A training algorithm for optimal margin classifiers
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Detection and localization of faces on digital images
Pattern Recognition Letters
The nature of statistical learning theory
The nature of statistical learning theory
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Nonlinear component analysis as a kernel eigenvalue problem
Neural Computation
Advances in kernel methods: support vector learning
Advances in kernel methods: support vector learning
Solving the quadratic programming problem arising in support vector classification
Advances in kernel methods
Making large-scale support vector machine learning practical
Advances in kernel methods
Fast training of support vector machines using sequential minimal optimization
Advances in kernel methods
From regularization operators to support vector kernels
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Example Based Learning for View-Based Human Face Detection
Example Based Learning for View-Based Human Face Detection
An Equivalence Between Sparse Approximation and Support Vector Machines
An Equivalence Between Sparse Approximation and Support Vector Machines
Learning and example selection for object and pattern detection
Learning and example selection for object and pattern detection
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap
Neural Processing Letters
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Gaining insights into support vector machine pattern classifiers using projection-based tour methods
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Development of Spoken Language User Interfaces: A Tool Kit Approach
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A Comparison of Classifiers for Real-Time Eye Detection
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
The Web in 2010: Challenges and Opportunities for Database Research
Informatics - 10 Years Back. 10 Years Ahead.
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Categorizing web queries according to geographical locality
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
A tutorial on support vector regression
Statistics and Computing
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
An Intelligent System Approach to Higher-Dimensional Classification of Volume Data
IEEE Transactions on Visualization and Computer Graphics
Web resource geographic location classification and detection
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Use of Support Vector Machines and Neural Network in Diagnosis of Neuromuscular Disorders
Journal of Medical Systems
Classification of EMG Signals Using PCA and FFT
Journal of Medical Systems
Detecting geographic locations from web resources
Proceedings of the 2005 workshop on Geographic information retrieval
Intelligent Feature Extraction and Tracking for Visualizing Large-Scale 4D Flow Simulations
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
The Genetic Kernel Support Vector Machine: Description and Evaluation
Artificial Intelligence Review
Pattern Recognition Letters
Discretization based learning approach to information retrieval
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Sequence-driven features for prediction of subcellular localization of proteins
Pattern Recognition
Information Sciences: an International Journal
GA-SVM feasibility model and optimization kernel applied to analog IC design automation
Proceedings of the 17th ACM Great Lakes symposium on VLSI
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Efficient summarization-aware search for online news articles
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Automatic hardware implementation tool for a discrete Adaboost-based decision algorithm
EURASIP Journal on Applied Signal Processing
Support vector fuzzy adaptive network in regression analysis
Computers & Mathematics with Applications
A comparison of reduced support vector machines
International Journal of Intelligent Systems Technologies and Applications
A hybrid wavelet analysis and support vector machines in forecasting development of manufacturing
Expert Systems with Applications: An International Journal
An evolutionary approach for achieving scalability with general regression neural networks
Natural Computing: an international journal
A Supervised Learning Approach to Robot Localization Using a Short-Range RFID Sensor
IEICE - Transactions on Information and Systems
Three-State Financial Distress Prediction Based on Support Vector Machine
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
International Journal of Intelligent Systems Technologies and Applications
A hybrid approach for building Arabic diacritizer
Semitic '09 Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages
Recognizing child's emotional state in problem-solving child-machine interactions
Proceedings of the 2nd Workshop on Child, Computer and Interaction
Response modeling with support vector machines
Expert Systems with Applications: An International Journal
Categorization of news articles using neural text categorizer
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Computers in Biology and Medicine
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Fast pattern selection for support vector classifiers
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Distributed text classification with an ensemble kernel-based learning approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Patent classification system using a new hybrid genetic algorithm support vector machine
Applied Soft Computing
Ontology-based automatic classification of web documents
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Towards automatic classification of wikipedia content
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Removing web spam links from search engine results
Journal in Computer Virology
On the effectiveness of anonymizing networks for web search privacy
Proceedings of the 6th ACM Symposium on Information, Computer and Communications Security
Customer churning prediction using support vector machines in online auto insurance service
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
On the limitations of query obfuscation techniques for location privacy
Proceedings of the 13th international conference on Ubiquitous computing
The human-like emotions recognition using mutual information and semantic clues
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
An automatic approach to classify web documents using a domain ontology
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Overcoming browser cookie churn with clustering
Proceedings of the fifth ACM international conference on Web search and data mining
An investigation into applying support vector machines to pixel classification in image processing
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Categorization of large text collections: feature selection for training neural networks
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A study on automatic analysis of social network services using opinion mining
FGIT'11 Proceedings of the Third international conference on Future Generation Information Technology
A classification-based approach to question routing in community question answering
Proceedings of the 21st international conference companion on World Wide Web
Support Vector Machines for classification and locating faults on transmission lines
Applied Soft Computing
Phishing detection with popular search engines: simple and effective
FPS'11 Proceedings of the 4th Canada-France MITACS conference on Foundations and Practice of Security
Computer Methods and Programs in Biomedicine
Journal of Intelligent Manufacturing
Supervised sense tagging using support vector machines
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Feature extraction for mass spectrometry data
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Computing geographical serving area based on search logs and website categorization
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
X-Class: Associative Classification of XML Documents by Structure
ACM Transactions on Information Systems (TOIS)
Wavelet transform based consonant - vowel (CV) classification using support vector machines
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
On non-euclidean metrics based clustering
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning
Computers in Biology and Medicine
Classifying online social network users through the social graph
FPS'12 Proceedings of the 5th international conference on Foundations and Practice of Security
Geo-spotting: mining online location-based services for optimal retail store placement
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Studying massive open online courses: recommendation in social media
Proceedings of the 17th Panhellenic Conference on Informatics
Proceedings of the 7th ACM international conference on Web search and data mining
Exploring customer specific KPI selection strategies for an adaptive time critical user interface
Proceedings of the 19th international conference on Intelligent User Interfaces
Web search query privacy: Evaluating query obfuscation and anonymizing networks
Journal of Computer Security
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