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MICAI 2010: Pachuca, Mexico
- Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García:
Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6438, Springer 2010, ISBN 978-3-642-16772-0
Invited Paper
- Boris Stilman, Vladimir Yakhnis, Oleg Umanskiy:
Discovering Role of Linguistic Geometry. 1-21
Machine Learning and Pattern Recognition
- Brijnesh J. Jain, Klaus Obermayer:
Elkan's k-Means Algorithm for Graphs. 22-32 - Everton Alvares Cherman, Jean Metz, Maria Carolina Monard:
A Simple Approach to Incorporate Label Dependency in Multi-label Classification. 33-43 - Vadim N. Vagin, Marina V. Fomina
:
Methods and Algorithms of Information Generalization in Noisy Databases. 44-55 - Leonardo Chang
Object Class Recognition Using SIFT and Bayesian Networks. 56-66 - Songfeng Zheng:
Boosting Based Conditional Quantile Estimation for Regression and Binary Classification. 67-79 - Herón Molina-Lozano:
A Fast Fuzzy Cocke-Younger-Kasami Algorithm for DNA and RNA Strings Analysis. 80-91 - Guillermo Sánchez-Díaz
A Fast Implementation of the CT_EXT Algorithm for the Testor Property Identification. 92-103 - Rogelio Salinas-Gutiérrez
Supervised Probabilistic Classification Based on Gaussian Copulas. 104-115 - Ali Zulfiqar, Aslam Muhammad, Ana María Martínez Enríquez, Gonzalo Escalada-Imaz:
Text-Independent Speaker Identification Using VQ-HMM Model Based Multiple Classifier System. 116-125 - Omer Boehm, David R. Hardoon, Larry M. Manevitz:
Towards One-Class Pattern Recognition in Brain Activity via Neural Networks. 126-137 - Antonio Camarena-Ibarrola, Edgar Chávez
Real Time Tracking of Musical Performances. 138-148 - Laura Jeanine Razo Gil, Salvador Godoy-Calderón, Ricardo Barrón Fernández:
Recognizing Dactylogical Symbols with Image Segmentation and a New Differentiated Weighting Scheme. 149-162
Automatic Learning for Natural Language Processing
- Fabiano Fernandes dos Santos, Veronica Oliveira de Carvalho, Solange Oliveira Rezende
Selecting Candidate Labels for Hierarchical Document Clusters Using Association Rules. 163-176 - Miguel Angel Ríos Gaona, Alexander F. Gelbukh
Recognizing Textual Entailment Using a Machine Learning Approach. 177-185 - Antonio Neme
Detection of Different Authorship of Text Sequences through Self-organizing Maps and Mutual Information Function. 186-195 - Olga Kolesnikova
Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish. 196-207
Hybrid Intelligent Systems and Neural Networks
- Kevin Grant, Keilan Scholten:
On the Structure of Elimination Trees for Bayesian Network Inference. 208-220 - Sohail Sarwar
CBR and Neural Networks Based Technique for Predictive Prefetching. 221-232 - Mahdi Tabassian, Reza Ghaderi
Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels. 233-244 - Larry M. Manevitz, Hananel Hazan
Stability and Topology in Reservoir Computing. 245-256 - Rolando J. Praga-Alejo
A Radial Basis Function Redesigned for Predicting a Welding Process. 257-268 - Laura Elena Gómez Sánchez, Humberto Sossa
Dynamic Neural Networks Applied to Melody Retrieval. 269-279 - Eugène C. Ezin, Orion Fausto Reyes-Galaviz, Carlos A. Reyes García:
Recognition of Huffman Codewords with a Genetic-Neural Hybrid System. 280-289 - Wilfredy Santamaría Ruiz, Elizabeth León-Guzmán:
Fraud Detection Model Based on the Discovery Symbolic Classification Rules Extracted from a Neural Network. 290-302 - Maciej Nikodem:
Hardware Implementation of Artificial Neural Networks for Arbitrary Boolean Functions with Generalised Threshold Gate Circuits. 303-314
Evolutionary Algorithms and Other Naturally-Inspired Algorithms
- Tianmin Zheng, Mitsuo Yamashiro:
Solving No-Wait Flow Shop Scheduling Problems by a Hybrid Quantum-Inspired Evolutionary Algorithm. 315-324 - Juan J. Flores
Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction. 325-336 - Christian Domínguez-Medina, Nareli Cruz Cortés:
Routing Algorithms for Wireless Sensor Networks Using Ant Colony Optimization. 337-348 - Juan-Carlos Gomez
Approximating Multi-Objective Hyper-Heuristics for Solving 2D Irregular Cutting Stock Problems. 349-360 - Juan J. Flores
Particle Swarm Optimization with Gravitational Interactions for Multimodal and Unimodal Problems. 361-370 - Yenny Noa Vargas, Stephen Chen
Particle Swarm Optimization with Resets - Improving the Balance between Exploration and Exploitation. 371-381 - Loreto Gonzalez-Hernandez, Jose Torres-Jimenez
MiTS: A New Approach of Tabu Search for Constructing Mixed Covering Arrays. 382-393 - Oscar Herrera-Alcántara
On the Best Evolutionary Wavelet Based Filter to Compress a Specific Signal. 394-405
Fuzzy Logic
- Do-Thanh Sang, Dong-Min Woo, Dong-Chul Park, Thanh Thi Nguyen
Financial Time Series Prediction in Cooperating with Event Knowledge: A Fuzzy Approach. 406-417 - Bora I. Kumova, Hüseyin Çakir:
The Fuzzy Syllogistic System. 418-427 - Luis G. Martínez
Big Five Patterns for Software Engineering Roles Using an ANFIS Learning Approach with RAMSET. 428-439 - Carlos Campa, Antonio Acevedo
New Proposal for Eliminating Interferences in a Radar System. 440-453 - Denisse Hidalgo, Patricia Melin
Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems. 454-464 - Fevrier Valdez
Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods. 465-474 - Ricardo Martínez-Soto, Oscar Castillo
Fuzzy Logic Controllers Optimization Using Genetic Algorithms and Particle Swarm Optimization. 475-486 - Prometeo Cortés Antonio
FPGA Implementation of Fuzzy System with Parametric Membership Functions and Parametric Conjunctions. 487-499 - Juan Manuel Ramos Arreguín, Emmanuel Guillen-Garcia, Sandra Luz Canchola-Magdaleno
Fuzzy Logic Hardware Implementation for Pneumatic Control of One DOF Pneumatic Robot. 500-511
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