Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Properties of support vector machines
Neural Computation
Face Detection From Color Images Using a Fuzzy Pattern Matching Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature selection in SVM text categorization
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Automatic Detection of Human Nudes
International Journal of Computer Vision - 1998 Marr Prize
Towards scalable support vector machines using squashing
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
A Trainable System for Object Detection
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Learning to Recognize Visual Dynamic Events from Examples
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
A Fast and Accurate Face Detector Based on Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Antifaces: A Novel, Fast Method for Image Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Detection in Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Gender with Support Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II
A Simple Decomposition Method for Support Vector Machines
Machine Learning
Face detection by aggregated Bayesian network classifiers
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
A parallel mixture of SVMs for very large scale problems
Neural Computation
Training v-support vector regression: theory and algorithms
Neural Computation
Constructing Facial Identity Surfaces for Recognition
International Journal of Computer Vision
Coarse to Fine Face Detection Based on Skin Color Adaption
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
Hierarchical Shape Modeling for Automatic Face Localization
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Statistical Learning of Multi-view Face Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Learning a Sparse Representation for Object Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Learning Similarity for Texture Image Retrieval
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Tracking Discontinuous Motion Using Bayesian Inference
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
On-Line Support Vector Machine Regression
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Combining Skin Color Model and Neural Network for Rotation Invariant Face Detection
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
A General Framework for Face Detection
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
Pattern Detection Using a Maximal Rejection Classifier
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Face Detection by Aggregated Bayesian Network Classifiers
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Real-Time Facial Patterns Mining and Emotion Tracking
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Face Recognition Using Support Vector Machines with the Feature Set Extracted by Genetic Algorithms
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Kernel-Based 3D Object Representation
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Object Recognition with Gradient-Based Learning
Shape, Contour and Grouping in Computer Vision
Face Detection Based on Cost-Sensitive Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Kerneltron: Support Vector `Machine' in Silicon
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Face Detection Based on Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Applications of Support Vector Machines for Pattern Recognition: A Survey
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Color Texture-Based Object Detection: An Application to License Plate Localization
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Detecting Windows in City Scenes
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Normal Form Transformation for Object Recognition Based on Support Vector Machines
DS '99 Proceedings of the Second International Conference on Discovery Science
Eyeglasses Verification by Support Vector Machine
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Multiple-Person Tracking System for Content Analysis
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Face Indexing and Retrieval in Personal Digital Album
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An efficient face detection method using skin-color discovering and chain code
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
A face location and recognition system based on tangent distance
Multimodal interface for human-machine communication
Optimization methods in massive data sets
Handbook of massive data sets
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
Rotation Invariant Neural Network-Based Face Detection
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Face Detection and Its Applications in Intelligent and Focused Image Retrieval
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Improved Rooftop Detection in Aerial Images with Machine Learning
Machine Learning
Statistical Learning Theory and State of the Art in SVM
ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
Use of the zero norm with linear models and kernel methods
The Journal of Machine Learning Research
Human Face Detection in Digital Video Using SVMEnsemble
Neural Processing Letters
Boosting support vector machines for text classification through parameter-free threshold relaxation
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Real time facial expression recognition in video using support vector machines
Proceedings of the 5th international conference on Multimodal interfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Detection Using the Statistics of Parts
International Journal of Computer Vision
Robust Real-Time Face Detection
International Journal of Computer Vision
Automatic Eyeglasses Removal from Face Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
A Support Vector Machine with a Hybrid Kernel and Minimal Vapnik-Chervonenkis Dimension
IEEE Transactions on Knowledge and Data Engineering
A novel method for detecting lips, eyes and faces in real time
Real-Time Imaging - Special issue on spectral imaging
Efficient detection under varying illumination conditions and image plane rotations
Computer Vision and Image Understanding
Detecting image orientation based on low-level visual content
Computer Vision and Image Understanding
In Defense of One-Vs-All Classification
The Journal of Machine Learning Research
Decomposition methods for linear support vector machines
Neural Computation
FloatBoost Learning and Statistical Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to Detect Objects in Images via a Sparse, Part-Based Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Real-time face detection and tracking for mobile videoconferencing
Real-Time Imaging
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast SVM Training Algorithm with Decomposition on Very Large Data Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
An Intelligent System Approach to Higher-Dimensional Classification of Volume Data
IEEE Transactions on Visualization and Computer Graphics
Sparse Bayesian Learning for Efficient Visual Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
One-class support vector machines: an application in machine fault detection and classification
Computers and Industrial Engineering
An efficient method for simplifying support vector machines
ICML '05 Proceedings of the 22nd international conference on Machine learning
Core Vector Regression for very large regression problems
ICML '05 Proceedings of the 22nd international conference on Machine learning
Recursive neural networks learn to localize faces
Pattern Recognition Letters - Special issue: Artificial neural networks in pattern recognition
The Genetic Kernel Support Vector Machine: Description and Evaluation
Artificial Intelligence Review
The form is the substance: classification of genres in text
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
Training ν-Support Vector Classifiers: Theory and Algorithms
Neural Computation
A Field Model for Human Detection and Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
KDX: An Indexer for Support Vector Machines
IEEE Transactions on Knowledge and Data Engineering
A fast projected conjugate gradient algorithm for training support vector machines
Contemporary mathematics
Training TSVM with the proper number of positive samples
Pattern Recognition Letters
Locally adaptive classification piloted by uncertainty
ICML '06 Proceedings of the 23rd international conference on Machine learning
Demonstrating the stability of support vector machines for classification
Signal Processing - Signal processing in UWB communications
Application of support vector machines in classification of magnetic resonance images
International Journal of Computers and Applications
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Structural risk minimization using nearest neighbor rule
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
A system for the automatic segmentation and classification of chord sequences
Proceedings of the 1st ACM workshop on Audio and music computing multimedia
Working Set Selection Using Second Order Information for Training Support Vector Machines
The Journal of Machine Learning Research
Pattern classification by concurrently determined piecewise linear and convex discriminant functions
Computers and Industrial Engineering - Special issue: Computational intelligence and information technology applications to industrial engineering selected papers from the 33 rd ICC&IE
A multi-expert approach for robust face detection
Pattern Recognition
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
Face recognition using point symmetry distance-based RBF network
Applied Soft Computing
Feature extraction and gating techniques for ultrasonic shaft signal classification
Applied Soft Computing
An application of one-class support vector machines in content-based image retrieval
Expert Systems with Applications: An International Journal
Multi-view face and eye detection using discriminant features
Computer Vision and Image Understanding
A hybrid model for exchange rate prediction
Decision Support Systems
A hybrid SVM/DDBHMM decision fusion modeling for robust continuous digital speech recognition
Pattern Recognition Letters
Feature selection for the SVM: An application to hypertension diagnosis
Expert Systems with Applications: An International Journal
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
The Journal of Machine Learning Research
A Hierarchy of Support Vector Machines for Pattern Detection
The Journal of Machine Learning Research
General Polynomial Time Decomposition Algorithms
The Journal of Machine Learning Research
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
High-Performance Rotation Invariant Multiview Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A novel fuzzy compensation multi-class support vector machine
Applied Intelligence
Extraction of fuzzy rules from support vector machines
Fuzzy Sets and Systems
On the complexity of working set selection
Theoretical Computer Science
Face detection using a first-order RCE classifier
EURASIP Journal on Applied Signal Processing
Structured large margin machines: sensitive to data distributions
Machine Learning
Feature extraction methods for real-time face detection and classification
EURASIP Journal on Applied Signal Processing
Tools for protecting the privacy of specific individuals in video
EURASIP Journal on Applied Signal Processing
Robust face detection in airports
EURASIP Journal on Applied Signal Processing
An improved way tomake large-scale SVR learning practical
EURASIP Journal on Applied Signal Processing
Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance
Automatica (Journal of IFAC)
KernTune: self-tuning Linux kernel performance using support vector machines
Proceedings of the 2007 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
Classification in an informative sample subspace
Pattern Recognition
Segmentation of Three-dimensional Retinal Image Data
IEEE Transactions on Visualization and Computer Graphics
A two-level approach to choose the cost parameter in support vector machines
Expert Systems with Applications: An International Journal
Binary-image comparison with local-dissimilarity quantification
Pattern Recognition
Performance characterization in computer vision: A guide to best practices
Computer Vision and Image Understanding
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
Support vector machines based on K-means clustering for real-time business intelligence systems
International Journal of Business Intelligence and Data Mining
A robust face detection method using probability maps
CEA'08 Proceedings of the 2nd WSEAS International Conference on Computer Engineering and Applications
Distinctive and compact features
Image and Vision Computing
A dual coordinate descent method for large-scale linear SVM
Proceedings of the 25th international conference on Machine learning
Artificial Intelligence in Medicine
Fast Support Vector Data Description Using K-Means Clustering
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A Heuristic Method for Selecting Support Features from Large Datasets
AAIM '07 Proceedings of the 3rd international conference on Algorithmic Aspects in Information and Management
A Fast Method for Training Linear SVM in the Primal
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Object detection using image reconstruction with PCA
Image and Vision Computing
Example based learning for object detection in images
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Support vector machines for aerobic fitness prediction of athletes
Expert Systems with Applications: An International Journal
Augmenting learning function to Bayesian network inferences with maximum likelihood parameters
Expert Systems with Applications: An International Journal
Support vector machines combined with feature selection for breast cancer diagnosis
Expert Systems with Applications: An International Journal
Cross-correlation aided support vector machine classifier for classification of EEG signals
Expert Systems with Applications: An International Journal
WSEAS Transactions on Signal Processing
Face detection and tracking using a Boosted Adaptive Particle Filter
Journal of Visual Communication and Image Representation
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
Short Communication: A geometric method for model selection in support vector machine
Expert Systems with Applications: An International Journal
Expert system segmentation of face images
Expert Systems with Applications: An International Journal
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Cross-View Object Tracking by Projective Invariants and Feature Matching
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
International Journal of Systems Science - Innovative Production Machines and Systems, Guest Editors: Duc-Truong Pham, Anthony Soroka and Eldaw Eldukhri
MILP approach to pattern generation in logical analysis of data
Discrete Applied Mathematics
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Object Tracking by Maximizing Classification Score of Detector Based on Rectangle Features
IEICE - Transactions on Information and Systems
Pattern classification by concurrently determined piecewise linear and convex discriminant functions
Computers and Industrial Engineering
A Regularized Framework for Feature Selection in Face Detection and Authentication
International Journal of Computer Vision
Data preparation for sample-based face detection
International Journal of Computer Applications in Technology
Application of MOGA Search Strategy to SVM Training Data Selection
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
AD-SVMs: A light extension of SVMs for multicategory classification
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
Study of Double SMO Algorithm Based on Attributes Reduction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Robust Human Detection under Occlusion by Integrating Face and Person Detectors
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Learning with Sequential Minimal Transductive Support Vector Machine
FAW '09 Proceedings of the 3d International Workshop on Frontiers in Algorithmics
Browser Fingerprinting from Coarse Traffic Summaries: Techniques and Implications
DIMVA '09 Proceedings of the 6th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Gesture Recognition with a 3-D Accelerometer
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Maize root complexity analysis using a Support Vector Machine method
Computers and Electronics in Agriculture
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
A bi-fuzzy progressive transductive support vector machine(BFPTSVM) algorithm
Expert Systems with Applications: An International Journal
Audio-video biometric recognition for non-collaborative access granting
Journal of Visual Languages and Computing
Partially parallel architecture for AdaBoost-based detection with Haar-like features
IEEE Transactions on Circuits and Systems for Video Technology
Predicting the conversion probability for items on C2C ecommerce sites
Proceedings of the 18th ACM conference on Information and knowledge management
Computational Statistics & Data Analysis
One-class support vector machines-an application in machine fault detection and classification
Computers and Industrial Engineering
Proximal support vector machine using local information
Neurocomputing
Fast and efficient strategies for model selection of Gaussian support vector machine
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A sparsity-enforcing method for learning face features
IEEE Transactions on Image Processing
Softdoublemaxminover: perceptron-like training of support vector machines
IEEE Transactions on Neural Networks
Gradient based method for static facial features localization
VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
A data mining approach to face detection
Pattern Recognition
Support Vector Optimization through Hybrids: Heuristics and Math Approach
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Tuning Kernel Parameters with Different Gabor Features for Face Recognition
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Efficient improvement for adaboost based face detection system
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 2
Towards automated assessment of engineering assignments
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An efficient active set method for SVM training without singular inner problems
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A receptive field based approach for face detection
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Kernel methods for short-term portfolio management
Expert Systems with Applications: An International Journal
Object detection using spatial histogram features
Image and Vision Computing
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Design of a modified one-against-all SVM classifier
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Interactive emotion recognition using support vector machine for human-robot interaction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Improved feature reduction in input and feature spaces
Pattern Recognition
Automatic model selection for the optimization of SVM kernels
Pattern Recognition
TSVR: An efficient Twin Support Vector Machine for regression
Neural Networks
Expert Systems with Applications: An International Journal
Robust face detection using Gabor filter features
Pattern Recognition Letters
Computers in Biology and Medicine
Tornado detection with support vector machines
ICCS'03 Proceedings of the 2003 international conference on Computational science
A fast parallel optimization for training support vector machine
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A joint system for single-person 2D-face and 3D-head tracking in CHIL seminars
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Face detection using an SVM trained in eigenfaces space
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Face detection and facial component extraction by wavelet decomposition and support vector machines
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A nonparametric approach to face detection using ranklets
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Combined face detection/recognition system for smart rooms
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Segmentation of faces in video footage using controlled weights on HSV color
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Brand identification using Gaussian derivative histograms
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Separation of data via concurrently determined discriminant functions
TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation
Real-time face detection using illumination invariant features
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
A regularized approach to feature selection for face detection
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Detection of a speaker in video by combined analysis of speech sound and mouth movement
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Horizontal human face pose determination using pupils and skin region positions
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
SVM with stochastic parameter selection for bovine leather defect classification
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Edge detection in ventriculograms using support vector machine classifiers and deformable models
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A novel SVM-based method for moving video objects recognition
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Statistic learning and intrusion detection
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Authorship analysis in cybercrime investigation
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Contour extraction of facial feature components using template based snake algorithm
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Privacy-preserving support vector machine classification
International Journal of Intelligent Information and Database Systems
FEA-Accu cascade for face detection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Random projections for face detection under resource constraints
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Face detection directly from H.264 compressed video with convolutional neural network
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
An online core vector machine with adaptive MEB adjustment
Pattern Recognition
Energy-based blob analysis for improving precision of skin segmentation
Multimedia Tools and Applications
A ν-twin support vector machine (ν-TSVM) classifier and its geometric algorithms
Information Sciences: an International Journal
On Lagrangian support vector regression
Expert Systems with Applications: An International Journal
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition
Expert Systems with Applications: An International Journal
Fast support vector data descriptions for novelty detection
IEEE Transactions on Neural Networks
ICADL'10 Proceedings of the role of digital libraries in a time of global change, and 12th international conference on Asia-Pacific digital libraries
Convergence of a new decomposition algorithm for support vector machines
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A Robust Multiple Classifier System for Pixel Classification of Remote Sensing Images
Fundamenta Informaticae
Clustering-based geometric support vector machines
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
Recognizing pair-activities by causality analysis
ACM Transactions on Intelligent Systems and Technology (TIST)
Computers in Biology and Medicine
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
On the effectiveness of gene selection for microarray classification methods
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Learning methods for generic object recognition with invariance to pose and lighting
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A discriminative feature space for detecting and recognizing faces
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
The robust and efficient adaptive normal direction support vector regression
Expert Systems with Applications: An International Journal
A support vector machine-based model for detecting top management fraud
Knowledge-Based Systems
Expert Systems with Applications: An International Journal
Boosting part-sense multi-feature learners toward effective object detection
Computer Vision and Image Understanding
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Fast rotation invariant multi-view face detection based on real adaboost
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Gabor feature based face recognition using kernel methods
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Face detection based on kernel fisher discriminant analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Classification-based face detection using gabor filter features
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Real-time face and head detection using four directional features
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A fast and robust face detection based on module switching network
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Face detection using one-class-based support vectors
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A robust elliptical head tracker
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Human tracking using multiple-camera-based head appearance modeling
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Oriented filters for object recognition: an empirical study
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Expert Systems with Applications: An International Journal
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
Subset selection for efficient SVM tracking
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
International Journal of Information and Communication Technology
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
International Journal of Computer Vision
A fast method of feature extraction for kernel MSE
Neurocomputing
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Expert Systems with Applications: An International Journal
Multiple faces detection in real time using neural networks
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
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
Classification-based face detection using compound features
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
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
Generalized eigenvalue proximal support vector regressor
Expert Systems with Applications: An International Journal
Support Vector Machine incorporated with feature discrimination
Expert Systems with Applications: An International Journal
A GPU-tailored approach for training kernelized SVMs
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Applying biometric principles to avatar recognition
Transactions on computational science XII
An implementation of SVM-based gaze recognition system using advanced eye region detection
ICCSA'11 Proceedings of the 2011 international conference on Computational science and Its applications - Volume Part V
Self-tuned Evolution-COnstructed features for general object recognition
Pattern Recognition
Model free head pose estimation using stereovision
Pattern Recognition
ACE-Cost: acquisition cost efficient classifier by hybrid decision tree with local SVM leaves
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
A classifier for Bangla handwritten numeral recognition
Expert Systems with Applications: An International Journal
Detection and tracking faces in unconstrained color video streams
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
QBoost: Predicting quantiles with boosting for regression and binary classification
Expert Systems with Applications: An International Journal
MSSVM: A Modular Solver for Support Vector Machines
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Expert Systems with Applications: An International Journal
Human-centric design personalization of 3D glasses frame in markerless augmented reality
Advanced Engineering Informatics
Head-and-Shoulder detection in varying pose
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
An application of support vector machines for customer churn analysis: credit card case
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A weighting initialization strategy for weighted support vector machines
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Using PCA to improve the generation of speech keys
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Fast learning for statistical face detection
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Adaptive color space switching based approach for face tracking
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
A cascaded mixture SVM classifier for object detection
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - 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
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Combined gene selection methods for microarray data analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Summarizing figures, tables, and algorithms in scientific publications to augment search results
ACM Transactions on Information Systems (TOIS)
Robust multi-view face detection using error correcting output codes
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Phoneme spotting for speech-based crypto-key generation
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
How to train a classifier based on the huge face database?
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Training support vector machines via SMO-type decomposition methods
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Image annotation for adaptive enhancement of uncalibrated color images
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Spatial histogram features for face detection in color images
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
An erotic image recognition algorithm based on trunk model and SVM classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Segmentation and labeling of face images for electronic documents
Expert Systems with Applications: An International Journal
Cryptographic keys generation using fingercodes
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Least squares support vector machine on gaussian wavelet kernel function set
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
"I loan because...": understanding motivations for pro-social lending
Proceedings of the fifth ACM international conference on Web search and data mining
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
Improved face recognition using extended modular principal component analysis
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Cryptographic-speech-key generation architecture improvements
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Mixture of SVMs for face class modeling
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
A hierarchical system for recognition, tracking and pose estimation
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Face detection based on the manifold
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Statistical learning approaches with application to face detection
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
A novel parallel reduced support vector machine
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A gradual training algorithm of incremental support vector machine learning
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
General polynomial time decomposition algorithms
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Face and facial feature localization
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Face recognition using optimized 3d information from stereo images
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Least squares littlewood-paley wavelet support vector machine
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Novel face detection method based on gabor features
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Training support vector machines on large sets of image data
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Selective SVMs ensemble driven by immune clonal algorithm
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Increasing efficiency of SVM by adaptively penalizing outliers
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Coarse-to-fine classification for image-based face detection
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Cryptographic-speech-key generation using the SVM technique over the lp-cepstral speech space
Nonlinear Speech Modeling and Applications
Face detection using sketch operators and vertical symmetry
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Face detection in resource constrained wireless systems
Mobile Multimedia Processing
An approach to vision-based person detection in robotic applications
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Parameter optimization in a text-dependent cryptographic-speech-key generation task
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Support vector machines for user-defined sheets recognition in complex environment
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Efficient binary tree multiclass SVM using genetic algorithms for vowels recognition
CIMMACS'11/ISP'11 Proceedings of the 10th WSEAS international conference on Computational Intelligence, Man-Machine Systems and Cybernetics, and proceedings of the 10th WSEAS international conference on Information Security and Privacy
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
Twin Mahalanobis distance-based support vector machines for pattern recognition
Information Sciences: an International Journal
Online independent reduced least squares support vector regression
Information Sciences: an International Journal
Complementary Kernel Density Estimation
Pattern Recognition Letters
Pruning least objective contribution in KMSE
Neurocomputing
Diagnosis of Several Diseases by Using Combined Kernels with Support Vector Machine
Journal of Medical Systems
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis
Journal of Medical Systems
SVM with CUDA accelerated kernels for big sparse problems
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Functional gradient ascent for Probit regression
Pattern Recognition
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
A classifier based on minimum circum circle
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Digital Signal Processing
Detecting humans under partial occlusion using Markov logic networks
Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop
Face detection based on multi-block LBP representation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Face detection based on BPNN and wavelet invariant moment in video surveillance
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Granular support vector machine based on mixed measure
Neurocomputing
Efficient and accurate face detection using heterogeneous feature descriptors and feature selection
Computer Vision and Image Understanding
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Investigations of the compliance function in 3D reconstruction from 2D line drawings
International Journal of Computer Applications in Technology
Efficient sampling and handling of variance in tuning data mining models
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
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 proximal bilateral-weighted fuzzy support vector machine classifiers
International Journal of Advanced Intelligence Paradigms
An efficient classification approach for large-scale mobile ubiquitous computing
Information Sciences: an International Journal
Learning Using Privileged Information with L-1 Support Vector Machine
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Fast instance selection for speeding up support vector machines
Knowledge-Based Systems
Proceedings of the 23rd ACM international conference on Great lakes symposium on VLSI
Time-efficient architecture for face detection from images using support vector machine
Proceedings of the 51st ACM Southeast Conference
Structural twin parametric-margin support vector machine for binary classification
Knowledge-Based Systems
A hardware architecture for real-time object detection using depth and edge information
ACM Transactions on Embedded Computing Systems (TECS)
Robotics and Autonomous Systems
Neighbors' distribution property and sample reduction for support vector machines
Applied Soft Computing
Finite Newton method for implicit Lagrangian support vector regression
International Journal of Knowledge-based and Intelligent Engineering Systems
Extending twin support vector machine classifier for multi-category classification problems
Intelligent Data Analysis
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We investigate the application of Support Vector Machines (SVMs) in computer vision. SVM is a learning technique developed by V. Vapnik and his team (AT\&T Bell Labs.) that can be seen as a new method for training polynomial, neural network, or Radial Basis Functions classifiers. The decision surfaces are found by solving a linearly constrained quadratic programming problem. This optimization problem is challenging because the quadratic form is completely dense and the memory requirements grow with the square of the number of data points.We present a decomposition algorithm that guarantees global optimality, and can be used to train SVM's over very large data sets. The main idea behind the decomposition is the iterative solution of sub-problems and the evaluation of optimality conditions which are used both to generate improved iterative values, and also establish the stopping criteria for the algorithm.We present experimental results of our implementation of SVM, and demonstrate the feasibility of our approach on a face detection problem that involves a data set of 50,000 data points.