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Improvements in Pose Invariance and Local Description for Gabor-based 2D Face Recognition



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Improvements in Pose Invariance and Local Description for Gabor-based 2D Face Recognition


PhD. Thesis 2008

  1. Zhong, P.   Zhang, P.   Wang, R. 

Dynamic Learning of SMLR for Feature Selection and Classification of Hyperspectral Data

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 5, NO. 2, 280-284, APRIL 2008

  1. Huang YJ, Lee FF

Classification of phalaenopsis plantlet parts and identification of suitable grasping point for automatic transplanting using machine vision
APPLIED ENGINEERING IN AGRICULTURE   Volume: 24   Issue: 1   Pages: 89-99 Published: JAN 2008

  1. Marinaki, M., Marinakis, Y., Doumpos, M., Matsatsinis, N., Zopounidis, C.

A comparison of several nearest neighbor classifier metrics using Tabu Search algorithm for the feature selection problem 

OPTIMIZATION LETTERS 2 (3), pp. 299-308, 2008

  1. Honkela A, Seppae J, Alhoniemi E

Agglomerative independent variable group analysis
NEUROCOMPUTING   Volume: 71   Issue: 7-9   Pages: 1311-1320   Published: MAR 2008

  1. Huang JJ, Cai YZ, Xu XM

A parameterless feature ranking algorithm based on MI
NEUROCOMPUTING   Volume: 71   Issue: 7-9   Pages: 1656-1668   Published: MAR 2008

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Fusion of hyperspectral and LIDAR remote sensing data for classification of complex forest areas
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING   Volume: 46   Issue: 5   Pages: 1416-1427   Published: MAY 2008

  1. Matsopoulos, G.K., Asvestas, P.A., Delibasis, K.K., Mouravliansky, N.A., Zeyen, T.G.

Detection of glaucomatous change based on vessel shape analysis

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS   Volume: 32   Issue: 3   Pages: 183-192   Published: APR 2008

  1. Hong Y, Kwong S, Chang YC, et al.

Consensus unsupervised feature ranking from multiple views
PATTERN RECOGNITION LETTERS   Volume: 29   Issue: 5   Pages: 595-602   Published: APR 1 2008

  1. Gan ZH, Chow TWS, Huang D

Effective gene selection method using Bayesian discriminant based criterion and genetic algorithms
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY   Volume: 50   Issue: 3   Pages: 293-304   Published: MAR 2008

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A multilevel tabu search algorithm for the feature selection problem in biomedical data
COMPUTERS & MATHEMATICS WITH APPLICATIONS   Volume: 55   Issue: 5   Pages: 1019-1033   Published: MAR 2008

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Texture feature fusion with neighborhood oscillating tabu search for high resolution image classification
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING   Volume: 74   Issue: 3   Pages: 323-331   Published: MAR 2008

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Phase correlation based redundancy removal in feature weighting band selection for hyperspectral images
INTERNATIONAL JOURNAL OF REMOTE SENSING   Volume: 29   Issue: 6   Pages: 1801-1807   Published: 2008

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Performing feature selection with multilayer perceptrons
IEEE TRANSACTIONS ON NEURAL NETWORKS   Volume: 19   Issue: 3   Pages: 431-441   Published: MAR 2008

  1. Deronde B, Houthuys R, Henriet JP, et al.

Monitoring of the sediment dynamics along a sandy shoreline by means of airborne hyperspectral remote sensing and LIDAR: a case study in Belgium
EARTH SURFACE PROCESSES AND LANDFORMS   Volume: 33   Issue: 2   Pages: 280-294   Published: FEB 2008

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Automatic covariate selection in logistic models for chest pain diagnosis: A new approach
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE   Volume: 90   Issue: 3   Pages: 301-312   Published: MAR 2008

  1. Nanni L, Lumini A
    Wavelet decomposition tree selection for palm and face authentication
    PATTERN RECOGNITION LETTERS   Volume: 29   Issue: 3   Pages: 343-353   Published: FEB 1 2008

  2. Lin JY, Ke HR, Chien BC, et al.

Classifier design with feature selection and feature extraction using layered genetic programming
EXPERT SYSTEMS WITH APPLICATIONS   Volume: 34   Issue: 2   Pages: 1384-1393   Published: FEB 2008

  1. Lin SW, Tseng TY, Chou SY, et al.

A simulated-annealing-based approach for simultaneous parameter optimization and feature selection of back-propagation networks
EXPERT SYSTEMS WITH APPLICATIONS   Volume: 34   Issue: 2   Pages: 1491-1499 Published: FEB 2008

  1. Zhao CH, Wang F, Mao ZZ, et al.

Improved knowledge extraction and phase-based quality prediction for batch processes
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH   Volume: 47   Issue: 3   Pages: 825-834   Published: FEB 6 2008

  1. Chuang LY, Chang HW, Tu CJ, et al.

Improved binary PSO for feature selection using gene expression data
COMPUTATIONAL BIOLOGY AND CHEMISTRY   Volume: 32   Issue: 1   Pages: 29-38   Published: FEB 2008

  1. Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren

Consensus unsupervised feature ranking from multiple views

PATTERN RECOGNITION LETTERS   Volume: 29   Issue: 5   Pages: 595-602   Published: 2008

  1. Every MR

Discriminating between pitched sources in music audio
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING   Volume: 16   Issue: 2   Pages: 267-277   Published: 2008

  1. Lumini A, Nanni L

Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification
PATTERN RECOGNITION LETTERS   Volume: 29   Issue: 2   Pages: 142-148   Published: 2008

  1. Clarke R, Ressom HW, Wang AT, et al.

The properties of high-dimensional data spaces: implications for exploring gene and protein expression data
NATURE REVIEWS CANCER   Volume: 8   Issue: 1   Pages: 37-49   Published: 2008

  1. van Rikxoort EM, van Ginneken B, Klik M, et al.

Supervised enhancement filters: Application to fissure detection in chest CT scans
IEEE TRANSACTIONS ON MEDICAL IMAGING   Volume: 27   Issue: 1   Pages: 1-10   Published: 2008

  1. Oduntan, I.O., Toulouse, M., Baumgartner, R., Bowman, C., Somorjai, R., Crainic, T.G.

A multilevel tabu search algorithm for the feature selection problem in biomedical data 

COMPUTERS AND MATHEMATICS WITH APPLICATIONS 55 (5), pp. 1019-1033, 2008

  1. Matsopoulos, G.K., Asvestas, P.A., Delibasis, K.K., Mouravliansky, N.A., Zeyen, T.G.

Detection of glaucomatous change based on vessel shape analysis 

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 32 (3), pp. 183-192, 2008

  1. Harrison, R.F., Kennedy, R.L.

Automatic covariate selection in logistic models for chest pain diagnosis: A new approach

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 89 (3), pp. 301-312, 2008 

  1. Lee, G., Bulitko, V., Levner, I.

HSMM: Heuristic Search with Meta-Models for image interpretation 

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING 14 (1-2), pp. 129-143, 2008

  1. Pujol, O., Escalera, S., Radeva, P.

An incremental node embedding technique for error correcting output codes 

PATTERN RECOGNITION 41 (2), pp. 713-725, 2008

  1. Lin, S.-W., Tseng, T.-Y., Chou, S.-Y., Chen, S.-C.

A simulated-annealing-based approach for simultaneous parameter optimization and feature selection of back-propagation networks 

EXPERT SYSTEMS WITH APPLICATIONS 34 (2), pp. 1491-1499, 2008

  1. Lin, J.-Y., Ke, H.-R., Chien, B.-C., Yang, W.-P.

Classifier design with feature selection and feature extraction using layered genetic programming 

EXPERT SYSTEMS WITH APPLICATIONS 34 (2), pp. 1384-1393, 2008

  1. Huang, D., Chow, T.W.

Towards the enhancement of gene selection performance 

COMPUTATIONAL INTELLIGENCE IN BIOINFORMATICS 94, pp. 219-236, 2008

  1. YJ Huang, FF Lee

Classification of Phalaenopsis Plantlet Parts and Identification of Suitable Grasping Point for …
APPLIED ENGINEERING IN AGRICULTURE 24(1): 89‐99 E 2008

  1. Li YH, Dong M, Hua J
    Localized feature selection for clustering 
    PATTERN RECOGNITION LETTERS 29 (1): 10-18 JAN 1 2008

  2. Maillot NE, Thonnat M
    Ontology based complex object recognition 
    IMAGE AND VISION COMPUTING 26 (1): 102-113 Sp. Iss. SI JAN 1 2008

  3. Honkela, A., Seppä, J., Alhoniemi, E.

Agglomerative independent variable group analysis

NEUROCOMPUTING 71 (7-9), pp. 1311-1320, 2008

  1. Huang, J.-J., Cai, Y.-Z., Xu, X.-M.

A parameterless feature ranking algorithm based on MI 

NEUROCOMPUTING 71 (7-9), pp. 1656-1668, 2008

  1. Pujol O, Escalera S, Radeva P
    An incremental node embedding technique for error correcting output codes 
    PATTERN RECOGNITION 41 (2): 713-725 FEB 2008

  2. Sasikala, M., Kumaravel, N.

A wavelet-based optimal texture feature set for classification of brain tumours

JOURNAL OF MEDICAL ENGINEERING AND TECHNOLOGY 32 (3), pp. 198-205, 2008

  1. E Courses, T Surveys

Discriminating Between Pitched Sources in Music Audio
IEEE TRANSACTIONS ON Audio, Speech, and Language Processing, 2008

  1. B Schuller, G Rigoll, S Can, H Feussner

Emotion Sensitive Speech Control for Human-Robot Interaction in Minimal Invasive Surgery
- Robot and Human Interactive Communication, 2008. RO-MAN 2008 - mmk.e-technik.tu-muenchen.de

  1. LYC Cheng-San Yang, CH Ho, CH Yang

Microarray Data Feature Selection Using Hybrid GA-IBPSO
Trends in Intelligent Systems and Computer Engineering, 2008 Springer

  1. F Meng, X Kong, X You

A NEW FEATURE-BASED METHOD FOR SOURCE CAMERA IDENTIFICATION
Advances in Digital Forensics IV, 2008 - Springer

  1. Ye, Y., Yan, H., Lu, H.

Feature selection based on IB theory

2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23   Pages: 2737-2742   Published: 2008

  1. Nikam, S.B., Agarwal, S.

Texture and wavelet-based spoof fingerprint detection for fingerprint biometric systems

Proceedings - 1st International Conference on Emerging Trends in Engineering and Technology, ICETET 2008, art. no. 4579985, pp. 675-680, 2008



  1. Huang, R., Li, X.

Band selection based on evolution algorithm and sequential search for hyperspectral classification 

ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings, art. no. 4590145, pp. 1270-1273, 2008



  1. Lopes, F.M., Cesar Jr., R.M., Costa, L.D.F.

AGN simulation and validation model 

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5167 LNBI, pp. 169-173, 2008-09-30, 2008



  1. Tsai, M.-J., Wang, C.-S.

Adaptive feature selection for digital camera source identification 

Proceedings - IEEE International Symposium on Circuits and Systems, art. no. 4541442, pp. 412-415, 2008



  1. Sima, C., Dougherty, E.R.

The peaking phenomenon revisited: The case with feature selection 

GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics, art. no. 4555663, 2008



  1. Schuller, B., Wimmer, M., Mösenlechner, L., Kern, C., Arsic, D., Rigoll, G.

Brute-forcing hierarchical functionals for paralinguistics: A waste of feature space?

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, art. no. 4518656, pp. 4501-4504, 2008



  1. Sun, Y., Wu, D.

A RELIEF based feature extraction algorithm

Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130 1, pp. 188-195, 2008



  1. Sun, L., Zhang, Y., Guindon, B.

Improved iterative error analysis for endmember extraction from hyperspectral imagery 

Proceedings of SPIE - The International Society for Optical Engineering 7086, art. no. 70860S, 2008 



  1. Galbally, J., Fierrez, J., Ortega-Garcia, J.

Performance and robustness: A trade-off in dynamic signature verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, art. no. 4517955, pp. 1697-1700, 2008



  1. Gul, G., Kurugollu, F.

Detection of watermarking methods using steganalysis

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, art. no. 4517962, pp. 1725-1728, 2008



  1. Hupse, R., Karssemeijer, N.

Feature selection for computer-aided detection: Comparing different selection criteria 

Progress in Biomedical Optics and Imaging - Proceedings of SPIE 6915, art. no. 691503, 2008



  1. Sertel, O., Kong, J., Shimada, H., Catalyurek, U., Saltz, J.H., Gurcan, M.

Computer-aided prognosis of neuroblastoma: Classification of stromal development on whole-slide images 

Progress in Biomedical Optics and Imaging - Proceedings of SPIE 6915, art. no. 69150P, 2008



  1. Van Ginneken, B., Tan, A., Murphy, K., De Hoop, B.-J., Prokop, M.

Automated detection of nodules attached to the pleural and mediastinal surface in low-dose CT scans 

Progress in Biomedical Optics and Imaging - Proceedings of SPIE 6915, art. no. 69150X, 2008



  1. X Zhang, X Wang, H Guo, Z Guo, X Wu, Z Su

Floatcascade learning for fast imbalanced web mining

Proceeding of the 17th international conference on World Wide Web, pp. 71-80, 2008

  1. Lo, P., De Bruijne, M.

Voxel classification based airway tree segmentation 

Progress in Biomedical Optics and Imaging - Proceedings of SPIE 6914, art. no. 69141K, 2008



  1. Geetha, S., Sivatha Sindhu, S.S., Kamaraj, N.

Evolving GA classifier for breaking the steganographic utilities: Stools, steganos and jsteg

Proceedings - International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2007 4, art. no. 4426483, pp. 230-234, 2008



  1. Schuller, B.   Wimmer, M.   Mosenlechner, L.   Kern, C.   Arsic, D.   Rigoll,G

Brute-forcing hierarchical functionals for paralinguistics: A waste of feature space?

Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on, pp. 4501-4504, 2008

  1. Pranckeviciene, E

Integrating Feature Selection and Committee Training

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