Using analytic QP and sparseness to speed training of support vector machines

DEADLINER: building a new niche search engine

Proceedings of the ninth international conference on Information and knowledge management

Using web structure for classifying and describing web pages

Proceedings of the 11th international conference on World Wide Web

Efficient SVM Regression Training with SMO

Machine Learning

A New Cache Replacement Algorithm in SMO

SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines

A parallel solver for large quadratic programs in training support vector machines

Parallel Computing - Special issue: Parallel computing in numerical optimization

Two-stage support vector machines for protein secondary structure prediction

Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications

Modified support vector novelty detector using training data with outliers

Pattern Recognition Letters

Learning the Kernel Matrix with Semidefinite Programming

The Journal of Machine Learning Research

Document preprocessing for naive Bayes classification and clustering with mixture of multinomials

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Predicting Students' Marks in Hellenic Open University

ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies

The Genetic Kernel Support Vector Machine: Description and Evaluation

Artificial Intelligence Review

Improvements to Platt's SMO Algorithm for SVM Classifier Design

Neural Computation

Terminated Ramp-Support Vector Machines: A nonparametric data dependent kernel

Neural Networks

Comparisons of sequence labeling algorithms and extensions

Proceedings of the 24th international conference on Machine learning

An improved way tomake large-scale SVR learning practical

EURASIP Journal on Applied Signal Processing

Machine learning: a review of classification and combining techniques

Artificial Intelligence Review

Credit risk analysis using a hybrid data mining model

International Journal of Intelligent Systems Technologies and Applications

On diversity and accuracy of homogeneous and heterogeneous ensembles

International Journal of Hybrid Intelligent Systems

Selective costing voting for bankruptcy prediction

International Journal of Knowledge-based and Intelligent Engineering Systems

Some Progress of Supervised Learning

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

Fuzzy classification systems based on fuzzy information gain measures

Expert Systems with Applications: An International Journal

A new approach for function approximation in boiler combustion optimization based on modified structural AOSVR

Expert Systems with Applications: An International Journal

Quadratic programming formulations for classificationand regression

Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II

Supervised Machine Learning: A Review of Classification Techniques

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies

Aggregation Pheromone Density Based Pattern Classification

Fundamenta Informaticae

Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms

ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects

Person identification from text and speech genre samples

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics

Sparse kernel SVMs via cutting-plane training

Machine Learning

A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education

Knowledge-Based Systems

Feature selection for support vector regression using probabilistic prediction

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

A Hybrid Higher Order Neural Classifier for handling classification problems

Expert Systems with Applications: An International Journal

A modified support vector machine and its application to image segmentation

Image and Vision Computing

Utilizing fuzzy-SVM and a subject database to reduce the calibration time of P300-based BCI

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

Max Margin Learning of Hierarchical Configural Deformable Templates (HCDTs) for Efficient Object Parsing and Pose Estimation

International Journal of Computer Vision

An innovative feature selection using fuzzy entropy

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III

Distributed learning with data reduction

Transactions on computational collective intelligence IV

The memory effect and its implications on web QoE modeling

Proceedings of the 23rd International Teletraffic Congress

Letters: Using Sequential Unconstrained Minimization Techniques to simplify SVM solvers

Neurocomputing

Toward automated consumer question answering: Automatically separating consumer questions from professional questions in the healthcare domain

Journal of Biomedical Informatics

Financial application of neural networks: two case studies in greece

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II

Predicting fraudulent financial statements with machine learning techniques

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence

Using support vector machine for modeling of pulsed GTAW process

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

A simple quantile regression via support vector machine

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

Modeling the organoleptic properties of matured wine distillates

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

Bagging random trees for estimation of tissue softness

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

A weakly-supervised approach to argumentative zoning of scientific documents

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing

Silence/Speech detection method based on set of decision graphs

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue

Mixture of logistic models and an ensemble approach for protein-protein interaction extraction

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine

Training support vector machines on large sets of image data

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III

An accumulative points/votes based approach for feature selection

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Use of machine learning techniques for educational proposes: a decision support system for forecasting students' grades

Artificial Intelligence Review

Inhibition in multiclass classification

Neural Computation

Aggregation Pheromone Density Based Pattern Classification

Fundamenta Informaticae

Forecasting corporate bankruptcy with an ensemble of classifiers

SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications

Credit rating using a hybrid voting ensemble

SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications

#Emotional tweets

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation

TerrorCat: a translation error categorization-based MT quality metric

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation

Nested sequential minimal optimization for support vector machines

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

Rice diseases classification using feature selection and rule generation techniques

Computers and Electronics in Agriculture

An algorithm for training a large scale support vector machine for regression based on linear programming and decomposition methods

Pattern Recognition Letters

VLSI design of an SVM learning core on sequential minimal optimization algorithm

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Towards user identification in the home from appliance usage patterns

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication

Dimensionality reduction methods for machine translation quality estimation

Machine Translation

A hybrid decision tree classifier

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology