Marcin Hernes

79 papers B 12C 12Journal 16Unranked 36
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparison of Multi-Criteria Decision Analysis Methods Under Comprehensive Sensitivity Analysis.
IEEE Access
Jakub Wieckowski, Marcin Hernes, Wojciech Salabun
2025 J jnl
Heuristics for the Order-Picking Problem With Sequence-Dependent Constraints and a One-Directional Conveyor.
IEEE Access
Kateryna Czerniachowska, Marcin Hernes
2024 — conf
Forecasting Residential Real Estate Prices Using Deep Learning.
ACIIDS (Companion 2)
Mateusz Fracz, Marcin Hernes
2024 — conf
Forecasting Sales at Fuel Stations Using a Multilayer Perceptron.
ACIIDS (Companion 2)
Aleksander Karonski, Marcin Hernes, Ewa Walaszczyk, Artur Rot
2024 J jnl
Multi-agent platform to support trading decisions in the FOREX market.
Appl. Intell.
Marcin Hernes, Jerzy Korczak, Dariusz Król, Maciej Pondel, Jörg Becker
2024 — conf
One Hot Encoding and Hashing_Trick Transformation - Performance Comparision.
ACIT
Agata Kozina, Michal Nadolny, Marcin Hernes, Ewa Walaszczyk, Artur Rot
2024 — conf
Predicting Prosumption Survey Response using Machine Learning.
ACIT
Ewa Walaszczyk, Michal Nadolny, Agata Kozina, Marcin Hernes, Artur Rot
2024 B conf
Prediction of residential real estate price on primary market using machine learning.
KES
Marcin Hernes, Piotr Tutak, Mateusz Siewiera
2024 — conf
Prediction of the Delay Time of Public Transportation Using Machine Learning.
ICCCI (CCIS Volume 1)
Alicja Piaskowska, Marcin Hernes, Ewa Walaszczyk, Agata Kozina, Kateryna Czerniachowska
2024 B conf
Real estate valuation using machine learning.
KES
Marcin Hernes, Piotr Tutak, Michal Nadolny, Aleksandra Mazurek
2023 — conf
Analysis of Skin Lesions for Cancer Detection Using Convolutional Neural Networks.
ACIT
Katarzyna Korsak, Marcin Hernes, Ewa Walaszczyk, Artur Rot, Anna Grzeda
2023 B conf
Implementation of OPC UA Communication Traffic Control for Analog Values in an Automation Device with Embedded OPC UA Servers.
KES
Olav Sande, Marcin Fojcik, Marcin Hernes, Rafal Cupek, Marek Drewniak
2023 B conf
Investment strategies based on anomalies detected in the financial time series of cryptocurrencies.
KES
Jedrzej Rudkiewicz, Marcin Hernes
2022 J jnl
A conceptual framework of Intelligent Management Control System for Higher Education.
CoRR
Helena Dudycz, Marcin Hernes, Zdzislaw Kes, Eunika Mercier-Laurent, Bartlomiej Nita, Krzysztof Nowosielski, Piotr Oleksyk, Mieczyslaw L. Owoc, Rafal Palak, Maciej Pondel, Krystian Wojtkiewicz
2022 J jnl
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.
Kateryna Czerniachowska, Marcin Hernes, Krzysztof Lutoslawski
2022 — conf
Book Recommendation Using Collaborative Filtering Technology.
ACIT
Karolina Cwojdzinska, Marcin Hernes, Wieslawa Gryncewicz, Artur Rot, Pawel Golec
2022 B conf
Feature Selection for financial data - comparison.
KES
Karolina Mialkowska, Klaudia Kaczmarczyk, Marcin Hernes, Mykola Dyvak
2022 — conf
Generative Adversarial Networks for students' structure prediction. Preliminary research.
FedCSIS (Position Papers)
Agata Kozina, Zdzislaw Kes, Marcin Hernes, Pawel Golec, Krzysztof Nowosielski, Olena Sidor, Korlan Zhanat
2022 J jnl
Ontology of Mathematical Modeling Based on Interval Data.
Complex.
Mykola Dyvak, Andriy Melnyk, Artur Rot, Marcin Hernes, Andriy Pukas
2022 B conf
Towards sustainable health - detection of tumor changes in breast histopathological images using deep learning.
KES
Bartosz Lowicki, Marcin Hernes, Artur Rot
2021 J jnl
A Heuristic Approach to Shelf Space Allocation Decision Support Including Facings, Capping, and Nesting.
Symmetry
Kateryna Czerniachowska, Marcin Hernes
2021 — conf
Deep Learning for Customer Churn Prediction in E-Commerce Decision Support.
BIS
Maciej Pondel, Maciej Wuczynski, Wieslawa Gryncewicz, Lukasz Lysik, Marcin Hernes, Artur Rot, Agata Kozina
2021 B conf
Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks.
KES
Karolina Matenczuk, Agata Kozina, Aleksandra Markowska, Kateryna Czerniachowska, Klaudia Kaczmarczyk, Pawel Golec, Marcin Hernes, Krzysztof Lutoslawski, Adrianna Kozierkiewicz, Marcin Pietranik, Artur Rot, Mykola Dyvak
2021 J jnl
Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network.
IEEE Access
Krzysztof Lutoslawski, Marcin Hernes, Joanna Radomska, Monika Hajdas, Ewa Walaszczyk, Agata Kozina
2021 — conf
Hardware Components of the Monitoring System of Soil and Groundwater Contamination by Harmful Emissions From Vehicles.
ACIT
Mykola Dyvak, Artur Rot, Vasyl Tymchyshyn, Stepan Valchyshyn, Frank Otoo, Marcin Hernes
2021 B conf
Machine learning for liquidity prediction on Vietnamese stock market.
KES
Pham Quoc Khang, Klaudia Kaczmarczyk, Piotr Tutak, Pawel Golec, Katarzyna Kuziak, Radoslaw Depczynski, Marcin Hernes, Artur Rot
2021 — conf
Reduction of Information Asymmetry in the Used Car Market Using the Random Forest Method.
ACIT
Milosz Bies, Wieslawa Gryncewicz, Agata Kozina, Marcin Hernes, Artur Rot, Ryszard Zygala
2021 J jnl
Simulated Annealing Hyper-Heuristic for a Shelf Space Allocation on Symmetrical Planograms Problem.
Symmetry
Kateryna Czerniachowska, Marcin Hernes
2020 — conf
A Conceptual Framework of Intelligent Management Control System for Higher Education.
AI4KM@IJCAI
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 — conf
A Modular Diversity Based Reviewer Recommendation System.
ACIIDS (Companion)
Marcin Maleszka, Bernadetta Maleszka, Dariusz Król, Marcin Hernes, Denis Mayr Lima Martins, Leschek Homann, Gottfried Vossen
2020 — ed.
Advances in Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings
ICCCI (CCIS Volume)
Marcin Hernes, Krystian Wojtkiewicz, Edward Szczerbicki
2020 — conf
Data Quality Management in ERP Systems - Accounting Case.
ICCCI (CCIS Volume)
Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina
2020 B conf
Deep learning for grape variety recognition.
KES
Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz, Agata Kozina, Marcin Pietranik, Ingolf Römer, Martin Schieck
2020 B conf
Financial decisions support using the supervised learning method based on random forests.
KES
Klaudia Kaczmarczyk, Marcin Hernes
2020 — conf
Gesture Detection in Digital Image Processing based on the Use of Convolutional Neuronal Networks.
ACIT
Pawel Golec, Wieslawa Gryncewicz, Krzysztof Hauke, Marcin Hernes, Artur Rot
2020 B conf
Liquidity prediction on Vietnamese stock market using deep learning.
KES
Pham Quoc Khang, Marcin Hernes, Katarzyna Kuziak, Artur Rot, Wieslawa Gryncewicz
2020 — conf
The Functionalities of Cognitive Technology in Management Control System.
ACIIDS (2)
Andrzej Bytniewski, Kamal Matouk, Anna Chojnacka-Komorowska, Marcin Hernes, Adam Zawadzki, Agata Kozina
2019 — conf
An Application a Two-Level Determination Consensus Method in a Multi-agent Financial Decisions Support System.
ACIIDS (1)
Adrianna Kozierkiewicz, Marcin Hernes, Thanh Tung Nguyen
2019 J jnl
Consensus Theory for Cognitive Agents' Unstructured Knowledge Conflicts Resolving in Management Information Systems.
Trans. Comput. Collect. Intell.
Marcin Hernes
2019 — conf
Data Sources for Environmental Life Cycle Costing in Network Organizations.
ICCCI (2)
Michal Snierzynski, Marcin Hernes, Andrzej Bytniewski, Malgorzata Krzywonos, Jadwiga Sobieska-Karpinska
2019 J jnl
Definition of a Framework for Acquiring and Acquisition Subprocesses in a Collective Knowledge Processing in the Integrated Management Information System.
Vietnam. J. Comput. Sci.
Marcin Hernes, Ngoc Thanh Nguyen
2019 J jnl
Reduction of a Forrester effect in a supply chain management system.
J. Intell. Fuzzy Syst.
Marcin Hernes, Jadwiga Sobieska-Karpinska
2019 — conf
The Agents' Selection Methods for a Consensus-Based Investment Strategy in a Multi-agent Financial Decisions Support System.
ADBIS (Short Papers and Workshops)
Marcin Hernes, Adrianna Kozierkiewicz, Marcin Pietranik
2019 — conf
The Systems' Integration Conception for Transactional Costs Reduction in Polish Financial Companies.
ACIIDS (Extended Posters)
Ewelina Wróbel, Marcin Hernes
2019 — ed.
Transactions on Computational Collective Intelligence XXXII
Ngoc Thanh Nguyen, Ryszard Kowalczyk, Marcin Hernes
2018 — conf
A New Distance Function for Consensus Determination in Decision Support Systems.
ICCCI (2)
Marcin Hernes, Jadwiga Sobieska-Karpinska, Adrianna Kozierkiewicz, Marcin Pietranik
2018 — conf
Agents' Knowledge Conflicts' Resolving in Cognitive Integrated Management Information System - Case of Budgeting Module.
ICCCI (1)
Marcin Hernes, Anna Chojnacka-Komorowska, Adrianna Kozierkiewicz, Marcin Pietranik
2018 — conf
Knowledge Representation of Cognitive Agents Processing the Economy Events.
ACIIDS (1)
Marcin Hernes, Andrzej Bytniewski
2018 C conf
Performance evaluation of trading strategies in multi-agent systems - Case of A-Trader.
FedCSIS
Marcin Hernes, Jerzy Korczak
2017 — conf
Collective Intelligence Supporting Trading Decisions on FOREX Market.
ICCCI (1)
Jerzy Korczak, Marcin Hernes, Maciej Bac
2017 C conf
Deep Learning for Financial Time Series Forecasting in A-Trader System.
FedCSIS
Jerzy Korczak, Marcin Hernes
2017 — conf
External Environment Scanning Using Cognitive Agents.
ICCCI (1)
Marcin Hernes, Anna Chojnacka-Komorowska, Kamal Matouk
2017 — conf
Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Information System.
ICCCI (1)
Marcin Hernes, Andrzej Bytniewski
2017 — conf
Towards Big Management.
ACIIDS (Extended Posters)
Marcin Hernes, Andrzej Bytniewski
2016 J jnl
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.
Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski
2016 J jnl
Application of the consensus method in a multiagent financial decision support system.
Inf. Syst. E Bus. Manag.
Marcin Hernes, Jadwiga Sobieska-Karpinska
2016 C conf
Fundamental analysis in the multi-agent trading system.
FedCSIS
Jerzy Korczak, Marcin Hernes, Maciej Bac
2016 — conf
Integration of Collective Knowledge in Financial Decision Support System.
ACIIDS (1)
Marcin Hernes, Andrzej Bytniewski
2016 — conf
Knowledge Integration Method for Supply Chain Management Module in a Cognitive Integrated Management Information System.
ICCCI (1)
Marcin Hernes
2016 C conf
Knowledge integration in multi-agent decision support system for financial e-services.
FedCSIS
Marcin Hernes, Jadwiga Sobieska-Karpinska
2016 — conf
Using Cognitive Agents for Unstructured Knowledge Management in a Business Organization's Integrated Information System.
ACIIDS (1)
Marcin Hernes
2015 — conf
A Model of a Multiagent Early Warning System for Crisis Situations in Economy.
ICCCI (1)
Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski
2015 — conf
Deriving Consensus for Term Frequency Matrix in a Cognitive Integrated Management Information System.
ICCCI (1)
Marcin Hernes
2015 — conf
Fuzzy Logic as Agents' Knowledge Representation in A-Trader System.
ISM/AITM
Jerzy Korczak, Marcin Hernes, Maciej Bac
2015 C conf
Fuzzy logic in the multi-agent financial decision support system.
FedCSIS
Jerzy Korczak, Marcin Hernes, Maciej Bac
2015 — conf
Information extraction methods for text documents in a Cognitive Integrated Management Information System.
CYBCONF
Marcin Hernes
2015 — conf
Knowledge representation in controlling sub-system.
FedCSIS (Position Papers)
Anna Chojnacka-Komorowska, Marcin Hernes
2015 J jnl
Performance Evaluation of the Customer Relationship Management Agent's in a Cognitive Integrated Management Support System.
Trans. Comput. Collect. Intell.
Marcin Hernes
2015 — ch.
The Implementation of the Perceptual Memory of Cognitive Agents in Integrated Management Information System.
New Trends in Intelligent Information and Database Systems
Andrzej Bytniewski, Anna Chojnacka-Komorowska, Marcin Hernes, Kamal Matouk
2015 C conf
The automatic summarization of text documents in the Cognitive Integrated Management Information System.
FedCSIS
Marcin Hernes, Marcin Maleszka, Ngoc Thanh Nguyen, Andrzej Bytniewski
2015 — conf
The semantic method for agents' knowledge representation in the Cognitive Integrated Management Information System.
FedCSIS (Position Papers)
Marcin Hernes
2014 B conf
A Cognitive Integrated Management Support System for Enterprises.
ICCCI
Marcin Hernes
2014 C conf
Identification of the knowledge conflicts' sources in the architecture of cognitive agents supporting decisions-making process.
FedCSIS
Marcin Hernes, Jadwiga Sobieska-Karpinska
2014 C conf
Performance evaluation of decision-making agents' in the multi-agent system.
FedCSIS
Jerzy Korczak, Marcin Hernes, Maciej Bac
2013 C conf
Knowledge conflicts in Business Intelligence systems.
FedCSIS
Marcin Hernes, Kamal Matouk
2013 C conf
Risk avoiding strategy in multi-agent trading system.
FedCSIS
Jerzy Korczak, Marcin Hernes, Maciej Bac
2013 C conf
The postulates of consensus determining in financial decision support systems.
FedCSIS
Jadwiga Sobieska-Karpinska, Marcin Hernes
2012 C conf
Consensus determining algorithm in multiagent decision support system with taking into consideration improving agent's knowledge.
FedCSIS
Jadwiga Sobieska-Karpinska, Marcin Hernes
2007 J jnl
Deriving Consensus for Hierarchical Incomplete Ordered Partitions and Coverings.
J. Univers. Comput. Sci.
Marcin Hernes, Ngoc Thanh Nguyen