tokunaga, Noriaki Suetake and Eiji Uchino -- Face Recognition Using Convolutional Neural Network and Simple Logistic Classifier / Hurieh Khalajzadeh, Mohammad Mansouri and Mohammad Teshnehlab -- Continuous Features Discretization for Anomaly Intrusion Detectors Generation / Amira Sayed A. Aziz, Ahmad Taher Azar, Aboul Ella Hassanien and Sanaa El-Ola Hanafy -- Visualisation of High Dimensional Data by Use of Genetic Programming: Application to On-line Infrared Spectroscopy Based Process Monitoring / Tibor Kulcsar, Gabor Bereznai, Gabor Sarossy, Robert Auer and Janos Abonyi -- Radial Basis Artificial Neural Network Models for Predicting Solubility Index of Roller Dried Goat Whole Milk Powder / Sumit Goyal and Gyanendra Kumar Goyal -- Online Prediction of Wear on Rolls of a Bar Rolling Mill Based on Semi-Analytical Equations and Artificial Neural Networks / Yukio Shigaki and Marcos Antonio Cunha
Part II. Hybrid Machine Learning for Non-stationary and Complex Data -- Real-Time Analysis of Non-stationary and Complex Network Related Data for Injection Attempts Detection / Michał Choraś and Rafał Kozik -- Recommending People to Follow Using Asymmetric Factor Models with Social Graphs / Tianle Ma, Yujiu Yang, Liangwei Wang and Bo Yuan
Part III. Emerging Theories and Applications in Transportation Science -- Air Travel Demand Fuzzy Modelling: Trip Generation and Trip Distribution / Milica Kalić, Jovana Kuljanin and Slavica Dožić -- Design of Priority Transportation Corridor Under Uncertainty / Leonardo Caggiani and Michele Ottomanelli -- Application of Data Fusion for Route Choice Modelling by Route Choice Driving Simulator / Mauro Dell'Orco, Roberta Di Pace, Mario Marinelli and Francesco Galante -- Sustainability Evaluation of Transportation Policies: A Fuzzy-Based Method in a "What to" Analysis / Riccardo Rossi, Massimiliano Gastaldi and Gregorio Gecchele -- Artificial Bee Colony-Based Algorithm for Optimising Traffic Signal Timings / Mauro Dell'Orco, Özgür Başkan and Mario Marinelli -- Use of Fuzzy Logic Traffic Signal Control Approach as Dual Lane Ramp Metering Model for Freeways / Yetis Sazi Murat, Ziya Cakici and Gokce Yaslan -- The Variable Neighborhood Search Heuristic for the Containers Drayage Problem with Time Windows / D. Popović, M. Vidović and M. Nikolić -- Solving the Team Orienteering Problem: Developing a Solution Tool Using a Genetic Algorithm Approach / João Ferreira, Artur Quintas, José A. Oliveira, Guilherme A.B. Pereira and Luis Dias -- Use of Fuzzy Optimization and Linear Goal Programming Approaches in Urban Bus Lines Organization / Yetis Sazi Murat, Sabit Kutluhan and Nurcan Uludag
Part I. Soft computing in industrial applications -- part II. Hybrid machine learning for non-stationary and complex data -- part III. Emerging theories and applications in transportation science
Summary 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
Notes International conference proceedings
Includes index
Bibliography Includes bibliographical references and index
Notes English
Online resource; title from PDF title page (SpringerLink, viewed November 25, 2013)
Subject Soft computing -- Industrial applications -- Congresses
COMPUTERS -- General.
Ingénierie.
Soft computing -- Industrial applications
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Snášel, Václav, 1957- editor.
ISBN 9783319009308
3319009303
331900929X
9783319009292
Other Titles WSC17