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Proceedings of the the Second Workshop on Supervised and Unsupervised Ensemble Methods and



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Proceedings of the the Second Workshop on Supervised and Unsupervised Ensemble Methods and

Their Applications (SUEMA), 2008


  1. N Wei, E Flaschel, K Friehs, TW Nattkemper

A machine vision system for automated non-invasive assessment of cell viability via dark field …


BMC BIOINFORMATICS 2008 9:449

  1. E Väyrynen, J Toivanen, T Seppänen

Emotion discrimination with increasing time windows in spoken Finnish
Proceedings of FONETIK 2008 - ling.gu.se

  1. Lai C.

Supervised classification and spatial dependency analysis in human cancer using high throughput data

PhD Thesis 2008 - repository.tudelft.nl



  1. TW Way

Computer-aided Diagnosis of Pulmonary Nodules in Thoracic Computed Tomography.
PhD Thesis 2008 - deepblue.lib.umich.edu

  1. AP Järvinen, J Hiissa, LL Elo, T Aittokallio

Predicting Quantitative Genetic Interactions by Means of Sequential Matrix Approximation
PLoS ONE, 2008 - pubmedcentral.nih.gov

  1. C Orrite, M Rodríguez, F Martínez, M Fairhurst

Classifier Ensemble Generation for the Majority Vote Rule


Proceedings of the 13th Iberoamerican congress on Pattern …, 2008

  1. Nikolajewa S, Pudimat R, Hiller M, et al.

BioBayesNet: a web server for feature extraction and Bayesian network modeling of biological sequence data
NUCLEIC ACIDS RESEARCH   Volume: 35   Pages: W688-W693   Supplement: Suppl. S   Published: JUL 2007

  1. Nenadic, Z.

Information Discriminant Analysis: Feature Extraction with an Information-Theoretic Objective
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 29 (8):  1394-1407 AUG 2007

  1. Li F, Zhou X, Zhu J, et al.

High content image analysis for human H4 neuroglioma cells exposed to CuO nanoparticles
BMC BIOTECHNOLOGY   Volume: 7 Article Number: 66   Published: 2007

  1. Leeb R, Lee F, Keinrath C, et al.

Brain-computer communication: Motivation, aim, and impact of exploring a virtual apartment
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING   Volume: 15   Issue: 4   Pages: 473-482   Published: 2007

  1. Schultheis H
    IPRA - Enhancing the sensing abilities of ambient intelligence 
    COMPUTATIONAL INTELLIGENCE 23 (4): 464-483 NOV 2007

  2. Zhang L, Zhong Y, Huang B, et al.
    Dimensionality reduction based on clonal selection for hyperspectral imagery 
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 45 (12): 4172-4186 Part 2 DEC 2007

  3. Sarkela MOK, Ermes MJ, van Gils MJ, et al.
    Quantification of epileptiform electroencephalographic activity during sevoflurane mask induction 
    ANESTHESIOLOGY 107 (6): 928-938 DEC 2007

  4. Nanni L, Lumini A
    A multi-matcher for ear authentication 
    PATTERN RECOGNITION LETTERS 28 (16): 2219-2226 DEC 1 2007

  5. Alhoniemi E, Honkela A, Lagus K, et al.
    Compact Modeling of data usiing independent variable group analysis 
    IEEE TRANSACTIONS ON NEURAL NETWORKS 18 (6): 1762-1776 NOV 2007

  6. Ji DH, He YX, Xiao GZ
    Word sense learning based on feature selection and MDL principle 
    LANGUAGE RESOURCES AND EVALUATION 40 (3-4): 375-393 DEC 2007

  7. Nanni L, Lumini A
    RegionBoost learning for 2D+3D based face recognition 
    PATTERN RECOGNITION LETTERS 28 (15): 2063-2070 NOV 1 2007

  8. Mutangao O, Kumar L
    Estimating and mapping grass phosphorus concentration in an African savanna using hyperspectral image data 
    INTERNATIONAL JOURNAL OF REMOTE SENSING 28 (21): 4897-4911 2007

  9. Chu YH, Kim D, Han C, et al.
    Two-stage variable selection using the wavelet transform of batch trajectories for data interpretation and construction of parsimonious quality-estimation models 
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 46 (22): 7188-7197 OCT 24 2007

  10. Van Coillie FMB, Verbeke LPC, De Wulf RR
    Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium 
    REMOTE SENSING OF ENVIRONMENT 110 (4): 476-487 OCT 30 2007

  11. Romero E, Alquezar R
    Heuristics for the selection of weights in sequential feed-forward neural networks: An experimental study 
    NEUROCOMPUTING 70 (16-18): 2735-2743 OCT 2007

  12. Nanni L, Lumini A
    A hybrid wavelet-based fingerprint matcher 
    PATTERN RECOGNITION 40 (11): 3146-3151 NOV 2007

  13. Zhu SR
    Authentication based on feature of hand-written signature 
    JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY 14 (4): 563-567 AUG 2007

  14. Huang D, Chow TWS
    Effective gene selection method with small sample sets using gradient-based and point injection techniques 
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 4 (3): 467-475 JUL-SEP 2007

  15. Nakariyakul S, Casasent DP
    Adaptive branch and bound algorithm for selecting optimal features 
    PATTERN RECOGNITION LETTERS 28 (12): 1415-1427 SEP 1 2007

  16. Nanni L, Lumini A
    A multi-expert approach for wavelet-based face detection 
    PATTERN RECOGNITION LETTERS 28 (12): 1541-1547 SEP 1 2007

  17. Li JX, Su H, Chen HC, et al.
    Optimal search-based gene subset selection for gene array cancer classification 
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 11 (4): 398-405 JUL 2007

  18. K Zhang, A Ball, F Gu, Y Li

A Hybrid Model with a Weighted Voting Scheme for Feature Selection in Machinery Condition Monitoring

IEEE International Conference on Automation Science and Engineering,, CASE 2007, 424-429, 2007 - ieeexplore.ieee.org



  1. Ruta A, Li Y, Liu X

Traffic Sign Recognition Using Discriminative Local Features

LECTURE NOTES IN COMPUTER SCIENCE 4723: 355-366 2007



  1. HR Kanan, K Faez, SM Taheri

Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the …
LECTURE NOTES IN COMPUTER SCIENCE, LNAI 4597, pp. 63–76, 2007

  1. Atmani B, Beldjilali B
    Neuro-IG: A hybrid system for selection and elimination of predictor variables and non relevant individuals 
    INFORMATICA 18 (2): 163-186 2007

  2. Bar-Yosef I, Beckman I, Kedem K, et al.
    Binarization, character extraction, and writer identification of historical Hebrew calligraphy documents 
    INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION 9 (2-4): 89-99 APR 2007

  3. X Ji , W Lu, Y Cai, N Chen

Support vector classification for structure-activity-relationship of 1-(1H-1,2,4-triazole-1-yl)-2-(2,4-difluorophenyl)-3-substituted-2-propanols

Journal of Shanghai University (English Edition), 521-526, 2007 – Springer

  1. Wang Y, Moulin P
    Optimized feature extraction for learning-based image steganalysis 
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2 (1): 31-45 MAR 2007

  2. Zhao YD, Zhang LP, Li PX, et al.
    Classification of high spatial resolution imagery using improved Gaussian Markov random-field-based texture features 
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 45 (5): 1458-1468 Part 2

MAY 2007

  1. Brunner C, Naeem M, Leeb R, et al.
    Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis 
    PATTERN RECOGNITION LETTERS 28 (8): 957-964 JUN 1 2007

  2. Li F, Zhou X, Ma J, et al.
    An automated feedback system with the hybrid model of scoring and classification for solving over-segmentation problems in RNAi high content screening 
    JOURNAL OF MICROSCOPY-OXFORD 226 (2): 121-132 MAY 2007

  3. Duchesnay E, Cachia A, Roche A, et al.
    Classification based on cortical folding patterns 
    IEEE TRANSACTIONS ON MEDICAL IMAGING 26 (4): 553-565 APR 2007

  4. Bosch A, Munoz X, Freixenet J
    Segmentation and description of natural outdoor scenes 
    IMAGE AND VISION COMPUTING 25 (5): 727-740 MAY 1 2007

  5. Dougherty ER, Hua JP, Bittner ML
    Validation of computational methods in genomics 
    CURRENT GENOMICS 8 (1): 1-19 MAR 2007

  6. Berger S, Benediktyova Z, Matous K, et al.
    Visualization of dynamics of plant-pathogen interaction by novel combination of chlorophyll fluorescence imaging and statistical analysis: differential effects of virulent and avirulent strains of P-syringae and of oxylipins on A-thaliana 
    JOURNAL OF EXPERIMENTAL BOTANY 58 (4): 797-806 MAR 2007

  7. Niu ZY, Ji DH, Tan CL
    Using cluster validation criterion to identify optimal feature subset and cluster number for document clustering 
    INFORMATION PROCESSING & MANAGEMENT 43 (3): 730-739 MAY 2007

  8. Chang YC, Lai PC, Lee MT
    An integrated approach for operational knowledge acquisition of refuse incinerators 
    EXPERT SYSTEMS WITH APPLICATIONS 33 (2): 413-419 AUG 2007

  9. Gul G, Dirik AE, Avcibas I
    Steganalytic features for JPEG compression-based perturbed quantization 
    IEEE SIGNAL PROCESSING LETTERS 14 (3): 205-208 MAR 2007

  10. Sivagaminathan RK, Ramakrishnan S
    A hybrid approach for feature subset selection using neural networks and ant colony optimization 
    EXPERT SYSTEMS WITH APPLICATIONS 33 (1): 49-60 JUL 2007

  11. Harol A, Lai C, Pezkalska E, et al.
    Pairwise feature evaluation for constructing reduced representations 
    PATTERN ANALYSIS AND APPLICATIONS 10 (1): 55-68 FEB 2007

  12. Serpico SB, Moser G
    Extraction of spectral channels from hyperspectral images for classification purposes 
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 45 (2): 484-495 FEB 2007

  13. Tahir MA, Bouridane A, Kurugollu F
    Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier 
    PATTERN RECOGNITION LETTERS 28 (4): 438-446 MAR 1 2007

  14. Niemeijer M, Abramoff MD, van Ginneken B
    Segmentation of the optic disc, macula and vascular arch in fundus photographs 
    IEEE TRANSACTIONS ON MEDICAL IMAGING 26 (1): 116-127 JAN 2007

  15. Regis M, Doncescu A, Desachy J

Use of Evidence theory for the fusion and the estimation of relevance of data sources: application to an alcoholic bioprocess
TRAITEMENT DU SIGNAL   Volume: 24   Issue: 2   Pages: 115-132   Published: 2007

  1. Valincius, D., Verikas, A., Bacauskiene, M., Gelzinis, A.

Evolving committees of support vector machines

LECTURE NOTES IN COMPUTER SCIENCE 4571 LNAI, pp. 263-275 2007



  1. Riesen, K., Kilchherr, V., Bunke, H.

Reducing the dimensionality of vector space embeddings of graphs

LECTURE NOTES IN COMPUTER SCIENCE 4571 LNAI, pp. 563-573, 2007



  1. Riesen, K., Bunke, H.

Classifier ensembles for vector space embedding of graphs 

LECTURE NOTES IN COMPUTER SCIENCE 4472 LNCS, pp. 220-230, 2007



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

Bipartite graph matching for computing the edit distance of graphs 

LECTURE NOTES IN COMPUTER SCIENCE 4538 LNCS, pp. 1-12, 2007



  1. Bunke, H., Riesen, K.

A family of novel graph kernels for structural pattern recognition 

LECTURE NOTES IN COMPUTER SCIENCE 4756 LNCS, pp. 20-31, 2007



  1. Sadeghi, M.T., Khoshrou, S., Kittler, J.

SVM-based selection of colour space experts for face authentication 

LECTURE NOTES IN COMPUTER SCIENCE  4642 LNCS, pp. 907-916, 2007



  1. Zhang, Z., Hu, Y., Liu, M., Huang, T.

Head pose estimation in seminar room using multi view face detectors 

LECTURE NOTES IN COMPUTER SCIENCE  4122 LNCS, pp. 299-304, 2007



  1. FJ Ferri, W Diaz-Villanueva, MJ Castro

A comparative study using different topological representations in pattern recognition based drug …

Systems, Man and Cybernetics, 2007. ISIC. IEEE International …, pp. 2011-2015, 2007 ieeexplore.ieee.org



  1. Sepulveda, F., Dyson, M., Gan, J.Q., Tsui, C.S.L.

A comparison of mental task combinations for asynchronous EEG-based BCIs 

29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07, art. no. 4353476, pp. 5055-5058, 2007



  1. CJ Tu, LY Chuang, JY Chang, CH Yang

Feature Selection using PSO-SVM
IAENG ITERNATIONAL JOURNAL OF COMPUTER SCIENCE, 2007 - iaeng.org

  1. Yadollahi, A., Moussavi, Z.

Feature selection for swallowing sounds classification

29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07, art. no. 4353003, pp. 3172-3175, 2007



  1. Barrio, I., Romero, E., Belanche, L.

Selection of basis functions guided by the L2 soft margin

LECTURE NOTES IN COMPUTER SCIENCE 4668 LNCS - I (PART 1), pp. 421-430, 2007



  1. Freire, M.R., Fierrez, J., Galbally, J., Ortega-Garcia, J.

Biometrie hashing based on genetic selection and its application to on-line signatures

LECTURE NOTES IN COMPUTER SCIENCE  4642 LNCS, pp. 1134-1143, 2007



  1. S Xue-shen, Q Zhong-ying, Y Da-ren, H Qing-hua, Z … -

A Novel Feature Selection Approach Using Classification Complexity for SVM of Stock Market Trend …
Proceedings of IEEE International Conference on Management Science and Engineering, 2007. ICMSE 2007, pp.1654-1659- ieeexplore.ieee.org

  1. Chen, D., Hart, J., Vertegaal, R.

Towards a physiological model of user interruptability 

LECTURE NOTES IN COMPUTER SCIENCE  4663 LNCS (PART 2), pp. 439-451, 2007



  1. I Barrio, E Romero, L Belanche

Search Strategies Guided by the Evidence for the Selection of Basis Functions in Regression

Neural Networks, 2007. IJCNN 2007. International Joint …, 2007, pp. 436-441 - ieeexplore.ieee.org



  1. A Buil, A Perera-Lluna, R Souto, JM Peralta, L

Searching for master regulators of transcription in a human gene expression data set

BMC Proceedings 2007, 1, Suppl 1: S81

  1. Nakariyakul, S., Casasent, D.P. 

Improved forward floating selection algorithm for chicken contaminant detection in hyperspectral imagery 

Proceedings of SPIE - The International Society for Optical Engineering 6565, art. no. 65651X, 2007



  1. Punitha, A., Santhanam, T.

Feature space optimization in breast cancer diagnosis using linear vector quantization

INFORMATION TECHNOLOGY JOURNAL 6 (8), pp. 1258-1263, 2007



  1. Chu, Y.-H., Kim, D., Han, C., Yoon, E.-S.

Two-stage variable selection using the wavelet transform of batch trajectories for data interpretation and construction of parsimonious quality-estimation models 

INDUSTRIAL AND ENGINEERING CHEMISTRY RESEARCH 46 (22), pp. 7188-7197, 2007



  1. Xiaogang, R., Jinlian, W., Hui, L.

An intelligent search algorithm for feature gene selection of Chinese gastric cancer with mRNA microarray data 

1st International Conference on Bioinformatics and Biomedical Engineering, ICBBE, art. no. 4272547, pp. 234-237, 2007



  1. Song, X., Fan, G.

Joint key-frame extraction and object-based video segmentation 

Proceedings - IEEE Workshop on Motion and Video Computing, MOTION 2005, art. no. 4129595, pp. 126-131, 2007



  1. Schneider, T.E., Bell, A.A., Meyer-Ebrecht, D., Booking, A., Aach, T.

Computer aided cytological cancer diagnosis: Cell type classification as a step towards fully automatic cancer diagnostics on cytopathological specimens of serous effusions

Progress in Biomedical Optics and Imaging - Proceedings of SPIE 6514 (PART 1), art. no. 65140G, 2007



  1. Murphy, K., Schilham, A., Gietema, H., Prokop, M., Van Ginneken, B.

Automated detection of pulmonary nodules from low-dose computed tomography scans using a two-stage classification system based on local image features 

Progress in Biomedical Optics and Imaging - Proceedings of SPIE 6514 (PART 1), art. no. 651410, 2007



  1. Mao, S., Mansukhani, P., Thoma, G.R.

Combining static classifiers and class syntax models for logical entity recognition in scanned historical documents

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, art. no. 4270278, 2007



  1. Kanan, H.R., Faez, K., Hosseinzadeh, M.

Face recognition system using Ant Colony Optimization-based selected features 

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, CISDA 2007, art. no. 4219082, pp. 57-62



  1. Mahamaneerat, W.K., Shyu, C., Ho, S., Chang, C.A.

Domain-concept association rules mining for large-scale and complex cellular manufacturing tasks 

JOURNAL OF MANUFACTURING TECHNOLOGY MANAGEMENT 18 (7), pp. 787-806, 2007



  1. M Marinaki, Y Marinakis, M Doumpos, N Matsatsini

A comparison of several nearest neighbor classifier metrics using Tabu Search algorithm for the …

OPTIMIZATION LETTERS – Springer, 2007



  1. K Riesen, H Bunke

Structural Classifier Ensembles for Vector Space Embedded Graphs
Proceedings of the Joint International Conference on Neural Networks IJCNN 2007, pp. 1500-1505, 2007 - ieeexplore.ieee.org

  1. Cambazoglu, B.B., Sertel, O., Kong, J., Saltz, J., Gurcan, M.N., Catalyurek, U.V.

Efficient processing of pathological images using the grid: Computer-aided prognosis of neuroblastoma 

Proceedings of the 5th IEEE Workshop on Challenges of Large Applications in Distributed Environments, CLADE'07, pp. 35-41, 2007



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

Optimization of back-propagation network using simulated annealing approach 

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 4, art. no. 4274308, pp. 2819-2824, 2007



  1. Cheng, J., Kot, A.C., Rahardja, S.

Steganalysis of binary cartoon image using distortion measure 

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2, art. no. 4217395, pp. II261-II264, 2007



  1. Xuan, J., Wang, Y., Dong, Y., Feng, Y., Wang, B., Khan, J., Bakay, M., (...), Hoffman, E.

Gene selection for multiclass prediction by weighted fisher criterion 

EURASIP JOURNAL ON BIOINFORMATICS AND SYSTEMS BIOLOGY 2007, art. no. 64628



  1. Duin, R.P.W., Pekalska, E.

The science of pattern recognition. achievements and perspectives 

Studies in Computational Intelligence 63, pp. 221-259, 2007



  1. Zhang, Z., Potamianos, G., Senior, A.W., Huang, T.S.

Joint face and head tracking inside multi-camera smart rooms 

SIGNAL,IMAGE AND VIDEO PROCESSING 1 (2), pp. 163-178, 2007



  1. S Brahnam, L Nanni, S Randall

Introduction to neonatal facial pain detection using common and advanced face classification … - COMPUTATIONAL INTELLIGENCE IN HEALTHCARE, ISBN, 2007 - Springer

  1. Brahnam, S., Nanni, L., Sexton, R.

Introduction to neonatal facial pain detection using common and advanced face classification techniques

Studies in Computational Intelligence 48, pp. 225-253, 2007



  1. Li, F., Zhou, X., Ma, J., Wong, S.T.C.

An automated feedback system with the hybrid model of scoring and classification for solving over-segmentation problems in RNAi high content screening 

JOURNAL OF MICROSCOPY 226 (2), pp. 121-132, 2007



  1. Xiao, Y., Hua, J., Dougherty, E.R.

Quantification of the impact of feature selection on the variance of cross-validation error estimation

EURASIP JOURNAL ON BIOINFORMATICS AND SYSTEMS BIOLOGY 2007, art. no. 16354



  1. Sabeti, M., Boostani, R., Katebi, S.D., Price, G.W.

Selection of relevant features for EEG signal classification of schizophrenic patients 

BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2 (2), pp. 122-134, 2007



  1. F Password

An automated feedback system with the hybrid model of scoring and classification for solving over- …
JOURNAL OF MICROSCOPY, 2007

  1. MH Sedaaghi, C Kotropoulos, D Ververidis

Using Adaptive Genetic Algorithms to Improve Speech Emotion Recognition

IEEE 9th Workshop on Multimedia Signal Processing,, MMSP 2007, pp. 461-464, 2007 - ieeexplore.ieee.org



  1. X Ruan, J Wang, H Li

An Intelligent Search Algorithm for Feature Gene Selection of Chinese Gastric Cancer with mRNA
Bioinformatics and Biomedical Engineering, 2007. ICBBE 2007. … ,pp. 234-237, 2007

  1. M Zhang, Q Zhu, F Liu

SceBoost Learning Algorithm for Feature Selection
Proceedings of Third International Conference on Natural Computation, 2007. ICNC 2007 ieeexplore.ieee.org

  1. NA Schmid, JA O'Sullivan

Performance Prediction Methodology for Multibiometric Systems
Face Biometrics for Personal Identification: Multi-sensory …, 2007 – Springer

  1. RI Hammoud, B Abidi, MA Abidi

 Face Biometrics for Personal Identification: Multi-sensory Multi-modal Systems
- 2007 - Springer

  1. Z Nenadic, DS Rizzuto, RA Andersen, JW Burdick

Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with an Information-Theoretic …
2007- cbmspc.eng.uci.edu

  1. MW Tangermann

Feature Selection for Brain-Computer Interfaces

PhD Thesis 2007 - deposit.ddb.de



  1. Qiao, Y.-L., Sun, S.-H.

Texture classification using modulus extremum of wavelet frame representation 

2006 International Conference on Computational Intelligence and Security, ICCIAS 2006 2, art. no. 4076273, pp. 1775-1778,


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