Soft Computing, Volume 16

Volume 16, Number 1, January 2012

• 
  Chao-Yi Huang, Jong-Chen Chen:
  Assimilating and integrating network signals for solving some complex problems with a multiscale neural architecture. 1-10
• 
  Hsu-Kun Wu, Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng:
  Study on semiparametric Wilcoxon fuzzy neural networks. 11-21
• 
  Hiroshi Someya:
  Theoretical basis of parameter tuning for finding optima near the boundaries of search spaces in real-coded genetic algorithms. 23-45
• 
  Pedro H. Abreu, José Moura, Daniel Castro Silva, Luís Paulo Reis, Júlio Garganta:
  Performance analysis in soccer: a Cartesian coordinates based approach using RoboCup data. 47-61
• 
  Shih-Wei Lin, Shih-Chieh Chen:
  Parameter determination and feature selection for C4.5 algorithm using scatter search approach. 63-75
• 
  Cairong Zhao, Zhihui Lai, Chuancai Liu, Xingjian Gu, Jianjun Qian:
  Fuzzy local maximal marginal embedding for feature extraction. 77-87
• 
  Ming-Hung Shu, Hsien-Chung Wu:
  Manufacturing process performance evaluation for fuzzy data based on loss-based capability index. 89-99
• 
  Jirí Mockor:
  Fuzzy sets and cut systems in a category of sets with similarity relations. 101-107
• 
  Josef Niederle, Jan Paseka:
  More about sharp and meager elements in Archimedean atomic lattice effect algebras. 109-119
• 
  Tofigh Allahviranloo, Mojtaba Ghanbari:
  A new approach to obtain algebraic solution of interval linear systems. 121-133
• 
  Ramón Alberto Carrasco, Pedro Villar:
  A new model for linguistic summarization of heterogeneous data: an application to tourism web data sources. 135-151
• 
  Mohammad Abdel Kareem Jaradat, Mohammad H. Garibeh, Eyad A. Feilat:
  Autonomous mobile robot dynamic motion planning using hybrid fuzzy potential field. 153-164
• 
  Reza Zarei, Mohammad Amini, S. M. Taheri, A. H. Rezaei:
  Bayesian estimation based on vague lifetime data. 165-174
• 
  Reza Zarei, Mohammad Amini, S. M. Taheri, A. H. Rezaei:
  Erratum to: Bayesian estimation based on vague lifetime data. 175
• 
  Esko Turunen, Nganteu Tchikapa, Celestin Lele:
  n-Fold implicative basic logic is Gödel logic. 177-181
• 
  Esko Turunen, Nganteu Tchikapa, Celestin Lele:
  Erratum to: n-Fold implicative basic logic is Gödel logic. 183

Volume 16, Number 2, February 2012

Special Issue on Evolutionary Computation on General Purpose Graphics Processing Units

• 
  José L. Risco-Martín, Juan Lanchares, Carlos A. Coello Coello:
  Special issue on evolutionary computation on general purpose graphics processing units. 185-186
• 
  Alberto Cano, Amelia Zafra, Sebastián Ventura:
  Speeding up the evaluation phase of GP classification algorithms on GPUs. 187-202
• 
  Iván Contreras, Yiyi Jiang, José Ignacio Hidalgo, Laura Núñez-Letamendia:
  Using a GPU-CPU architecture to speed up a GA-based real-time system for trading the stock market. 203-215
• 
  Raúl Cabido, Antonio S. Montemayor, Juan José Pantrigo:
  High performance memetic algorithm particle filter for multiple object tracking on modern GPUs. 217-230
• 
  José M. Cecilia, José M. García, Ginés D. Guerrero, Miguel A. Martínez-del-Amor, Mario J. Pérez-Jiménez, Manuel Ujaldon:
  The GPU on the simulation of cellular computing models. 231-246
• 
  Dave McKenney, Tony White:
  Stock trading strategy creation using GP on GPU. 247-259
• 
  Ogier Maitre, Frédéric Krüger, Stephane Querry, Nicolas Lachiche, Pierre Collet:
  EASEA: specification and execution of evolutionary algorithms on GPGPU. 261-279
• 
  Erik Cuevas, Felipe Sención-Echauri, Daniel Zaldivar, Marco A. Pérez Cisneros:
  Multi-circle detection on images using artificial bee colony (ABC) optimization. 281-296
• 
  Tofigh Allahviranloo, Soheil Salahshour, Saeid Abbasbandy:
  Explicit solutions of fractional differential equations with uncertainty. 297-302
• 
  Yiqiao Cai, Jiahai Wang, Jian Yin:
  Learning-enhanced differential evolution for numerical optimization. 303-330
• 
  Jesús Marín, Daniel Molina, Francisco Herrera:
  Modeling dynamics of a real-coded CHC algorithm in terms of dynamical probability distributions. 331-351
• 
  Bice Cavallo, Livia D'Apuzzo:
  Deriving weights from a pairwise comparison matrix over an alo-group. 353-366

Volume 16, Number 3, March 2012

Special Issue on Bio-inspired Computing for Hybrid Information Technology

• 
  Binod Vaidya, Jong Hyuk Park, Hamid R. Arabnia, Witold Pedrycz, Sheng-Lung Peng:
  Bio-inspired computing for hybrid information technology. 367-368
• 
  Sidra Batool Kazmi, Qurat-ul Ain, M. Arfan Jaffar:
  Wavelets-based facial expression recognition using a bank of support vector machines. 369-379
• 
  Kuo-Yuan Hwa, Boopathi Subramani, Kay-Hooi Khoo:
  Putative xylosyltransferase genes in Trichomonas vaginalis. 381-391
• 
  Kuo-Yuan Hwa, Wan-Man Lin, Chueh-Pai Li:
  LGTBase: LARGE-like GlcNAc Transferase Database. 393-401
• 
  Hyun-Joo Kang, Yang Sun Lee, Doo-Soon Park, Duk-Ho Kang:
  Effects of 12-week circuit weight training and aerobic exercise on body composition, physical fitness, and pulse wave velocity in obese collegiate women. 403-410
• 
  Pankaj Chopra, Hanjun Shin, Jaewoo Kang, Sunwon Lee:
  SignatureClust: a tool for landmark gene-guided clustering. 411-418
• 
  Malrey Lee, Eun-Kwan Kang:
  Termite tunneling feature extraction using genetic algorithm. 419-425
• 
  Chi-Yuan Chen, Yao-Hsin Chou, Han-Chieh Chao:
  Distributed quantum entanglement sharing model for high-performance real-time system. 427-435
• 
  Sudip Misra, Prateek Agarwal:
  Bio-inspired group mobility model for mobile ad hoc networks based on bird-flocking behavior. 437-450
• 
  Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente-Aparicio:
  Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection. 451-470
• 
  Wei-Lan Suo, Bo Feng, Zhi-Ping Fan:
  Extension of the DEMATEL method in an uncertain linguistic environment. 471-483
• 
  Hai-Yang Li, Ji-Gen Peng:
  Quotients and weakly algebraic sets in pseudoeffect algebras. 485-492
• 
  Ramon Jansana, Umberto Rivieccio:
  Residuated bilattices. 493-504
• 
  Shunqin Li:
  Some comments on fuzzy variables with different membership functions. 505-509
• 
  Amilkar Puris, Rafael Bello, Daniel Molina, Francisco Herrera:
  Variable mesh optimization for continuous optimization problems. 511-525
• 
  José Antonio Parejo, Antonio Ruiz Cortés, Sebastián Lozano, Pablo Fernandez:
  Metaheuristic optimization frameworks: a survey and benchmarking. 527-561

Volume 16, Number 4, April 2012

• 
  Igor N. Aizenberg, Antonio Luchetta, Stefano Manetti:
  A modified learning algorithm for the multilayer neural network with multi-valued neurons based on the complex QR decomposition. 563-575
• 
  Zhibin Wu, Jiuping Xu:
  Consensus reaching models of linguistic preference relations based on distance functions. 577-589
• 
  Ekrem Savas:
  A note on double lacunary statistical $$\sigma$$ -convergence of fuzzy numbers. 591-595
• 
  Jixiang Cheng, Gexiang Zhang, Zhidan Li, Yuquan Li:
  Multi-objective ant colony optimization based on decomposition for bi-objective traveling salesman problems. 597-614
• 
  Huayang Xie, Mengjie Zhang:
  Impacts of sampling strategies in tournament selection for genetic programming. 615-633
• 
  Michal Botur, Anatolij Dvurecenskij, Tomasz Kowalski:
  On normal-valued basic pseudo-hoops. 635-644
• 
  Chao-Ton Su, Yan-Cheng Chen:
  Rule extraction algorithm from support vector machines and its application to credit screening. 645-658
• 
  Hamzeh Agahi, Adel Mohammadpour, S. Mansour Vaezpour:
  A generalization of the Chebyshev type inequalities for Sugeno integrals. 659-666
• 
  José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone:
  OFP_CLASS: a hybrid method to generate optimized fuzzy partitions for classification. 667-682
• 
  Jesús Marín:
  How landscape ruggedness influences the performance of real-coded algorithms: a comparative study. 683-698
• 
  Xingxing He, Yang Xu, Jun Liu, Shuwei Chen:
  On compatibilities of α-lock resolution method in linguistic truth-valued lattice-valued logic. 699-709
• 
  Jiahai Wang, Ying Zhou, Yiqiao Cai, Jian Yin:
  Learnable tabu search guided by estimation of distribution for maximum diversity problems. 711-728
• 
  Kh. Abolpour, M. M. Zahedi:
  Isomorphism between two BL-general fuzzy automata. 729-736
• 
  Masoud Haveshki, Mahboobeh Mohamadhasani:
  Lack of associative filters in lattice implication algebras. 737-738

Volume 16, Number 5, May 2012

Special Issue on Knowledge Extraction from Low Quality Data: Theoretical, Methodological and Practical Issues

• 
  Luciano Sánchez, Inés Couso:
  Guest editorial: special issue on "knowledge extraction from low quality data: theoretical, methodological and practical issues". 739-740
• 
  Zohra Leila Cherfi, Latifa Oukhellou, Etienne Côme, Thierry Denoeux, Patrice Aknin:
  Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis. 741-754
• 
  Luciano Sánchez, Inés Couso:
  Singular spectral analysis of ill-known signals and its application to predictive maintenance of windmills with SCADA records. 755-768
• 
  Kevin Loquin, Didier Dubois:
  A fuzzy interval analysis approach to kriging with ill-known variogram and data. 769-784
• 
  Concepción Roldán, Antonio-Francisco Roldán-López-de-Hierro, Juan Martínez-Moreno:
  A fuzzy regression model based on distances and random variables with crisp input and fuzzy output data: a case study in biomass production. 785-795
• 
  Óscar Ibáñez, Oscar Cordón, Sergio Damas:
  A cooperative coevolutionary approach dealing with the skull-face overlay uncertainty in forensic identification by craniofacial superimposition. 797-808
• 
  Olivier Strauss, Agnès Rico:
  Towards interval-based non-additive deconvolution in signal processing. 809-820
• 
  Sébastien Destercke, Olivier Strauss:
  Filtering with clouds. 821-831
• 
  Sébastien Destercke:
  A K-nearest neighbours method based on imprecise probabilities. 833-844
• 
  José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone:
  Extending information processing in a Fuzzy Random Forest ensemble. 845-861
• 
  Julián Luengo, José A. Sáez, Francisco Herrera:
  Missing data imputation for fuzzy rule-based classification systems. 863-881
• 
  Ana M. Palacios, María José Gacto, Jesús Alcalá-Fdez:
  Mining fuzzy association rules from low-quality data. 883-901
• 
  Christian Borgelt, Christian Braune, Tobias Kötter, Sonja Grün:
  New algorithms for finding approximate frequent item sets. 903-917

Volume 16, Number 6, June 2012

• 
  Elisabet Parras-Gutierrez, Maribel García Arenas, Víctor M. Rivas, María José del Jesus:
  Coevolution of lags and RBFNs for time series forecasting: L-Co-R algorithm. 919-942
• 
  Stylianos Kampakis:
  Improved Izhikevich neurons for spiking neural networks. 943-953
• 
  Amelia Zafra, Sebastián Ventura:
  Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems. 955-977
• 
  Carmen Chirita:
  Polyadic tense theta-valued Lukasiewicz-Moisil algebras. 979-987
• 
  Arup Kumar Nandi, Shubhabrata Datta, Kalyanmoy Deb:
  Design of particle-reinforced polyurethane mould materials for soft tooling process using evolutionary multi-objective optimization algorithms. 989-1008
• 
  Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
  Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks. 1009-1020
• 
  Binod Chandra Tripathy, Mausumi Sen, Soumitra Nath:
  I-convergence in probabilistic n-normed space. 1021-1027
• 
  Hifsi Altinok, Rifat Çolak, Yavuz Altin:
  On the class of λ-statistically convergent difference sequences of fuzzy numbers. 1029-1034
• 
  Majid Amirfakhrian:
  Analyzing the solution of a system of fuzzy linear equations by a fuzzy distance. 1035-1041
• 
  Shou-Jen Chang-Chien, Wen-Liang Hung, Miin-Shen Yang:
  On mean shift-based clustering for circular data. 1043-1060
• 
  Yangyang Li, Rongrong Xiang, Licheng Jiao, Ruochen Liu:
  An improved cooperative quantum-behaved particle swarm optimization. 1061-1069
• 
  Ludo Waltman, Nees Jan van Eck:
  A mathematical analysis of the long-run behavior of genetic algorithms for social modeling. 1071-1089
• 
  Mehdi Khashei, Mehdi Bijari, Seyed Reza Hejazi:
  Combining seasonal ARIMA models with computational intelligence techniques for time series forecasting. 1091-1105

Volume 16, Number 7, July 2012

Special Issue on Fuzzy Ontologies and Fuzzy Markup Language Applications

• 
  Giovanni Acampora, Chang-Shing Lee:
  Special issue on fuzzy ontologies and fuzzy markup language applications. 1107-1108
• 
  Wen-Yang Lin, Ja-Hwung Su, Ming-Cheng Tseng:
  Updating generalized association rules with evolving fuzzy taxonomies. 1109-1118
• 
  David T. Parry, Tsung-Chun Tsai:
  Crowdsourcing techniques to create a fuzzy subset of SNOMED CT for semantic tagging of medical documents. 1119-1127
• 
  Mateus Ferreira Satler, Francisco P. Romero, Víctor Hugo Menéndez-Domínguez, Alfredo Zapata, Manuel E. Prieto:
  Fuzzy ontologies-based user profiles applied to enhance e-learning activities. 1129-1141
• 
  Christer Carlsson, Matteo Brunelli, József Mezei:
  Decision making with a fuzzy ontology. 1143-1152
• 
  Carmen De Maio, Giuseppe Fenza, Domenico Furno, Vincenzo Loia, Sabrina Senatore:
  OWL-FC: an upper ontology for semantic modeling of Fuzzy Control. 1153-1164
• 
  Giovanni Acampora, Chang-Shing Lee, Autilia Vitiello, Mei-Hui Wang:
  Evaluating cardiac health through semantic soft computing techniques. 1165-1181
• 
  Giovanni Acampora:
  Exploiting timed automata based fuzzy controllers for designing adaptive intrusion detection systems. 1183-1196
• 
  Samrand Khaleie, Mehdi Fasanghari:
  An intuitionistic fuzzy group decision making method using entropy and association coefficient. 1197-1211
• 
  Ivan Chajda, Miroslav Kolarík:
  Very true operators in effect algebras. 1213-1218
• 
  Rajab Ali Borzooei, Gholam Reza Rezaei, Nader Kouhestani:
  Separation axioms in (semi)topological quotient BL-algebras. 1219-1227
• 
  Ioannis X. Tassopoulos, Grigorios N. Beligiannis:
  Using particle swarm optimization to solve effectively the school timetabling problem. 1229-1252
• 
  Mojtaba Ahmadieh Khanesar, Mohammad Teshnehlab, Okyay Kaynak:
  Control and synchronization of chaotic systems using a novel indirect model reference fuzzy controller. 1253-1265
• 
  Fani A. Tzima, Pericles A. Mitkas, John B. Theocharis:
  Clustering-based initialization of Learning Classifier Systems - Effects on model performance, readability and induction time. 1267-1286

Volume 16, Number 8, August 2012

• 
  M. H. Fazel Zarandi, R. Gamasaee:
  Type-2 fuzzy hybrid expert system for prediction of tardiness in scheduling of steel continuous casting process. 1287-1302
• 
  Morteza Alinia Ahandani, Hosein Alavi-Rad:
  Opposition-based learning in the shuffled differential evolution algorithm. 1303-1337
• 
  Sylvia Pulmannová, Elena Vinceková:
  Abelian extensions of partially ordered partial monoids. 1339-1346
• 
  Pijush Samui, Pradeep Kurup:
  Multivariate adaptive regression spline (MARS) and least squares support vector machine (LSSVM) for OCR prediction. 1347-1351
• 
  Feng Qian, Bin Xu, Rongbin Qi, Huaglory Tianfield:
  Self-adaptive differential evolution algorithm with α-constrained-domination principle for constrained multi-objective optimization. 1353-1372
• 
  Costas Voglis, Konstantinos E. Parsopoulos, Isaac E. Lagaris:
  Particle swarm optimization with deliberate loss of information. 1373-1392
• 
  Ming-Bo Zhao, Tommy W. S. Chow, Zhao Zhang:
  Random walk-based fuzzy linear discriminant analysis for dimensionality reduction. 1393-1409
• 
  Ivan Chajda, Helmut Länger:
  A non-associative generalization of effect algebras. 1411-1414
• 
  Jianhua Jin, Qingguo Li:
  Fuzzy grammar theory based on lattices. 1415-1426
• 
  José-Francisco Díez-Pastor, Andrés Bustillo, Guillem Quintana, César Ignacio García-Osorio:
  Boosting Projections to improve surface roughness prediction in high-torque milling operations. 1427-1437
• 
  Yun Zhang, Hongxu Ma, Baohong Liu, Jian Liu:
  Group decision making with 2-tuple intuitionistic fuzzy linguistic preference relations. 1439-1446
• 
  Simon Miller, Mario A. Góngora, Jonathan M. Garibaldi, Robert I. John:
  Interval type-2 fuzzy modelling and stochastic search for real-world inventory management. 1447-1459

Volume 16, Number 9, September 2012

Special Issue on Extreme Learning Machines (ELM 2011) Hangzhou, China, December 6 - 8, 2011

• 
  Xi-Zhao Wang, Dianhui Wang, Guang-Bin Huang:
  Editorial. 1461-1463
• 
  Ran Wang, Sam Kwong, Xizhao Wang:
  A study on random weights between input and hidden layers in extreme learning machine. 1465-1475
• 
  Gai-tang Wang, Ping Li, Jiangtao Cao:
  Variable activation function extreme learning machine based on residual prediction compensation. 1477-1484
• 
  Guorui Feng, Zhenxing Qian, Xinpeng Zhang:
  Evolutionary selection extreme learning machine optimization for regression. 1485-1491
• 
  Jun-Hai Zhai, Hong-Yu Xu, Xi-Zhao Wang:
  Dynamic ensemble extreme learning machine based on sample entropy. 1493-1502
• 
  Jianwei Zhao, Dong Sun Park, Joonwhoan Lee, Feilong Cao:
  Generalized extreme learning machine acting on a metric space. 1503-1514
• 
  Xiaoming Chen, Wanquan Liu, Jian-Huang Lai, Zhen Li, Chong Lu:
  Face recognition via local preserving average neighborhood margin maximization and extreme learning machine. 1515-1523
• 
  Ion Marqués, Manuel Graña:
  Face recognition with lattice independent component analysis and extreme learning machines. 1525-1537
• 
  Kwontaeg Choi, Kar-Ann Toh, Youngjung Uh, Hyeran Byun:
  Service-oriented architecture based on biometric using random features and incremental neural networks. 1539-1553
• 
  Shan Juan Xie, JuCheng Yang, Hui Gong, Sook Yoon, Dong Sun Park:
  Intelligent fingerprint quality analysis using online sequential extreme learning machine. 1555-1568
• 
  Chen Pan, Dong Sun Park, Huijuan Lu, Xiangping Wu:
  Color image segmentation by fixation-based active learning with ELM. 1569-1584
• 
  Jian Tang, Dianhui Wang, Tianyou Chai:
  Predicting mill load using partial least squares and extreme learning machines. 1585-1594
• 
  Dianhui Wang, Hai Thanh Do:
  Computational localization of transcription factor binding sites using extreme learning machines. 1595-1606
• 
  Botao Wang, Guoren Wang, Jiajia Li, Biao Wang:
  Update strategy based on region classification using ELM for mobile object index. 1607-1615
• 
  Yiqiang Chen, Zhongtang Zhao, Shuangquan Wang, Zhenyu Chen:
  Extreme learning machine-based device displacement free activity recognition model. 1617-1625
• 
  Yingjie Li, Yan Li, Junhai Zhai, Simon C. K. Shiu:
  RTS game strategy evaluation using extreme learning machine. 1627-1637

Volume 16, Number 10, October 2012

• 
  Catalin Busneag, Dana Piciu:
  The stable topology for residuated lattices. 1639-1655
•