Marcin Hernes

Orcid: 0000-0002-3832-8154

According to our database1, Marcin Hernes authored at least 66 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Implementation of OPC UA Communication Traffic Control for Analog Values in an Automation Device with Embedded OPC UA Servers.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Investment strategies based on anomalies detected in the financial time series of cryptocurrencies.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Analysis of Skin Lesions for Cancer Detection Using Convolutional Neural Networks.
Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022
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., 2022

Ontology of Mathematical Modeling Based on Interval Data.
Complex., 2022

Feature Selection for financial data - comparison.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Towards sustainable health - detection of tumor changes in breast histopathological images using deep learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Generative Adversarial Networks for students' structure prediction. Preliminary research.
Proceedings of the Position Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

Book Recommendation Using Collaborative Filtering Technology.
Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021
Simulated Annealing Hyper-Heuristic for a Shelf Space Allocation on Symmetrical Planograms Problem.
Symmetry, 2021

A Heuristic Approach to Shelf Space Allocation Decision Support Including Facings, Capping, and Nesting.
Symmetry, 2021

Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network.
IEEE Access, 2021

Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Machine learning for liquidity prediction on Vietnamese stock market.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Deep Learning for Customer Churn Prediction in E-Commerce Decision Support.
Proceedings of the 24th International Conference on Business Information Systems, 2021

Hardware Components of the Monitoring System of Soil and Groundwater Contamination by Harmful Emissions From Vehicles.
Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

Reduction of Information Asymmetry in the Used Car Market Using the Random Forest Method.
Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020
Liquidity prediction on Vietnamese stock market using deep learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Financial decisions support using the supervised learning method based on random forests.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Deep learning for grape variety recognition.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

A Conceptual Framework of Intelligent Management Control System for Higher Education.
Proceedings of the Artificial Intelligence for Knowledge Management, 2020

Data Quality Management in ERP Systems - Accounting Case.
Proceedings of the Advances in Computational Collective Intelligence, 2020

Gesture Detection in Digital Image Processing based on the Use of Convolutional Neuronal Networks.
Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

A Modular Diversity Based Reviewer Recommendation System.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

The Functionalities of Cognitive Technology in Management Control System.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Definition of a Framework for Acquiring and Acquisition Subprocesses in a Collective Knowledge Processing in the Integrated Management Information System.
Vietnam. J. Comput. Sci., 2019

Consensus Theory for Cognitive Agents' Unstructured Knowledge Conflicts Resolving in Management Information Systems.
Trans. Comput. Collect. Intell., 2019

Reduction of a Forrester effect in a supply chain management system.
J. Intell. Fuzzy Syst., 2019

Data Sources for Environmental Life Cycle Costing in Network Organizations.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

The Agents' Selection Methods for a Consensus-Based Investment Strategy in a Multi-agent Financial Decisions Support System.
Proceedings of the New Trends in Databases and Information Systems, 2019

The Systems' Integration Conception for Transactional Costs Reduction in Polish Financial Companies.
Proceedings of the Intelligent Information and Database Systems: Recent Developments, 2019

An Application a Two-Level Determination Consensus Method in a Multi-agent Financial Decisions Support System.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018
A New Distance Function for Consensus Determination in Decision Support Systems.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Agents' Knowledge Conflicts' Resolving in Cognitive Integrated Management Information System - Case of Budgeting Module.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Performance evaluation of trading strategies in multi-agent systems - Case of A-Trader.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Knowledge Representation of Cognitive Agents Processing the Economy Events.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017
Collective Intelligence Supporting Trading Decisions on FOREX Market.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

External Environment Scanning Using Cognitive Agents.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Information System.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Deep Learning for Financial Time Series Forecasting in A-Trader System.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Towards Big Management.
Proceedings of the Advanced Topics in Intelligent Information and Database Systems,, 2017

2016
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., 2016

Application of the consensus method in a multiagent financial decision support system.
Inf. Syst. E Bus. Manag., 2016

Knowledge Integration Method for Supply Chain Management Module in a Cognitive Integrated Management Information System.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

Fundamental analysis in the multi-agent trading system.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Knowledge integration in multi-agent decision support system for financial e-services.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Integration of Collective Knowledge in Financial Decision Support System.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

Using Cognitive Agents for Unstructured Knowledge Management in a Business Organization's Integrated Information System.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
The Implementation of the Perceptual Memory of Cognitive Agents in Integrated Management Information System.
Proceedings of the New Trends in Intelligent Information and Database Systems, 2015

Performance Evaluation of the Customer Relationship Management Agent's in a Cognitive Integrated Management Support System.
Trans. Comput. Collect. Intell., 2015

A Model of a Multiagent Early Warning System for Crisis Situations in Economy.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Deriving Consensus for Term Frequency Matrix in a Cognitive Integrated Management Information System.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Fuzzy Logic as Agents' Knowledge Representation in A-Trader System.
Proceedings of the Information Technology for Management, 2015

Fuzzy logic in the multi-agent financial decision support system.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

The automatic summarization of text documents in the Cognitive Integrated Management Information System.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

The semantic method for agents' knowledge representation in the Cognitive Integrated Management Information System.
Proceedings of the Position Papers of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Knowledge representation in controlling sub-system.
Proceedings of the Position Papers of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Information extraction methods for text documents in a Cognitive Integrated Management Information System.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
A Cognitive Integrated Management Support System for Enterprises.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Performance evaluation of decision-making agents' in the multi-agent system.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Identification of the knowledge conflicts' sources in the architecture of cognitive agents supporting decisions-making process.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013
The postulates of consensus determining in financial decision support systems.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Risk avoiding strategy in multi-agent trading system.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Knowledge conflicts in Business Intelligence systems.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012
Consensus determining algorithm in multiagent decision support system with taking into consideration improving agent's knowledge.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2007
Deriving Consensus for Hierarchical Incomplete Ordered Partitions and Coverings.
J. Univers. Comput. Sci., 2007


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