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1

The reliability of estimated confidence intervals for classification error rates when only a single sample is available

Blaise Hanczar, Edward R. Dougherty

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 918 KB

english, 2013

2

Detection and localization of two hydrogenases inMethylococcus capsulatus(Bath) and their potential role in methane metabolism

Tímea Hanczár, Robert Csáki, Levente Bodrossy, Colin J. Murrell, Kornél L. Kovács

Journal:

Archives of Microbiology

Year:

2002

Language:

english

File:

PDF, 56 KB

english, 2002

3

Recent advances in biohydrogen research

K. L. Kovács, Cs. Bagyinka, L. Bodrossy, R. Csáki, B. Fodor, K. Gyõrfi, T. Hanczár, M. Kálmán, J. Õsz, K. Perei, B. Polyák, G. Rákhely, M. Takács, A. Tóth, J. Tusz

Journal:

Pflügers Archiv European Journal of Physiology

Year:

2000

Language:

english

File:

PDF, 274 KB

english, 2000

4

Microarray profiling of human white adipose tissue after exogenous leptin injection

S. Taleb, R. Van Haaften, C. Henegar, C. Hukshorn, R. Cancello, V. Pelloux, B. Hanczar, N. Viguerie, D. Langin, C. Evelo, J. Zucker, K. Clément, W. H. M. Saris

Journal:

European Journal of Clinical Investigation

Year:

2006

Language:

english

File:

PDF, 266 KB

english, 2006

5

Molecular characterization of structural genes coding for a membrane bound hydrogenase in Methylococcus capsulatus (Bath)

R. Csáki, T. Hanczár, L. Bodrossy, J.C. Murrell, K.L. Kovács

Journal:

FEMS Microbiology Letters

Year:

2001

Language:

english

File:

PDF, 257 KB

english, 2001

6

Using the bagging approach for biclustering of gene expression data

B. Hanczar, M. Nadif

Journal:

Year:

2011

Language:

english

File:

PDF, 1.30 MB

english, 2011

7

Ensemble methods for biclustering tasks

Blaise Hanczar, Mohamed Nadif

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 1.18 MB

english, 2012

8

An Inventory-Distribution System with LTL Deliveries – Mixed Integer Approach

Journal:

Procedia - Social and Behavioral Sciences

Year:

2011

Language:

english

File:

PDF, 234 KB

english, 2011

9

Molecular characterization of structural genes coding for a membrane bound hydrogenase in Methylococcus capsulatus (Bath)

R. Csáki, T. Hanczár, L. Bodrossy, J.C. Murrell, K.L. Kovács

Journal:

FEMS Microbiology Letters

Year:

2001

Language:

english

File:

PDF, 259 KB

english, 2001

10

A New Measure of Classifier Performance for Gene Expression Data

Hanczar, Blaise, Bar-Hen, Avner

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2012

Language:

english

File:

PDF, 1.05 MB

english, 2012

11

Classification with reject option in gene expression data

Hanczar, B., Dougherty, E. R.

Journal:

Year:

2008

Language:

english

File:

PDF, 293 KB

english, 2008

12

A Fuel Distribution Problem – Application of New Multi-item Inventory Routing Formulation

Journal:

Procedia - Social and Behavioral Sciences

Year:

2012

Language:

english

File:

PDF, 167 KB

english, 2012

13

Analysis of feature selection stability on high dimension and small sample data

Dernoncourt, David, Hanczar, Blaise, Zucker, Jean-Daniel

Journal:

Computational Statistics & Data Analysis

Year:

2014

Language:

english

File:

PDF, 1.54 MB

english, 2014

14

Needle and surgical biopsy techniques differentially affect adipose tissue gene expression profiles

Mutch, D. M, Tordjman, J., Pelloux, V., Hanczar, B., Henegar, C., Poitou, C., Veyrie, N., Zucker, J.-D., Clement, K.

Journal:

American Journal of Clinical Nutrition

Year:

2008

Language:

english

File:

PDF, 3.37 MB

english, 2008

15

[IEEE 2011 22nd International Conference on Database and Expert Systems Applications (DEXA) - Toulouse, France (2011.08.29-2011.09.2)] 2011 22nd International Workshop on Database and Expert Systems Applications - Improving the Biological Relevance of Biclustering for Microarray Data in Using Ensemble Methods

Hanczar, Blaise, Nadif, Mohamed

Year:

2011

Language:

english

File:

PDF, 222 KB

english, 2011

16

In Vivo Epinephrine-Mediated Regulation of Gene Expression in Human Skeletal Muscle

Viguerie, Nathalie, Clement, Karine, Barbe, Pierre, Courtine, Melanie, Benis, Arriel, Larrouy, Dominique, Hanczar, Blaise, Pelloux, Veronique, Poitou, Christine, Khalfallah, Yadh, Barsh, Gregory S., T

Journal:

Journal of Clinical Endocrinology & Metabolism

Year:

2004

Language:

english

File:

PDF, 1.07 MB

english, 2004

17

[IEEE 2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE) - Larnaca, Cyprus (2012.11.11-2012.11.13)] 2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE) - Experimental analysis of feature selection stability for high-dimension and low-sample size gene expression classification task

Dernoncourt, David, Hanczar, Blaise, Zucker, Jean-Daniel

Year:

2012

Language:

english

File:

PDF, 526 KB

english, 2012

18

[IEEE 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Madison, WI, USA (2007.08.26-2007.08.29)] 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Is There Correlation Between the Estimated and True Classification Errors in Small-Sample Settings?

Hanczar, Blaise, Hua, B. Jianping, Dougherty, Edward R.

Year:

2007

Language:

english

File:

PDF, 291 KB

english, 2007

19

Feature construction from synergic pairs to improve microarray-based classification

Hanczar, B., Zucker, J.-D., Henegar, C., Saitta, L.

Journal:

Year:

2007

Language:

english

File:

PDF, 191 KB

english, 2007

20

Identification, Mutagenesis, and Transcriptional Analysis of the Methanesulfonate Transport Operon of Methylosulfonomonas methylovora

Jamshad, M., De Marco, P., Pacheco, C. C., Hanczar, T., Murrell, J. C.

Journal:

Applied and Environmental Microbiology

Year:

2006

Language:

english

File:

PDF, 151 KB

english, 2006

21

Decorrelation of the True and Estimated Classifier Errors in High-Dimensional Settings

Hanczar, Blaise, Hua, Jianping, Dougherty, Edward R.

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Year:

2007

Language:

english

File:

PDF, 1.45 MB

english, 2007

22

Small-sample precision of ROC-related estimates

Hanczar, B., Hua, J., Sima, C., Weinstein, J., Bittner, M., Dougherty, E. R.

Journal:

Year:

2010

Language:

english

File:

PDF, 663 KB

english, 2010

23

The Short-term Car Flow Planning Model in Rail Freight Company – Case Study

Hanczar, Paweł, Peternek, Piotr

Journal:

Transportation Research Procedia

Year:

2015

Language:

english

File:

PDF, 289 KB

english, 2015

24

Influence of Molecular Structure on Phase Diagram and Ferroelectric Behaviour

Marzec, M., Mikułko, A., Wróbel, S., Hanczar, M., Haase, W., Dąbrowski, R.

Journal:

Year:

2006

Language:

english

File:

PDF, 1.63 MB

english, 2006

25

Improving classification of microarray data using prototype-based feature selection

Hanczar, Blaise, Courtine, Mélanie, Benis, Arriel, Hennegar, Corneliu, Clément, Karine, Zucker, Jean-Daniel

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

File:

PDF, 432 KB

2003

26

Exploring interaction measures to identify informative pairs of genes

Hanczar, Blaise, Henegar, Corneliu, Zucker, Jean Daniel

Journal:

International Journal of Bioinformatics Research and Applications

Year:

2010

Language:

english

File:

PDF, 1.09 MB

english, 2010

27

An approach to optimizing abstaining area for small sample data classification

Hanczar, Blaise, Zucker, Jean-Daniel

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 7.35 MB

english, 2017

28

On the Comparison of Classifiers for Microarray Data

Hanczar, Blaise, Dougherty, Edward

Journal:

Current Bioinformatics

Year:

2010

Language:

english

File:

PDF, 621 KB

english, 2010

29

Performance visualization spaces for classification with rejection option

Hanczar, Blaise

Journal:

Pattern Recognition

Year:

2019

Language:

english

File:

PDF, 531 KB

english, 2019

30

Interpretable and accurate prediction models for metagenomics data

Prifti, Edi, Chevaleyre, Yann, Hanczar, Blaise, Belda, Eugeni, Danchin, Antoine, ClÃ©ment, Karine, Zucker, Jean-Daniel

Journal:

Year:

2020

File:

PDF, 2.03 MB

2020

31

Biological interpretation of deep neural network for phenotype prediction based on gene expression

Hanczar, Blaise, Zehraoui, Farida, Issa, Tina, Arles, Mathieu

Journal:

BMC Bioinformatics

Year:

2020

File:

PDF, 1.83 MB

2020

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