Small Sample Size Effects in Statistical Pattern Recognition: Recommendations for Practitioners
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Toward Machine Emotional Intelligence: Analysis of Affective Physiological State
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Applied Intelligence
Novel Methods for Subset Selection with Respect to Problem Knowledge
IEEE Intelligent Systems
Feature selection toolbox software package
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Design of an optimal nearest neighbor classifier using an intelligent genetic algorithm
Pattern Recognition Letters
Feature selection with neural networks
Pattern Recognition Letters
Statistical Learning of Multi-view Face Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
On the Scalability of Genetic Algorithms to Very Large-Scale Feature Selection
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
Co-operative Evolution of a Neural Classifier and Feature Subset
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
On Feature Selection with Measurement Cost and Grouped Features
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Effects of Many Feature Candidates in Feature Selection and Classification
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Optimal Threshold Estimation Using Prototype Selection
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Comparison of Classifier-Specific Feature Selection Algorithms
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Framework for Classifier Fusion: Is It Still Needed?
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Advances in Statistical Feature Selection
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Feature Selection Based on Fuzzy Distances between Clusters: First Results on Simulated Data
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Efficient and Effective Feature Selection in the Presence of Feature Interaction and Noise
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Evaluating Feature Selection Algorithms
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Feature Subset Selection in an ICA Space
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Feature Selection for Classification Using Genetic Algorithms with a Novel Encoding
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Feature selection based on a modified fuzzy C-means algorithm with supervision
Information Sciences—Informatics and Computer Science: An International Journal
Data reduction: feature selection
Handbook of data mining and knowledge discovery
Comparison of Genetic Algorithm and Sequential Search Methods for Classifier Subset Selection
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Overfitting in making comparisons between variable selection methods
The Journal of Machine Learning Research
Floating search algorithm for structure learning of Bayesian network classifiers
Pattern Recognition Letters
Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach
IEEE Transactions on Knowledge and Data Engineering
Online Handwritten Script Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Printed Text and Handwriting Identification in Noisy Document Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Branch & Bound Algorithms for Optimal Feature Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of Text Documents
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
FloatBoost Learning and Statistical Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Simultaneous Feature Selection and Clustering Using Mixture Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improving retrieval performance by region constraints and relevance feedback
Journal of Computer Science and Technology
Hybrid Genetic Algorithms for Feature Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pre-selection of independent binary features: an application to diagnosing Scrapie in sheep
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Joint Key-Frame Extraction and Object-Based Video Segmentation
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Toward Integrating Feature Selection Algorithms for Classification and Clustering
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Random subspace method for multivariate feature selection
Pattern Recognition Letters
A Neural Network-Based Novelty Detector for Image Sequence Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
ROC curves and video analysis optimization in intestinal capsule endoscopy
Pattern Recognition Letters - Special issue: ROC analysis in pattern recognition
Feature selection in predicting the activity of cyclooxygenase-2 inhibitors
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
MILES: Multiple-Instance Learning via Embedded Instance Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast mean filtering technique (FMFT)
Pattern Recognition
Non-parametric classifier-independent feature selection
Pattern Recognition
Prototype selection for dissimilarity-based classifiers
Pattern Recognition
A new imputation method for small software project data sets
Journal of Systems and Software
An integrated approach for operational knowledge acquisition of refuse incinerators
Expert Systems with Applications: An International Journal
Parameter optimized, vertical, nearest-neighbor-vote and boundary-based classification
ACM SIGKDD Explorations Newsletter
Efficient summarization-aware search for online news articles
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive branch and bound algorithm for selecting optimal features
Pattern Recognition Letters
Machine learning based feature extraction for quality control in a production line
Integrated Computer-Aided Engineering
Visual inspection of machined metallic high-precision surfaces
EURASIP Journal on Applied Signal Processing
A novel prostate cancer classification technique using intermediate memory tabu search
EURASIP Journal on Applied Signal Processing
Feature selection and blind source separation in an EEG-based brain-computer interface
EURASIP Journal on Applied Signal Processing
Normalization benefits microarray-based classification
EURASIP Journal on Bioinformatics and Systems Biology
EURASIP Journal on Bioinformatics and Systems Biology
Time-frequency feature extraction of newborn EEG seizure using SVD-based techniques
EURASIP Journal on Applied Signal Processing
A new mutual information based measure for feature selection
Intelligent Data Analysis
A stability index for feature selection
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Gene selection for multiclass prediction by weighted fisher criterion
EURASIP Journal on Bioinformatics and Systems Biology
Classifier design with feature selection and feature extraction using layered genetic programming
Expert Systems with Applications: An International Journal
Decorrelation of the true and estimated classifier errors in high-dimensional settings
EURASIP Journal on Bioinformatics and Systems Biology
Automatic covariate selection in logistic models for chest pain diagnosis: A new approach
Computer Methods and Programs in Biomedicine
A parameterless feature ranking algorithm based on MI
Neurocomputing
A genetic-based hybrid approach to corporate failure prediction
International Journal of Electronic Finance
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums
ACM Transactions on Information Systems (TOIS)
The hybrid genetic fuzzy C-means: a reasoned implementation
FS'06 Proceedings of the 7th WSEAS International Conference on Fuzzy Systems
A genetic feature weighting scheme for pattern recognition
Integrated Computer-Aided Engineering
Consistency measures for feature selection
Journal of Intelligent Information Systems
Review: A review on blind detection for image steganography
Signal Processing
On profiling blogs with representative entries
Proceedings of the second workshop on Analytics for noisy unstructured text data
Subspace based feature selection for pattern recognition
Information Sciences: an International Journal
Particle swarm optimization for pap-smear diagnosis
Expert Systems with Applications: An International Journal
Incremental Bayesian classification for multivariate normal distribution data
Pattern Recognition Letters
Ranking and selection of features for improved prediction of nucleosome occupancy and modification
MCBC'08 Proceedings of the 9th WSEAS International Conference on Mathematics & Computers In Biology & Chemistry
Feature selection strategies for poorly correlated data: correlation coefficient considered harmful
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
One Lead ECG Based Personal Identification with Feature Subspace Ensembles
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
A Thermodynamical Search Algorithm for Feature Subset Selection
Neural Information Processing
A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
A New Band Selection Strategy for Target Detection in Hyperspectral Images
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
A Hybrid Clustering Algorithm Based on Multi-swarm Constriction PSO and GRASP
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
FDI based on pattern recognition using Kalman prediction: Application to an induction machine
Engineering Applications of Artificial Intelligence
International Journal of Remote Sensing
Journal of Systems and Software
Computer Methods and Programs in Biomedicine
Learning and Intelligent Optimization
Different metaheuristic strategies to solve the feature selection problem
Pattern Recognition Letters
An image content description technique for the inspection of specular objects
EURASIP Journal on Advances in Signal Processing
Data preparation for sample-based face detection
International Journal of Computer Applications in Technology
A Statistical Approach for Binary Vectors Modeling and Clustering
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Ant colony and particle swarm optimization for financial classification problems
Expert Systems with Applications: An International Journal
An improvement on floating search algorithms for feature subset selection
Pattern Recognition
An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Predicting cross-country results using feature selection and evolutionary computation
The Fifth Richard Tapia Celebration of Diversity in Computing Conference: Intellect, Initiatives, Insight, and Innovations
Bayesian network classifiers versus k-NN classifier using sequential feature selection
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
EURASIP Journal on Advances in Signal Processing
An optimized experimental protocol based on neuro-evolutionary algorithms
Artificial Intelligence in Medicine
Feature selection under a complexity constraint
IEEE Transactions on Multimedia - Special section on communities and media computing
Approximate nonmyopic sensor selection via submodularity and partitioning
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Gait feature subset selection by mutual information
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference
Large-scale investigation of weed seed identification by machine vision
Computers and Electronics in Agriculture
Degree prediction of malignancy in brain glioma using support vector machines
Computers in Biology and Medicine
Distributed genetic algorithm using automated adaptive migration
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A fast band selection method to increase image contrast for multispectral image segmentation
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
DensityRank: a novel feature ranking method based on kernel estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A novel feature selection approach for biomedical data classification
Journal of Biomedical Informatics
Learning to classify by ongoing feature selection
Image and Vision Computing
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
An evolution-based approach with modularized evaluations to forecast financial distress
Knowledge-Based Systems
Bayesian network classifiers versus selective k-NN classifier
Pattern Recognition
GP-based secondary classifiers
Pattern Recognition
Impact of error estimation on feature selection
Pattern Recognition
Bagging Constraint Score for feature selection with pairwise constraints
Pattern Recognition
Texture classification via conditional histograms
Pattern Recognition Letters
Selecting discriminant eigenfaces for face recognition
Pattern Recognition Letters
Honey Bees Mating Optimization algorithm for financial classification problems
Applied Soft Computing
A hybrid biometric cryptosystem for securing fingerprint minutiae templates
Pattern Recognition Letters
Using genetic algorithms for data mining optimization in an educational web-based system
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Feature subspace ensembles: a parallel classifier combination scheme using feature selection
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Supportive utility of irrelevant features in data preprocessing
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Biometric person authentication for access control scenario based on face recognition
UAHCI'07 Proceedings of the 4th international conference on Universal access in human computer interaction: coping with diversity
Feature analysis and classification of protein secondary structure data
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Improving stability of feature selection methods
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Presence: Teleoperators and Virtual Environments
An efficient design of a nearest neighbor classifier for various-scale problems
Pattern Recognition Letters
Feature selection by nonparametric Bayes error minimization
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Data mining on multimedia data
Data mining on multimedia data
Cloud score for feature selection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Topology representing network map: a new tool for visualization of high-dimensional data
Transactions on computational science I
On reduct construction algorithms
Transactions on computational science II
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection
Pattern Recognition Letters
Fusion of static image and dynamic information for signature verification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Feature selection with redundancy-constrained class separability
IEEE Transactions on Neural Networks
Computer Speech and Language
Empirical evaluation of feature selection methods in classification
Intelligent Data Analysis
Real-world acoustic event detection
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Computer-aided classification of zoom-endoscopical images using Fourier filters
IEEE Transactions on Information Technology in Biomedicine
Discriminative semi-supervised feature selection via manifold regularization
IEEE Transactions on Neural Networks
Genetic search feature selection for affective modeling: a case study on reported preferences
Proceedings of the 3rd international workshop on Affective interaction in natural environments
Towards automatic detection of atrial fibrillation: A hybrid computational approach
Computers in Biology and Medicine
Scalable discriminant feature selection for image retrieval and recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Defuzzification of spatial fuzzy sets by feature distance minimization
Image and Vision Computing
Mining, knowledge and decision support
Technology and Health Care
A class-specific ensemble feature selection approach for classification problems
Proceedings of the 48th Annual Southeast Regional Conference
Applying electromagnetism-like mechanism for feature selection
Information Sciences: an International Journal
Nearest-neighbor guided evaluation of data reliability and its applications
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
On the evaluation of texture and color features for nondestructive corrosion detection
EURASIP Journal on Advances in Signal Processing - Special issue on signal processing in advanced nondestructive materials inspection
Data Mining on DNA Sequences of Hepatitis B Virus
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
On supervised human activity analysis for structured environments
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Predicting software project effort: A grey relational analysis based method
Expert Systems with Applications: An International Journal
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
On guided model-based analysis for ear biometrics
Computer Vision and Image Understanding
Expert Systems with Applications: An International Journal
ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Feature selection by maximum marginal diversity: optimality and implications for visual recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Classifier Ensemble Selection Using Genetic Algorithm for Named Entity Recognition
Research on Language and Computation
Artificial Intelligence in Medicine
Mutual information-based feature selection for intrusion detection systems
Journal of Network and Computer Applications
Automated Marsh-like classification of celiac disease in children using local texture operators
Computers in Biology and Medicine
Simultaneous model selection and feature selection via BYY harmony learning
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Constrained laplacian score for semi-supervised feature selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
A hybrid approach to feature subset selection for brain-computer interface design
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
An algorithm for finding gene signatures supervised by survival time data
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Hardware-software platform for computing irreducible testors
Expert Systems with Applications: An International Journal
Application of NSGA-II to feature selection for facial expression recognition
Computers and Electrical Engineering
Color and texture analysis using emerging parallel architectures
International Journal of High Performance Computing Applications
An efficient feature selection method for object detection
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Discrimination-Based feature selection for multinomial naïve bayes text classification
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Analysis and insights into the variable selection problem
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Feature selection based on mutual correlation
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Flexible-Hybrid sequential floating search in statistical feature selection
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Combining features to improve oil spill classification in SAR images
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Feature selection for retrieval purposes
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Multi-population genetic algorithm for feature selection
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Automatic window design for gray-scale image processing based on entropy minimization
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Data clustering: a user’s dilemma
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Non-rigid face modelling using shape priors
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
A new method for feature selection
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Relevance feedback for sketch retrieval based on linear programming classification
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
A joint system for person tracking and face detection
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
A neural adaptive algorithm for feature selection and classification of high dimensionality data
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Combining multiple matchers for fingerprint verification: a case study in FVC2004
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Feature subset-wise mixture model-based clustering via local search algorithm
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Identifying a small set of marker genes using minimum expected cost of misclassification
Artificial Intelligence in Medicine
Feature selection based on run covering
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Multi-stage classification for audio based activity recognition
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A minority class feature selection method
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Ultrasonic liver tissue characterization by feature fusion
Expert Systems with Applications: An International Journal
Analysis of treatment compliance of patients with diabetes
KR4HC'11 Proceedings of the 3rd international conference on Knowledge Representation for Health-Care
Large-margin feature selection for monotonic classification
Knowledge-Based Systems
Filter versus wrapper gene selection approaches in DNA microarray domains
Artificial Intelligence in Medicine
A two-stage feature selection method for text categorization
Computers & Mathematics with Applications
Automatic analysis of trabecular bone structure from knee MRI
Computers in Biology and Medicine
An information theoretic approach for feature selection
Security and Communication Networks
Wrapper feature selection for small sample size data driven by complete error estimates
Computer Methods and Programs in Biomedicine
On physical-layer identification of wireless devices
ACM Computing Surveys (CSUR)
Ensemble approaches for regression: A survey
ACM Computing Surveys (CSUR)
Design of a Fuzzy-based Decision Support System for Coronary Heart Disease Diagnosis
Journal of Medical Systems
A hybrid particle Swarm optimization algorithm for clustering analysis
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Feature selection for classification of oscillating time series
Expert Systems: The Journal of Knowledge Engineering
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
Discrete Artificial Bee Colony Optimization Algorithm for Financial Classification Problems
International Journal of Applied Metaheuristic Computing
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Semi-supervised feature selection using co-occurrent frequent subgraphs
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Illuminant invariant descriptors for color texture classification
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
MoodScope: building a mood sensor from smartphone usage patterns
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Framework for reliable, real-time facial expression recognition for low resolution images
Pattern Recognition Letters
Automatic socio-economic classification of households using electricity consumption data
Proceedings of the fourth international conference on Future energy systems
Robust pixel-based classification of obstacles for robotic harvesting of sweet-pepper
Computers and Electronics in Agriculture
Modeling plasma surface modification of textile fabrics using artificial neural networks
Engineering Applications of Artificial Intelligence
Computers in Biology and Medicine
Gene selection with guided regularized random forest
Pattern Recognition
G-Optimal Feature Selection with Laplacian regularization
Neurocomputing
Going beyond traits: multimodal classification of personality states in the wild
Proceedings of the 15th ACM on International conference on multimodal interaction
Engineering Applications of Artificial Intelligence
Feature selection with test cost constraint
International Journal of Approximate Reasoning
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Joint Laplacian feature weights learning
Pattern Recognition
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest
Expert Systems with Applications: An International Journal
An improved boosting based on feature selection for corporate bankruptcy prediction
Expert Systems with Applications: An International Journal
Hi-index | 0.16 |
A large number of algorithms have been proposed for feature subset selection. Our experimental results show that the sequential forward floating selection (SFFS) algorithm, proposed by Pudil et al., dominates the other algorithms tested. We study the problem of choosing an optimal feature set for land use classification based on SAR satellite images using four different texture models. Pooling features derived from different texture models, followed by a feature selection results in a substantial improvement in the classification accuracy. We also illustrate the dangers of using feature selection in small sample size situations.