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2006

  1. Matous K, Benediktyova Z, Berger S, et al.
    Case study of combinatorial imaging: What protocol and what chlorophyll fluorescence image to use when visualizing infection of Arabidopsis thaliana by Pseudomonas syringae? 
    PHOTOSYNTHESIS RESEARCH 90 (3): 243-253 DEC 2006

  2. Li J, Yao JH, Summers RM, et al.
    An efficient feature selection algorithm for computer-aided polyp detection 
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS 15 (6): 893-915 DEC 2006

  3. Niemeijer M, Abramoff MD, van Ginneken B

Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening

MEDICAL IMAGE ANALYSIS 10 (6): 888-898 DEC 2006



  1. Salappa A, Doumpos M, Zopounidis C
    Feature selection algorithms in classification problems: an experimental evaluation 
    OPTIMIZATION METHODS & SOFTWARE 22 (1): 199-214 FEB 2007

  2. Uncu O, Turksen IB
    A novel feature selection approach: Combining feature wrappers and filters 
    INFORMATION SCIENCES 177 (2): 449-466 JAN 15 2007

  3. V Kanevsky, A Vailaya

Fast microarray expression data analysis method for network exploration
US Patent 7,266,473, 2007

  1. Brunner C, Scherer R, Graimann B, et al.
    Online control of a brain-computer interface using phase synchronization 
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 53 (12): 2501-2506 Part 1 DEC 2006

  2. Huang D, Chow TWS
    An excellent feature selection model using gradient-based and point injection techniques 
    LECTURE NOTES IN COMPUTER SCIENCE 4233: 679-692 2006

  3. Lopes J, Singh S
    Audio and video feature fusion for activity recognition in unconstrained videos 
    LECTURE NOTES IN COMPUTER SCIENCE 4224: 823-831 2006

  4. Zhu HM, Jiao LC, Pan J
    Multi-population genetic algorithm for feature selection 
    LECTURE NOTES IN COMPUTER SCIENCE 4222: 480-487 2006

  5. Wu Q, Chung AJ, Yang GZ
    Optimal sensor placement for predictive cardiac motion modeling 
    LECTURE NOTES IN COMPUTER SCIENCE 4191: 512-519 2006

  6. Zhou X, Mao KZ
    Regularization network-based gene selection for microarray data analysis 
    INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 16 (5): 341-352 OCT 2006

  7. Wei HL, Billings SA
    Feature subset selection and ranking for data dimensionality reduction 
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 29 (1): 162-166 JAN 2007

  8. Niijima S, Kuhara S
    Gene subset selection in kernel-induced feature space 
    PATTERN RECOGNITION LETTERS 27 (16): 1884-1892 DEC 2006

  9. Van Dijck G, Van Hulle MM
    Speeding up the wrapper feature subset selection in regression by mutual information relevance and redundancy analysis 
    LECTURE NOTES IN COMPUTER SCIENCE 4131: 31-40 2006

  10. Ahlstrom C, Hult P, Rask P, et al.
    Feature extraction for systolic heart murmur classification 
    ANNALS OF BIOMEDICAL ENGINEERING 34 (11): 1666-1677 NOV 2006

  11. Sima C, Dougherty ER
    What should be expected from feature selection in small-sample settings 
    BIOINFORMATICS 22 (19): 2430-2436 OCT 1 2006

  12. Zhou X, Mao KZ
    The ties problem resulting from counting-based error estimators and its impact on gene selection algorithms 
    BIOINFORMATICS 22 (20): 2507-2515 OCT 15 2006

  13. Neuper C, Muller-Putz GR, Scherer R, et al.
    Motor imagery and EEG-based control of spelling devices and neuroprostheses 
    PROGRESS IN BRAIN RESEARCH 159: 393-409 2006

  14. Tahir MA, Bouridane A
    Novel round-robin tabu search algorithm for prostate cancer classification and diagnosis using multispectral imagery 
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 10 (4): 782-793 OCT 2006

  15. Deronde B, Kempeneers P, Forster RM
    Imaging spectroscopy as a tool to study sediment characteristics on a tidal sandbank in the Westerschelde 
    ESTUARINE COASTAL AND SHELF SCIENCE 69 (3-4): 580-590 SEP 2006

  16. Larranaga P, Calvo B, Santana R, et al.
    Machine learning in bioinformatics 
    BRIEFINGS IN BIOINFORMATICS 7 (1): 86-112 MAR 2006

  17. Raudys S
    Feature over-selection 
    LECTURE NOTES IN COMPUTER SCIENCE 4109: 622-631 2006

  18. Abe N, Kudo M, Toyama J, et al.

Classifier-independent feature selection on the basis of divergence criterion 
PATTERN ANALYSIS AND APPLICATIONS 9 (2-3): 127-137 OCT 2006

  1. Neuhaus, M., Riesen, K., Bunke, H.

Fast suboptimal algorithms for the computation of graph edit distance 

LECTURE NOTES IN COMPUTER SCIENCE 4109 LNCS, pp. 163-172, 2006



  1. Martins DC, Cesar RM, Barrera J
    W-operator window design by minimization of mean conditional entropy 
    PATTERN ANALYSIS AND APPLICATIONS 9 (2-3): 139-153 OCT 2006

  2. Koskinen M, Mustola S, Seppanen T
    Forecasting the unresponsiveness to verbal command on the basis of EEG frequency progression during anesthetic induction with propofol 
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 53 (10): 2008-2014 OCT 2006

  3. Lai C, Reinders MJT, van't Veer LJ, et al.
    A comparison of univariate and multivariate gene selection techniques for classification of cancer datasets 
    BMC BIOINFORMATICS 7: Art. No. 235 MAY 2 2006

  4. Hodgson S, Harrison RF, Cross SS
    An automated pattern recognition system for the quantification of inflammatory cells in hepatitis-C-infected liver biopsies 
    IMAGE AND VISION COMPUTING 24 (9): 1025-1038 SEP 1 2006

  5. Li J, Manry MT, Narasimha PL, et al.
    Feature selection using a piecewise linear network 
    IEEE TRANSACTIONS ON NEURAL NETWORKS 17 (5): 1101-1115 SEP 2006

  6. Markou M, Singh S
    A neural network-based novelty detector for image sequence analysis 
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 28 (10): 1664-1677 OCT 2006

  7. Song XM, Fan GL
    Joint key-frame extraction and object segmentation for content-based video analysis 
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 16 (7): 904-914 JUL 2006

  8. Ozer H, Sankur B, Memon N, et al.
    Detection of audio covert channels using statistical footprints of hidden messages 
    DIGITAL SIGNAL PROCESSING 16 (4): 389-401 JUL 2006

  9. Lin TH, Chiu SH, Tsai KC
    Supervised feature ranking using a genetic algorithm optimized artificial neural network 
    JOURNAL OF CHEMICAL INFORMATION AND MODELING 46 (4): 1604-1614 JUL 24 2006

  10. Nanni L, Lumini A
    MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids 
    NEUROCOMPUTING 69 (13-15): 1688-1690 AUG 2006

  11. Lumini A, Nanni L
    An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers 
    NEUROCOMPUTING 69 (13-15): 1706-1710 AUG 2006

  12. Raudys S.

Feature Over-Selection

LECTURE NOTES IN COMPUTER SCIENCE 4109: 622-631, 2006



  1. Reunanen J
    Less biased measurement of feature selection benefits 
    LECTURE NOTES IN COMPUTER SCIENCE 3940: 198-208 2006

  2. Rodriguez-Damian M, Cernadas E, Formella A, et al.
    Automatic detection and classification of grains of pollen based on shape and texture 
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS 36 (4): 531-542 JUL 2006

  3. Rosin PL
    Training cellular automata for image processing 
    IEEE TRANSACTIONS ON IMAGE PROCESSING 15 (7): 2076-2087 JUL 2006

  4. Lai C, Reinders MJT, Wessels L
    Random subspace method for multivariate feature selection 
    PATTERN RECOGNITION LETTERS 27 (10): 1067-1076 JUL 15 2006

  5. Miteran J, Bouillant S, Paindavoine M, et al.
    Real-time flaw detection on a complex object: comparison of results using classification with a support vector machine, boosting, and hyperrectangle-based method 
    JOURNAL OF ELECTRONIC IMAGING 15 (1): Art. No. 013018 JAN-MAR 2006

  6. Nanni L, Lumini A
    An ensemble of K-local hyperplanes for predicting protein-protein interactions 
    BIOINFORMATICS 22 (10): 1207-1210 MAY 15 2006

  7. Tossavainen T, Toppila E, Pyykko M, et al.
    Virtual reality in posturography 
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 10 (2): 282-292 APR 2006

  8. Townsend G, Graimann B, Pfurtscheller G
    A comparison of common spatial patterns with complex band power features in a four-class BCI experiment 
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 53 (4): 642-651 APR 2006

  9. J Hua, Y Balagurunathan, Y Chen, J Lowey, ML

Normalization Benefits Microarray-Based Classification
EURASIP JOURNAL ON BIOINFORMATICS AND SYSTEMS BIOLOGY 2006, pp. 1-13

  1. LFA Wessels-lfa

A comparison of univariate and multivariate gene selection techniques for classification of cancer …
BIOINFORMATICS 2006 - biomedcentral.com

  1. Peterson DA, Knight JN, Kirby MJ, et al.
    Feature selection and blind source separation in an EEG-based brain-computer interface 
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING 2005 (19): 3128-3140 2005

  2. Cord A, Ambroise C, Cocquerez JP
    Feature selection in robust clustering based on Laplace mixture 
    PATTERN RECOGNITION LETTERS 27 (6): 627-635 APR 15 2006

  3. Nanni L
    Cluster-based pattern discrimination: A novel technique for feature selection 
    PATTERN RECOGNITION LETTERS 27 (6): 682-687 APR 15 2006

  4. Choudhary A, Brun M, Hua JP, et al.
    Genetic test bed for feature selection 
    BIOINFORMATICS 22 (7): 837-842 APR 1 2006

  5. Abe N, Kudo M
    Non-parametric classifier-independent feature selection 
    PATTERN RECOGNITION 39 (5): 737-746 MAY 2006

  6. Redmond SJ, Heneghan C
    Cardiorespiratory-based sleep staging in subjects with obstructive sleep apnea 
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 53 (3): 485-496 MAR 2006

  7. Li GZ, Yang J, Ye CZ, et al.
    Degree prediction of malignancy in brain glioma using support vector machines 
    COMPUTERS IN BIOLOGY AND MEDICINE 36 (3): 313-325 MAR 2006

  8. Timp S, Karssemeijer N
    Interval change analysis to improve computer aided detection in mammography 

MEDICAL IMAGE ANALYSIS 10 (1): 82-95 FEB 2006

  1. Muni DP, Pal NR, Das J
    Genetic programming for simultaneous feature selection and classifier design 
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 36 (1): 106-117 FEB 2006

  2. J Mitéran, S Bouillant, M Paindavoine, F …

Real-time flaw detection on a complex object: comparison of results using classification with a …
J ELECTRONIC IMAGING 2006

  1. Avcibas I
    Audio steganalysis with content-independent distortion measures 
    IEEE SIGNAL PROCESSING LETTERS 13 (2): 92-95 FEB 2006

  2. Z Jiang, K Yamauchi, K Yoshioka, K Aoki, S …

Support Vector Machine-Based Feature Selection for Classification of Liver Fibrosis Grade in Chronic
JOURNAL OF MEDICAL SYSTEMS 30 (5), pp. 389-394, 2006

  1. X Wu, Y Gan, H Wang, X Hu

Feature Selection: Algorithms and Challenges

JOURNAL OF NANCHANG INSTITUTE OF TECHNOLOGY 2006 25 (2): 28-34



  1. Yang, C.-H., Tu, C.-J., Chang, J.-Y., Liu, H.-H., Ko, P.-C.

Dimensionality reduction using GA-PSO 

Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006 2006, art. no. CIEF-130, 2006



  1. Senturk, A., Gurgen, F.S.

The usage of independent component analysis for robust speaker verification 

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2006, pp. 136-14, 2006



  1. Kim, Y.B., Gao, J.

Unsupervised gene selection for high dimensional data

Proceedings - Sixth IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006, art. no. 4019664, pp. 227-232, 2006



  1. Michalak, K., Kwaśnicka, H.

Correlation-based feature selection strategy in classification problems 

INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCES 16 (4), pp. 503-511, 2006



  1. Abràmoff, M.D., Niemeijer, M.

The automatic detection of the optic disc location in retinal images using optic disc location regression 

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, art. no. 4030246, pp. 4432-4435, 2006



  1. Zhou, X., Wang, H., Wang, J., Hoehn, G., Azok, J., Brennan, M.-L., Hazen, S.L., (...), Wong, S.T.C.

Biomarker discovery for risk stratification of cardiovascular events using an improved genetic algorithm

IEEE/NLM Life Science Systems and Applications Workshop, LiSA 2006, art. no. 4015794, 2006



  1. Shoorehdeli, M.A., Teshnehlab, M., Moghaddam, H.A.

Feature subset selection for face detection using genetic algorithms and particle swarm optimization

Proceedings of the 2006 IEEE International Conference on Networking, Sensing and Control, ICNSC'06, art. no. 1673229, pp. 686-690, 2006



  1. Bajcsy, P., Feng, W.-W., Kumar, P.

Relevance assignment and fusion of multiple learning methods applied to remote sensing image analysis 

Proceedings - SMC-IT 2006: 2nd IEEE International Conference on Space Mission Challenges for Information Technology 2006, art. no. 1659567, pp. 291-298, 2006



  1. Hocquet, S., Ramel, J.-Y., Cardot, H.

Estimation of user specific parameters in one-class problems

Proceedings - International Conference on Pattern Recognition 4, art. no. 1699875, pp. 449-452, 2006



  1. Condurache, A.P., Aach, T.

Vessel segmentation in 2D-projection images using a supervised linear hysteresis classifier 

Proceedings - International Conference on Pattern Recognition 1, art. no. 1698903, pp. 343-346, 2006



  1. Reunanen, J.

Search strategies

Studies in Fuzziness and Soft Computing 207, pp. 119-136, 2006



  1. Stathakis, D., Topouzelis, K., Karathanassi, V.

Large-scale feature selection using evolved neural networks

Proceedings of SPIE - The International Society for Optical Engineering 6365, art. no. 636513



  1. Matous, K., Benediktyová, Z., Berger, S., Roitsch, T., Nedbal, L.

Case study of combinatorial imaging: What protocol and what chlorophyll fluorescence image to use when visualizing infection of Arabidopsis thaliana by Pseudomonas syringae? 

Photosynthesis Research 90 (3), pp. 243-253, 2006



  1. Nakariyakul, S., Casasent, D.

New adaptive branch and bound algorithm for hyperspectral waveband selection for chicken skin tumor detection 

Proceedings of SPIE - The International Society for Optical Engineering 6381, art. no. 63810S, 2006



  1. Zhang, Z., Potamianos, G., Liu, M., Huang, T.

Robust multi-view multi-camera face detection inside smart rooms using spatio-temporal dynamic programming 

FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition 2006, art. no. 1613054, pp. 407-412



  1. Lee, G., Bulitko, V.

Genetic algorithms for action set selection across domains: A demonstration 

GECCO 2006 - Genetic and Evolutionary Computation Conference 2, pp. 1697-1704



  1. Theiler, J., Glocer, K.

Sparse linear filters for detection and classification in hyperspectral imagery 

Proceedings of SPIE - The International Society for Optical Engineering 6233 I, art. no. 62330H, 2006



  1. Nakariyakul, S., Casasent, D.P.

Adaptive branch and bound algorithm (ABB) for use on hyperspectral data 

Proceedings of SPIE - The International Society for Optical Engineering 6233 II, art. no. 62332E, 2006



  1. Wang, L., Zhang, Z., Cao, C., Dong, L.

Dimensionality reduction for evolving neural network

JOURNAL OF COMPUTATIONAL INFORMATION SYSTEMS 2 (3), pp. 1079-1084, 2006



  1. Nanni, L., Maio, D.

Combination of different fingerprint systems: A case study FVC2004 

SENSOR REVIEW 26 (1), pp. 51-57, 2006



  1. J Reneker, CR Shyu

Applying Sequential Forward Floating Selection to Protein Structure Prediction with a Study of HIV-1 …

AMIA Annu Symp Proc, 2006 - pubmedcentral.nih.gov



  1. GZ Yang, X Hu

Multi-Sensor Fusion
Body Sensor Networks, 2006

  1. P Zhang

Reliable Recognition of Handwritten Digits Using A Cascade Ensemble Classifier System and Hybrid …

PhD Thesis, Montreal, 2006 - cenparmi.concordia.ca



  1. Martins DC, Cesar RM, Barrera J
    Automatic window design for gray-scale image processing based on entropy minimization 
    LECTURE NOTES IN COMPUTER SCIENCE 3773: 813-824 2005

  2. Tahir MA, Bouridane A, Kurugollu F, et al.
    A novel prostate cancer classification technique using intermediate memory tabu search 
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING 2005 (14): 2241-2249 AUG 11 2005

  3. Zhang ZQ, Potamianos G, Senior A, et al.
    A joint system for person tracking and face detection 
    LECTURE NOTES IN COMPUTER SCIENCE 3766: 47-59 2005

  4. Liu XM, Yin JW, Dong JX, et al.
    An improved FloatBoost algorithm for Naive Bayes text classification 
    LECTURE NOTES IN COMPUTER SCIENCE 3739: 162-171 2005

  5. Maio D, Nanni L
    Multihashing, human authentication featuring biometrics data and tokenized random number: A case study FVC2004 
    NEUROCOMPUTING 69 (1-3): 242-249 DEC 2005

  6. Simila T, Laine S
    Visual approach to supervised variable selection by self-organizing map 
    INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 15 (1-2): 101-110 FEB-APR 2005

  7. Farmer ME, Jain AK
    A wrapper-based approach to image segmentation and classification 
    IEEE TRANSACTIONS ON IMAGE PROCESSING 14 (12): 2060-2072 DEC 2005

  8. Dougherty ER, Datta A, Sima C
    Research issues in genomic signal processing 
    IEEE SIGNAL PROCESSING MAGAZINE 22 (6): 46-68 NOV 2005

  9. Stratigopoulos HGD, Makris Y
    Nonlinear decision boundaries for testing analog circuits 
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 24 (11): 1760-1773 NOV 2005

  10. Li CZ, Yang J, Yao LX, et al.
    Study on sherds excavated in Laohudong Kiln by chemometrics method 
    CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 33 (10): 1465-1468 OCT 2005

  11. Redpath DB, Lebart K
    Boosting Feature Selection 
    LECTURE NOTES IN COMPUTER SCIENCE 3686: 305-314 2005

  12. Le DD, Satoh S
    An efficient feature selection method for object detection 
    LECTURE NOTES IN COMPUTER SCIENCE 3686: 461-468 2005

  13. He MY, Huang R
    Feature selection for hyperspectral data classification using double parallel feedforward neural networks 
    LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 3614: 58-66 Part 2 2005

  14. Sima C, Attoor S, Brag-Neto U, et al.
    Impact of error estimation on feature selection 
    PATTERN RECOGNITION 38 (12): 2472-2482 DEC 2005

  15. Sun YJ, Li J
    Adaptive learning approach to landmine detection 
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS 41 (3): 973-985 JUL 2005

  16. Somol P, Baesens B, Pudil P, et al.
    Filter- versus wrapper-based feature selection for credit scoring 
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 20 (10): 985-999 OCT 2005

  17. Rosin PL
    Training cellular automata for image processing 
    LECTURE NOTES IN COMPUTER SCIENCE 3540: 195-204 2005

  18. Huang R, He MY
    Band selection based on feature weighting for classification of hyperspectral data 
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2 (2): 156-159 APR 2005

  19. De Backer S, Kempeneers P, Debruyn W, et al.
    A band selection technique for spectral classitication 
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2 (3): 319-323 JUL 2005

  20. Pudimat R, Schukat-Talamazzini EG, Backofen R
    A multiple-feature framework for modelling and predicting transcription factor binding sites 
    BIOINFORMATICS 21 (14): 3082-3088 JUL 15 2005

  21. Silva PJS, Hashimoto RF, Kim SC, et al.
    Feature selection algorithms to find strong genes 
    PATTERN RECOGNITION LETTERS 26 (10): 1444-1453 JUL 15 2005

  22. Coetzee FM
    Correcting the Kullback-Leibler distance for feature selection 
    PATTERN RECOGNITION LETTERS 26 (11): 1675-1683 AUG 2005

  23. Peng HC, Long FH, Ding C
    Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy 
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 27 (8): 1226-1238 AUG 2005

  24. Guo GD, Dyer CR
    Learning from examples in the small sample case: Face expression recognition 
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 35 (3): 477-488 JUN 2005

  25. CL Lu, YP Huang

A memory-efficient algorithm for multiple
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