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Igor V. Tetko

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2008
33EEIgor V. Tetko, Igor V. Rodchenkov, Mathias C. Walter, Thomas Rattei, Hans-Werner Mewes: Beyond the "best" match: machine learning annotation of protein sequences by integration of different sources of information. Bioinformatics 24(5): 621-628 (2008)
32EEDimitrij Surmeli, Oliver Ratmann, Hans-Werner Mewes, Igor V. Tetko: FunCat functional inference with belief propagation and feature integration. Computational Biology and Chemistry 32(5): 375-377 (2008)
2006
31EEIgor V. Tetko, Vitaly P. Solov'ev, Alexey V. Antonov, Xiaojun Yao, Jean-Pierre Doucet, Bo Tao Fan, Frank Hoonakker, Denis Fourches, Piere Jost, Nicolas Lachiche, Alexandre Varnek: Benchmarking of Linear and Nonlinear Approaches for Quantitative Structure-Property Relationship Studies of Metal Complexation with Ionophores. Journal of Chemical Information and Modeling 46(2): 808-819 (2006)
30EEAndreas Ruepp, Octave Noubibou Doudieu, Jos van den Oever, Barbara Brauner, Irmtraud Dunger-Kaltenbach, Gisela Fobo, Goar Frishman, Corinna Montrone, Christine Skornia, Steffi Wanka, Thomas Rattei, Philipp Pagel, M. Louise Riley, Dmitrij Frishman, Dimitrij Surmeli, Igor V. Tetko, Matthias Oesterheld, Volker Stümpflen, Hans-Werner Mewes: The Mouse Functional Genome Database (MfunGD): functional annotation of proteins in the light of their cellular context. Nucleic Acids Research 34(Database-Issue): 568-571 (2006)
2005
29 Alexey V. Antonov, Igor V. Tetko, Denis Kosykh, Dimitrij Surmeli, Hans-Werner Mewes: Exploiting scale-free information from expression data for cancer classification. German Conference on Bioinformatics 2005: 93-102
28EEIgor V. Tetko, Axel Facius, Andreas Ruepp, Hans-Werner Mewes: Super paramagnetic clustering of protein sequences. BMC Bioinformatics 6: 82 (2005)
27EEIgor V. Tetko, Barbara Brauner, Irmtraud Dunger-Kaltenbach, Goar Frishman, Corinna Montrone, Gisela Fobo, Andreas Ruepp, Alexey V. Antonov, Dimitrij Surmeli, Hans-Werner Mewes: MIPS bacterial genomes functional annotation benchmark dataset. Bioinformatics 21(10): 2520-2521 (2005)
26EECaroline C. Friedel, Katharina H. V. Jahn, Selina Sommer, Stephen Rudd, Hans-Werner Mewes, Igor V. Tetko: Support vector machines for separation of mixed plant?Cpathogen EST collections based on codon usage. Bioinformatics 21(8): 1383-1388 (2005)
25EEYu Wang, Igor V. Tetko, Mark A. Hall, Eibe Frank, Axel Facius, Klaus F. X. Mayer, Hans-Werner Mewes: Gene selection from microarray data for cancer classification - a machine learning approach. Computational Biology and Chemistry 29(1): 37-46 (2005)
24EEAlexey V. Antonov, Igor V. Tetko, Denis Kosykh, Dimitrij Surmeli, Hans-Werner Mewes: Exploiting scale-free information from expression data for cancer classification. Computational Biology and Chemistry 29(4): 288-293 (2005)
23EEStephen Rudd, Igor V. Tetko: Éclair - a web service for unravelling species origin of sequences sampled from mixed host interfaces. Nucleic Acids Research 33(Web-Server-Issue): 724-727 (2005)
2004
22EEAlexey V. Antonov, Igor V. Tetko, Volodymyr V. Prokopenko, Denis Kosykh, Hans-Werner Mewes: A web portal for classification of expression data using maximal margin linear programming. Bioinformatics 20(17): 3284-3285 (2004)
21EEAlexey V. Antonov, Igor V. Tetko, Michael T. Mader, Jan Budczies, Hans-Werner Mewes: Optimization models for cancer classification: extracting gene interaction information from microarray expression data. Bioinformatics 20(5): 644-652 (2004)
2003
20 Alexey V. Antonov, Igor V. Tetko, Michael T. Mader, Jan Budczies, Hans-Werner Mewes: Exploiting gene interaction information from microarray expression data for cancer classification. German Conference on Bioinformatics 2003: 9-14
2002
19EEIgor V. Tetko: Neural Network Studies, 4. Introduction to Associative Neural Networks. Journal of Chemical Information and Computer Sciences 42(3): 717-728 (2002)
18EEIgor V. Tetko, Vsevolod Yu. Tanchuk: Application of Associative Neural Networks for Prediction of Lipophilicity in ALOGPS 2.1 Program. Journal of Chemical Information and Computer Sciences 42(5): 1136-1145 (2002)
17 Igor V. Tetko: Associative Neural Network. Neural Processing Letters 16(2): 187-199 (2002)
2001
16EEIgor V. Tetko, Vsevolod Yu. Tanchuk, Tamara N. Kasheva, Alessandro E. P. Villa: Internet Software for the Calculation of the Lipophilicity and Aqueous Solubility of Chemical Compounds. Journal of Chemical Information and Computer Sciences 41(2): 246-252 (2001)
15EEIgor V. Tetko, Vsevolod Yu. Tanchuk, Alessandro E. P. Villa: Prediction of n-Octanol/Water Partition Coefficients from PHYSPROP Database Using Artificial Neural Networks and E-State Indices. Journal of Chemical Information and Computer Sciences 41(5): 1407-1421 (2001)
14EEIgor V. Tetko, Vsevolod Yu. Tanchuk, Tamara N. Kasheva, Alessandro E. P. Villa: Estimation of Aqueous Solubility of Chemical Compounds Using E-State Indices. Journal of Chemical Information and Computer Sciences 41(6): 1488-1493 (2001)
13EEAlessandro E. P. Villa, Igor V. Tetko, Javier Iglesias: Computer assisted neurophysiological analysis of cell assemblies activity. Neurocomputing 38-40: 1025-1030 (2001)
12EEIgor V. Tetko, Alessandro E. P. Villa: Pattern grouping algorithm and de-convolution filtering of non-stationary correlated Poisson processes. Neurocomputing 38-40: 1709-1714 (2001)
2000
11EEJarmo J. Huuskonen, David J. Livingstone, Igor V. Tetko: Neural Network Modeling for Estimation of Partition Coefficient Based on Atom-Type Electrotopological State Indices. Journal of Chemical Information and Computer Sciences 40(4): 947-955 (2000)
1998
10 Luc Jeandenans, Michel Gautero, François Grize, Igor V. Tetko, Alessandro E. P. Villa: Computer assisted neurophysiology by a distributed JAVA program. HCC 1998: 261-272
9EEVasyl V. Kovalishyn, Igor V. Tetko, Alexander I. Luik, Vladyslav V. Kholodovych, Alessandro E. P. Villa, David J. Livingstone: Neural Network Studies. 3. Variable Selection in the Cascade-Correlation Learning Architecture. Journal of Chemical Information and Computer Sciences 38(4): 651-659 (1998)
8EEIgor V. Tetko, Alessandro E. P. Villa, Tatyana I. Aksenova, Walter L. Zielinski, James Brower, Elizabeth R. Collantes, William J. Welsh: Application of a Pruning Algorithm To Optimize Artificial Neural Networks for Pharmaceutical Fingerprinting. Journal of Chemical Information and Computer Sciences 38(4): 660-668 (1998)
1997
7 Igor V. Tetko, Alessandro E. P. Villa: A Comparative Study of Pattern Detection Algorithm and Dynamical System Approach Using Simulated Spike Trains. ICANN 1997: 37-42
6EEDavid J. Livingstone, David T. Manallack, Igor V. Tetko: Data modelling with neural networks: Advantages and limitations. Journal of Computer-Aided Molecular Design 11(2): 135-142 (1997)
5EEIgor V. Tetko, Alessandro E. P. Villa: Efficient Partition of Learning Data Sets for Neural Network Training. Neural Networks 10(8): 1361-1374 (1997)
4 Igor V. Tetko, Alessandro E. P. Villa: An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem. Neural Processing Letters 6(1-2): 43-50 (1997)
3 Igor V. Tetko, Alessandro E. P. Villa: An Efficient Partition of Training Data Set Improves Speed and Accuracy of Cascade-correlation Algorithm. Neural Processing Letters 6(1-2): 51-59 (1997)
1996
2EEIgor V. Tetko, Alessandro E. P. Villa, David J. Livingstone: Neural Network Studies, 2. Variable Selection. Journal of Chemical Information and Computer Sciences 36(4): 794-803 (1996)
1995
1 Igor V. Tetko, David J. Livingstone, Alexander I. Luik: Neural network studies, 1. Comparison of overfitting and overtraining. Journal of Chemical Information and Computer Sciences 35(5): 826-833 (1995)

Coauthor Index

1Tatyana I. Aksenova [8]
2Alexey V. Antonov [20] [21] [22] [24] [27] [29] [31]
3Barbara Brauner [27] [30]
4James Brower [8]
5Jan Budczies [20] [21]
6Elizabeth R. Collantes [8]
7Jean-Pierre Doucet [31]
8Octave Noubibou Doudieu [30]
9Irmtraud Dunger-Kaltenbach [27] [30]
10Axel Facius [25] [28]
11Bo Tao Fan [31]
12Gisela Fobo [27] [30]
13Denis Fourches [31]
14Eibe Frank [25]
15Caroline C. Friedel [26]
16Dmitrij Frishman [30]
17Goar Frishman [27] [30]
18Michel Gautero [10]
19François Grize [10]
20Mark A. Hall (Mark Hall) [25]
21Frank Hoonakker [31]
22Jarmo J. Huuskonen [11]
23Javier Iglesias [13]
24Katharina H. V. Jahn [26]
25Luc Jeandenans [10]
26Piere Jost [31]
27Tamara N. Kasheva [14] [16]
28Vladyslav V. Kholodovych [9]
29Denis Kosykh [22] [24] [29]
30Vasyl V. Kovalishyn [9]
31Nicolas Lachiche [31]
32David J. Livingstone [1] [2] [6] [9] [11]
33Alexander I. Luik [1] [9]
34Michael T. Mader [20] [21]
35David T. Manallack [6]
36Klaus F. X. Mayer [25]
37Hans-Werner Mewes [20] [21] [22] [24] [25] [26] [27] [28] [29] [30] [32] [33]
38Corinna Montrone [27] [30]
39Matthias Oesterheld [30]
40Jos van den Oever [30]
41Philipp Pagel [30]
42Volodymyr V. Prokopenko [22]
43Oliver Ratmann [32]
44Thomas Rattei [30] [33]
45M. Louise Riley [30]
46Igor V. Rodchenkov [33]
47Stephen Rudd [23] [26]
48Andreas Ruepp [27] [28] [30]
49Christine Skornia [30]
50Vitaly P. Solov'ev [31]
51Selina Sommer [26]
52Volker Stümpflen [30]
53Dimitrij Surmeli [24] [27] [29] [30] [32]
54Vsevolod Yu. Tanchuk [14] [15] [16] [18]
55Alexandre Varnek [31]
56Alessandro E. P. Villa [2] [3] [4] [5] [7] [8] [9] [10] [12] [13] [14] [15] [16]
57Mathias C. Walter [33]
58Yu Wang [25]
59Steffi Wanka [30]
60William J. Welsh [8]
61Xiaojun Yao [31]
62Walter L. Zielinski [8]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)