Papers

A Lightweight Approach to Table Recognition in Digital Invoices

Pawel Marczak, Independent Researcher, Poland
Miroslaw Omieljanowicz, Bialystok University of Technology, Poland

Angle-Based Data Binarization Framework

Maciej Zakrzewicz, Poznan University of Technology, Poland
Tadeusz Morzy, Poznan University of Technology, Poland

Annotator-Aware Evidential Learning for Polish Clinical Sentences

Daniel Cieślak, Gdańsk University of Technology, Poland
Andrzej Czyżewski, Gdańsk University of Technology, Poland

Assessing the impact of criteria removal on Multi-Criteria Decision-Making stability: A simulation-based sensitivity analysis

Jakub Więckowski, National Institute of Telecommunications, Poland
Joanna Kołodziejczyk, West Pomeranian university of Technology, Poland
Wojciech Sałabun, National Institute of Telecommunications, Poland

Building and Enriching an Ontology on the basis of a Labeled Corpora of Opinions

Wojciech Waloszek, Gdansk University of Technology, Poland
Agnieszka Pluwak, SentiOne SA, Poland

Classification of SAX-like Time Series Bitmaps with Siamese Convolutional Neural Networks

Mariusz Wrzesień, University of Information Technology and Management in Rzeszow, Poland
Miłosz Wrzesień, AGH University of Science and Technology, Poland
Janusz Korniak, University of IT and Management in Rzeszow, Poland

Coalition-Based Rule Induction and Decision Template Matching for Distributed Tabular Data

Katarzyna Kusztal, University of Silesia in Katowice, Poland
Małgorzata Przybyła-Kasperek, University of Silesia in Katowice; Constantine the Philosopher University in Nitra, Poland

Comparing Speech Synthesis Models for Polish Medical Speech Naturalness

Wiktor Krasiński, Gdańsk University of Technology, Poland
Przemyslaw Rośleń, Gdańsk University of Technology, Poland
Andrzej Czyzewski, Gdańsk University of Technology, Poland
Marta Zielonka, Gdańsk University of Technology, Poland

Decentralized Neural Network Modeling from Heterogeneous Data Sources: A Feature Mapping Approach

Kwabena Frimpong Marfo, University of Silesia in Katowice, Poland
Małgorzata Przybyła-Kasperek, University of Silesia in Katowice; Constantine the Philosopher University in Nitra, Poland

Deep Neural Networks for Automatic Detection and Classification of Laryngeal Pathologies in Endoscopic Imaging

Jan Nowak, Adam Mickiewicz University; Poznan Supercomputing and Networking Center, Poland
Mikolaj Buchwald, Poznan Supercomputing and Networking Center, Poland
Szymon Kupinski, Poznan Supercomputing and Networking Center, Poland
Juliusz Pukacki, Poznan Supercomputing And Networking Center, Poland
Hanna Klimza, Regional Specialist Hospital Wroclaw, Poland
Piotr Nogal, Poznań University of Medical Sciences, Poland
Joanna Jackowska, Poznań University of Medical Sciences, Poland
Małgorzata Wierzbicka, Wroclaw University of Science and Technology, Poland
Krzysztof Dyczkowski, Adam Mickiewicz University, Poland

Detection of abnormal network flow by the Distributive Aggregations Ensemble Algorithm

Ewa Rak, University of Rzeszów, Poland
Jaromir Sarzyński, University of Rzeszów, Poland
Monika Homa, University of Rzeszów, Poland

Determining Multi-Class Trading Signals for Bitcoin: A Comparative Study of XGBoost, LightGBM, and Random Forest

Marcin Stawarz, Nicolaus Copernicus University in Toruń, Poland
Michał Stasiak, Poznań University of Economics and Business, Poland

End-User Challenges in Implementing Metaheuristic Algorithms from Scientific Papers

Matej Črepinšek, University of Maribor, Slovenia
Marjan Mernik, University of Maribor, Slovenia
Matej Moravec, University of Maribor, Slovenia
Marko Šmid, University of Maribor, Slovenia
Miha Ravber, University of Maribor, Slovenia

Enhancing Network Intrusion Detection through Data Dimensionality Reduction Using Classical and Deep Learning Approaches

Agnieszka Wosiak, Lodz University of Technology, Poland
Kacper Świąder, Lodz University of Technology, Poland
Rafał Woźniak, Lodz University of Technology, Poland
Adam Niewiadomski, Lodz University of Technology, Poland

Enhancing Solar Magnetogram Retrieval with Deep Semantic Hashing and Hierarchical Graph Indexing

Rafal Grycuk, Czestochowa University of Technology, Poland
Rafal Scherer, Częstochowa University of Technology, Poland

Enhancing the Identification of Corrosion in Reinforced Concrete Structures Using Association Rules Analysis and the Non-Destructive M5 Method

Paweł Karol Frankowski, Maritime University of Szczecin, Poland
Piotr Majzner, Maritime University of Szczecin, Poland
Marcin Mąka, Maritime University of Szczecin, Poland
Tomasz Chady, West Pomeranian University of Technology in Szczecin, Poland

Estimating the value of commercial real estate using machine learning approaches

Ireneusz Czarnowski, Gdynia Maritime University, Poland

Evaluating the Chronos Foundation Model for Daily Stock Index Forecasting

Stanisław Łaniewski, University of Warsaw, Poland
Robert Ślepaczuk, University of Warsaw, Poland

Evaluation of User Experience with RAG-based Chatbots for Searching Documentation: Industrial Case Study

Marko Vještica, University of Novi Sad, Serbia
Elena Akik, University of Novi Sad, Serbia
Vladimir Dimitrieski, University of Novi Sad, Serbia
Lukas Hinterleitner, KEBA Industrial Automation, Austria
Jovan Erić, KEBA Industrial Automation, Austria
Frank-Christian Weidenfelder, KEBA Industrial Automation, Austria
Milan Pisarić, KEBA Industrial Automation, Austria

Expert Versus Metric-Based Evaluation: Testing the Reliability of Evaluation Metrics in Large Language Models Assessment

Bartłomiej Balsamski, Krakow University of Economics, Poland
Jakub Kanclerz, Krakow University of Economics, Poland
Dariusz Put, Krakow University of Economics, Poland
Janusz Stal, Krakow University of Economics, Poland

Feature Evaluation Through Decision Trees Structure

Beata Zielosko, University of Silesia in Katowice, Poland
Urszula Stańczyk, Silesian University of Technology, Poland
Kamil Jabloński, University of Silesia in Katowice, Poland
Mikhail Moshkov, King Abdullah University of Science and Technology, Saudi Arabia

Filling the Gap in Time: Intelligent Imputation of Historical Parish Records

Adam Kiersztyn, Lublin University of Technology, Poland
Piotr Rachwał, The John Paul II Catholic University of Lublin, Poland
Krystyna Kiersztyn, Lublin University of Technology, Poland

Finding differences between discrete-time deep learning survival models

Piotr Magnuszewski, Bialystok University of Technology, Poland
Malgorzata Kretowska, Bialystok University of Technology, Poland

Fuzzy scalable neural network for IPv6 network security

Lukasz Apiecionek, Wielki University in Bydgoszcz, Poland
Jan Cybulski, Wielki University in Bydgoszcz, Poland
Emanuel Krzyszton, Wielki University in Bydgoszcz, Poland

Gender Disparities in Customer Churn Rates: A Rough Neuro-Fuzzy Classifier-based Analysis

Magdalena Scherer, Czestochowa University of Technology, Poland
Robert Nowicki, Czestochowa University of Technology, Poland

Generative artificial intelligence applying an adaptive algorithm with real-time dynamics allocation for ecological monitoring

Przemyslaw Hawro, State University of Applied Sciences in Jaroslaw, Poland
Tadeusz Kwater, State University of Applied Sciences in Jaroslaw, Poland
Boguslaw Twarog, University of Rzeszow, Poland
Jacek Bartman, University of Rzeszow, Poland

Gradient or Not? Predicting Football Action Sequences Using Boosting vs Neural Networks

Michał Zaręba, Adam Mickiewicz University, Poland
Tomasz Piłka, Adam Mickiewicz University, Poland
Tomasz Górecki, Adam Mickiewicz University, Poland

How to moderate LLM based chats from hallucinations?

Jakub Rurański, Silesian University of Technology; Tele-Fonika Kable S.A, Poland
Katarzyna Nowak, Silesian University of Technology; Tele-Fonika Kable S.A, Poland
Magdalena Góras, Silesian University of Technology; Tele-Fonika Kable S.A, Poland
Karol Dworak, Tele-Fonika Kable S.A., Poland
Karolina Nurzyńska, Silesian University of Technology; Tele-Fonika Kable S.A, Poland

Hybrid AI Framework Based on Fuzzy Rough Sets for Two-Dimensional Magnetic Evaluation of Reinforced Concrete Structures

Pawel Karol Frankowski, Maritime University of Szczecin, Poland
Piotr Majzner, Maritime University of Szczecin, Poland
Wojciech Czapliński, Maritime University of Szczecin, Poland
Tomasz Stawicki, West Pomeranian University of Technology in Szczecin, Poland

Hybrid Symbolic-Neural Domain Adaptation via SymbSteer. Markov-Guided Prompting and Decoding for Resource-Efficient Language Model Steering

Zbigniew Gontar, SGH Warsaw School of Economics, Poland
Beata Gontar, University of Lodz, Poland

Impact of Conflict Set Resolution Strategies on Inference Efficiency in Rule-Based Systems

Agnieszka Nowak-Brzezinska, University of Silesia, Poland
Daniel Nowak, University of Silesia, Poland

Improved DeepFool: Efficient Adversarial Attacks via Optimization and Refinement

Łukasz Mikołajczyk, AGH University of Krakow, Poland
Piotr Duda, Czestochowa University of Technology, Poland
Robert Nowicki, Czestochowa University of Technology, Poland
Rafal Scherer, Czestochowa University of Technology, Poland

Inference processes in rule cluster knowledge base - various approaches

Igor Gaibei, University of Silesia, Poland
Agnieszka Nowak-Brzezińska, University of Silesia, Poland

Influence of Augmentation of UAV Collected Data on Deep Learning Based Facade Segmentation Task

Patryk Balak, SkySnap sp. z o.o., Poland
Agnieszka Łysak, Jan Kochanowski University of Kielce, Poland
Kamil Choromański, SkySnap sp. z o.o.; Warsaw University of Technology, Poland
Marcin Luckner, Warsaw University of Technology, Poland

Interactive Semi-Automatic Labeling of Point Clouds Using Transformer-Based Descriptors

Patryk Najgebauer, Czestochowa University of Technology, Poland
Rafał Scherer, Czestochowa University of Technology, Poland
Jakub Walczak, Lodz University of Technology, Poland
Adam Wojciechowski, Lodz University of Technology, Poland

Large Language Models for Structuring and Integration of Heterogeneous Data

Henrik Bongertmann, University of Rostock, Germany
Benjamin Nast, University of Rostock, Germany
Leon Griesch, University of Rostock, Germany
Henry Rotzoll, Datenverarbeitungszentrum MV GmbH, Germany
Kurt Sandkuhl, University of Rostock, Germany

Leveraging GPS Data and Attention-based BiLSTM for Injury Prediction in Professional Football

Aleksandra Sadurska, Adam Mickiewicz University, Poland
Michał Zaręba, Adam Mickiewicz University, Poland
Tomasz Piłka, Adam Mickiewicz University, Poland
Tomasz Górecki, Adam Mickiewicz University, Poland

LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning

Haya Halimeh, Paderborn University, Germany
Florian Freese, University of Wuppertal, Germany
Oliver Müller, Paderborn University, Germany

Multi-Valued Dependency Analysis Methodology. A Novel Approach to Modeling Uncertainty in Data

Teresa Mroczek, University of Information Technology and Management in Rzeszow, Poland
Zofia Matusiewicz, University of Information Technology and Management in Rzeszow, Poland
Tomasz Skica, University of Information Technology and Management in Rzeszow, Poland

Neural networks based ensemble classifier for phishing link detection

Wojciech Gałka, University of Rzeszów, Poland
Marcin Mrukowicz, University of Rzeszów, Poland
Urszula Bentkowska, University of Rzeszów, Poland
Jan G. Bazan, University of Rzeszów, Poland

Optimizing the DFS-based Strategy for Efficient Execution of Counting Queries in Machine Learning Applications

Paweł Bratek, Czestochowa University of Technology, Poland
Lukasz Szustak, Czestochowa University of Technology, Poland

Parking Spot Segmentation Using Deep Learning Techniques

Marcin Garnowski, Gdansk University Of Technology, Poland
Jakub Śmigielski, Gdansk University Of Technology, Poland
Szymon Zaporowski, Gdansk University Of Technology, Poland

Performance comparison of machine learning algorithms for accurate office real estate price estimation: suggested approaches

Jacek Maślankowski, University of Gdańsk, Poland
Małgorzata Rymarzak, University of Gdańsk, Poland

Persistent Misclassification Analysis for Improving Thyroid Cancer Classification from Ultrasound Images

Mariusz Rafało, Warsaw School of Economics, Poland
Agnieszka Żyłka, Maria Skłodowska-Curie National Research Institute of Oncology, Poland

Photovoltaic Energy Prediction: Evaluating Feature Selection Methods for Enhanced Forecasting

Marcin Zalasiński, Częstochowa University of Technology, Poland
Tomasz Szczepanik, Częstochowa University of Technology, Poland
Magdalena M. Scherer, Częstochowa University of Technology, Poland
Jolanta Zalasińska, ERP Serwis sp. z o.o. sp. k., Poland

Reconstruction of Images Transmitted over LoRa Networks Using Fully Convolutional Neural Network

Jakub Nowak, Czestochowa University of Technology, Poland
Tomasz Nowak, Czestochowa University of Technology, Poland
Szymon Połcik, Czestochowa University of Technology, Poland
Marcin Korytkowski, Czestochowa University of Technology, Poland
Pawel Drozda, University of Warmia and Mazury, Poland
Rafal Scherer, Częstochowa University of Technology, Poland

Stock Turning Points Prediction Using Convolution Neural Networks with Return Rate Heat Map

Mariusz Rafało, Warsaw School of Economics, Poland
Ryszard Szupiluk, Warsaw School of Economics, Poland

Supporting consumer decision-making by a softsensors with classifiers in an optimized feature space

Jacek Bartman, University of Rzeszow, Poland
Boguslaw Twarog, University of Rzeszow, Poland
Bogdan Kwiatkowski, Rzeszow University of Technology, Poland
Tadeusz Kwater, The State University of Technology and Economics, Poland
Przemyslaw Hawro, The State University of Technology and Economics, Poland

Time Series Classification with MuRBE: The Multiple Representation-Based Ensembles

Rauzan Sumara, Warsaw University of Technology, Poland
Wladyslaw Homenda, Warsaw University of Technology; The University of Information Technology and Management, Poland
Witold Pedrycz, University of Alberta, Canada
Fusheng Yu, Beijing Normal University, China

Toward a DataOps Framework for Enhancing Data Quality in Data Science

Christian Haertel, Otto-von-Guericke-University, Germany
Kunal Sanjay Sagavakar, Otto-von-Guericke-University, India
Daniel Staegemann, Otto-von-Guericke University, Germany
Matthias Pohl, German Aerospace Center (DLR), Germany
Matthias Volk, T-Systems International GmbH, Germany
Klaus Turowski, Otto-von-Guericke-University, Germany

Transfer Learning for Deepfake Detection in Static Facial Images

Milica Papić, Blinking D.O.O., Serbia
Pavle Milošević, University of Belgrade, Serbia
Ivan Milenković, University of Belgrade, Serbia
Miloš Milovanović, University of Belgrade, Serbia
Miroslav Minović, University of Belgrade, Serbia

Using SSP-TOPSIS in Sustainable Resource Selection for Mobile Crowd Computing

Jarosław Wątróbski, University of Szczecin, Poland
Aleksandra Bączkiewicz, University of Szczecin, Poland
Artur Karczmarczyk, West Pomeranian University of Technology in Szczecin, Poland

Variance-Based Analysis of Global Criteria Importance in the ESP-COMET Method

Wojciech Sałabun, National Institute of Telecommunications, Poland
Andrii Shekhovtsov, West Pomeranian university of Technology, Poland
Jarosław Wątróbski, University of Szczecin, Poland

Vehicle Detection in Parking Lots Using Deep Learning Techniques

Łukasz Miłośnicki, Gdańsk University of Technology, Poland
Mateusz Miłośnicki, Gdańsk University of Technology, Poland
Szymon Zaporowski, Gdańsk University of Technology, Poland