Least Squares Support Vector Machine Classifiers
Neural Processing Letters
Data selection for support vector machine classifiers
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Robust Linear and Support Vector Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical Discriminant Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence
A New Method for Mining Regression Classes in Large Data Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proximal support vector machine classifiers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining with sparse grids using simplicial basis functions
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Journal of Intelligent Information Systems
SSVM: A Smooth Support Vector Machine for Classification
Computational Optimization and Applications
Computing
Model complexity control and statisticallearning theory
Natural Computing: an international journal
Set Containment Characterization
Journal of Global Optimization
Collocation Dictionary Optimization Using WordNetand k-Nearest Neighbor Learning
Machine Translation
Exploiting Hierarchy in Text Categorization
Information Retrieval
Large Scale Kernel Regression via Linear Programming
Machine Learning
Metric-Based Methods for Adaptive Model Selection and Regularization
Machine Learning
A scalable, incremental learning algorithm for classification problems
Computers and Industrial Engineering
Non-convex clustering using expectation maximization algorithm with rough set initialization
Pattern Recognition Letters - Special issue: Rough sets, pattern recognition and data mining
Survival-Time Classification of Breast Cancer Patients
Computational Optimization and Applications
Fast Randomized Algorithms for Robust Estimation of Location
TSDM '00 Proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining-Revised Papers
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Input and Output Feature Selection
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Lateral Interactions in Self-Organizing Maps
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Selection of Meta-parameters for Support Vector Regression
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Sample Complexity for Function Learning Tasks through Linear Neural Networks
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Evolutionary Subsethood Product Fuzzy Neural Network
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Discriminative Power of Input Features in a Fuzzy Model
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
A Multi-SVM Classification System
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Complexity Selection of the Self-Organizing Map
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Distributed unsupervised learning using the multisoft machine
Information Sciences—Informatics and Computer Science: An International Journal
On different facets of regularization theory
Neural Computation
Journal of Computational Physics
Optimization methods in massive data sets
Handbook of massive data sets
Comparison of model selection for regression
Neural Computation
Systems Analysis Modelling Simulation
A unified Bayesian framework for evolutionary learning and optimization
Advances in evolutionary computing
Lagrangian support vector machines
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Stereovision matching through support vector machines
Pattern Recognition Letters
The disputed federalist papers: SVM feature selection via concave minimization
Proceedings of the 2003 conference on Diversity in computing
Sigmoidal Function Classes for Feedforward Artificial Neural Networks
Neural Processing Letters
Fast and Robust General Purpose Clustering Algorithms
Data Mining and Knowledge Discovery
Uncertainty Analysis of Memory Based Sensor Validation Techniques
Real-Time Systems
A Feature Selection Newton Method for Support Vector Machine Classification
Computational Optimization and Applications
Results in statistical discriminant analysis: a review of the former Soviet union literature
Journal of Multivariate Analysis
A tutorial on support vector regression
Statistics and Computing
A fast iterative algorithm for fisher discriminant using heterogeneous kernels
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Knowledge-Based Kernel Approximation
The Journal of Machine Learning Research
Multicategory Proximal Support Vector Machine Classifiers
Machine Learning
Text chunking by combining hand-crafted rules and memory-based learning
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Rule extraction from linear support vector machines
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Computer Music Journal
On Learning Vector-Valued Functions
Neural Computation
Measuring the VC-Dimension Using Optimized Experimental Design
Neural Computation
Convex Kernel Underestimation of Functions with Multiple Local Minima
Computational Optimization and Applications
Neural Networks - 2006 special issue: Earth sciences and environmental applications of computational intelligence
Neural Networks - 2006 special issue: Earth sciences and environmental applications of computational intelligence
A self-organizing feature map-driven approach to fuzzy approximate reasoning
Expert Systems with Applications: An International Journal
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis
The Journal of Machine Learning Research
Twin Support Vector Machines for Pattern Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification with sparse grids using simplicial basis functions
Intelligent Data Analysis
Hybrid systems of local basis functions
Intelligent Data Analysis
Adaptive Mamdani fuzzy model for condition-based maintenance
Fuzzy Sets and Systems
Data mining approaches for modeling complex electronic circuit design activities
Computers and Industrial Engineering
Classifier learning with a new locality regularization method
Pattern Recognition
Classifier learning with a new locality regularization method
Pattern Recognition
Efficient information compression in sensor networks
International Journal of Sensor Networks
Support vector machines for shade identification in urban areas
ISCGAV'04 Proceedings of the 4th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
International Journal of Remote Sensing
Oblique Support Vector Machines
Informatica
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
A Comparison of Methods for Learning of Highly Non-separable Problems
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Chunking for massive nonlinear kernel classification
Optimization Methods & Software
Linear potential proximal support vector machines for pattern classification
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Learning with sample dependent hypothesis spaces
Computers & Mathematics with Applications
AADT prediction using support vector regression with data-dependent parameters
Expert Systems with Applications: An International Journal
The information content of fuzzy relations and fuzzy rules
Computers & Mathematics with Applications
Computer Methods and Programs in Biomedicine
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Evolutionary multiobjective fuzzy system design
Proceedings of the 3rd International Conference on Bio-Inspired Models of Network, Information and Computing Sytems
Engineering Applications of Artificial Intelligence
Multilingual pronunciation by analogy
Natural Language Engineering
An incremental learning algorithm for Lagrangian support vector machines
Pattern Recognition Letters
IEEE Transactions on Evolutionary Computation
Verifying functional specifications by regression techniques on Lissajous test signatures
IEEE Transactions on Circuits and Systems Part I: Regular Papers
One-dimensional nested maximin designs
Journal of Global Optimization
Environmental chemistry through intelligent atmospheric data analysis
Environmental Modelling & Software
Data driven multiple neural network models generator based on a tree-like scheduler
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Fast and robust general purpose clustering algorithms
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Self-organizing operator maps in complex system analysis
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Functional classification of ornamental stone using machine learning techniques
Journal of Computational and Applied Mathematics
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
On the importance of data balancing for symbolic regression
IEEE Transactions on Evolutionary Computation
Clustered-Hybrid Multilayer Perceptron network for pattern recognition application
Applied Soft Computing
A computer vision approach for weeds identification through Support Vector Machines
Applied Soft Computing
Globally induced model trees: an evolutionary approach
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
The RM-MEDA based on elitist strategy
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Realistic subsurface anomaly discrimination using electromagnetic induction and an SVM classifier
EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
Expert Systems with Applications: An International Journal
CORN: Correlation-driven nonparametric learning approach for portfolio selection
ACM Transactions on Intelligent Systems and Technology (TIST)
Letters: Reduced twin support vector regression
Neurocomputing
Prognosis of dynamical systems behavior based on cerebellar-type neural technologies
Optical Memory and Neural Networks
Smooth performance landscapes of the variational Bayesian approach
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Communicative interactivity: a multimodal communicative situation classification approach
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Journal of Computational Methods in Sciences and Engineering - Intelligent Systems and Knowledge Management (Part II)
Data driven bandwidth for medoid shift algorithm
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
Clustering based stocks recognition
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Nonlinear systems modeling and control using support vector machine technique
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
Informative MicroRNA expression patterns for cancer classification
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Kernel discriminant analysis for regression problems
Pattern Recognition
Gene selection and classification of human lymphoma from microarray data
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Identifying and forecasting economic regimes in TAC SCM
AMEC'05 Proceedings of the 2005 international conference on Agent-Mediated Electronic Commerce: designing Trading Agents and Mechanisms
A competitive co-evolving support vector clustering
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A new semi-supervised dimension reduction technique for textual data analysis
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Support Vector Machines for crop/weeds identification in maize fields
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Node merging in Kohonen's self-organizing mapping of fMRI data
Artificial Intelligence in Medicine
Applying instance-based techniques to prediction of final outcome in acute stroke
Artificial Intelligence in Medicine
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Hoeffding bound based evolutionary algorithm for symbolic regression
Engineering Applications of Artificial Intelligence
Model selection in omnivariate decision trees using Structural Risk Minimization
Information Sciences: an International Journal
Predictive learning, knowledge discovery and philosophy of science
WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
A reduced support vector machine approach for interval regression analysis
Information Sciences: an International Journal
A new hyper-parameters selection approach for support vector machines to predict time series
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Adaptive virtual support vector machine for reliability analysis of high-dimensional problems
Structural and Multidisciplinary Optimization
AHPM as a proposal to improve interaction with air traffic controllers
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
Expert Systems with Applications: An International Journal
Computational Statistics & Data Analysis
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From the Publisher:This is an interdisciplinary book on neural networks, statistics and fuzzy systems. A unique feature is the establishment of a general framework for adaptive data modeling within which various methods from statistics, neural networks and fuzzy logic are presented. Chapter summaries, examples and case studies are also included.[Includes companion Web site with ... Software for use with the book.