Large Margin Classification Using the Perceptron Algorithm
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Efficient SVM Regression Training with SMO
Machine Learning
A Simple Decomposition Method for Support Vector Machines
Machine Learning
The Relaxed Online Maximum Margin Algorithm
Machine Learning
Image coding by fitting RBF-surfaces to subimages
Pattern Recognition Letters
Incremental Support Vector Machine Learning: A Local Approach
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Adaptive Generalized Estimation Equation with Bayes Classifier for the Job Assignment Problem
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A Generalized Representer Theorem
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Ultraconservative Online Algorithms for Multiclass Problems
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Learning Additive Models Online with Fast Evaluating Kernels
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Maximum margin equalizers trained with the Adatron algorithm
Signal Processing
Optimization methods in massive data sets
Handbook of massive data sets
Optimizing intelligent agent's constraint satisfaction with neural networks
Recent advances in intelligent paradigms and applications
Text classification using string kernels
The Journal of Machine Learning Research
A new approximate maximal margin classification algorithm
The Journal of Machine Learning Research
Efficient svm training using low-rank kernel representations
The Journal of Machine Learning Research
Ultraconservative online algorithms for multiclass problems
The Journal of Machine Learning Research
Use of built-in features in the interpretation of high-dimensional cancer diagnosis data
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
An asymptotic statistical theory of polynomial kernel methods
Neural Computation
Image recognition for digital libraries
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
An Incremental Learning Strategy for Support Vector Regression
Neural Processing Letters
Training ν-Support Vector Classifiers: Theory and Algorithms
Neural Computation
2005 Speical Issue: Graph kernels for chemical informatics
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Personalized handwriting recognition via biased regularization
ICML '06 Proceedings of the 23rd international conference on Machine learning
Efficient kernel feature extraction for massive data sets
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast Kernel Classifiers with Online and Active Learning
The Journal of Machine Learning Research
Step Size Adaptation in Reproducing Kernel Hilbert Space
The Journal of Machine Learning Research
Noise Tolerant Variants of the Perceptron Algorithm
The Journal of Machine Learning Research
Multiplicative Updates for Nonnegative Quadratic Programming
Neural Computation
An improved way tomake large-scale SVR learning practical
EURASIP Journal on Applied Signal Processing
Local vs global interactions in clustering algorithms: Advances over K-means
International Journal of Knowledge-based and Intelligent Engineering Systems
A dual coordinate descent method for large-scale linear SVM
Proceedings of the 25th international conference on Machine learning
Correntropy as a novel measure for nonlinearity tests
Signal Processing
Unsupervised and Semi-supervised Lagrangian Support Vector Machines
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Nonlinear clustering-based support vector machine for large data sets
Optimization Methods & Software - Mathematical programming in data mining and machine learning
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Robust Unsupervised and Semi-supervised Bounded ν - Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Preferential text classification: learning algorithms and evaluation measures
Information Retrieval
Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Softdoublemaxminover: perceptron-like training of support vector machines
IEEE Transactions on Neural Networks
Computers in Biology and Medicine
Steganalysis of LSB based image steganography using spatial and frequency domain features
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Sparse kernel feature analysis using FastMap and its variants
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Detection of images with adult content for parental control on mobile devices?
Mobility '09 Proceedings of the 6th International Conference on Mobile Technology, Application & Systems
Classification and query evaluation using modelling with words
Information Sciences: an International Journal
Intelligence system approach for computer network security
AsiaCSN '07 Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks
International Journal of Applied Mathematics and Computer Science - Applied Image Processing
Comparison of pleomorphic and structural features used for breast cancer malignancy classification
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
An online EHW pattern recognition system applied to sonar spectrum classification
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
SoftDoubleMinOver: a simple procedure for maximum margin classification
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Nonlinear channel equalization using concurrent support vector machine processor
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
MaxMinOver regression: a simple incremental approach for support vector function approximation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Training support vector machines with multiple equality constraints
ECML'05 Proceedings of the 16th European conference on Machine Learning
The huller: a simple and efficient online SVM
ECML'05 Proceedings of the 16th European conference on Machine Learning
Accurate on-line ν-support vector learning
Neural Networks
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
A fast data preprocessing procedure for support vector regression
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A wireless internet interface for person with physical disability
Mathematical and Computer Modelling: An International Journal
Online learning with multiple kernels: A review
Neural Computation
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