Pattern Recognition Letters
Selection and Fusion of Color Models for Image Feature Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive branch and bound algorithm for selecting optimal features
Pattern Recognition Letters
Music Expression Understanding Based on a Joint Semantic Space
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
OP-ELM: Theory, Experiments and a Toolbox
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Different metaheuristic strategies to solve the feature selection problem
Pattern Recognition Letters
The search for optimal feature set in power quality event classification
Expert Systems with Applications: An International Journal
An improvement on floating search algorithms for feature subset selection
Pattern Recognition
Efficient Online Classification Using an Ensemble of Bayesian Linear Logistic Regressors
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Approximate nonmyopic sensor selection via submodularity and partitioning
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A novel feature selection approach for biomedical data classification
Journal of Biomedical Informatics
Automatic feature selection for context recognition in mobile devices
Pervasive and Mobile Computing
Advantages of using feature selection techniques on steganalysis schemes
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
On-line monitoring of boring tools for control of boring operations
Robotics and Computer-Integrated Manufacturing
A GMM based 2-stage architecture for multi-subject emotion recognition using physiological responses
Proceedings of the 1st Augmented Human International Conference
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection
Pattern Recognition Letters
A new feature selection algorithm for multispectral and polarimetric vehicle images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Transactions on Computers
Information Sciences: an International Journal
Effective feature set construction for SVM-based hot method prediction and optimisation
International Journal of Computational Science and Engineering
Optimal sensor placement for predictive cardiac motion modeling
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Less biased measurement of feature selection benefits
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Modelling of water quality: an application to a water treatment process
Applied Computational Intelligence and Soft Computing
Novel hybrid feature selection algorithms for diagnosing erythemato-squamous diseases
HIS'12 Proceedings of the First international conference on Health Information Science
A feature selection-based framework for human activity recognition using wearable multimodal sensors
Proceedings of the 6th International Conference on Body Area Networks
Multi-objective particle swarm optimisation (PSO) for feature selection
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Wrapper feature selection for small sample size data driven by complete error estimates
Computer Methods and Programs in Biomedicine
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Mass classification in digitized mammograms using texture features and artificial neural network
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
A genetic programming approach to hyper-heuristic feature selection
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
A multi-objective feature selection approach based on binary PSO and rough set theory
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
Novel initialisation and updating mechanisms in PSO for feature selection in classification
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
ACSC '12 Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122
Automatic socio-economic classification of households using electricity consumption data
Proceedings of the fourth international conference on Future energy systems
Information Sciences: an International Journal
Growing Seed Genes from Time Series Data and Thresholded Boolean Networks with Perturbation
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Expert Systems with Applications: An International Journal
Selection of discriminative sub-regions for palmprint recognition
Multimedia Tools and Applications
SOCIFS feature selection framework for handwritten authorship
International Journal of Hybrid Intelligent Systems
| Hi-index | 14.99 |
A direct method of measurement selection is proposed to determine the best subset of d measurements out of a set of D total measurements. The measurement subset evaluation procedure directly employs a nonparametric estimate of the probability of error given a finite design sample set. A suboptimum measurement subset search procedure is employed to reduce the number of subsets to be evaluated. Teh primary advantage of the approach is the direct but nonparametric evaluation of measurement subsets, for the M class problem.