Jan Platos
Orcid: 0000-0002-8481-0136Affiliations:
- VSB-Technical University of Ostrava, Czech Republic
According to our database1,
Jan Platos
authored at least 202 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on scopus.com
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on orcid.org
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on dl.acm.org
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Bibliography
2024
A quantum inspired differential evolution algorithm for automatic clustering of real life datasets.
Multim. Tools Appl., January, 2024
Data-driven multi-step energy consumption forecasting with complex seasonality patterns and exogenous variables: Model accuracy assessment in change point neighborhoods.
Appl. Soft Comput., January, 2024
2023
Automatic clustering of colour images using quantum inspired meta-heuristic algorithms.
Appl. Intell., May, 2023
IEEE Trans. Intell. Transp. Syst., March, 2023
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism.
CoRR, 2023
Deep Reinforcement Learning Tf-Agent-Based Object Tracking With Virtual Autonomous Drone in a Game Engine.
IEEE Access, 2023
Ensuring Privacy and Security of IoT Networks Utilizing Blockchain and Federated Learning.
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023
A Continual Learning System with Self Domain Shift Adaptation for Fake News Detection.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the Complex Networks & Their Applications XII, 2023
2022
Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS).
World Wide Web, 2022
Expert Syst. Appl., 2022
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022
2021
Quantum inspired meta-heuristic approaches for automatic clustering of colour images.
Int. J. Intell. Syst., 2021
Distributed Receding Horizon Control of Autonomous Convoy with Self-Interested Vehicles.
CoRR, 2021
High-dimensional data classification model based on random projection and Bagging-support vector machine.
Concurr. Comput. Pract. Exp., 2021
Population data mobility retrieval at territory of Czechia in pandemic COVID-19 period.
Concurr. Comput. Pract. Exp., 2021
A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting.
Proceedings of the MLMI 2021: The 4th International Conference on Machine Learning and Machine Intelligence, Hangzhou, China, September 17, 2021
2020
High-Dimensional Text Clustering by Dimensionality Reduction and Improved Density Peak.
Wirel. Commun. Mob. Comput., 2020
Lightweight Spectral-Spatial Squeeze-and- Excitation Residual Bag-of-Features Learning for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Differential evolution for the optimization of low-discrepancy generalized Halton sequences.
Swarm Evol. Comput., 2020
Concurr. Comput. Pract. Exp., 2020
Novel quantum inspired approaches for automatic clustering of gray level images using Particle Swarm Optimization, Spider Monkey Optimization and Ageist Spider Monkey Optimization algorithms.
Appl. Soft Comput., 2020
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers - A study to show how popularity is affecting accuracy in social media.
Appl. Soft Comput., 2020
Chest X-ray enhancement to interpret pneumonia malformation based on fuzzy soft set and Dempster-Shafer theory of evidence.
Appl. Soft Comput., 2020
Colonoscopy contrast-enhanced by intuitionistic fuzzy soft sets for polyp cancer localization.
Appl. Soft Comput., 2020
Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020
Proceedings of the Advances in Intelligent Networking and Collaborative Systems - The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020), Victoria, BC, Canada, 31 August, 2020
Proceedings of the Advances in Intelligent Networking and Collaborative Systems - The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020), Victoria, BC, Canada, 31 August, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Enhancement of dronogram aid to visual interpretation of target objects via intuitionistic fuzzy hesitant sets.
Inf. Sci., 2019
Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2019
Proceedings of the Genetic and Evolutionary Computing, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019
2018
Concurr. Comput. Pract. Exp., 2018
Ann. Oper. Res., 2018
Proceedings of the 2018 Data Compression Conference, 2018
2017
Entropy, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2017
Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2017
Simultaneous Prediction of Wind Speed and Direction by Evolutionary Fuzzy Rule Forest.
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the Fourth Euro-China Conference on Intelligent Data Analysis and Applications, 2017
Parallel Itemset Mining Algorithms - an Overview.
Proceedings of the Dateso 2017 Annual International Workshop on DAtabases, 2017
2016
Limitations on Low Variance k-Fold Cross Validation in Learning Set of Rules Inducers.
Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016
Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Log. J. IGPL, 2015
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015
Proceedings of the 2015 Data Compression Conference, 2015
Proceedings of the Dateso 2015 Annual International Workshop on DAtabases, 2015
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
Semantic and Similarity Measure Methods for Plagiarism Detection of Students' Assignments.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015
2014
Nature-Inspired Meta-Heuristics on Modern GPUs: State of the Art and Brief Survey of Selected Algorithms.
Int. J. Parallel Program., 2014
Concurr. Comput. Pract. Exp., 2014
Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014
Proceedings of the Artificial Intelligence and Soft Computing, 2014
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014
An Improved Prediction Approach for Progression of Ocular Hypertension to Primary Open Angle Glaucoma.
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Intelligent Data analysis and its Applications, Volume I, 2014
Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014
Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014
Proceedings of the Data Compression Conference, 2014
Proceedings of the Dateso 2014 Annual International Workshop on DAtabases, 2014
Proceedings of the Dateso 2014 Annual International Workshop on DAtabases, 2014
Proceedings of the Eighth International Conference on Complex, 2014
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Utilizing Text Similarity Measurement for Data Compression to Detect Plagiarism in Czech.
Proceedings of the Afro-European Conference for Industrial Advancement, 2014
2013
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013
Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression.
Comput. Math. Appl., 2013
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013
A brief survey of advances in Particle Swarm Optimization on Graphic Processing Units.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013
Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 2013
Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 2013
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013
Principal Component Analysis Neural Network Hybrid Classification Approach for Galaxies Images.
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, 2013
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, 2013
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Artificially evolved soft computing models for photovoltaic power plant output estimation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012
Practical results of artificial immune Systems for combinatorial optimization problems.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012
Independent Task Scheduling by Artificial Immune Systems, Differential Evolution, and Genetic Algorithms.
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Dateso 2012 Annual International Workshop on DAtabases, 2012
Proceedings of the Computer Information Systems and Industrial Management, 2012
An ACO inspired weighting approach for the spectral partitioning of co-authorship networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012
2011
Proceedings of the Intelligent Networking, Collaborative Systems and Applications, 2011
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 2011 Third International Conference on Intelligent Networking and Collaborative Systems (INCoS), Fukuoka, Japan, November 30, 2011
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011
Automatic Localization and Boundary Detection of Retina in Images Using Basic Image Processing Filters.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011
Proceedings of the Digital Information Processing and Communications, 2011
Proceedings of the Digital Information Processing and Communications, 2011
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting.
Proceedings of the Advances in Intelligent Web Mastering - 3, 2011
2010
Proceedings of the Emergent Web Intelligence: Advanced Information Retrieval, 2010
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010
Proceedings of the Networked Digital Technologies - Second International Conference, 2010
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Proceedings of the Computational Science and Its Applications, 2010
Search personalization in hyperlinked environments by relevance propagation and ant colony optimization.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
Proceedings of the Dateso 2010 Annual International Workshop on DAtabases, 2010
Proceedings of the Dateso 2010 Annual International Workshop on DAtabases, 2010
Proceedings of the Computational Intelligence in Security for Information Systems 2010, 2010
Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU.
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010
Scaling IDS construction based on Non-negative Matrix factorization using GPU computing.
Proceedings of the Sixth International Conference on Information Assurance and Security, 2010
Proceedings of the Sixth International Conference on Information Assurance and Security, 2010
Proceedings of the Sixth International Conference on Information Assurance and Security, 2010
2009
Proceedings of the Foundations of Computational Intelligence, 2009
Optimizing Information Retrieval Using Evolutionary Algorithms and Fuzzy Inference System.
Proceedings of the Foundations of Computational Intelligence, 2009
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009
Scheduling Independent Tasks on Heterogeneous Distributed Environments by Differential Evolution.
Proceedings of the 1st International Conference on Intelligent Networking and Collaborative Systems, 2009
On turbo code interleavers optimized by bit error rate evolution and free distance evolution.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009
Proceedings of the Computational Science, 2009
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009
Proceedings of the Fifth International Conference on Information Assurance and Security, 2009
2008
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
Optimizing Turbo Codes Free distance Computation Garello's method by Genetic Algorithms.
Proceedings of the 2008 International Conference on Genetic and Evolutionary Methods, 2008
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008
Proceedings of the Dateso 2008 Annual International Workshop on DAtabases, 2008
Genetic Algorithms Searching for Turbo Code Interleaver and Solving Linear Ordering Problem.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008
Matrix Factorization Approach for Feature Deduction and Design of Intrusion Detection Systems.
Proceedings of the Proccedings of the Fourth International Conference on Information Assurance and Security, 2008
2007
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Strategy Description for Mobile Embedded Control Systems Exploiting the Multi-agent Technology.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007