Engineering Applications of Artificial Intelligence, Volume 20

Volume 20, Number 1, February 2007

• Hui Peng, Zi-Jiang Yang, Weihua Gui, Min Wu, Hideo Shioya, Kazushi Nakano:
  Nonlinear system modeling and robust predictive control based on RBF-ARX model. 1-9
  
• Euthimios Badekas, Nikos Papamarkos:
  Optimal combination of document binarization techniques using a self-organizing map neural network. 11-24
  
• Sofiane Achiche, Luc Baron, Marek Balazinski, Mokhtar Benaoudia:
  Online prediction of pulp brightness using fuzzy logic models. 25-36
  
• Gustave Nguene Nguene, Matthias Finger:
  A fuzzy-based approach for strategic choices in electric energy supply. The case of a Swiss power provider on the eve of electricity market opening. 37-48
  
• Aboelmagd Noureldin, Ahmed El-Shafie, Mahmoud Reda Taha:
  Optimizing neuro-fuzzy modules for data fusion of vehicular navigation systems using temporal cross-validation. 49-61
  
• Kellie B. Keeling, Evelyn C. Brown, Tabitha L. James:
  Grouping efficiency measures and their impact on factory measures for the machine-part cell formation problem: A simulation study. 63-78
  
• Qizhi Zhang, Weidong Zhang:
  Network partition for switched industrial Ethernet using genetic algorithm. 79-88
  
• Qie He, Ling Wang:
  An effective co-evolutionary particle swarm optimization for constrained engineering design problems. 89-99
  
• Zhonglong Zheng, Jie Yang, Yitan Zhu:
  Initialization enhancer for non-negative matrix factorization. 101-110
  

Volume 20, Number 2, March 2007

• Christine W. Chan, Raphael Idem, Paitoon Tontiwachwuthikul:
  Guest editors' introduction. 111-114
  
• Varanon Uraikul, Christine W. Chan, Paitoon Tontiwachwuthikul:
  Artificial intelligence for monitoring and supervisory control of process systems. 115-131
  
• Mano Ram Maurya, Raghunathan Rengaswamy, Venkat Venkatasubramanian:
  Fault diagnosis using dynamic trend analysis: A review and recent developments. 133-146
  
• Jan Morbach, Aidong Yang, Wolfgang Marquardt:
  OntoCAPE - A large-scale ontology for chemical process engineering. 147-161
  
• Arturas Kaklauskas, Edmundas Kazimieras Zavadskas, Vaidotas Trinkunas:
  A multiple criteria decision support on-line system for construction. 163-175
  
• Ganesh K. Venayagamoorthy, Scott C. Smith, Gaurav Singhal:
  Particle swarm-based optimal partitioning algorithm for combinational CMOS circuits. 177-184
  
• Pradipta K. Dash, Maya Nayak, Manas Ranjan Senapati, Ian W. C. Lee:
  Mining for similarities in time series data using wavelet-based feature vectors and neural networks. 185-201
  
• S. C. Tan, Chee Peng Lim, M. V. C. Rao:
  A hybrid neural network model for rule generation and its application to process fault detection and diagnosis. 203-213
  
• Bin Yu, Zhongzhen Yang, Chuntian Cheng:
  Optimizing the distribution of shopping centers with parallel genetic algorithm. 215-223
  
• Zhiying Hu, Christine W. Chan, Gordon H. Huang:
  Multi-objective optimization for process control of the in-situ bioremediation system under uncertainty. 225-237
  
• Xiao-kang Su, Guang-ming Zeng, Guo-he Huang, Jian-bing Li, Jie Liang, Ling-ling Wang, Chun-yan Du:
  Modeling research on the sorption kinetics of pentachlorophenol (PCP) to sediments based on neural networks and neuro-fuzzy systems. 239-247
  
• Vijander Singh, Indra Gupta, H. O. Gupta:
  ANN-based estimator for distillation using Levenberg-Marquardt approach. 249-259
  
• Shoumin Song, Abayomi J. Akande, Raphael O. Idem, Nader Mahinpey:
  Inter-relationship between preparation methods, nickel loading, characteristics and performance in the reforming of crude ethanol over Ni/Al₂O₃ catalysts: A neural network approach. 261-271
  
• Ali Ghaffari, Ali Reza Mehrabian, Morteza Mohammad-Zaheri:
  Identification and control of power plant de-superheater using soft computing techniques. 273-287
  

Volume 20, Number 3, April 2007

• Henry Y. K. Lau, Vicky W. K. Wong:
  An immunity approach to strategic behavioral control. 289-306
  
• Silvia B. González-Brambila, Eduardo F. Morales:
  Automatic generation of explanations: AGE. 307-323
  
• Murat Sensoy, F. Canan Pembe, Hande Zirtiloglu, Pinar Yolum, Ayse Basar Bener:
  Experience-based service provider selection in agent-mediated E-Commerce. 325-335
  
• Enrique Leon, Graham Clarke, Victor Callaghan, Francisco Sepulveda:
  A user-independent real-time emotion recognition system for software agents in domestic environments. 337-345
  
• Tak-Chung Fu, Korris Fu-Lai Chung, Robert Wing Pong Luk, Chak-man Ng:
  Stock time series pattern matching: Template-based vs. rule-based approaches. 347-364
  
• P. G. Benardos, George-Christopher Vosniakos:
  Optimizing feedforward artificial neural network architecture. 365-382
  
• David Vengerov:
  A reinforcement learning approach to dynamic resource allocation. 383-390
  
• Cristofer Englund, Antanas Verikas:
  A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process. 391-400
  
• S. Mohyeddin Bateni, S. M. Borghei, Dong-Sheng Jeng:
  Neural network and neuro-fuzzy assessments for scour depth around bridge piers. 401-414
  
• Y. Langeron, Michel Doussot, David J. Hewson, Jacques Duchêne:
  Classifying NIR spectra of textile products with kernel methods. 415-427
  

Volume 20, Number 4, June 2007

• Fariel Shafee:
  Neural networks with quantum gated nodes. 429-437
  
• Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood:
  A hierarchical SOM-based intrusion detection system. 439-451
  
• Philip M. Tsang, Paul Kwok, Steven O. Choy, Reggie Kwan, S. C. Ng, Jacky Mak, Jonathan Tsang, Kai Koong, Tak-Lam Wong:
  Design and implementation of NN5 for Hong Kong stock price forecasting. 453-461
  
• Abdulnasir Hossen, Fakhri Al-Wadahi, Joseph A. Jervase:
  Classification of modulation signals using statistical signal characterization and artificial neural networks. 463-472
  
• Reza Ghorbani, Qiong Wu, G. Gary Wang:
  Nearly optimal neural network stabilization of bipedal standing using genetic algorithm. 473-480
  
• P. K. Modi, S. P. Singh, J. D. Sharma:
  Voltage stability evaluation of power system with FACTS devices using fuzzy neural network. 481-491
  
• Alireza Akhbardeh, Sakari Junnila, Mikko Koivuluoma, Teemu Koivistoinen, Väinö Turjanmaa, Tiit Kööbi, Alpo Värri:
  Towards a heart disease diagnosing system based on force sensitive chair's measurement, biorthogonal wavelets and neural networks. 493-502
  
• Simon Oblak, Igor Skrjanc, Saso Blazic:
  Fault detection for nonlinear systems with uncertain parameters based on the interval fuzzy model. 503-510
  
• Emilie Poirson, Philippe Dépincé, Jean-François Petiot:
  User-centered design by genetic algorithms: Application to brass musical instrument optimization. 511-518
  
• Vanessa Cristina de Castilho, Mounir Khalil El Debs, Maria do Carmo Nicoletti:
  Using a modified genetic algorithm to minimize the production costs for slabs of precast prestressed concrete joists. 519-530
  
• Ming-Sheng Wu, Jyh-Horng Jeng, Jer-Guang Hsieh:
  Schema genetic algorithm for fractal image compression. 531-538
  
• V. S. Kodogiannis, M. Boulougoura, Edmund Wadge, John N. Lygouras:
  The usage of soft-computing methodologies in interpreting capsule endoscopy. 539-553
  
• Juan Jose García Adeva, Juan Manuel Pikatza Atxa:
  Intrusion detection in web applications using text mining. 555-566
  

Volume 20, Number 5, August 2007

• Lotfi A. Zadeh:
  Preface. 567
  
• Tadeusz Burczynski, Wojciech Cholewa, Wojciech Moczulski:
  Preface. 569
  
• Michal Bereta, Tadeusz Burczynski:
  Comparing binary and real-valued coding in hybrid immune algorithm for feature selection and classification of ECG signals. 571-585
  
• Izabela Brzezinska, Salvatore Greco, Roman Slowinski:
  Mining Pareto-optimal rules with respect to support and confirmation or support and anti-support. 587-600
  
• Vytautas Cyras:
  On formalisation of the goal concept in law. 601-608
  
• Józef Korbicz, Marek Kowal:
  Neuro-fuzzy networks and their application to fault detection of dynamical systems. 609-617
  
• Witold Kosinski:
  Evolutionary algorithm determining defuzzyfication operators. 619-627
  
• Waclaw Kus:
  Grid-enabled evolutionary algorithm application in the mechanical optimization problems. 629-636
  
• Rory A. Lewis, Cynthia Xin Zhang, Zbigniew W. Ras:
  Knowledge discovery-based identification of musical pitches and instruments in polyphonic sounds. 637-645
  
• M. Paruch, E. Majchrzak:
  Identification of tumor region parameters using evolutionary algorithm and multiple reciprocity boundary element method. 647-655
  
• Witold Pedrycz, Kaoru Hirota:
  Forming consensus in the networks of knowledge. 657-666
  
• James F. Peters, Christopher J. Henry:
  Approximation spaces in off-policy Monte Carlo learning. 667-675
  
• Wojciech Skarka:
  Application of MOKA methodology in generative model creation using CATIA. 677-690
  
• Zsolt János Viharos, Zsolt Kemény:
  AI techniques in modelling, assignment, problem solving and optimization. 691-698
  
• Dominik Wachla, Wojciech Moczulski:
  Identification of dynamic diagnostic models with the use of methodology of knowledge discovery in databases. 699-707
  
• Peter Wriggers, Marina Siplivaya, Irina Joukova, Roman Slivin:
  Intelligent support of engineering analysis using ontology and case-based reasoning. 709-720
  

Volume 20, Number 6, September 2007

• Massimiliano Barletta, A. Gisario, Stefano Guarino:
  Modelling of electrostatic fluidized bed (EFB) coating process using artificial neural networks. 721-733
  
• Nitin Muttil, Kwok-Wing Chau:
  Machine-learning paradigms for selecting ecologically significant input variables. 735-744
  
• Stanislaw Osowski, Konrad Garanty:
  Forecasting of the daily meteorological pollution using wavelets and support vector machine. 745-755
  
• Manuel Domínguez-González, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel A. Cuadrado Vega:
  Internet-based remote supervision of industrial processes using self-organizing maps. 757-765
  
• S. Syafiie, Fernando Tadeo, E. Martinez:
  Model-free learning control of neutralization processes using reinforcement learning. 767-782
  
• J. Enrique Muñoz Expósito, Sebastian García Galán, Nicolás Ruiz-Reyes, Pedro Vera-Candeas:
  Adaptive network-based fuzzy inference system vs. other classification algorithms for warped LPC-based speech/music discrimination. 783-793
  
• Nand Kishor, S. P. Singh, A. S. Raghuvanshi:
  Adaptive intelligent hydro turbine speed identification with water and random load disturbances. 795-808
  
• Ali Ghaffari, Ali Chaibakhsh, Caro Lucas:
  Soft computing approach for modeling power plant with a once-through boiler. 809-819
  
• De-Sheng Chen, Chang-Tzu Lin, Yiwen Wang, Ching-Hwa Cheng:
  Fixed-outline floorplanning using robust evolutionary search. 821-830
  
• Enrico Zio, Irina Crenguta Popescu:
  Recognizing signal trends on-line by a fuzzy-logic-based methodology optimized via genetic algorithms. 831-849
  
• Dipak Laha, Uday K. Chakraborty:
  An efficient stochastic hybrid heuristic for flowshop scheduling. 851-856
  
• Ahlem Ben Hassine, Tu Bao Ho:
  An agent-based approach to solve dynamic meeting scheduling problems with preferences. 857-873
  

Volume 20, Number 7, October 2007

• Arie Ben-David:
  A lot of randomness is hiding in accuracy. 875-885
  
• Vicenç Puig, Marcin Witczak, Fatiha Nejjari, Joseba Quevedo, Józef Korbicz:
  A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test. 886-897
  
• M. Kemal Ciliz, Masayoshi Tomizuka:
  Friction modelling and compensation for motion control using hybrid neural network models. 898-911
  
• Krzysztof Patan, Józef Korbicz:
  Fault detection in catalytic cracking converter by means of probability density approximation. 912-923
  
• Luis Antonio Aguirre, Gladstone Barbosa Alves, Marcelo Vieira Corrêa:
  Steady-state performance constraints for dynamical models based on RBF networks. 924-935
  
• Yong Duan, Qiang Liu, Xinhe Xu:
  Application of reinforcement learning in robot soccer. 936-950
  
• G. N. Marichal, Jonay Toledo, Leopoldo Acosta, Evelio J. González, G. Coll:
  A neuro-fuzzy method applied to the motors of a stereovision system. 951-958
  
• Jeng-Chung Chen, Ni-Bin Chang:
  Mining the fuzzy control rules of aeration in a Submerged Biofilm Wastewater Treatment Process. 959-969
  
• Jin Yuan, Kesheng Wang, Tao Yu, Minglun Fang:
  Integrating relevance vector machines and genetic algorithms for optimization of seed-separating process. 970-979
  
• Rong-Song He, Shun-Fa Hwang:
  Damage detection by a hybrid real-parameter genetic algorithm under the assistance of grey relation analysis. 980-992
  
• Viorel Mînzu, Liviu Beldiman:
  Some aspects concerning the implementation of a parallel hybrid metaheuristic. 993-999
  
• Wei Liang Xu, L. Kuhnert, K. D. Foster, John E. Bronlund, Johan Potgieter, Olaf Diegel:
  Object-oriented knowledge representation and discovery of human chewing behaviours. 1000-1012
  
• Feng Duan, Yaonan Wang, Huanjun Liu, Yang-Guo Li:
  A machine vision inspector for beer bottle. 1013-1021
  

Volume 20, Number 8, December 2007

• Rainer Palm:
  Multiple-step-ahead prediction in control systems with Gaussian process models and TS-fuzzy models. 1023-1035
  
• Carlos Ariño, Antonio Sala:
  Relaxed LMI conditions for closed-loop fuzzy systems with tensor-product structure. 1036-1046
  
• Alex Shenfield, Peter J. Fleming, Muhammad Alkarouri:
  Computational steering of a multi-objective evolutionary algorithm for engineering design. 1047-1057
  
• Mohammad Saniee Abadeh, Jafar Habibi, Zeynab Barzegar, Muna Sergi:
  A parallel genetic local search algorithm for intrusion detection in computer networks. 1058-1069
  
• Otis Smart, Hiram Firpi, George J. Vachtsevanos:
  Genetic programming of conventional features to detect seizure precursors. 1070-1085
  
• Swagatam Das, Amit Konar:
  A swarm intelligence approach to the synthesis of two-dimensional IIR filters. 1086-1096
  
• Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Ioannis N. Athanasiadis, Pericles A. Mitkas:
  Data mining for agent reasoning: A synergy for training intelligent agents. 1097-1111
  
• Osama Zaki, Keith E. Brown, John Fletcher, David M. Lane:
  Detecting faults in heterogeneous and dynamic systems using DSP and an agent-based architecture. 1112-1124
  
• Victor H. Benitez, Edgar N. Sanchez, Alexander G. Loukianov:
  Decentralized adaptive recurrent neural control structure. 1125-1132
  
• Manjaree Pandit, Laxmi Srivastava, Vijay Singh, Jaydev Sharma:
  Coherency-based fast voltage contingency ranking employing counterpropagation neural network. 1133-1143
  
• D. H. Tran, A. W. M. Ng, B. J. C. Perera:
  Neural networks deterioration models for serviceability condition of buried stormwater pipes. 1144-1151
  
• Ramon Sarrate, J. Aguilar, Fatiha Nejjari:
  Event-based process monitoring. 1152-1162
  

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