Lviv Polytechnic National University (Ukraine)
Silesian University of Technology (Poland)
University of Jyväskylä (Finland)
Leiden Institute of Advanced Computer Science Leiden University (The Netherlands)
Lesya Ukrainka Volyn National University (Ukraine)
Kherson National Technical University, Ukraine
Lviv IT Cluster (Ukraine)
SoftServe (Ukraine)

    

Information message

Dear colleagues!

We invite you to participate in the Modern Data Science Technologies Doctoral Consortium

MoDaST-2025 Doctoral Consortium

The Doctoral Consortium will be held on 15th of June 2025 in the Lviv Polytechnic National University. The language of MoDaST meetings is English only. Presentation of papers is obligatory. The volume of the works – above 10 pages each (see https://ceur-ws.org/HOWTOSUBMIT.html). Authors are requested to follow the 1-column CEUR-WS template. The template can be downloaded here.

The main purpose of the Modern Data Science Technologies Doctoral Consortium is providing a forum for researchers to discuss models, methods and information technology for data science, data analysis and business analysis, and their real-life applications. In MoDaST Doctoral Consortium, we encourage the submission of papers on machine learning, deep learning, decision making, and multicriteria decision analysis areas. The MoDaST Doctoral Consortium is soliciting literature review, survey and research papers comments including, whilst not limited to, the following areas of interest:

• Analytical methods;
• Ontological engineering;
• Business analysis of information processes;
• Big data analysis;
• Analytical data warehouses;
• Cloud services;
• Repositories and data spaces;
• Data consolidation technologies;
• Computer linguistics;
• Machine Learning Applications;
• Recommendation system with collaborative filtering;
• Natural Language Processing;
• Data Visualization;
• Data Acquisition and Wrangling;
• Machine Learning;
• Clustering;
• Neural Networks;
• Classification algorithms;
• Regression algorithms;
• Training (weight optimization) using backpropagation;
• Gradient descent;
• Setting the learning rate of your neural network;
• Deep neural networks;
• Batch normalization;
• Convolutional neural networks;
• Image segmentation;
• Object detection (YOLO, SSD, Faster R-CNN);
• Evaluating object detection models;
• Facial recognition;
• Recurrent neural networks;
• Transformer networks;
• Siamese networks;
• Reinforcement Learning.

Paper submission deadline: 14.05.2025

Notification of acceptance: 20.05.2025

Camera ready submission: 30.05.2025

 

Conference date: 15th of June, 2025.

Program Committee:

Chair:

Vasyl Lytvyn (Lviv Polytechnic National University, Ukraine)

Members of the program committee:

1. Agnieszka Kowalska-Styczen (Silesian University of Technology, Poland)
2. Aleksandr Gozhyj (Petro Mohyla Black Sea National University, Ukraine)
3. Anatoly Sachenko (Ternopil National Economic University, Ukraine)
4. Ankur Singh Bist (Towards Blockchain, India)
5. Bohdan Rusyn (Karpenko Physico-Mechanical Institute of the NAS of Ukraine, Ukraine)
6. Dmytro Peleshko (GeoGuard, Vancouver, British Columbia)
7. Irina Kalinina (Petro Mohyla Black Sea National University, Ukraine)
8. Iryna Yevseyeva (De Montfort University, Leicester, UK)
9. Jun Su (Hubei University of Technology, China)
10. Klaus ten Hagen (University of Applied Science Zittau/Goerlitz, Germany)
11. Lyubomyr Chyrun (Ivan Franko National University of Lviv)
12. Maksym Korobchynskyi (Military-Diplomatic Academy named after Eugene Bereznyak, Ukraine)
13. Manik Sharma (University Jalandhar, India)
14. Michael Emmerich (Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands)
15. Natalia Grabar (CNRS UMR 8163 STL, France)
16. Nina Khairova (National Technical University “KhPI”, Ukraine)
17. Olena Vynokurova (GeoGuard, Vancouver, British Columbia)
18. Olha Cherednichenko (National Technical University “KhPI”, Ukraine)
19. Sergii Babichev (Jan Evangelista Purkinje University in Usti nad Labem, Czech Republic)
20. Sergey Subbotin (Zaporizhzhia Polytechnic National University, Ukraine)
21. Silakari Sanjay (Rajiv Gandhi Technical University, India)
22. Thierry Hamon (LIMSI-CNRS & Paris-Nord university, France)
23. Vasyl Lytvyn (Lviv Polytechnic National University, Ukraine)
24. Viacheslav Kovtun (Vinnytsia National Technical University, Ukraine)
25. Vitor Basto-Fernandes (ISCTE-IUL, Lisbon, Portugal)
26. Volodymyr Lytvynenko (Kherson National Technical University, Ukraine)
27. Volodymyr Hnatushenko (Dnipro University of Technology, Ukraine)

Workshop Organizing Committee:

Head:

Mykhailo Luchkevych (Lviv Polytechnic National University, Ukraine)

Deputies:

1. Mariia Nazarkevych (Lviv Polytechnic National University, Ukraine)
2. Serhii Vladov (Kharkiv National University of Internal Affairs, Ukraine)
3. Dmytro Dosyn (Lviv Polytechnic National University, Ukraine)
4. Oksana Oborska (Lviv Polytechnic National University, Ukraine)
5. Yuriy Ryshkovets (Lviv Polytechnic National University, Ukraine)
6. Iryna Shakleina (Lviv Polytechnic National University, Ukraine)
7. Vitalii Danylyk (Lviv Polytechnic National University, Ukraine)
8. Roman Romanchuk (Lviv Polytechnic National University, Ukraine)
9. Rostyslav Fedchuk (Lviv Polytechnic National University, Ukraine)
10. Roman Lynnyk (Lviv Polytechnic National University, Ukraine)

 

Address of the MoDaST-2025 organizing committee:

Department of information systems and networks,
Lviv Polytechnic National University,
Mytropolyta Andreya st., 5, 4th educational building, room 122a
E-mail: modast.in.ua@gmail.com
WEBSITE: https://ism.lpnu.ua/uk/MoDaST - MoDaST

 

Manuscripts for Workshop MoDaST-2025 should be submitted by the workshop e-mail: modast.in.ua@gmail.com

No registration fee.