Marcin Hernes

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 49

Top Topics

Decision Support

Cognitive Agents

Top Venues

Publications

Jedrzej Rudkiewicz, Marcin Hernes
Investment strategies based on anomalies detected in the financial time series of cryptocurrencies. KES (2023)
Katarzyna Korsak, Marcin Hernes, Ewa Walaszczyk, Artur Rot, Anna Grzeda
Analysis of Skin Lesions for Cancer Detection Using Convolutional Neural Networks. ACIT (2023)
Olav Sande, Marcin Fojcik, Marcin Hernes, Rafal Cupek, Marek Drewniak
Implementation of OPC UA Communication Traffic Control for Analog Values in an Automation Device with Embedded OPC UA Servers. KES (2023)
Karolina Cwojdzinska, Marcin Hernes, Wieslawa Gryncewicz, Artur Rot, Pawel Golec
Book Recommendation Using Collaborative Filtering Technology. ACIT (2022)
Kateryna Czerniachowska, Marcin Hernes, Krzysztof Lutoslawski
A linearisation approach to solving a non-linear shelf space allocation problem with multi-oriented capping in retail store and distribution centre. Oper. Res. Decis. 32 (4) (2022)
Agata Kozina, Zdzislaw Kes, Marcin Hernes, Pawel Golec, Krzysztof Nowosielski, Olena Sidor, Korlan Zhanat
Generative Adversarial Networks for students' structure prediction. Preliminary research. FedCSIS (Position Papers) (2022)
Bartosz Lowicki, Marcin Hernes, Artur Rot
Towards sustainable health - detection of tumor changes in breast histopathological images using deep learning. KES (2022)
Mykola Dyvak, Andriy Melnyk, Artur Rot, Marcin Hernes, Andriy Pukas
Ontology of Mathematical Modeling Based on Interval Data. Complex. 2022 (2022)
Helena Dudycz, Marcin Hernes, Zdzislaw Kes, Eunika Mercier-Laurent, Bartlomiej Nita, Krzysztof Nowosielski, Piotr Oleksyk, Mieczyslaw L. Owoc, Rafal Palak, Maciej Pondel, Krystian Wojtkiewicz
A conceptual framework of Intelligent Management Control System for Higher Education. CoRR (2022)
Karolina Mialkowska, Klaudia Kaczmarczyk, Marcin Hernes, Mykola Dyvak
Feature Selection for financial data - comparison. KES (2022)
Maciej Pondel, Maciej Wuczynski, Wieslawa Gryncewicz, Lukasz Lysik, Marcin Hernes, Artur Rot, Agata Kozina
Deep Learning for Customer Churn Prediction in E-Commerce Decision Support. BIS (2021)
Kateryna Czerniachowska, Marcin Hernes
Simulated Annealing Hyper-Heuristic for a Shelf Space Allocation on Symmetrical Planograms Problem. Symmetry 13 (7) (2021)
Mykola Dyvak, Artur Rot, Vasyl Tymchyshyn, Stepan Valchyshyn, Frank Otoo, Marcin Hernes
Hardware Components of the Monitoring System of Soil and Groundwater Contamination by Harmful Emissions From Vehicles. ACIT (2021)
Pham Quoc Khang, Klaudia Kaczmarczyk, Piotr Tutak, Pawel Golec, Katarzyna Kuziak, Radoslaw Depczynski, Marcin Hernes, Artur Rot
Machine learning for liquidity prediction on Vietnamese stock market. KES (2021)
Kateryna Czerniachowska, Marcin Hernes
A Heuristic Approach to Shelf Space Allocation Decision Support Including Facings, Capping, and Nesting. Symmetry 13 (2) (2021)
Milosz Bies, Wieslawa Gryncewicz, Agata Kozina, Marcin Hernes, Artur Rot, Ryszard Zygala
Reduction of Information Asymmetry in the Used Car Market Using the Random Forest Method. ACIT (2021)
Krzysztof Lutoslawski, Marcin Hernes, Joanna Radomska, Monika Hajdas, Ewa Walaszczyk, Agata Kozina
Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network. IEEE Access 9 (2021)
Karolina Matenczuk, Agata Kozina, Aleksandra Markowska, Kateryna Czerniachowska, Klaudia Kaczmarczyk, Pawel Golec, Marcin Hernes, Krzysztof Lutoslawski, Adrianna Kozierkiewicz, Marcin Pietranik, Artur Rot, Mykola Dyvak
Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks. KES (2021)
Andrzej Bytniewski, Kamal Matouk, Anna Chojnacka-Komorowska, Marcin Hernes, Adam Zawadzki, Agata Kozina
The Functionalities of Cognitive Technology in Management Control System. ACIIDS (2) (2020)
Pham Quoc Khang, Marcin Hernes, Katarzyna Kuziak, Artur Rot, Wieslawa Gryncewicz
Liquidity prediction on Vietnamese stock market using deep learning. KES (2020)
Klaudia Kaczmarczyk, Marcin Hernes
Financial decisions support using the supervised learning method based on random forests. KES (2020)
Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina
Data Quality Management in ERP Systems - Accounting Case. ICCCI (CCIS Volume) (2020)
Pawel Golec, Wieslawa Gryncewicz, Krzysztof Hauke, Marcin Hernes, Artur Rot
Gesture Detection in Digital Image Processing based on the Use of Convolutional Neuronal Networks. ACIT (2020)
Helena Dudycz, Marcin Hernes, Zdzislaw Kes, Eunika Mercier-Laurent, Bartlomiej Nita, Krzysztof Nowosielski, Piotr Oleksyk, Mieczyslaw L. Owoc, Rafal Palak, Maciej Pondel, Krystian Wojtkiewicz
A Conceptual Framework of Intelligent Management Control System for Higher Education. AI4KM@IJCAI (2020)
Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz, Agata Kozina, Marcin Pietranik, Ingolf Römer, Martin Schieck
Deep learning for grape variety recognition. KES (2020)
Marcin Maleszka, Bernadetta Maleszka, Dariusz Król, Marcin Hernes, Denis Mayr Lima Martins, Leschek Homann, Gottfried Vossen
A Modular Diversity Based Reviewer Recommendation System. ACIIDS (Companion) (2020)
Ewelina Wróbel, Marcin Hernes
The Systems' Integration Conception for Transactional Costs Reduction in Polish Financial Companies. ACIIDS (Extended Posters) (2019)
Marcin Hernes
Consensus Theory for Cognitive Agents' Unstructured Knowledge Conflicts Resolving in Management Information Systems. Trans. Comput. Collect. Intell. 32 (2019)
Michal Snierzynski, Marcin Hernes, Andrzej Bytniewski, Malgorzata Krzywonos, Jadwiga Sobieska-Karpinska
Data Sources for Environmental Life Cycle Costing in Network Organizations. ICCCI (2) (2019)
Marcin Hernes, Ngoc Thanh Nguyen
Definition of a Framework for Acquiring and Acquisition Subprocesses in a Collective Knowledge Processing in the Integrated Management Information System. Vietnam. J. Comput. Sci. 6 (3) (2019)
Adrianna Kozierkiewicz, Marcin Hernes, Thanh Tung Nguyen
An Application a Two-Level Determination Consensus Method in a Multi-agent Financial Decisions Support System. ACIIDS (1) (2019)
Marcin Hernes, Adrianna Kozierkiewicz, Marcin Pietranik
The Agents' Selection Methods for a Consensus-Based Investment Strategy in a Multi-agent Financial Decisions Support System. ADBIS (Short Papers and Workshops) (2019)
Marcin Hernes, Jadwiga Sobieska-Karpinska
Reduction of a Forrester effect in a supply chain management system. J. Intell. Fuzzy Syst. 37 (6) (2019)
Marcin Hernes, Jadwiga Sobieska-Karpinska, Adrianna Kozierkiewicz, Marcin Pietranik
A New Distance Function for Consensus Determination in Decision Support Systems. ICCCI (2) (2018)
Marcin Hernes, Anna Chojnacka-Komorowska, Adrianna Kozierkiewicz, Marcin Pietranik
Agents' Knowledge Conflicts' Resolving in Cognitive Integrated Management Information System - Case of Budgeting Module. ICCCI (1) (2018)
Marcin Hernes, Andrzej Bytniewski
Knowledge Representation of Cognitive Agents Processing the Economy Events. ACIIDS (1) (2018)
Marcin Hernes, Jerzy Korczak
Performance evaluation of trading strategies in multi-agent systems - Case of A-Trader. FedCSIS (2018)
Marcin Hernes, Andrzej Bytniewski
Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Information System. ICCCI (1) (2017)
Marcin Hernes, Andrzej Bytniewski
Towards Big Management. ACIIDS (Extended Posters) (2017)
Jerzy Korczak, Marcin Hernes
Deep Learning for Financial Time Series Forecasting in A-Trader System. FedCSIS (2017)
Jerzy Korczak, Marcin Hernes, Maciej Bac
Collective Intelligence Supporting Trading Decisions on FOREX Market. ICCCI (1) (2017)
Marcin Hernes, Anna Chojnacka-Komorowska, Kamal Matouk
External Environment Scanning Using Cognitive Agents. ICCCI (1) (2017)
Marcin Hernes, Andrzej Bytniewski
Integration of Collective Knowledge in Financial Decision Support System. ACIIDS (1) (2016)
Marcin Hernes, Jadwiga Sobieska-Karpinska
Application of the consensus method in a multiagent financial decision support system. Inf. Syst. E Bus. Manag. 14 (1) (2016)
Jerzy Korczak, Marcin Hernes, Maciej Bac
Fundamental analysis in the multi-agent trading system. FedCSIS (2016)
Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski
A Method for Size and Shape Estimation in Visual Inspection for Grain Quality Control in the Rice Identification Collaborative Environment Multi-agent System. Trans. Comput. Collect. Intell. 22 (2016)
Marcin Hernes
Using Cognitive Agents for Unstructured Knowledge Management in a Business Organization's Integrated Information System. ACIIDS (1) (2016)
Marcin Hernes, Jadwiga Sobieska-Karpinska
Knowledge integration in multi-agent decision support system for financial e-services. FedCSIS (2016)
Marcin Hernes
Knowledge Integration Method for Supply Chain Management Module in a Cognitive Integrated Management Information System. ICCCI (1) (2016)
Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski
The automatic summarization of text documents in the Cognitive Integrated Management Information System. FedCSIS (2015)
Jerzy Korczak, Marcin Hernes, Maciej Bac
Fuzzy Logic as Agents' Knowledge Representation in A-Trader System. ISM/AITM (2015)
Jerzy Korczak, Marcin Hernes, Maciej Bac
Fuzzy logic in the multi-agent financial decision support system. FedCSIS (2015)
Anna Chojnacka-Komorowska, Marcin Hernes
Knowledge representation in controlling sub-system. FedCSIS (Position Papers) (2015)
Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski
A Model of a Multiagent Early Warning System for Crisis Situations in Economy. ICCCI (1) (2015)
Marcin Hernes
Information extraction methods for text documents in a Cognitive Integrated Management Information System. CYBCONF (2015)
Marcin Hernes
Performance Evaluation of the Customer Relationship Management Agent's in a Cognitive Integrated Management Support System. Trans. Comput. Collect. Intell. 18 (2015)
Marcin Hernes
The semantic method for agents' knowledge representation in the Cognitive Integrated Management Information System. FedCSIS (Position Papers) (2015)
Marcin Hernes
Deriving Consensus for Term Frequency Matrix in a Cognitive Integrated Management Information System. ICCCI (1) (2015)
Jerzy Korczak, Marcin Hernes, Maciej Bac
Performance evaluation of decision-making agents' in the multi-agent system. FedCSIS (2014)
Marcin Hernes, Jadwiga Sobieska-Karpinska
Identification of the knowledge conflicts' sources in the architecture of cognitive agents supporting decisions-making process. FedCSIS (2014)
Marcin Hernes
A Cognitive Integrated Management Support System for Enterprises. ICCCI (2014)
Jadwiga Sobieska-Karpinska, Marcin Hernes
The postulates of consensus determining in financial decision support systems. FedCSIS (2013)
Jerzy Korczak, Marcin Hernes, Maciej Bac
Risk avoiding strategy in multi-agent trading system. FedCSIS (2013)
Marcin Hernes, Kamal Matouk
Knowledge conflicts in Business Intelligence systems. FedCSIS (2013)
Jadwiga Sobieska-Karpinska, Marcin Hernes
Consensus determining algorithm in multiagent decision support system with taking into consideration improving agent's knowledge. FedCSIS (2012)
Marcin Hernes, Ngoc Thanh Nguyen
Deriving Consensus for Hierarchical Incomplete Ordered Partitions and Coverings. J. Univers. Comput. Sci. 13 (2) (2007)