Igor Vatolkin
Igor Vatolkin
Postdoc, TU Dortmund
Verified email at udo.edu - Homepage
Title
Cited by
Cited by
Year
Multi-objective evolutionary feature selection for instrument recognition in polyphonic audio mixtures
I Vatolkin, M Preuß, G Rudolph, M Eichhoff, C Weihs
Soft Computing 16 (12), 2027-2047, 2012
272012
Music data analysis: Foundations and applications
C Weihs, D Jannach, I Vatolkin, G Rudolph
Chapman and Hall/CRC, 2016
252016
AMUSE (Advanced MUSic Explorer)-A Multitool Framework for Music Data Analysis.
I Vatolkin, WM Theimer, M Botteck
ISMIR, 33-38, 2010
252010
Multi-objective feature selection in music genre and style recognition tasks
I Vatolkin, M Preuß, G Rudolph
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
232011
Fixed parameter evolutionary algorithms and maximum leaf spanning trees: A matter of mutation
S Kratsch, PK Lehre, F Neumann, PS Oliveto
International Conference on Parallel Problem Solving from Nature, 204-213, 2010
232010
Definitions of audio features for music content description
W Theimer, I Vatolkin, A Eronen
Tech. Univ., Fak. für Informatik, 2008
192008
Beatthebeat music-based procedural content generation in a mobile game
A Jordan, D Scheftelowitsch, J Lahni, J Hartwecker, M Kuchem, ...
2012 IEEE conference on computational intelligence and games (CIG), 320-327, 2012
172012
Selecting small audio feature sets in music classification by means of asymmetric mutation
B Bischl, I Vatolkin, M Preuss
International Conference on Parallel Problem Solving from Nature, 314-323, 2010
172010
Design and comparison of different evolution strategies for feature selection and consolidation in music classification
I Vatolkin, W Theimer, G Rudolph
2009 IEEE Congress on Evolutionary Computation, 174-181, 2009
162009
Improving supervised music classification by means of multi-objective evolutionary feature selection
I Vatolkin
132013
Partition based feature processing for improved music classification
I Vatolkin, W Theimer, M Botteck
Challenges at the interface of data analysis, computer science, and …, 2012
92012
Huge music archives on mobile devices
H Blume, B Bischl, M Botteck, C Igel, R Martin, G Roetter, G Rudolph, ...
IEEE Signal Processing Magazine 28 (4), 24-39, 2011
92011
Multi-objective evaluation of music classification
I Vatolkin
Challenges at the interface of data analysis, computer science, and …, 2012
82012
Computational prediction of high-level descriptors of music personal categories
G Rötter, I Vatolkin, C Weihs
Algorithms from and for Nature and Life, 529-537, 2013
52013
Statistical comparison of classifiers for multi-objective feature selection in instrument recognition
I Vatolkin, B Bischl, G Rudolph, C Weihs
Data analysis, machine learning and knowledge discovery, 171-178, 2014
42014
Optimization of feature processing chain in music classification by evolution strategies
I Vatolkin, W Theimer
International Conference on Parallel Problem Solving from Nature, 1150-1159, 2008
42008
Introduction to methods for music classification based on audio data
I Vatolkin, W Theimer
Technical Report NRC-TR-2007-2012, Nokia Research Center, 2007
42007
Comparison of Audio Features for Recognition of Western and Ethnic Instruments in Polyphonic Mixtures.
I Vatolkin, G Rudolph
ISMIR, 554-560, 2018
32018
Comparing audio features and playlist statistics for music classification
I Vatolkin, G Bonnin, D Jannach
Analysis of Large and Complex Data, 437-447, 2016
32016
Evaluation of Album Effect for Feature Selection in Music Genre Recognition.
I Vatolkin, G Rudolph, C Weihs
ISMIR, 169-175, 2015
32015
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Articles 1–20