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Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007
- Patricia Melin, Oscar Castillo, Eduardo Gómez-Ramírez, Janusz Kacprzyk, Witold Pedrycz:
Analysis and Design of Intelligent Systems using Soft Computing Techniques, a selection of papers from IFSA 2007. Advances in Soft Computing 41, Springer 2007, ISBN 978-3-540-72431-5 - Lotfi A. Zadeh:
Fuzzy Logic as the Logic of Natural Languages. 1-2
Type-2 Fuzzy Logic: Theory and Applications
- Jérica Urías, Denisse Hidalgo, Patricia Melin
, Oscar Castillo
A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems. 5-15 - Christian Wagner
Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots. 16-25 - Sunghoi Huh, Seung-Eun Yang, Kwang-Hyun Park, Jun-Hyeong Do
Adaptive Type-2 Fuzzy Logic for Intelligent Home Environment. 26-35 - Gerardo M. Mendez:
Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS-BP. 36-44 - Roberto Sepúlveda, Oscar Castillo
An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications. 45-52 - Juan R. Castro
Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox. 53-62 - Oscar Castillo
Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Systems. 63-75
Fuzzy Clustering: Theory and Applications
- Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet
Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study. 79-87 - Soowhan Han, Sungdae Park, Witold Pedrycz:
MFCM for Nonlinear Blind Channel Equalization. 88-98 - Adriana da Costa F. Chaves, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification. 99-108 - Frank Chung-Hoon Rhee, Jong Hoon Park, Byung-In Choi:
Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification. 109-118 - László Szilágyi, Sándor M. Szilágyi, Zoltán Benyó:
A Modified FCM Algorithm for Fast Segmentation of Brain MR Images. 119-127 - Derek Anderson, Robert H. Luke III, James M. Keller:
Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units. 128-139 - Daniel Graves, Witold Pedrycz:
Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel-Based FCM: A Comparative Study. 140-149 - Qingjie Zhao, Jingjing Song, Yueyin Wu:
Improved Fuzzy C-Means Segmentation Algorithm for Images with Intensity Inhomogeneity. 150-159
Intelligent Identification and Control
- Ieroham S. Baruch, Jose-Luis Olivares, Carlos-Roman Mariaca-Gaspar, Rosalba Galván-Guerra:
A Fuzzy-Neural Hierarchical Multi-model for Systems Identification and Direct Adaptive Control. 163-172 - Eun-Chul Shin, Tae-Sik Park, Ji-Yoon Yoo, Dong-Sik Kim:
Robust Speed Controller Design Method Based on Fuzzy Control for Torsional Vibration Suppression in Two-Mass System. 173-184 - Seongwon Cho, Jaemin Kim, Sun-Tae Chung:
Self-organizing Fuzzy Controller Based on Fuzzy Neural Network. 185-194 - Alexandre Tazoniero, Rodrigo Gonçalves, Fernando A. C. Gomide:
Decision Making Strategies for Real-Time Train Dispatch and Control. 195-204 - José Antonio Ruz Hernández
Soft Margin Training for Associative Memories Implemented by Recurrent Neural Networks. 205-214
Time Series Prediction
- Patricia Melin
Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting. 217-225 - Toly Chen:
Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network. 226-235 - Toly Chen
A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab. 236-245 - Tahseen Ahmed Jilani
M-Factor High Order Fuzzy Time Series Forecasting for Road Accident Data. 246-254 - Mrinalini Shah:
Fuzzy Time Series: A Realistic Method to Forecast Gross Domestic Capital of India. 255-264 - Patricia Melin
Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction. 265-273
Pattern Recognition
- Luís Ernesto Mancilla-Espinosa, Juan Martín Carpio Valadez
Characterize the Parameters of Genetic Algorithms Based on Zernike Polynomials for Recovery of the Phase of Interferograms of Closed Fringes Using Hybrid Technique. 277-289 - Adnan Khashman, Boran Sekeroglu
Rotated Coin Recognition Using Neural Networks. 290-297 - Wojciech Kacalak
Selected Problems of Intelligent Handwriting Recognition. 298-305 - Keeseong Lee:
3-D Object Recognition Using an Ultrasonic Sensor Array and Neural Networks. 306-315 - Boguslaw Cyganek:
Soft System for Road Sign Detection. 316-326 - Rahib Hidayat Abiyev, Fakhreddin Mamedov, Tayseer Alshanableh:
Nonlinear Neuro-fuzzy Network for Channel Equalization. 327-336 - Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet
On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer. 337-345 - Sándor M. Szilágyi, László Szilágyi, Zoltán Benyó:
Spatial Heart Simulation and Analysis Using Unified Neural Network. 346-354 - Miguel Lopez
A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach. 355-364 - Patricia Melin
Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration. 365-373
Evolutionary Computation
- Luciano Stefanini
A Differential Evolution Algorithm for Fuzzy Extension of Functions. 377-386 - Hisao Ishibuchi
Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection. 387-396 - Hong-Wei Ge, Wenli Du, Feng Qian, Wang Lu:
A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors. 397-407 - Broderick Crawford
A Cultural Algorithm for Solving the Set Covering Problem. 408-415 - Byung Joo Park, Hyung Rim Choi, Moo Hong Kang:
Integration of Production and Distribution Planning Using a Genetic Algorithm in Supply Chain Management. 416-426 - Mario A. Muñoz
Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform. 427-435 - Pablo Carmona
An Ant Colony Optimization plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions. 436-444 - Min-Soo Kim:
Performance Improvement of the Attitude Estimation System Using Fuzzy Inference and Genetic Algorithms. 445-454 - Orlando Durán
Multi Objective Optimization in Machining Operations. 455-462 - Fevrier Valdez
Evolutionary Computing for the Optimization of Mathematical Functions. 463-472 - Oscar Montiel
Providing Intelligence to Evolutionary Computational Methods. 473-481
Fuzzy Modeling
- Luciano Stefanini
Representing Fuzzy Numbers for Fuzzy Calculus. 485-494 - Dimitar Vassilev Lakov:
Fuzzy Parallel Processing of Hydro Power Plants - Why Not? 495-503 - Bin Luo:
A Dynamic Method of Experiment Design of Computer Aided Sensory Evaluation. 504-510 - Bulent Tutmez
Measure of Uncertainty in Regional Grade Variability. 511-518 - Maria Socorro García-Cascales, María Teresa Lamata, José L. Verdegay:
PC-TOPSIS Method for the Selection of a Cleaning System for Engine Maintenance. 519-529 - Zhenyuan Wang, George J. Klir:
Coordination Uncertainty of Belief Measures in Information Fusion. 530-538 - João Paulo Carvalho
Two-Input Fuzzy TPE Systems. 539-548 - Janos L. Grantner, George A. Fodor, Ramakrishna Gottipati, Norali Pernalete, Sandra Edwards:
Intelligent Decision Support System. 549-557 - Ihn-Han Bae, Yoon-Jeong Kim:
An Adaptive Location Service on the Basis of Fuzzy Logic for MANETs. 558-565
Intelligent Manufacturing and Scheduling
- Jun Wang, Di Zheng, Huaimin Wang, Quanyuan Wu:
Fuzzy Logic Based Replica Management Infrastructure for Balanced Resource Allocation and Efficient Overload Control of the Complex Service-Oriented Applications. 569-579 - Toly Chen:
A Fuzzy-Neural Approach with BPN Post-classification for Job Completion Time Prediction in a Semiconductor Fabrication Plant. 580-589 - Alberto Alfonso Aguilar-Lasserre
Enhanced Genetic Algorithm-Based Fuzzy Multiobjective Strategy to Multiproduct Batch Plant Design. 590-599 - Minghao Yin, Jigui Sun:
Extension or Resolution: A Novel Approach for Reasoning in Possibilistic Logic. 600-607 - Maryam Nasiri, S. Mahmoud Taheri, Hamed Tarkesh:
Applying Genetic-Fuzzy Approach to Model Polyester Dyeing. 608-617 - Yuan Kang, Chun-Chieh Wang, Yeon-Pun Chang:
Gear Fault Diagnosis in Time Domains by Using Bayesian Networks. 618-627 - Hong-Wei Ge, Wenli Du, Feng Qian, Wang Lu:
An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System. 628-637 - Irfan Ertugrul, Mustafa Günes:
Fuzzy Multi-criteria Decision Making Method for Machine Selection. 638-648 - Irfan Ertugrul, Mustafa Günes:
Fuzzy Goal Programming and an Application of Production Process. 649-659 - Irfan Ertugrul, Mustafa Günes:
The Usage of Fuzzy Quality Control Charts to Evaluate Product Quality and an Application. 660-673
Intelligent Agents
- Christian Anthony L. Go, Won-Hyung Lee:
An Intelligent Belief-Desire-Intention Agent for Digital Game-Based Learning. 677-685 - Woonsuk Suh, Seunghwa Lee, Eunseok Lee
Improved Scheme for Telematics Fault Tolerance with Agents. 686-695 - Byung Joo Park, Hyung Rim Choi, Moo Hong Kang:
Multi-agent Based Integration of Production and Distribution Planning Using Genetic Algorithm in the Supply Chain Management. 696-706 - Arnulfo Alanis Garza, Juan José Serrano, Rafael Ors Carot, José Mario García Valdez
Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node. 707-716
Neural Networks Theory
- Eduardo Gómez-Ramírez
The Game of Life Using Polynomial Discrete Time Cellular Neural Networks. 719-726 - Iván S. Razo-Zapata
Reinforcement Learning in Continuous Systems: Wavelet Networks Approach. 727-736 - Sándor M. Szilágyi, László Szilágyi, Zoltán Benyó:
Support Vector Machine-Based ECG Compression. 737-745 - Mark D. Alexiuk, Nick J. Pizzi, Witold Pedrycz:
Tuning FCMP to Elicit Novel Time Course Signatures in fMRI Neural Activation Studies. 746-755
Robotics
- TaeSeok Jin, JinWoo Park:
Moving Object Tracking Using the Particle Filter and SOM in Robotic Space with Network Sensors. 759-768 - Jau-Woei Perng, Bing-Fei Wu, Tien-Yu Liao, Tsu-Tian Lee:
Robust Stability Analysis of a Fuzzy Vehicle Lateral Control System Using Describing Function Method. 769-779 - Hichem Maaref
Self-tunable Fuzzy Inference System: A Comparative Study for a Drone. 780-789 - Miguel Angel Porta García, Oscar Montiel
Optimal Path Planning for Autonomous Mobile Robot Navigation Using Ant Colony Optimization and a Fuzzy Cost Function Evaluation. 790-798 - Oscar Castillo
Intelligent Control and Planning of Autonomous Mobile Robots Using Fuzzy Logic and Multiple Objective Genetic Algorithms. 799-807
Fuzzy Logic Applications
- Mohammad Hossein Fazel Zarandi, Javid Jouzdani
Generalized Reinforcement Learning Fuzzy Control with Vague States. 811-820 - Asli Celikyilmaz, I. Burhan Türksen:
New Cluster Validity Index with Fuzzy Functions. 821-830 - Mohammad Hossein Fazel Zarandi, Mahmood Rezaei Sadrabadi, I. Burhan Türksen:
A Fuzzy Model for Supplier Selection and Development. 831-841 - Mohammad Hossein Fazel Zarandi, Adel Alaeddini, I. Burhan Türksen, Mehdi Ghazanfari
A Neuro-fuzzy Multi-objective Design of Shewhart Control Charts. 842-852
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