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2020 – today
- 2024
[j13]Marcin Hernes
, Jerzy Korczak, Dariusz Król, Maciej Pondel, Jörg Becker:
Multi-agent platform to support trading decisions in the FOREX market. Appl. Intell. 54(22): 11690-11708 (2024)- [c60]Mateusz Fracz, Marcin Hernes:
Forecasting Residential Real Estate Prices Using Deep Learning. ACIIDS (Companion 2) 2024: 195-205 - [c59]Aleksander Karonski, Marcin Hernes, Ewa Walaszczyk, Artur Rot:
Forecasting Sales at Fuel Stations Using a Multilayer Perceptron. ACIIDS (Companion 2) 2024: 206-218 - [c58]Agata Kozina, Michal Nadolny, Marcin Hernes, Ewa Walaszczyk, Artur Rot:
One Hot Encoding and Hashing_Trick Transformation - Performance Comparision. ACIT 2024: 699-704 - [c57]Ewa Walaszczyk, Michal Nadolny, Agata Kozina, Marcin Hernes, Artur Rot:
Predicting Prosumption Survey Response using Machine Learning. ACIT 2024: 720-724 - [c56]Alicja Piaskowska, Marcin Hernes, Ewa Walaszczyk, Agata Kozina, Kateryna Czerniachowska:
Prediction of the Delay Time of Public Transportation Using Machine Learning. ICCCI (CCIS Volume 1) 2024: 283-294 - [c55]Marcin Hernes, Piotr Tutak, Mateusz Siewiera:
Prediction of residential real estate price on primary market using machine learning. KES 2024: 3142-3147 - [c54]Marcin Hernes, Piotr Tutak, Michal Nadolny, Aleksandra Mazurek:
Real estate valuation using machine learning. KES 2024: 4592-4599 - 2023
- [c53]Katarzyna Korsak, Marcin Hernes, Ewa Walaszczyk, Artur Rot, Anna Grzeda:
Analysis of Skin Lesions for Cancer Detection Using Convolutional Neural Networks. ACIT 2023: 574-578 - [c52]Jedrzej Rudkiewicz, Marcin Hernes:
Investment strategies based on anomalies detected in the financial time series of cryptocurrencies. KES 2023: 53-62 - [c51]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: 2322-2332 - 2022
- [j12]Mykola Dyvak, Andriy Melnyk, Artur Rot, Marcin Hernes, Andriy Pukas:
Ontology of Mathematical Modeling Based on Interval Data. Complex. 2022: 8062969:1-8062969:19 (2022) - [j11]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) - [c50]Karolina Cwojdzinska, Marcin Hernes, Wieslawa Gryncewicz, Artur Rot, Pawel Golec:
Book Recommendation Using Collaborative Filtering Technology. ACIT 2022: 223-226 - [c49]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: 113-120 - [c48]Bartosz Lowicki, Marcin Hernes, Artur Rot:
Towards sustainable health - detection of tumor changes in breast histopathological images using deep learning. KES 2022: 1657-1666 - [c47]Karolina Mialkowska, Klaudia Kaczmarczyk, Marcin Hernes, Mykola Dyvak:
Feature Selection for financial data - comparison. KES 2022: 3047-3056 - [i1]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 abs/2201.06969 (2022) - 2021
- [j10]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: 146123-146136 (2021) - [j9]Kateryna Czerniachowska, Marcin Hernes:
A Heuristic Approach to Shelf Space Allocation Decision Support Including Facings, Capping, and Nesting. Symmetry 13(2): 314 (2021) - [j8]Kateryna Czerniachowska, Marcin Hernes:
Simulated Annealing Hyper-Heuristic for a Shelf Space Allocation on Symmetrical Planograms Problem. Symmetry 13(7): 1182 (2021) - [c46]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: 322-327 - [c45]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: 608-612 - [c44]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: 3-12 - [c43]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: 3590-3597 - [c42]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: 5023-5029 - 2020
- [c41]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: 230-240 - [c40]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: 550-561 - [c39]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: 430-435 - [c38]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: 353-362 - [c37]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: 35-47 - [c36]Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz, Agata Kozina, Marcin Pietranik, Ingolf Römer, Martin Schieck:
Deep learning for grape variety recognition. KES 2020: 1211-1220 - [c35]Pham Quoc Khang, Marcin Hernes, Katarzyna Kuziak, Artur Rot, Wieslawa Gryncewicz:
Liquidity prediction on Vietnamese stock market using deep learning. KES 2020: 2050-2058 - [c34]Klaudia Kaczmarczyk, Marcin Hernes:
Financial decisions support using the supervised learning method based on random forests. KES 2020: 2802-2811 - [e2]Marcin Hernes, Krystian Wojtkiewicz, Edward Szczerbicki:
Advances in Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings. Communications in Computer and Information Science 1287, Springer 2020, ISBN 978-3-030-63118-5 [contents]
2010 – 2019
- 2019
- [j7]Marcin Hernes, Jadwiga Sobieska-Karpinska:
Reduction of a Forrester effect in a supply chain management system. J. Intell. Fuzzy Syst. 37(6): 7325-7335 (2019) - [j6]Marcin Hernes:
Consensus Theory for Cognitive Agents' Unstructured Knowledge Conflicts Resolving in Management Information Systems. Trans. Comput. Collect. Intell. 32: 1-119 (2019) - [j5]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): 257-272 (2019) - [c33]Ewelina Wróbel, Marcin Hernes:
The Systems' Integration Conception for Transactional Costs Reduction in Polish Financial Companies. ACIIDS (Extended Posters) 2019: 397-408 - [c32]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: 453-463 - [c31]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: 60-67 - [c30]Michal Snierzynski, Marcin Hernes, Andrzej Bytniewski, Malgorzata Krzywonos, Jadwiga Sobieska-Karpinska:
Data Sources for Environmental Life Cycle Costing in Network Organizations. ICCCI (2) 2019: 394-405 - [e1]Ngoc Thanh Nguyen, Ryszard Kowalczyk, Marcin Hernes:
Transactions on Computational Collective Intelligence XXXII. Lecture Notes in Computer Science 11370, Springer 2019, ISBN 978-3-662-58610-5 [contents] - 2018
- [c29]Marcin Hernes, Andrzej Bytniewski:
Knowledge Representation of Cognitive Agents Processing the Economy Events. ACIIDS (1) 2018: 392-401 - [c28]Marcin Hernes, Jerzy Korczak:
Performance evaluation of trading strategies in multi-agent systems - Case of A-Trader. FedCSIS 2018: 839-844 - [c27]Marcin Hernes, Jadwiga Sobieska-Karpinska, Adrianna Kozierkiewicz, Marcin Pietranik:
A New Distance Function for Consensus Determination in Decision Support Systems. ICCCI (2) 2018: 155-165 - [c26]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: 297-308 - 2017
- [c25]Marcin Hernes, Andrzej Bytniewski:
Towards Big Management. ACIIDS (Extended Posters) 2017: 197-209 - [c24]Jerzy Korczak, Marcin Hernes:
Deep Learning for Financial Time Series Forecasting in A-Trader System. FedCSIS 2017: 905-912 - [c23]Marcin Hernes, Andrzej Bytniewski:
Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Information System. ICCCI (1) 2017: 34-43 - [c22]Jerzy Korczak, Marcin Hernes, Maciej Bac:
Collective Intelligence Supporting Trading Decisions on FOREX Market. ICCCI (1) 2017: 113-122 - [c21]Marcin Hernes, Anna Chojnacka-Komorowska, Kamal Matouk:
External Environment Scanning Using Cognitive Agents. ICCCI (1) 2017: 342-350 - 2016
- [j4]Marcin Hernes, Jadwiga Sobieska-Karpinska:
Application of the consensus method in a multiagent financial decision support system. Inf. Syst. E Bus. Manag. 14(1): 167-185 (2016) - [j3]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: 205-217 (2016) - [c20]Marcin Hernes:
Using Cognitive Agents for Unstructured Knowledge Management in a Business Organization's Integrated Information System. ACIIDS (1) 2016: 344-353 - [c19]Marcin Hernes, Andrzej Bytniewski:
Integration of Collective Knowledge in Financial Decision Support System. ACIIDS (1) 2016: 470-479 - [c18]Jerzy Korczak, Marcin Hernes, Maciej Bac:
Fundamental analysis in the multi-agent trading system. FedCSIS 2016: 1169-1174 - [c17]Marcin Hernes, Jadwiga Sobieska-Karpinska:
Knowledge integration in multi-agent decision support system for financial e-services. FedCSIS 2016: 1283-1287 - [c16]Marcin Hernes:
Knowledge Integration Method for Supply Chain Management Module in a Cognitive Integrated Management Information System. ICCCI (1) 2016: 81-89 - 2015
- [j2]Marcin Hernes:
Performance Evaluation of the Customer Relationship Management Agent's in a Cognitive Integrated Management Support System. Trans. Comput. Collect. Intell. 18: 86-104 (2015) - [c15]Marcin Hernes:
Information extraction methods for text documents in a Cognitive Integrated Management Information System. CYBCONF 2015: 287-292 - [c14]Jerzy Korczak, Marcin Hernes, Maciej Bac:
Fuzzy Logic as Agents' Knowledge Representation in A-Trader System. ISM/AITM 2015: 109-124 - [c13]Anna Chojnacka-Komorowska, Marcin Hernes:
Knowledge representation in controlling sub-system. FedCSIS (Position Papers) 2015: 187-193 - [c12]Marcin Hernes:
The semantic method for agents' knowledge representation in the Cognitive Integrated Management Information System. FedCSIS (Position Papers) 2015: 195-202 - [c11]Jerzy Korczak, Marcin Hernes, Maciej Bac:
Fuzzy logic in the multi-agent financial decision support system. FedCSIS 2015: 1367-1376 - [c10]Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski:
The automatic summarization of text documents in the Cognitive Integrated Management Information System. FedCSIS 2015: 1387-1396 - [c9]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: 47-56 - [c8]Marcin Hernes:
Deriving Consensus for Term Frequency Matrix in a Cognitive Integrated Management Information System. ICCCI (1) 2015: 503-512 - [p1]Andrzej Bytniewski, Anna Chojnacka-Komorowska, Marcin Hernes, Kamal Matouk:
The Implementation of the Perceptual Memory of Cognitive Agents in Integrated Management Information System. New Trends in Intelligent Information and Database Systems 2015: 281-290 - 2014
- [c7]Marcin Hernes, Jadwiga Sobieska-Karpinska:
Identification of the knowledge conflicts' sources in the architecture of cognitive agents supporting decisions-making process. FedCSIS 2014: 1157-1162 - [c6]Jerzy Korczak, Marcin Hernes, Maciej Bac:
Performance evaluation of decision-making agents' in the multi-agent system. FedCSIS 2014: 1171-1180 - [c5]Marcin Hernes:
A Cognitive Integrated Management Support System for Enterprises. ICCCI 2014: 252-261 - 2013
- [c4]Jerzy Korczak, Marcin Hernes, Maciej Bac:
Risk avoiding strategy in multi-agent trading system. FedCSIS 2013: 1119-1126 - [c3]Jadwiga Sobieska-Karpinska, Marcin Hernes:
The postulates of consensus determining in financial decision support systems. FedCSIS 2013: 1153-1156 - [c2]Marcin Hernes, Kamal Matouk:
Knowledge conflicts in Business Intelligence systems. FedCSIS 2013: 1241-1246 - 2012
- [c1]Jadwiga Sobieska-Karpinska, Marcin Hernes:
Consensus determining algorithm in multiagent decision support system with taking into consideration improving agent's knowledge. FedCSIS 2012: 1035-1040
2000 – 2009
- 2007
- [j1]Marcin Hernes, Ngoc Thanh Nguyen:
Deriving Consensus for Hierarchical Incomplete Ordered Partitions and Coverings. J. Univers. Comput. Sci. 13(2): 317-328 (2007)
Coauthor Index
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