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==== Dr. Igor Vatolkin ==== | ==== Dr. Igor Vatolkin ==== | ||
- | | Room: | 234 | | + | ^ Contact ^ Research ^ Teaching ^ Further Links | |
- | | Phone: | +49 231 755-7733 | | + | | {{:staff:bullet_gross.gif|}} Room: 234 | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/Publications|Publications]] | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/TeachingSeminars|Courses]] | {{:staff:bullet_gross.gif|}} [[http://www.sig-ma.de|SIGMA: Special Interest Group on Music Data Analysis]] | |
- | | Fax: | +49 231 755-7740 | | + | | {{:staff:bullet_gross.gif|}} Phone: +49 231 755-7733 | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/ResearchProjects|Projects]] | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/TeachingTheses|Theses]]| {{:staff:bullet_gross.gif|}} [[https://scholar.google.de/citations?user=p3LkVhcAAAAJ|Google Scholar]] | |
- | | E-Mail: | igor.vatolkin{{:staff:at.gif|}}tu-dortmund.de| | + | | {{:staff:bullet_gross.gif|}} E-Mail: igor.vatolkin{{:staff:at.gif|}}tu-dortmund.de | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/ReviewActivities|Reviews]] | {{:staff:bullet_gross.gif|}} [[http://sig-ma.de/music-data-analysis-book|Music Data Analysis book]] |{{:staff:bullet_gross.gif|}} [[https://www.linkedin.com/in/igor-vatolkin-881aa78|LinkedIn]] | |
- | ===== Recent News ===== | + | ===== Research Interests ===== |
- | {{:staff:bullet_gross.gif|}} [Please visit <html><a href="http://www.sig-ma.de">SIGMA website</a></html> for further news]\\ | + | {{:staff:bullet_gross.gif|}} Computational Intelligence for Music Information Retrieval / Music Data Analysis\\ |
+ | {{:staff:bullet_gross.gif|}} Multi-Objective Evaluation and Optimization of Machine Learning Approaches\\ | ||
+ | {{:staff:bullet_gross.gif|}} Feature Selection and Interpretability of Classification Models\\ | ||
+ | |||
+ | |||
+ | ===== Recent News ===== | ||
+ | /*{{:staff:bullet_gross.gif|}} [Please visit <html><a href="http://www.sig-ma.de">SIGMA website</a></html> for further news]\\*/ | ||
/*{{:staff:bullet_gross.gif|}} [If you are interested in bachelor or master thesis in Music Information Retrieval / Computational Intelligence for MIR, please drop me an email!]\\*/ | /*{{:staff:bullet_gross.gif|}} [If you are interested in bachelor or master thesis in Music Information Retrieval / Computational Intelligence for MIR, please drop me an email!]\\*/ | ||
/*{{:staff:bullet_gross.gif|}} [Please visit <html><a href="http://www.sig-ma.de">SIGMA website</a></html> and my <html><a href="https://plus.google.com/101367550041756483163/">Google+ site</a></html> for further news]\\*/ | /*{{:staff:bullet_gross.gif|}} [Please visit <html><a href="http://www.sig-ma.de">SIGMA website</a></html> and my <html><a href="https://plus.google.com/101367550041756483163/">Google+ site</a></html> for further news]\\*/ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2021</font> <font color=#3346ff><b>[Publication]</b></font> B. Wilkes, I. Vatolkin, H. Müller: <a href=https://www.mdpi.com/1099-4300/23/11/1502>Statistical and Visual Analysis of Audio, Text, and Image Features for Multi-Modal Music Genre Recognition</a> accepted for <a href=https://www.mdpi.com/journal/entropy>Entropy</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2021</font> <font color=#ee1528><b>[Call]</b></font> Submission deadline to <a href=http://www.evostar.org/2022/evomusart/>EvoMUSART</a> extended to 24.11.2021</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>10.2021</font> <font color=#3346ff><b>[Publication]</b></font> I. Vatolkin: <a href=https://nordicsmc.create.aau.dk/wp-content/NordicSMC/Nordic_SMC_2021_paper_33.pdf>Improving Interpretable Genre Recognition with Audio Feature Statistics Based on Zygonic Theory</a> accepted for <a href="https://nordicsmc.create.aau.dk/?page_id=349">NordicSMC</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>09.2021</font> <font color=#0c680b><b>[Job offer]</b></font> <a href=http://sig-ma.de/wp-content/uploads/2021/09/HiWi-Ausschreibung-27.09.2021.pdf>Student assistant (8h/week)</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>06.2021</font> <font color=#a215ee><b>[SIGMA]</b></font> The program of SIGMA #50 on 24.09 is <a href=http://sig-ma.de/2021/1042>online</a></html>\\ | ||
+ | [see also [[https://ls11-www.cs.tu-dortmund.de/staff/vatolkin#past_news|the past news]]]\\ | ||
+ | |||
+ | ===== Recent Publications ===== | ||
+ | |||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2021</font> <html><b><font color=#ee1528>[j6]</font></b> <i>B. Wilkes, I. Vatolkin, and H. Müller</i>:<b> Statistical and Visual Analysis of Audio, Text, and Image Features for Multi-Modal Music Genre Recognition </b>. Entropy, 23(11)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2021</font> <html><b><font color=#3346ff>[c37]</font></b> <i> I. Vatolkin</i>:<b> Improving Interpretable Genre Recognition with Audio Feature Statistics Based on Zygonic Theory</b>. Proceedings of the 2nd Nordic Sound and Computing Conference (NordicSMC)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>07.2021</font> <html><b><font color=#3346ff>[c36]</font></b> <i> I. Vatolkin, P. Ginsel, and G. Rudolph</i>:<b> Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade</b>. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>07.2021</font> <html><b><font color=#3346ff>[c35]</font></b> <i> I. Vatolkin, F. Ostermann, and M. Müller</i>:<b> An Evolutionary Multi-Objective Feature Selection Approach for Detecting Music Segment Boundaries of Specific Types</b>. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>04.2021</font> <html><b><font color=#3346ff>[c34]</font></b> <i> I. Vatolkin, B. Adrian, and J. Kuzmic</i>:<b> A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features</b>. Proceedings of the 10th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART)</html>\\ | ||
+ | [see also [[staff/vatolkin/Publications|the complete publication list]]]\\ | ||
+ | |||
+ | ===== Teaching ===== | ||
+ | |||
+ | {{:staff:bullet_gross.gif|}} [If you are interested in bachelor or master thesis in Music Information Retrieval / Computational Intelligence for MIR, please contact me per email!]\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>Summer 2022</font> <font color=#68120b><b>[Fachprojekt]</b></font> Music Informatics </html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>Summer 2022</font> <font color=#3346ff><b>[Proseminar]</b></font> Computational Intelligence in Games </html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>Winter 2021/2022</font> <font color=#3346ff><b>[Proseminar]</b></font> <a href=https://ls11-www.cs.tu-dortmund.de/teaching/ahma_ws21>Actual Challenges in Music Data Analysis</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color= #767272>Summer 2021</font> <font color=#68120b><b>[Fachprojekt]</b></font> <a href=https://ls11-www.cs.tu-dortmund.de/teaching/minf_ss21>Music Informatics</a></html>\\ | ||
+ | [see also [[staff/vatolkin/TeachingSeminars|the complete course list]]]\\ | ||
+ | |||
+ | ===== Past News ===== | ||
- | {{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2021</font>: Paper on </html> [[:staff:vatolkin:publications:abstracts#[36] | advancements in the AMUSE framework]] <html> accepted for <a href=https://sigir.org/sigir2021>SIGIR 2021</a></html>\\ | + | {{:staff:bullet_gross.gif|}} <html><font color=#996600>06.2021</font>: The program of SIGMA #49 on 18.06 is <a href=http://sig-ma.de/2021/1032>online</a></html>\\ |
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>04.2021</font>: Paper on </html> [[:staff:vatolkin:publications:abstracts#[36] | advancements in the AMUSE framework]] <html> accepted for <a href=https://sigir.org/sigir2021>SIGIR 2021</a></html>\\ | ||
{{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2021</font>: Paper on </html> [[:staff:vatolkin:publications:abstracts#[35] | multi-objective feature selection for detection of specific boundaries]] <html> accepted for <a href=https://gecco-2021.sigevo.org>GECCO 2021</a></html>\\ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2021</font>: Paper on </html> [[:staff:vatolkin:publications:abstracts#[35] | multi-objective feature selection for detection of specific boundaries]] <html> accepted for <a href=https://gecco-2021.sigevo.org>GECCO 2021</a></html>\\ | ||
{{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2021</font>: The program of SIGMA #48 on 15.03 is <a href=http://sig-ma.de/2021/1021>online</a></html>\\ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2021</font>: The program of SIGMA #48 on 15.03 is <a href=http://sig-ma.de/2021/1021>online</a></html>\\ | ||
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{{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2018</font>: <a href=https://ls11-www.cs.tu-dortmund.de/people/rudolph/teaching/lectures/MDA/SS2018/lecture.htm>The next course on music data analysis</a> based on the textbook <a href="http://sig-ma.de/music-data-analysis-book">Music Data Analysis: Foundations and Applications</a> takes place at TU Dortmund, Department of Computer Science in summer term 2018 (see also the <a href=https://www.statistik.tu-dortmund.de/musikdatenanalyse0.html>course web page from the last year</a>)</html>\\ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2018</font>: <a href=https://ls11-www.cs.tu-dortmund.de/people/rudolph/teaching/lectures/MDA/SS2018/lecture.htm>The next course on music data analysis</a> based on the textbook <a href="http://sig-ma.de/music-data-analysis-book">Music Data Analysis: Foundations and Applications</a> takes place at TU Dortmund, Department of Computer Science in summer term 2018 (see also the <a href=https://www.statistik.tu-dortmund.de/musikdatenanalyse0.html>course web page from the last year</a>)</html>\\ | ||
{{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2018</font>: <a href=http://sig-ma.de/wp-content/uploads/2018/01/StudieJazzImprovisation.pdf>Test persons</a> with basic skills in jazz and improvisation are searched for an experiment (1.5h/20€)</html>\\ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2018</font>: <a href=http://sig-ma.de/wp-content/uploads/2018/01/StudieJazzImprovisation.pdf>Test persons</a> with basic skills in jazz and improvisation are searched for an experiment (1.5h/20€)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>12.2017</font>: <a href=http://sig-ma.de/2017/870>Job offer</a> for a student assisitant (8h/week)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>12.2017</font>: The program of SIGMA #41 on 20.12 is <a href=http://sig-ma.de/2017/863>online</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>07.2017</font>: <a href=https://www.statistik.tu-dortmund.de/fileadmin/user_upload/Studium/Sonstige/Ankuendigung_Musikdatenanalyse_SS_17.pdf>The course on music data analysis</a> based on the textbook <a href="http://sig-ma.de/music-data-analysis-book">Music Data Analysis: Foundations and Applications</a> will again take place at TU Dortmund, Department of Statistics in September 2017</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>05.2017</font>: Tutorial <a href="https://www.audiolabs-erlangen.de/resources/MIR/2017-GI-Tutorial-Musik/">"Automatisierte Methoden der Musikverarbeitung"</a> in Chemnitz, 25.09.2017 </html> \\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2017</font>: <a href="https://www.audiolabs-erlangen.de/resources/MIR/2017-GI-Workshop-Musik/">Call for papers</a> for German-speaking workshop "Musik trifft Informatik" in Chemnitz, 26.09.2017 </html> \\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>02.2017</font>: Student project group <a href="https://ls11-www.cs.tu-dortmund.de/teaching/pg607">PG 607: The Reactive Jukebox</a> will start in summer term 2017 </html> \\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2017</font>: Two papers accepted for <a href="http://www.evostar.org/2017/cfp_evomusart.php">EvoMUSART 2017</a>: "Generalisation Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples", <br> "Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos" </html> \\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>12.2016</font>: Exercises manual is now available for <a href="http://sig-ma.de/music-data-analysis-book">music data analysis textbook</a></html> \\ | ||
{{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2016</font>: The textbook <a href="http://sig-ma.de/music-data-analysis-book">C. Weihs, D. Jannach, I. Vatolkin, G. Rudolph (Eds.): Music Data Analysis: Foundations and Applications</a> is published</html> \\ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2016</font>: The textbook <a href="http://sig-ma.de/music-data-analysis-book">C. Weihs, D. Jannach, I. Vatolkin, G. Rudolph (Eds.): Music Data Analysis: Foundations and Applications</a> is published</html> \\ | ||
- | {{:staff:mdabook.jpg?150|}}\\ | + | /*{{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2016</font>: The textbook <a href="http://sig-ma.de/music-data-analysis-book">C. Weihs, D. Jannach, I. Vatolkin, G. Rudolph (Eds.): Music Data Analysis: Foundations and Applications</a> is published</html> \\ |
+ | {{:staff:mdabook.jpg?150|}}\\*/ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>10.2016</font>: <a href="http://gecco-2017.sigevo.org/index.html/Call+for+Papers">Call for papers</a> for <a href="http://gecco-2017.sigevo.org">GECCO 2017</a> in Berlin with Digital Entertainment Technologies and Arts (DETA) track</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>10.2016</font>: Proseminars <a href="https://ls11-www.cs.uni-dortmund.de/staff/vatolkin/teachingseminars/mdaws2016">Actual challenges in music data analysis</a> and <a href="https://ls11-www.cs.uni-dortmund.de/staff/vatolkin/teachingseminars/cig2016">Computational Intelligence in games</a> started</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>09.2016</font>: Interdisciplinary <a href=https://www.statistik.tu-dortmund.de/musikdatenanalyse.html>course on music data analysis</a> based on the textbook <a href="http://sig-ma.de/music-data-analysis-book">Music Data Analysis: Foundations and Applications</a> took place at TU Dortmund</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2015</font>: Paper "Interpretability of Music Classification as a Criterion for Evolutionary Multi-Objective Feature Selection" is accepted for <a href=http://www.evostar.org/2015/cfp_evomusart.php>EvoMUSART 2015</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>12.2014</font>: Paper "Exploration of Two-Objective Scenarios on Supervised Evolutionary Feature Selection: a Survey and a Case Study (Application to Music Categorisation)" is accepted for <a href=http://www.dep.uminho.pt/EMO2015/>EMO 2015</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>10.2014</font>: Proseminar <a href=https://ls11-www.cs.tu-dortmund.de/staff/vatolkin/teachingseminars/featureselectionws2014/>Established and actual approaches in feature selection</a> started</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2014</font>: Call for abstracts for <html><a href=http://sig-ma.de/2014/560>Statistical Musicology</a> at <a href=http://ecda2014.eu/>ECDA 2013</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>07.2013</font>: Project group 577 <a href=http://ls11-www.cs.tu-dortmund.de/teaching/pg577>"Music recommender systems - automatic generation of playlists for music discovery"</a> will start in winter term 2013/2014<html> (see <a href=http://www.cs.tu-dortmund.de/nps/de/Studium/besondere_Lehrveranstaltungen/Projektgruppen/Liste/pgliste_2010/index.html>list of project groups</a>)</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>06.2013</font>: PhD <html><a href=https://eldorado.tu-dortmund.de/bitstream/2003/30402/1/Dissertation.pdf>Improving Supervised Music Classification by Means of Multi-Objective Evolutionary Feature Selection</a> is available online</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>07.2012</font>: <html><a href=http://www.springerlink.com/content/f82626113mwm80h3/>Soft Computing article</a> about feature selection for music instrument recognition is available online</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>04.2012</font>: Project group 554 "Mobile music games" is finished: <html><a href=http://ls11-www.cs.tu-dortmund.de/_media/teaching/pg554_posteren.pdf>poster</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2012</font>: Call for abstracts for <html><a href=http://sig-ma.de/2012/360>Music Session</a> at <a href=http://www.gfkl2012.de>GfKl 2012</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>11.2011</font>: Project group 554 "Mobile music games" presented a <html><a href=http://ls11-www.cs.tu-dortmund.de/_media/teaching/pg554_poster.pdf>poster</a> at Alumni day</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>04.2011</font>: SIGMA organizes <html><a href=http://sig-ma.de/2011/199>Music Classification Workshop</a> during joint GfKl/DAGM conference</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>03.2011</font>: Paper "Multi-Objective Feature Selection in | ||
+ | Music Genre and Style Recognition Tasks" is accepted for <a href=http://www.sigevo.org/gecco-2011/>GECCO 2011</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>12.2010</font>: The web page about the activities of the <html><a href=http://sig-ma.de>Special Interest Group on Music Analysis</a> has been launched. You can subscribe to the RSS feed to be updated with recent news</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>10.2010</font>: Project group "Mobile music worlds – explorative games for navigation through digital music collections" is accepted and will start in summer term 2011</html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>05.2010</font>: Talk accepted for <html><a href=http://gfkl2010.wiwi.uni-karlsruhe.de/gfkl2010/>GfKl 2010</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>01.2010</font>: Talk accepted for <html><a href=http://www.statistik.tu-dortmund.de/DAGStat2010/>DAGSTAT 2010</a></html>\\ | ||
+ | {{:staff:bullet_gross.gif|}} <html><font color=#996600>10.2009</font>: Seminar <a href="/people/rudolph/teaching/proseminars/KreAlg/WS2009-10/proseminar.jsp">Creative Algorithms</a></html>\\ | ||
- | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/PastNews|Past News]] \\ | + | /*{{:staff:bullet_gross.gif|}} [[staff/vatolkin/PastNews|Past News]] \\*/ |
- | ===== Research ===== | + | /*===== Research ===== |
{{:staff:bullet_gross.gif|}} [[staff/vatolkin/Publications|Publication List]]\\ | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/Publications|Publication List]]\\ | ||
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{{:staff:bullet_gross.gif|}} [[staff/vatolkin/TeachingTheses|Theses]]\\ | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/TeachingTheses|Theses]]\\ | ||
- | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/TeachingSeminars|Seminars and Projects]] | + | {{:staff:bullet_gross.gif|}} [[staff/vatolkin/TeachingSeminars|Seminars and Projects]]*/ |