Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing)

MESSM: a framework for protein fold recognition using Neural Networks and Support Vector Machines

International Journal of Bioinformatics Research and Applications

Integrating GA-based time-scale feature extractions with SVMs for stock index forecasting

Expert Systems with Applications: An International Journal

Multi-class Support Vector Machines Based on Arranged Decision Graphs and Particle Swarm Optimization for Model Selection

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II

An Improved SVM Classifier for Medical Image Classification

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

Perfect Population Classification on Hapmap Data with a Small Number of SNPs

Neural Information Processing

Predicting the Performance of Learning Algorithms Using Support Vector Machines as Meta-regressors

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

Fuzzy SVM Training Based on the Improved Particle Swarm Optimization

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence

Determination of ocean primary productivity using support vector machines

International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone

A Cell Outage Detection Algorithm Using Neighbor Cell List Reports

IWSOS '08 Proceedings of the 3rd International Workshop on Self-Organizing Systems

Comparative Study on the Use of Analytical Software to Identify the Different Stages of Breast Cancer Using Discrete Temperature Data

Journal of Medical Systems

Extraction of the Reduced Training Set Based on Rough Set in SVMs

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II

Classification Algorithm Based on Feature Selection and Samples Selection

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II

A New Classifier Design with Fuzzy Functions

RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Discovering implicit intention-level knowledge from natural-language texts

Knowledge-Based Systems

A knowledge-based decision support system to analyze the debris-flow problems at Chen-Yu-Lan River, Taiwan

Knowledge-Based Systems

Processing of transcranial doppler for assessment of blood volume loss

IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration

Automated Behavioral Fingerprinting

RAID '09 Proceedings of the 12th International Symposium on Recent Advances in Intrusion Detection

An effective multi-biometrics solution for embedded device

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Comparison studies of LS_SVM and SVM on modeling for fermentation processes

ICNC'09 Proceedings of the 5th international conference on Natural computation

Condition assessment of power supply equipment based on Kernel principal component analysis and multi-class support vector machine

ICNC'09 Proceedings of the 5th international conference on Natural computation

GA-SVM based framework for time series forecasting

ICNC'09 Proceedings of the 5th international conference on Natural computation

Grid resource prediction based on support vector regression and genetic algorithms

ICNC'09 Proceedings of the 5th international conference on Natural computation

Optimization of SVM parameters based on PSO algorithm

ICNC'09 Proceedings of the 5th international conference on Natural computation

Privacy-preserving SVM classification on vertically partitioned data without secure multi-party computation

ICNC'09 Proceedings of the 5th international conference on Natural computation

A thunderstorm forecast model based on weighted SVM and data field

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5

Multi-class classification for Wuhan area's TM image based on support vector machine

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5

Climate prediction by SVM based on initial conditions

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5

Fuzzy SVM controller for robotic manipulator based on GA and LS algorithm

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6

An identification method of malignant and benign liver tumors from ultrasonography based on GLCM texture features and fuzzy SVM

Expert Systems with Applications: An International Journal

Chaos-based support vector regressions for exchange rate forecasting

Expert Systems with Applications: An International Journal

Automated segmentation of tissue images for computerized IHC analysis

Computer Methods and Programs in Biomedicine

A new methodology for Decisions in Medical Informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques

Applied Soft Computing

Aggregating multiple classification results using fuzzy integration and stochastic feature selection

International Journal of Approximate Reasoning

Blind multiuser detector for chaos-based CDMA using support vector machine

IEEE Transactions on Neural Networks

SVM-based supervised and unsupervised classification schemes

WSEAS Transactions on Computers

Shell fitting space for classification

Expert Systems with Applications: An International Journal

Learning improved feature rankings through decremental input pruning for support vector based drug activity prediction

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

The analysis of a faster algorithm for support vector machine-based classification

ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I

Recognition of radiated noises of ships using auditory features and support vector machines

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

Machine learning approach for IP-flow record anomaly detection

NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part I

Automatic identification approach for sea surface bubbles detection

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I

Fuzzy quartile encoding as a preprocessing method for biomedical pattern classification

Theoretical Computer Science

A multi-class SVM classification system based on learning methods from indistinguishable chinese official documents

Expert Systems with Applications: An International Journal

Data fusion for fault diagnosis using dempster-shafer theory based multi-class SVMs

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II

Online support vector regression for system identification

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II

Simultaneous feature selection and parameters optimization for SVM by immune clonal algorithm

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II

Parameterized semi-supervised classification based on support vector for multi-relational data

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Robust LS-SVM regression using fuzzy c-means clustering

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

A hybrid unscented kalman filter and support vector machine model in option price forecasting

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Face detection using kernel PCA and imbalanced SVM

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Harmonic source model based on support vector machine

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

A fuzzy integral method of applying support vector machine for multi-class problem

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II

Protein fold recognition using neural networks and support vector machines

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning

A novel multi-class support vector machine based on fuzzy theories

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

Study of multiuser detection: the support vector machine approach

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

A SVM method for web page categorization based on weight adjustment and boosting mechanism

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

Fault diagnosis system based on rough set theory and support vector machine

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

Interval regression analysis using support vector machine and quantile regression

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

A hybrid classifier based on rough set theory and support vector machines

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

Fuzzy output support vector machines for classification

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III

Medicine composition analysis based on PCA and SVM

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III

A new smooth support vector regression based on ε-insensitive logistic loss function

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Study of on-line weighted least squares support vector machines

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

A simple quantile regression via support vector machine

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Support vector based prototype selection method for nearest neighbor rules

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

An information-geometrical approach to constructing kernel in support vector regression machines

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Modelling of chaotic systems with recurrent least squares support vector machines combined with reconstructed embedding phase space

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Fuzzy support vector machines based on λ-cut

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

A novel parallel reduced support vector machine

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Recurrent support vector machines in reliability prediction

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Gait recognition via independent component analysis based on support vector machine and neural network

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Fusing face and fingerprint for identity authentication by SVM

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Support vector regression and ant colony optimization for grid resources prediction

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II

Genetic algorithms with improved simulated binary crossover and support vector regression for grid resources prediction

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II

Active mining discriminative gene sets

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

Functional networks and analysis of variance for feature selection

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

Integrating wavelets with clustering and indexing for effective content-based image retrieval

Knowledge-Based Systems

Regression methods for ophthalmic glucose sensing using metamaterials

Journal of Electrical and Computer Engineering - Special issue on Electrical and Computer Technology for Effective Diabetes Management and Treatment

Classifying high-dimensional patterns using a fuzzy logic discriminant network

Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems

Training support vector machine through redundant data reduction

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service

Labeling by landscaping: classifying tokens in context by pruning and decorating trees

Proceedings of the 21st ACM international conference on Information and knowledge management

On the optimization of multiclass support vector machines dedicated to speech recognition

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II

SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning

Computers in Biology and Medicine

A vector-valued support vector machine model for multiclass problem

Information Sciences: an International Journal

A MapReduce-based distributed SVM ensemble for scalable image classification and annotation

Computers & Mathematics with Applications

Identifying risky environments for COPD patients using smartphones and internet of things objects

International Journal of Computational Intelligence Studies