| 2026 | ACIIDS | Evaluating Artificial Neural Network-Based Method for Risk-Adjusted Portfolio Optimization: Evidence from the Warsaw Stock Exchange. | Klaudia Kaczmarczyk, Katarzyna Kuziak, Marcin Hernes |
| 2024 | ACIIDS | Forecasting Residential Real Estate Prices Using Deep Learning. | Mateusz Fracz, Marcin Hernes |
| 2024 | ACIIDS | Forecasting Sales at Fuel Stations Using a Multilayer Perceptron. | Aleksander Karonski, Marcin Hernes, Ewa Walaszczyk, Artur Rot |
| 2024 | ICCCI | Prediction of the Delay Time of Public Transportation Using Machine Learning. | Alicja Piaskowska, Marcin Hernes, Ewa Walaszczyk, Agata Kozina, Kateryna Czerniachowska |
| 2024 | KES | Real estate valuation using machine learning. | Marcin Hernes, Piotr Tutak, Michal Nadolny, Aleksandra Mazurek |
| 2024 | KES | Prediction of residential real estate price on primary market using machine learning. | Marcin Hernes, Piotr Tutak, Mateusz Siewiera |
| 2023 | KES | Investment strategies based on anomalies detected in the financial time series of cryptocurrencies. | Jedrzej Rudkiewicz, Marcin Hernes |
| 2023 | KES | Implementation of OPC UA Communication Traffic Control for Analog Values in an Automation Device with Embedded OPC UA Servers. | Olav Sande, Marcin Fojcik, Marcin Hernes, Rafal Cupek, Marek Drewniak |
| 2022 | FedCSIS | Generative Adversarial Networks for students' structure prediction. Preliminary research. | Agata Kozina, Zdzislaw Kes, Marcin Hernes, Pawel Golec, Krzysztof Nowosielski, Olena Sidor, Korlan Zhanat |
| 2022 | KES | Towards sustainable health - detection of tumor changes in breast histopathological images using deep learning. | Bartosz Lowicki, Marcin Hernes, Artur Rot |
| 2022 | KES | Feature Selection for financial data - comparison. | Karolina Mialkowska, Klaudia Kaczmarczyk, Marcin Hernes, Mykola Dyvak |
| 2021 | KES | Machine learning for liquidity prediction on Vietnamese stock market. | Pham Quoc Khang, Klaudia Kaczmarczyk, Piotr Tutak, Pawel Golec, Katarzyna Kuziak, Radoslaw Depczynski, Marcin Hernes, Artur Rot |
| 2021 | KES | Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks. | Karolina Matenczuk, Agata Kozina, Aleksandra Markowska, Kateryna Czerniachowska, Klaudia Kaczmarczyk, Pawel Golec, Marcin Hernes, Krzysztof Lutoslawski, Adrianna Kozierkiewicz, Marcin Pietranik, Artur Rot, Mykola Dyvak |
| 2020 | ACIIDS | The Functionalities of Cognitive Technology in Management Control System. | Andrzej Bytniewski, Kamal Matouk, Anna Chojnacka-Komorowska, Marcin Hernes, Adam Zawadzki, Agata Kozina |
| 2020 | ACIIDS | A Modular Diversity Based Reviewer Recommendation System. | Marcin Maleszka, Bernadetta Maleszka, Dariusz Krl, Marcin Hernes, Denis Mayr Lima Martins, Leschek Homann, Gottfried Vossen |
| 2020 | ICCCI | Data Quality Management in ERP Systems - Accounting Case. | Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina |
| 2020 | IJCAI | A Conceptual Framework of Intelligent Management Control System for Higher Education. | Helena Dudycz, Marcin Hernes, Zdzislaw Kes, Eunika Mercier-Laurent, Bartlomiej Nita, Krzysztof Nowosielski, Piotr Oleksyk, Mieczyslaw L. Owoc, Rafal Palak, Maciej Pondel, Krystian Wojtkiewicz |
| 2020 | KES | Deep learning for grape variety recognition. | Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz, Agata Kozina, Marcin Pietranik, Ingolf Rmer, Martin Schieck |
| 2020 | KES | Financial decisions support using the supervised learning method based on random forests. | Klaudia Kaczmarczyk, Marcin Hernes |
| 2020 | KES | Liquidity prediction on Vietnamese stock market using deep learning. | Pham Quoc Khang, Marcin Hernes, Katarzyna Kuziak, Artur Rot, Wieslawa Gryncewicz |
| 2019 | ACIIDS | An Application a Two-Level Determination Consensus Method in a Multi-agent Financial Decisions Support System. | Adrianna Kozierkiewicz, Marcin Hernes, Thanh Tung Nguyen |
| 2019 | ACIIDS | The Systems' Integration Conception for Transactional Costs Reduction in Polish Financial Companies. | Ewelina Wrbel, Marcin Hernes |
| 2019 | ADBIS | The Agents' Selection Methods for a Consensus-Based Investment Strategy in a Multi-agent Financial Decisions Support System. | Marcin Hernes, Adrianna Kozierkiewicz, Marcin Pietranik |
| 2019 | ICCCI | Data Sources for Environmental Life Cycle Costing in Network Organizations. | Michal Snierzynski, Marcin Hernes, Andrzej Bytniewski, Malgorzata Krzywonos, Jadwiga Sobieska-Karpinska |
| 2018 | ACIIDS | Knowledge Representation of Cognitive Agents Processing the Economy Events. | Marcin Hernes, Andrzej Bytniewski |
| 2018 | FedCSIS | Performance evaluation of trading strategies in multi-agent systems - Case of A-Trader. | Marcin Hernes, Jerzy Korczak |
| 2018 | ICCCI | Agents' Knowledge Conflicts' Resolving in Cognitive Integrated Management Information System - Case of Budgeting Module. | Marcin Hernes, Anna Chojnacka-Komorowska, Adrianna Kozierkiewicz, Marcin Pietranik |
| 2018 | ICCCI | A New Distance Function for Consensus Determination in Decision Support Systems. | Marcin Hernes, Jadwiga Sobieska-Karpinska, Adrianna Kozierkiewicz, Marcin Pietranik |
| 2017 | ACIIDS | Towards Big Management. | Marcin Hernes, Andrzej Bytniewski |
| 2017 | FedCSIS | Deep Learning for Financial Time Series Forecasting in A-Trader System. | Jerzy Korczak, Marcin Hernes |
| 2017 | ICCCI | Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Information System. | Marcin Hernes, Andrzej Bytniewski |
| 2017 | ICCCI | External Environment Scanning Using Cognitive Agents. | Marcin Hernes, Anna Chojnacka-Komorowska, Kamal Matouk |
| 2017 | ICCCI | Collective Intelligence Supporting Trading Decisions on FOREX Market. | Jerzy Korczak, Marcin Hernes, Maciej Bac |
| 2016 | ACIIDS | Using Cognitive Agents for Unstructured Knowledge Management in a Business Organization's Integrated Information System. | Marcin Hernes |
| 2016 | ACIIDS | Integration of Collective Knowledge in Financial Decision Support System. | Marcin Hernes, Andrzej Bytniewski |
| 2016 | FedCSIS | Knowledge integration in multi-agent decision support system for financial e-services. | Marcin Hernes, Jadwiga Sobieska-Karpinska |
| 2016 | FedCSIS | Fundamental analysis in the multi-agent trading system. | Jerzy Korczak, Marcin Hernes, Maciej Bac |
| 2016 | ICCCI | Knowledge Integration Method for Supply Chain Management Module in a Cognitive Integrated Management Information System. | Marcin Hernes |
| 2015 | FedCSIS | Knowledge representation in controlling sub-system. | Anna Chojnacka-Komorowska, Marcin Hernes |
| 2015 | FedCSIS | The semantic method for agents' knowledge representation in the Cognitive Integrated Management Information System. | Marcin Hernes |
| 2015 | FedCSIS | The automatic summarization of text documents in the Cognitive Integrated Management Information System. | Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski |
| 2015 | FedCSIS | Fuzzy logic in the multi-agent financial decision support system. | Jerzy Korczak, Marcin Hernes, Maciej Bac |
| 2015 | FedCSIS | Fuzzy Logic as Agents' Knowledge Representation in A-Trader System. | Jerzy Korczak, Marcin Hernes, Maciej Bac |
| 2015 | ICCCI | Deriving Consensus for Term Frequency Matrix in a Cognitive Integrated Management Information System. | Marcin Hernes |
| 2015 | ICCCI | A Model of a Multiagent Early Warning System for Crisis Situations in Economy. | Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski |
| 2014 | FedCSIS | Identification of the knowledge conflicts' sources in the architecture of cognitive agents supporting decisions-making process. | Marcin Hernes, Jadwiga Sobieska-Karpinska |
| 2014 | FedCSIS | Performance evaluation of decision-making agents' in the multi-agent system. | Jerzy Korczak, Marcin Hernes, Maciej Bac |
| 2014 | ICCCI | A Cognitive Integrated Management Support System for Enterprises. | Marcin Hernes |
| 2013 | FedCSIS | Knowledge conflicts in Business Intelligence systems. | Marcin Hernes, Kamal Matouk |
| 2013 | FedCSIS | Risk avoiding strategy in multi-agent trading system. | Jerzy Korczak, Marcin Hernes, Maciej Bac |
| 2013 | FedCSIS | The postulates of consensus determining in financial decision support systems. | Jadwiga Sobieska-Karpinska, Marcin Hernes |
| 2012 | FedCSIS | Consensus determining algorithm in multiagent decision support system with taking into consideration improving agent's knowledge. | Jadwiga Sobieska-Karpinska, Marcin Hernes |