International Workshop on Inductive Modeling
September 22-25, 2021, Lviv, UKRAINE
IWIM-2021 will be held in Lviv, at the Lviv National Technical University "Lvivska Politekhnika", in conjunction with the host Conference "Computer Science and Information Technologies" CSIT-2021 (see http://csit.ieee.org.ua/), both are supported by IEEE. As usually, the Workshop is focused on the theory, new algorithms and applications of automated data mining and knowledge discovery technologies based mainly on GMDH methodology originated by Prof. O. Ivakhnenko.
TOPICS OF INTEREST include but are not limited to:
Section 1. Theoretical fundamentals of inductive modeling
- Optimal complexity of inductive models, regularization, selection criteria
- Enhanced and optimized GMDH algorithms
- Analytical and numerical validation of inductively generated models
- Inductive algorithms for classification, clusterization, recognition
- Inductive Modelling as an apparatus of Computational Intelligence
Section 2. New approaches in inductive modelling
- High-performance computing (recurrent, parallel, distributed etc)
- Hybrid GMDH-type algorithms and neural networks
- Optimization and evolution of inductive neural networks
- Fuzzy and interval approaches in inductive modelling
- Visual data mining, model visualization
Section 3. Real-world applications of inductive modelling
- Data & knowledge mining, relationships detection using inductive modelling
- Knowledge discovery workflow automation, automated data preprocessing
- Applied software tools for construction of inductive models
- Time series analysis and prediction by means of inductive models
- Real-world applications, including solutions in ecology, economy, sociology, medicine, technology, bioinformatics, web, text and natural language processing, temporal and/or spatial modelling problems.
Original papers not being submitted to journals or other conferences will be considered. All submitted papers will be peer reviewed by 2 reviewers according to its originality, significance, correctness, presentation and relevance. We encourage authors to present position papers on practical studies and experiments, critique of existing works, emerging issues, and novel ideas under development.
Papers must be submitted via the IWIM’2021 Submission Page (see Make Submission). Manuscripts will be limited to 4-6 pages including all figures, tables, and references. The format of submitted papers must follow the IEEE proceedings guidelines (download).
All accepted papers will be published in the IEEE Workshop proceedings as separate volume. Papers are accepted with the condition that at least one author will register for the conference to present the paper. Papers without any registered co-author will not be published. The papers will be included in the IEEE Xplore digital library, and submitted to A&I databases (WoS, Scopus, etc.).
Extended versions (min 10 pages) of the best papers recommended by reviewers will be printed in a volume of "Advances in Intelligent Systems and Computing" (AISC) by Springer prepared together with the main Conference. Authors of all accepted papers must sign a Springer copyright release form.
Any Workshop participant may present his/her paper likewise at the CSIT-2021 Conference.
June 20 July 01 – paper submission July 10 July 20 – notification of pre-acceptance, reviewer’s comments evaluation July 2 August 01– camera-ready due for the Workshop papers, notification of acceptance July 30 August 15 – early covering conference fee (see http://csit.ieee.org.ua/conference-fee/) August 15 September 01 – extended papers submission for the book
- International Research and Training Centre for Information Technologies and Systems of the National Academy of Sciences and Ministry of Education and Science of Ukraine
- Lviv Polytechnic National University of the Ministry of Education and Science of Ukraine
- Czech Technical University in Prague, Czech Republic
Volodymyr Stepashko (Chairman) Serhiy Yefimenko (Secretary)
Professor, Head of Department, PhD, Senior Researcher,
International Research and Training Centre International Research and Training Centre
for Information Technologies and Systems for Information Technologies and Systems
of the NAS and MES of Ukraine of the NAS and MES of Ukraine
INTERNATIONAL PROGRAM COMMITTEE
Mikhail Alexandrov Autonomous University of Barcelona, Spain
Tetiana Aksenova Grenoble University, France
Yevgeniy Bodyanskiy Kharkiv Technical University of Radio Electronics, Ukraine
Ales Bourek Masaryk University in Brno, Czech Republic
Hamparsum Bozdogan The University of Tennessee, USA
Angels Catena Autonomous University of Barcelona, Spain
Miroslav Сepek Czech Technical University, Czech Republic
He Changzheng Sichuan University, Chengdu, China
Vera Danilova Presidential Acad. of national economy and public admin., Russia
Mykola Dyvak Ternopil National Economy University, Ukraine
John Elder Elder Research, USA
Tadashi Kondo The University of Tokushima, Japan
Pavel Kordík Czech Technical University, Czech Republic
Frank Lemke KnowledgeMiner Software, Berlin, Germany
Panos Liatsis City University London, UK
Volodymyr Lytvynenko Kherson National Technical University, Ukraine
Nader Nariman-zadeh The University of Guilan, Iran
Witold Pedrycz University of Alberta, Canada
Natalya Ponomareva University of Wolverhampton, UK
Paolo Rosso Polytechnic University of Valencia, Spain
Vadim Strijov Computer Center of Russian Academy of Sciences, Russia
Olena Vynokurova Kharkiv Technical University of Radio Electronics, Ukraine
Jan Zizka Mendel University in Brno, Czech Republic
The Workshop as well as the main Conference CSIT 2021 will be held in Lviv which is the largest city in Western Ukraine and the seventh largest city in the country overall. The events will take place at Lviv Polytechnic National University in early autumn when Lviv will be at its best: the city is famous for its welcoming and hospitality, its beautiful parks, diverse cuisine, fascinating history and charismatic architecture. Several sessions will be held in a picturesque place near Lviv.
The historical heart of Lviv city is famous for its old buildings. The city centre is on the UNESCO World Heritage List. Lviv is one of the most important cultural centres of Ukraine, famous for art, literature, music and theatre. It host more than 100 festivals annually, has 60 museums and 10 theatres. With regard to its urban fabric and architecture, Lviv is an outstanding example of the fusion of the architectural and artistic traditions of Central and Eastern Europe with those of Italy and Germany.
For more information on Lviv see https://en.wikipedia.org/wiki/Lviv
For updated information, please refer to http://iwim.irtc.org.ua, contact the official IWIM e-mail address firstname.lastname@example.org or the conference chairperson email@example.com and secretary firstname.lastname@example.org.