Igor V. Tetko

2008
33	EE	Igor 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)
32	EE	Dimitrij 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
31	EE	Igor 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)
30	EE	Andreas 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
28	EE	Igor V. Tetko, Axel Facius, Andreas Ruepp, Hans-Werner Mewes: Super paramagnetic clustering of protein sequences. BMC Bioinformatics 6: 82 (2005)
27	EE	Igor 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)
26	EE	Caroline 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)
25	EE	Yu 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)
24	EE	Alexey 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)
23	EE	Stephen 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
22	EE	Alexey 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)
21	EE	Alexey 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
19	EE	Igor V. Tetko: Neural Network Studies, 4. Introduction to Associative Neural Networks. Journal of Chemical Information and Computer Sciences 42(3): 717-728 (2002)
18	EE	Igor 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
16	EE	Igor 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)
15	EE	Igor 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)
14	EE	Igor 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)
13	EE	Alessandro E. P. Villa, Igor V. Tetko, Javier Iglesias: Computer assisted neurophysiological analysis of cell assemblies activity. Neurocomputing 38-40: 1025-1030 (2001)
12	EE	Igor 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
11	EE	Jarmo 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
9	EE	Vasyl 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)
8	EE	Igor 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
6	EE	David 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)
5	EE	Igor 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
2	EE	Igor 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

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

Colors in the list of coauthors