A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Efficient SVM Regression Training with SMO
Machine Learning
Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces
Machine Learning
ϵ-Descending Support Vector Machines for Financial Time Series Forecasting
Neural Processing Letters
A Note on the Universal Approximation Capability of Support Vector Machines
Neural Processing Letters
Support Vector Method for ARMA System Identification: A Robust Cost Interpretation
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Linear Dependency between epsilon and the Input Noise in epsilon-Support Vector Regression
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Learning and Prediction of the Nonlinear Dynamics of Biological Neurons with Support Vector Machines
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Support Vector Machine Regression for Volatile Stock Market Prediction
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Feature Selection for Support Vector Machines
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
varepsilon-Descending Support Vector Machines for Financial Time Series Forecasting
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
SVMTorch: support vector machines for large-scale regression problems
The Journal of Machine Learning Research
Accurate on-line support vector regression
Neural Computation
A tutorial on support vector regression
Statistics and Computing
Analyzing the nonlinear time series of turbulent flows with kernel interval regression machine
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Some Equivalences between Kernel Methods and Information Theoretic Methods
Journal of VLSI Signal Processing Systems
Efficient Computation and Model Selection for the Support Vector Regression
Neural Computation
Training Recurrent Networks by Evolino
Neural Computation
A scalable modular convex solver for regularized risk minimization
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Dynamic support vector machines for non-stationary time series forecasting
Intelligent Data Analysis
Response modeling with support vector regression
Expert Systems with Applications: An International Journal
Incorporating prior knowledge in support vector regression
Machine Learning
Online prediction model based on support vector machine
Neurocomputing
The Chinese text categorization system with association rule and category priority
Expert Systems with Applications: An International Journal
Support vector regression from simulation data and few experimental samples
Information Sciences: an International Journal
Support, Relevance and Spectral Learning for Time Series
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Soft-Sensor Method Based on Least Square Support Vector Machines Within Bayesian Evidence Framework
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Predicting Time Series Using Incremental Langrangian Support Vector Regression
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Application Research of Support Vector Machines in Dynamical System State Forecasting
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Support vector regression for link load prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
Kernel Regression with a Mahalanobis Metric for Short-Term Traffic Flow Forecasting
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Expert Systems with Applications: An International Journal
Support vector machines regression and modeling of greenhouse environment
Computers and Electronics in Agriculture
A dynamic holding strategy in public transit systems with real-time information
Applied Intelligence
Neural network ensembles for time series forecasting
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Automatic stock decision support system based on box theory and SVM algorithm
Expert Systems with Applications: An International Journal
Machine learning and genetic algorithms in pharmaceutical development and manufacturing processes
Decision Support Systems
Sparse support vector regressors based on forward basis selection
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Intelligent stock trading system based on SVM algorithm and oscillation box prediction
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A novel SVR parameter selection base on bi-level programming problem
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Time series prediction using support vector machines: a survey
IEEE Computational Intelligence Magazine
Bundle Methods for Regularized Risk Minimization
The Journal of Machine Learning Research
Stability Bounds for Stationary φ-mixing and β-mixing Processes
The Journal of Machine Learning Research
Multiple SVMs enabled sales forecasting support system
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
MP-polynomial kernel for training support vector machines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
An approach for kernel selection based on data distribution
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
GA-SVM based framework for time series forecasting
ICNC'09 Proceedings of the 5th international conference on Natural computation
Reliable prediction system based on support vector regression with genetic algorithms
ICNC'09 Proceedings of the 5th international conference on Natural computation
GMRVVm-SVR model for financial time series forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Hybrid of simulated annealing and SVM for hydraulic valve characteristics prediction
Expert Systems with Applications: An International Journal
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Variable selection and prediction of rainfall from WSR-88D radar using support vector regression
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Sparse kernel regression for traffic flow forecasting
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Conservative and aggressive rough SVR modeling
Theoretical Computer Science
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Using support vector machine for characteristics prediction of hydraulic valve
International Journal of Computer Applications in Technology
Grey relational grade in local support vector regression for financial time series prediction
Expert Systems with Applications: An International Journal
Feature selection and dualities in maximum entropy discrimination
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Fuzzy support vector machines regression for business forecasting: an application
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Fast online SVR algorithm based adaptive internal model control
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A new method for crude oil price forecasting based on support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Time series predictions using multi-scale support vector regressions
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Effective feature preprocessing for time series forecasting
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Weighted on-line SVM regression algorithm and its application
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Structural damage detection by integrating independent component analysis and support vector machine
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
SVM based regression schemes for instruments fault accommodation in automotive systems
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
An anomaly detection method for spacecraft using relevance vector learning
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Internet traffic prediction by w-boost: classification and regression
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Prediction of chaotic time series based on multi-scale gaussian processes
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Evolutionary support vector machines for time series forecasting
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Two-stage approach for electricity consumption forecasting in public buildings
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Time series prediction method based on LS-SVR with modified gaussian RBF
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Expert Systems with Applications: An International Journal
Comparison of methods for the selection of genomic biomarkers
International Journal of Data Mining and Bioinformatics
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