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ORCIDJan Platos
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- affiliation: VSB-Technical University of Ostrava, Czech Republic
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2020 – today
- 2024
[j35]Radek Svoboda
, Vojtech Kotik, Jan Platos:
Data-driven multi-step energy consumption forecasting with complex seasonality patterns and exogenous variables: Model accuracy assessment in change point neighborhoods. Appl. Soft Comput. 150: 111099 (2024)- [j34]Yujia Sun, Jan Platos:
Abstractive text summarization model combining a hierarchical attention mechanism and multiobjective reinforcement learning. Expert Syst. Appl. 248: 123356 (2024) - [j33]Pavla Drázdilová, Petr Prokop, Jan Platos, Václav Snásel:
A hierarchical overlapping community detection method based on closed trail distance and maximal cliques. Inf. Sci. 662: 120271 (2024) - [j32]Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak:
A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism. Knowl. Based Syst. 304: 112482 (2024) - [j31]Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel:
A quantum inspired differential evolution algorithm for automatic clustering of real life datasets. Multim. Tools Appl. 83(3): 8469-8498 (2024) - [c161]Tulika Dutta, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi, Jan Platos, Václav Snásel:
Automatic Hyperspectral Image Clustering Using Qutrit Differential Evolution. ICSI 2024: 280-294 - 2023
- [j30]Khurshedjon Farkhodov, Suk-Hwan Lee, Jan Platos, Ki-Ryong Kwon:
Deep Reinforcement Learning Tf-Agent-Based Object Tracking With Virtual Autonomous Drone in a Game Engine. IEEE Access 11: 124129-124138 (2023) - [j29]Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel:
Automatic clustering of colour images using quantum inspired meta-heuristic algorithms. Appl. Intell. 53(9): 9823-9845 (2023) - [j28]Hossein Barghi Jond, Jan Platos:
Differential Game-Based Optimal Control of Autonomous Vehicle Convoy. IEEE Trans. Intell. Transp. Syst. 24(3): 2903-2919 (2023) - [c160]Petr Prokop, Pavla Drázdilová, Jan Platos:
Hierarchical Overlapping Community Detection for Weighted Networks. COMPLEX NETWORKS (2) 2023: 159-171 - [c159]Sebastián Basterrech, Andrzej Kasprzak, Jan Platos, Michal Wozniak:
A Continual Learning System with Self Domain Shift Adaptation for Fake News Detection. DSAA 2023: 1-10 - [c158]Md. Mamunur Rashid, Piljoo Choi, Suk-Hwan Lee, Jan Platos, Young Huh, Ki-Ryong Kwon:
Ensuring Privacy and Security of IoT Networks Utilizing Blockchain and Federated Learning. FiCloud 2023: 298-305 - [c157]Ngoc Phien Nguyen, Tuan Anh Duong, Jan Platos:
Strategies of Multi-Step-ahead Forecasting for Chaotic Time Series using Autoencoder and LSTM Neural Networks: A Comparative Study. IPMV 2023: 55-61 - [i8]Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak:
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism. CoRR abs/2309.03720 (2023) - 2022
- [j27]Vojtech Uher, Pavla Drázdilová, Jan Platos, Petr Badura:
Automation of cleaning and ensembles for outliers detection in questionnaire data. Expert Syst. Appl. 206: 117809 (2022) - [j26]Apostolos N. Papadopoulos, Richard Chbeir, Jan Platos, Václav Snásel:
Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS). World Wide Web 25(6): 2297-2301 (2022) - [c156]Sebastián Basterrech, Jan Platos, Gerardo Rubino, Michal Wozniak:
Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection. ISDA (3) 2022: 190-199 - 2021
- [j25]Yujia Sun, Jan Platos:
High-dimensional data classification model based on random projection and Bagging-support vector machine. Concurr. Comput. Pract. Exp. 33(9) (2021) - [j24]Jan Platos, Pavel Krömer, Miroslav Voznák, Václav Snásel:
Population data mobility retrieval at territory of Czechia in pandemic COVID-19 period. Concurr. Comput. Pract. Exp. 33(23) (2021) - [j23]Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel:
Quantum inspired meta-heuristic approaches for automatic clustering of colour images. Int. J. Intell. Syst. 36(9): 4852-4901 (2021) - [c155]Nguyen Ngoc Phien, Duong Tuan Anh, Jan Platos:
A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting. MLMI 2021: 157-163 - [i7]Michal Bravansky, Jan Platos:
Měj Přehled / Be informed. CoRR abs/2101.04614 (2021) - [i6]Hossein Barghi Jond, Jan Platos:
Distributed Receding Horizon Control of Autonomous Convoy with Self-Interested Vehicles. CoRR abs/2101.08858 (2021) - 2020
- [j22]Petr Prokop, Václav Snásel, Pavla Drázdilová, Jan Platos:
Clustering and Closure Coefficient Based on k-CT Components. IEEE Access 8: 101145-101152 (2020) - [j21]Tulika Dutta, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos:
Border Collie Optimization. IEEE Access 8: 109177-109197 (2020) - [j20]Biswajit Biswas, Swarup Kr Ghosh, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Amlan Chakrabarti:
Chest X-ray enhancement to interpret pneumonia malformation based on fuzzy soft set and Dempster-Shafer theory of evidence. Appl. Soft Comput. 86 (2020) - [j19]Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel:
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. 88: 106040 (2020) - [j18]Biswajit Biswas, Siddhartha Bhattacharyya, Amlan Chakrabarti, Kashi Nath Dey, Jan Platos, Václav Snásel:
Colonoscopy contrast-enhanced by intuitionistic fuzzy soft sets for polyp cancer localization. Appl. Soft Comput. 95: 106492 (2020) - [j17]Koyel Chakraborty, Surbhi Bhatia, Siddhartha Bhattacharyya, Jan Platos, Rajib Bag, Aboul Ella Hassanien:
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. 97(Part): 106754 (2020) - [j16]Václav Snásel, Pavel Krömer, Jakub Safarik, Jan Platos:
JPEG steganography with particle swarm optimization accelerated by AVX. Concurr. Comput. Pract. Exp. 32(8) (2020) - [j15]Pavel Krömer, Jan Platos, Václav Snásel:
Differential evolution for the optimization of low-discrepancy generalized Halton sequences. Swarm Evol. Comput. 54: 100649 (2020) - [j14]Swalpa Kumar Roy, Subhrasankar Chatterjee, Siddhartha Bhattacharyya, Bidyut B. Chaudhuri, Jan Platos:
Lightweight Spectral-Spatial Squeeze-and- Excitation Residual Bag-of-Features Learning for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5277-5290 (2020) - [j13]Yujia Sun, Jan Platos:
High-Dimensional Text Clustering by Dimensionality Reduction and Improved Density Peak. Wirel. Commun. Mob. Comput. 2020: 8881112:1-8881112:16 (2020) - [c154]Pavel Krömer, Jan Platos, Václav Snásel:
Self-organizing Migrating Algorithm for the Single Row Facility Layout Problem. CEC 2020: 1-8 - [c153]Pavel Krömer, Jan Platos, Václav Snásel:
Solving the single row facility layout problem by differential evolution. GECCO 2020: 210-218 - [c152]Yujia Sun, Jan Platos:
High-Dimensional Data Clustering Algorithm Based on Stacked-Random Projection. INCoS 2020: 391-401 - [c151]Jana Nowaková, Pavel Krömer, Jan Platos, Václav Snásel:
Preprocessing COVID-19 Radiographic Images by Evolutionary Column Subset Selection. INCoS 2020: 425-436 - [c150]Vahid Ashkani Chenarlogh, Hossein Barghi Jond, Jan Platos:
A Robust Deep Model for Human Action Recognition in Restricted Video Sequences. TSP 2020: 541-544
2010 – 2019
- 2019
- [j12]Biswajit Biswas, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel:
Enhancement of dronogram aid to visual interpretation of target objects via intuitionistic fuzzy hesitant sets. Inf. Sci. 500: 67-86 (2019) - [c149]Rik Das, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Aboul Ella Hassanien:
Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification. AMLTA 2019: 712-721 - [c148]Pavel Krömer, Jan Janousek, Jan Platos:
Random Key Self-Organizing Migrating Algorithm for Permutation Problems. CEC 2019: 2878-2885 - [c147]Yujia Sun, Jan Platos:
Text Classification Based on Topic Modeling and Chi-square. ICGEC 2019: 513-520 - [c146]Yujia Sun, Jan Platos:
CAPTCHA Recognition Based on Kohonen Maps. INCoS 2019: 296-305 - [c145]Pavel Krömer, Jan Platos, Václav Snásel:
Optimization of Generalized Halton Sequences by Differential Evolution. LION 2019: 370-382 - 2018
- [j11]Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel:
Optimal column subset selection for image classification by genetic algorithms. Ann. Oper. Res. 265(2): 205-222 (2018) - [j10]Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel:
An acceleration of quasigroup operations by residue arithmetic. Concurr. Comput. Pract. Exp. 30(2) (2018) - [c144]Michal Vasinek, Jan Platos:
LZ77 Like Lossy Transformation of Quality Scores. DCC 2018: 429 - 2017
- [j9]Michal Vasinek, Jan Platos:
Prediction and Evaluation of Zero Order Entropy Changes in Grammar-Based Codes. Entropy 19(5): 223 (2017) - [c143]Adam Kaspar, Vojtech Kotik, Jan Platos:
Parallel Itemset Mining Algorithms - an Overview. DATESO 2017: 21-30 - [c142]Pavel Krömer, Jan Platos:
Evaluation of Traveling Salesman Problem Instance Hardness by Clustering. ECC 2017: 379-387 - [c141]Pavel Krömer, Jan Platos:
Simultaneous Prediction of Wind Speed and Direction by Evolutionary Fuzzy Rule Forest. ICCS 2017: 295-304 - [c140]Jan Platos, Jana Nowaková, Pavel Krömer, Václav Snásel:
Space-Filling Curves based on Residue Number System. INCoS 2017: 53-61 - [c139]Pavel Krömer, Jan Platos, Václav Snásel:
Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution. INCoS 2017: 336-348 - [c138]Zakaria Saoud, Jan Platos:
Community Detection in Bibsonomy Using Data Clustering. ISAT (1) 2017: 149-158 - [c137]Martin Hasal, Jana Nowaková, Jan Platos:
Three-dimensional graph drawing by Kamada-Kawai method with Barzilai-Borwein method. SSCI 2017: 1-7 - [c136]Pavel Krömer, Jan Platos, Milos Kudelka:
Network measures and evaluation of traveling salesman instance hardness. SSCI 2017: 1-7 - [c135]Jana Nowaková, Jan Platos, Martin Hasal:
System identification acceleration and improvement with genetic programming usage. SSCI 2017: 1-7 - [i5]Michal Vasinek, Jan Platos:
Higher Order Context Transformations. CoRR abs/1701.01326 (2017) - 2016
- [c134]Pavel Krömer, Jan Platos:
Genetic algorithm for entropy-based feature subset selection. CEC 2016: 4486-4493 - [c133]Pavel Krömer, Jan Platos:
Evolutionary Feature Subset Selection with Compression-based Entropy Estimation. GECCO 2016: 933-940 - [c132]Michal Vasinek, Jan Platos, Václav Snásel:
Limitations on Low Variance k-Fold Cross Validation in Learning Set of Rules Inducers. INCoS 2016: 207-214 - [c131]Milos Kudelka, Jan Platos, Pavel Krömer:
Author Evaluation Based on H-Index and Citation Response. INCoS 2016: 375-379 - 2015
- [j8]Aboul Ella Hassanien, Mostafa A. Salama, Jan Platos, Václav Snásel:
Rough local transfer function for cardiac disorders detection using heart sounds. Log. J. IGPL 23(3): 506-520 (2015) - [c130]Hussein Soori, Michal Prilepok, Jan Platos, Václav Snásel:
Semantic and Similarity Measure Methods for Plagiarism Detection of Students' Assignments. AECIA 2015: 117-125 - [c129]Pavel Krömer, Jan Platos:
A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem. CORES 2015: 223-232 - [c128]Michal Vasinek, Jan Platos:
Experiments on Data Classification Using Relative Entropy. CORES 2015: 233-242 - [c127]Tomás Jezowicz, Petr Bucek, Jan Platos, Václav Snásel:
Evolutionary Algorithms for Fast Parallel Classification. CORES 2015: 659-670 - [c126]Pavel Krömer, Jan Platos, Václav Snásel:
Traditional and self-adaptive differential evolution for the p-median problem. CYBCONF 2015: 299-304 - [c125]Michal Vasinek, Jan Platos:
Parallel Approach to Context Transformations. DATESO 2015: 40-51 - [c124]Michal Vasinek, Jan Platos:
Generalized Context Transformations - Enhanced Entropy Reduction. DCC 2015: 474 - [c123]Jan Platos, Pavel Krömer, Václav Snásel:
Efficient Area Association Using Space Filling Curves. INCoS 2015: 322-326 - [c122]Lukás Pospísil, Martin Hasal, Jana Nowaková, Jan Platos:
Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method. INCoS 2015: 327-333 - [i4]Milos Kudelka, Jan Platos, Pavel Krömer:
Author Evaluation Based on H-index and Citation Response. CoRR abs/1511.05709 (2015) - 2014
- [j7]Pavel Krömer, Jan Platos, Václav Snásel:
Data Parallel density-based genetic clustering on CUDA Architecture. Concurr. Comput. Pract. Exp. 26(5): 1097-1112 (2014) - [j6]Pavel Krömer, Jan Platos, Václav Snásel:
Nature-Inspired Meta-Heuristics on Modern GPUs: State of the Art and Brief Survey of Selected Algorithms. Int. J. Parallel Program. 42(5): 681-709 (2014) - [c121]Hussein Soori, Michal Prilepok, Jan Platos, Václav Snásel:
Utilizing Text Similarity Measurement for Data Compression to Detect Plagiarism in Czech. AECIA 2014: 163-172 - [c120]Sarka Zehnalova, Milos Kudelka, Jan Platos, Zdenek Horak:
Local representatives in weighted networks. ASONAM 2014: 870-875 - [c119]Pavel Krömer, Jan Platos, Václav Snásel:
Genetic Algorithm for the Column Subset Selection Problem. CISIS 2014: 16-22 - [c118]Daniel Robenek, Jan Platos, Václav Snásel:
Ternary Tree Optimalization for n-gram Indexing. DATESO 2014: 47-58 - [c117]Michal Prilepok, Jan Platos, Václav Snásel:
EEG signals similarity based on compression. DATESO 2014: 59-70 - [c116]Michal Vasinek, Jan Platos:
Entropy Reduction Using Context Transformations. DCC 2014: 431 - [c115]Pavel Krömer, Jan Platos:
New Genetic Algorithm for the p-Median Problem. ECC (2) 2014: 35-44 - [c114]Sarka Zehnalova, Milos Kudelka, Jan Platos:
Deterministic Data Sampling Based on Neighborhood Analysis. ECC (1) 2014: 47-56 - [c113]Konrad Jackowski, Jan Platos, Michal Prilepok:
Evolutionary Weighted Ensemble for EEG Signal Recognition. ECC (2) 2014: 201-210 - [c112]Pavel Krömer, Jan Platos:
Genetic algorithm for sampling from scale-free data and networks. GECCO 2014: 793-800 - [c111]Karel Mozdren, Tomas Burianek, Jan Platos, Václav Snásel:
Evolutionary Techniques for Image Segmentation. IBICA 2014: 291-300 - [c110]Mohamed Abd Elfattah, M. I. Waly, Mohamed Abu ElSoud, Aboul Ella Hassanien, Mohamed F. Tolba, Jan Platos, Gerald Schaefer:
An Improved Prediction Approach for Progression of Ocular Hypertension to Primary Open Angle Glaucoma. IBICA 2014: 405-412 - [c109]Petr Berek, Michal Prilepok, Jan Platos, Václav Snásel:
Classification of EEG Signals Using Vector Quantization. ICAISC (2) 2014: 107-118 - [c108]Jana Nowaková, Jan Platos, Václav Snásel:
Automatic Power System Identification Using Genetic Algorithms. INCoS 2014: 133-137 - [c107]Milos Kudelka, Sarka Zehnalova, Jan Platos:
Representativeness in Unweighted Networks Based on Local Dependency. INCoS 2014: 509-514 - [c106]Sarka Zehnalova, Milos Kudelka, Jan Platos:
Local representativeness in vector data. SMC 2014: 894-899 - [c105]Pavel Krömer, Jan Platos:
Solving the p-median problem by a simple differential evolution. SMC 2014: 3503-3507 - [c104]Jan Janousek, Jan Platos, Václav Snásel:
Clustering using artificial bee colony on CUDA. SMC 2014: 3803-3807 - [c103]Konrad Jackowski, Jan Platos:
Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension. SOCO-CISIS-ICEUTE 2014: 207-216 - [i3]Milos Kudelka, Sarka Zehnalova, Jan Platos:
Network Sampling Based on NN Representatives. CoRR abs/1402.1661 (2014) - 2013
- [j5]Michal Prilepok, Petr Berek, Jan Platos, Václav Snásel:
Spam Detection using Data Compression and Signatures. Cybern. Syst. 44(6-7): 533-549 (2013) - [j4]Pavel Krömer, Suhail S. J. Owais, Jan Platos, Václav Snásel:
Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression. Comput. Math. Appl. 66(2): 190-200 (2013) - [c102]Pavel Krömer, Jan Platos, Václav Snásel:
Parallel Differential Evolution in Unified Parallel C. IEEE Congress on Evolutionary Computation 2013: 642-649 - [c101]Pavel Krömer, Tibebe Beshah, Dejene Ejigu, Václav Snásel, Jan Platos, Ajith Abraham:
Mining traffic accident features by evolutionary fuzzy rules. CIVTS 2013: 38-43 - [c100]Pavel Krömer, Jan Platos, Václav Snásel:
Scalable differential evolution for many-core and clusters in Unified Parallel C. CYBCONF 2013: 180-185 - [c99]Pavel Krömer, Jan Platos, Václav Snásel:
Mining multi-class industrial data with evolutionary fuzzy rules. CYBCONF 2013: 191-196 - [c98]Daniel Robenek, Jan Platos, Václav Snásel:
Efficient In-memory Data Structures for n-grams Indexing. DATESO 2013: 48-58 - [c97]Hussein Soori, Jan Platos, Václav Snásel:
A Linguistic Method into Stemming of Arabic for Data Compression. DATESO 2013: 119-128 - [c96]Esraa Elhariri, Nashwa El-Bendary, Mohamed Mostafa M. Fouad, Jan Platos, Aboul Ella Hassanien, Ahmed M. M. Hussein:
Multi-class SVM Based Classification Approach for Tomato Ripeness. IBICA 2013: 175-186 - [c95]Mahmood A. Mahmood, Nashwa El-Bendary, Jan Platos, Aboul Ella Hassanien, Hesham A. Hefny:
An Intelligent Multi-agent Recommender System. IBICA 2013: 201-213 - [c94]Mohamed Abd Elfattah, Nashwa El-Bendary, Mohamed Abu ElSoud, Jan Platos, Aboul Ella Hassanien:
Principal Component Analysis Neural Network Hybrid Classification Approach for Galaxies Images. IBICA 2013: 225-237 - [c93]Jan Platos, Pavel Krömer:
Prediction of Multi-class Industrial Data. INCoS 2013: 64-68 - [c92]Tomás Jezowicz, Milos Kudelka, Jan Platos, Václav Snásel:
Visualization of Large Graphs Using GPU Computing. INCoS 2013: 662-667 - [c91]Michal Prilepok, Jan Platos, Václav Snásel, Ibrahim Salem Jahan:
Compression-based similarity in EEG signals. ISDA 2013: 247-252 - [c90]Michal Prilepok, Jan Platos, Václav Snásel:
Similarity Based on Data Compression. MICAI (2) 2013: 267-278 - [c89]Pavel Krömer, Jan Platos, Václav Snásel:
A brief survey of advances in Particle Swarm Optimization on Graphic Processing Units. NaBIC 2013: 182-188 - [c88]Jan Platos:
Improving block sorting compression using Simulated Annealing. NaBIC 2013: 194-199 - [c87]Pavel Krömer, Jan Platos, Václav Snásel:
A brief survey of differential evolution on Graphic Processing Units. SDE 2013: 157-164 - [p5]Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham:
Many-Threaded Differential Evolution on the GPU. Massively Parallel Evolutionary Computation on GPGPUs 2013: 121-147 - 2012
- [j3]Milos Kudelka, Zdenek Horak, Václav Snásel, Pavel Krömer, Jan Platos, Ajith Abraham:
Social and swarm aspects of co-authorship network. Log. J. IGPL 20(3): 634-643 (2012) - [j2]Jirí Walder, Michal Krátký, Radim Baca, Jan Platos, Václav Snásel:
Fast decoding algorithms for variable-lengths codes. Inf. Sci. 183(1): 66-91 (2012) - [c86]Michal Prilepok, Tomás Jezowicz, Jan Platos, Václav Snásel:
Spam detection using compression and PSO. CASoN 2012: 263-270 - [c85]Jan Platos, Pavel Krömer, Václav Snásel, Ajith Abraham:
Searching similar images - Vector quantization with S-tree. CASoN 2012: 384-388 - [c84]Pavel Krömer, Václav Snásel, Jan Platos, Milos Kudelka, Zdenek Horak:
An ACO inspired weighting approach for the spectral partitioning of co-authorship networks. IEEE Congress on Evolutionary Computation 2012: 1-7 - [c83]Václav Snásel, Pavel Krömer, Jan Platos, Milos Kudelka, Zdenek Horak:
On Spectral Partitioning of Co-authorship Networks. CISIM 2012: 302-313 - [c82]Michal Prilepok, Jan Platos, Václav Snásel, Eyas El-Qawasmeh:
The Bayesian Spam Filter with NCD. DATESO 2012: 60-68 - [c81]Pavel Krömer, Jan Platos, Václav Snásel:
Evolutionary Clustering on CUDA. ECAI 2012: 909-910 - [c80]Pavel Krömer, Lukás Prokop, Václav Snásel, Stanislav Misák, Jan Platos, Ajith Abraham:
Evolutionary prediction of photovoltaic power plant energy production. GECCO (Companion) 2012: 35-42 - [c79]Jan Platos, Pavel Krömer:
Improving Evolved Alphabet Using Tabu Set. HAIS (1) 2012: 655-666 - [c78]Mostafa A. Salama, Aboul Ella Hassanien, Jan Platos, Aly A. Fahmy, Václav Snásel:
Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds. HAIS (1) 2012: 667-676 - [c77]Pavel Krömer, Emilio Corchado, Václav Snásel, Jan Platos, Laura García-Hernandez:
Neural PCA and Maximum Likelihood Hebbian Learning on the GPU. ICANN (2) 2012: 132-139 - [c76]Lukás Prokop, Stanislav Misák, Tomás Novosád, Pavel Krömer, Jan Platos, Václav Snásel:
Photovoltaic Power Plant Output Estimation by Neural Networks and Fuzzy Inference. IDEAL 2012: 810-817 - [c75]Pavel Krömer, Jan Platos, Václav Snásel:
Independent Task Scheduling by Artificial Immune Systems, Differential Evolution, and Genetic Algorithms. INCoS 2012: 28-32 - [c74]Jan Platos, Pavel Krömer:
Improving Compression Using Words. INCoS 2012: 41-46 - [c73]Tibebe Beshah, Dejene Ejigu, Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham:
Learning the Classification of Traffic Accident Types. INCoS 2012: 463-468 - [c72]Pavel Krömer, Jan Platos, Václav Snásel:
Practical results of artificial immune Systems for combinatorial optimization problems. NaBIC 2012: 194-199 - [c71]Suhail S. J. Owais, Pavel Krömer, Jan Platos, Václav Snásel, Ivan Zelinka:
Data Mining by Symbolic Fuzzy Classifiers and Genetic Programming. NOSTRADAMUS 2012: 273-282 - [c70]Pavel Krömer, Jan Platos, Václav Snásel:
GPU Accelerated Genetic Clustering. SEAL 2012: 410-419 - [c69]Jan Platos, Pavel Krömer:
Searching for optimal alphabet for data compression using simulated annealing. SMC 2012: 468-473 - [c68]Pavel Krömer, Jan Platos, Václav Snásel:
Genetic algorithm for clustering accelerated by the CUDA platform. SMC 2012: 1005-1010 - [c67]Lukás Prokop, Stanislav Misák, Tomás Novosád, Pavel Krömer, Jan Platos, Václav Snásel:
Artificially evolved soft computing models for photovoltaic power plant output estimation. SMC 2012: 1011-1016 - [c66]Jan Platos, Václav Snásel, Tomás Jezowicz, Pavel Krömer, Ajith Abraham:
A PSO-based document classification algorithm accelerated by the CUDA Platform. SMC 2012: 1936-1941 - [c65]Pavel Krömer, Jan Platos, Václav Snásel:
Implementing Artificial Immune Systems for the Linear Ordering Problem. SOCO 2012: 53-62 - [c64]Petr Gajdos, Jan Platos:
Detecting Defects of Steel Slabs Using Symbolic Regression. SOCO 2012: 369-377 - 2011
- [c63]Václav Snásel, Pavel Krömer, Jan Platos, Milos Kudelka, Zdenek Horak, Katarzyna Wegrzyn-Wolska:
Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting. AWIC 2011: 225-234 - [c62]Pavel Krömer, Jan Platos, Václav Snásel:
Differential evolution for the linear ordering problem implemented on CUDA. IEEE Congress on Evolutionary Computation 2011: 796-802 - [c61]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham:
Many-threaded implementation of differential evolution for the CUDA platform. GECCO 2011: 1595-1602 - [c60]Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham:
An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU. HAIS (1) 2011: 372-379 - [c59]Jan Platos, Václav Snásel, Pavel Krömer, Petr Fiala:
Tension estimation by fuzzy predictors in heavy facilities. HIS 2011: 546-550 - [c58]Jan Platos, Pavel Krömer:
Reducing Alphabet Using Genetic Algorithms. ICDIPC (2) 2011: 82-92 - [c57]Hussein Soori, Jan Platos, Václav Snásel, Hussam M. Dahwa Abdulla:
Simple Rules for Syllabification of Arabic Texts. ICDIPC (1) 2011: 97-105 - [c56]Hussein Soori, Jan Platos, Václav Snásel:
Simple Stemming Rules for Arabic Language. IHCI 2011: 99-108 - [c55]Omar S. Soliman, Jan Platos, Aboul Ella Hassanien, Václav Snásel:
Automatic Localization and Boundary Detection of Retina in Images Using Basic Image Processing Filters. IHCI 2011: 169-182 - [c54]Petr Gajdos, Jan Platos:
GPU Based Parallelism for Self-Organizing Map. IHCI 2011: 231-242 - [c53]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham, Lukás Prokop, Stanislav Misák:
Genetically Evolved Fuzzy Predictor for Photovoltaic Power Output Estimation. INCoS 2011: 41-46 - [c52]Václav Snásel, Pavel Krömer, Jan Platos:
Towards the analysis of co-authorship networks by iterative spectral partitioning. ISDA 2011: 82-87 - [c51]Jan Platos, Pavel Krömer:
Optimizing alphabet using genetic algorithms. ISDA 2011: 498-503 - [c50]Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham:
A comparison of many-threaded differential evolution and genetic algorithms on CUDA. NaBIC 2011: 509-514 - [c49]Eliska Ochodkova, Pavel Krömer, Jiri Dvorský, Jan Platos, Ajith Abraham, Václav Snásel:
Genetic search for quasigroups with heterogeneous power sequences. NaBIC 2011: 533-539 - [c48]Jan Platos, Pavel Krömer:
Evolving alphabet using genetic algorithms. NaBIC 2011: 575-581 - [c47]Petr Gajdos, Jan Platos, Petr Fiala:
Tension prediction by using ANN and SOM in heavy facilities. NaBIC 2011: 582-587 - [c46]Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham:
Fuzzy classification by evolutionary algorithms. SMC 2011: 313-318 - [c45]Tomás Novosád, Jan Platos, Václav Snásel, Ajith Abraham, Petr Fiala:
Heavy facilities tension prediction using Flexible Neural Trees. SoCPaR 2011: 396-401 - [c44]Pavel Krömer, Václav Snásel, Jan Platos:
Learning Patterns from Data by an Evolutionary-Fuzzy Approach. SOCO 2011: 127-135 - [p4]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham, Hesam Ezakian:
Evolving Schedules of Independent Tasks by Differential Evolution. Intelligent Networking, Collaborative Systems and Applications 2011: 79-94 - [e2]Václav Snásel, Jan Platos, Eyas El-Qawasmeh:
Digital Information Processing and Communications - International Conference , ICDIPC 2011, Ostrava, Czech Republic, July 7-9, 2011, Proceedings, Part I. Communications in Computer and Information Science 188, Springer 2011, ISBN 978-3-642-22388-4 [contents] - [e1]Václav Snásel, Jan Platos, Eyas El-Qawasmeh:
Digital Information Processing and Communications - International Conference, ICDIPC 2011, Ostrava, Czech Republic, July 7-9, 2011, Proceedings, Part II. Communications in Computer and Information Science 189, Springer 2011, ISBN 978-3-642-22409-6 [contents] - 2010
- [c43]Jan Platos, Pavel Krömer, Václav Snásel, Ajith Abraham:
Scaling IDS construction based on Non-negative Matrix factorization using GPU computing. IAS 2010: 86-91 - [c42]Tomás Novosád, Jan Platos, Václav Snásel, Ajith Abraham:
Fast intrusion detection system based on Flexible Neural Tree. IAS 2010: 106-111 - [c41]Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham:
Towards intrusion detection by information retrieval and genetic programming. IAS 2010: 112-117 - [c40]Jan Platos, Petr Gajdos:
Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU. CISIM 2010: 176-181 - [c39]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham:
Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach. CISIS 2010: 25-32 - [c38]Jirí Walder, Michal Krátký, Jan Platos:
Fast Fibonacci Encoding Algorithm. DATESO 2010: 72-83 - [c37]Václav Snásel, Jiri Dvorský, Eliska Ochodkova, Pavel Krömer, Jan Platos, Ajith Abraham:
Evolving Quasigroups by Genetic Algorithms. DATESO 2010: 108-117 - [c36]Pavel Krömer, Václav Snásel, Jan Platos, Suhail S. J. Owais:
Search personalization in hyperlinked environments by relevance propagation and ant colony optimization. HIS 2010: 141-146 - [c35]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham:
Evolutionary improvement of search queries and its parameters. HIS 2010: 147-152 - [c34]Václav Snásel, Jiri Dvorský, Eliska Ochodkova, Pavel Krömer, Jan Platos, Ajith Abraham:
Genetic Algorithms Evolving Quasigroups with Good Pseudorandom Properties. ICCSA (3) 2010: 472-482 - [c33]Pavel Krömer, Jan Platos, Václav Snásel:
Data mining using NMF and generalized matrix inverse. ISDA 2010: 409-414 - [c32]Petr Gajdos, Jan Platos, Pavel Moravec:
Iris recognition on GPU with the usage of Non-Negative Matrix Factorization. ISDA 2010: 894-899 - [c31]Pavel Krömer, Jan Platos, Václav Snásel:
Fast Dimension Reduction Based on NMF. ISICA (1) 2010: 424-433 - [c30]Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane, Ajith Abraham:
Interleaver optimization by population based metaheuristics. NaBIC 2010: 672-677 - [c29]Jan Platos, Petr Gajdos, Pavel Krömer, Václav Snásel:
Non-negative Matrix Factorization on GPU. NDT (1) 2010: 21-30 - [c28]Václav Snásel, Pavel Krömer, Jan Platos, Ajith Abraham:
The Evolution of Fuzzy Classifier for Data Mining with Applications. SEAL 2010: 349-358 - [p3]Václav Snásel, Ajith Abraham, Suhail S. J. Owais, Jan Platos, Pavel Krömer:
User Profiles Modeling in Information Retrieval Systems. Emergent Web Intelligence 2010: 169-198
2000 – 2009
- 2009
- [c27]Jan Platos, Václav Snásel, Pavel Krömer, Ajith Abraham:
Detecting Insider Attacks Using Non-negative Matrix Factorization. IAS 2009: 693-696 - [c26]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham:
Optimization of Turbo Codes by Differential Evolution and Genetic Algorithms. HIS (3) 2009: 376-381 - [c25]Václav Snásel, Ajith Abraham, Jiri Dvorský, Pavel Krömer, Jan Platos:
Hash Functions Based on Large Quasigroups. ICCS (1) 2009: 521-529 - [c24]Pavel Krömer, Václav Snásel, Jan Platos, Nabil Ouddane:
On turbo code interleavers optimized by bit error rate evolution and free distance evolution. ICUMT 2009: 1-6 - [c23]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham, Hesam Izakian:
Scheduling Independent Tasks on Heterogeneous Distributed Environments by Differential Evolution. INCoS 2009: 170-174 - [c22]Václav Snásel, Pavel Krömer, Jan Platos:
Differential Evolution and Genetic Algorithms for the Linear Ordering Problem. KES (1) 2009: 139-146 - [c21]Václav Snásel, Ajith Abraham, Jiri Dvorský, Eliska Ochodkova, Jan Platos, Pavel Krömer:
Searching for Quasigroups for Hash Functions with Genetic Algorithms. NaBIC 2009: 367-372 - [c20]Pavel Krömer, Jan Platos, Václav Snásel:
Modeling Permutations for Genetic Algorithms. SoCPaR 2009: 100-105 - [p2]Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane:
Genetic Algorithms for the Use in Combinatorial Problems. Foundations of Computational Intelligence (3) 2009: 3-22 - [p1]Václav Snásel, Ajith Abraham, Suhail S. J. Owais, Jan Platos, Pavel Krömer:
Optimizing Information Retrieval Using Evolutionary Algorithms and Fuzzy Inference System. Foundations of Computational Intelligence (4) 2009: 299-324 - 2008
- [j1]Jan Platos, Václav Snásel, Eyas El-Qawasmeh:
Compression of small text files. Adv. Eng. Informatics 22(3): 410-417 (2008) - [c19]Václav Snásel, Jan Platos, Pavel Krömer, Ajith Abraham:
Matrix Factorization Approach for Feature Deduction and Design of Intrusion Detection Systems. IAS 2008: 172-179 - [c18]Pavel Krömer, Václav Snásel, Jan Platos:
Investigating Query Similarity Measures for Collaborative Web Search. CISIM 2008: 27-32 - [c17]Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane:
Genetic Algorithms Searching for Turbo Code Interleaver and Solving Linear Ordering Problem. CISIM 2008: 71-77 - [c16]Jan Platos, Jana Kocibova, Pavel Krömer, Pavel Moravec, Václav Snásel:
Tensor Decomposition for 3D Bars Problem. CISIM 2008: 195-200 - [c15]Jan Platos, Jana Kocibova, Pavel Krömer, Pavel Moravec, Václav Snásel:
Tensor Decomposition for 3D Bars Problem. DATESO 2008 - [c14]Václav Snásel, Jan Platos, Pavel Krömer:
Developing Genetic Algorithms for Boolean Matrix Factorization. DATESO 2008 - [c13]Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane:
Genetic Algorithms for Better Turbo Codes. DEXA Workshops 2008: 544-548 - [c12]Václav Snásel, Pavel Krömer, Jan Platos, Dusan Húsek:
On the Implementation of Boolean Matrix Factorization. DEXA Workshops 2008: 554-558 - [c11]Václav Snásel, Pavel Krömer, Jan Platos:
Evolutionary Approaches to Linear Ordering Problem. DEXA Workshops 2008: 566-570 - [c10]Nabil Ouddane, Pavel Krömer, Václav Snásel, Jan Platos:
Optimizing Turbo Codes Free distance Computation Garello's method by Genetic Algorithms. GEM 2008: 76-82 - [c9]Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham:
Implicit User Modelling Using Hybrid Meta-Heuristics. HIS 2008: 42-47 - [c8]Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov:
Implementing Boolean Matrix Factorization. ICANN (1) 2008: 543-552 - [c7]Václav Snásel, Jan Platos, Pavel Krömer:
On Genetic Algorithms for Boolean Matrix Factorization. ISDA (2) 2008: 170-175 - [c6]Pavel Krömer, Václav Snásel, Jan Platos:
Comparing Query Similarity Measures for Collaborative Web Search. ISDA (2) 2008: 383-388 - [c5]Pavel Krömer, Václav Snásel, Jan Platos:
Evolving feasible linear ordering problem solutions. CSTST 2008: 337-342 - [i2]Jan Platos, Jiri Dvorský:
Word-Based Text Compression. CoRR abs/0804.3680 (2008) - 2007
- [c4]Pavel Krömer, Václav Snásel, Jan Platos, Suhail S. J. Owais:
Implicit User Modelling for Query Optimization. DEXA Workshops 2007: 133-137 - [c3]Vilém Srovnal, Bohumil Horák, Václav Snásel, Jan Martinovic, Pavel Krömer, Jan Platos:
Strategy Description for Mobile Embedded Control Systems Exploiting the Multi-agent Technology. International Conference on Computational Science (2) 2007: 936-943 - [c2]Pavel Krömer, Václav Snásel, Jan Platos, Nabil Ouddane:
Optimizing Interleaver for Turbo Codes by Genetic Algorithms. ICTAI (1) 2007: 423-428 - [c1]Pavel Krömer, Václav Snásel, Jan Platos, Suhail S. J. Owais:
Implicit User Modelling for Web Search Improvement. ISDA 2007: 309-314 - [i1]Radim Baca, Václav Snásel, Jan Platos, Michal Krátký, Eyas El-Qawasmeh:
The Fast Fibonacci Decompression Algorithm. CoRR abs/0712.0811 (2007)
Coauthor Index
[j24] [j16] [j15] [c154] [c153] [c151] [c148] [c145] [j11] [j10] [c142] [c141] [c140] [c139] [c136] [c134] [c133] [c131] [c129] [c126] [c123] [i4] [j7] [j6] [c119] [c115] [c112] [c105] [j4] [c102] [c101] [c100] [c99] [c93] [c89] [c87] [p5] [j3] [c85] [c84] [c83] [c81] [c80] [c79] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c63] [c62] [c61] [c60] [c59] [c58] [c53] [c52] [c51] [c50] [c49] [c48] [c46] [c44] [p4] [c43] [c41] [c39] [c37] [c36] [c35] [c34] [c33] [c31] [c30] [c29] [c28] [p3] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [p2] [p1] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
[j33] [j31] [c161] [j29] [j26] [j24] [j23] [j22] [j20] [j19] [j18] [j16] [j15] [c154] [c153] [c151] [j12] [c149] [c145] [j11] [j10] [c140] [c139] [c132] [j8] [c130] [c127] [c126] [c123] [j7] [j6] [c121] [c119] [c118] [c117] [c111] [c109] [c108] [c104] [j5] [j4] [c102] [c101] [c100] [c99] [c98] [c97] [c92] [c91] [c90] [c89] [c87] [p5] [j3] [j2] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c78] [c77] [c76] [c75] [c73] [c72] [c71] [c70] [c68] [c67] [c66] [c65] [c63] [c62] [c61] [c60] [c59] [c57] [c56] [c55] [c53] [c52] [c50] [c49] [c46] [c45] [c44] [p4] [e2] [e1] [c43] [c42] [c41] [c39] [c37] [c36] [c35] [c34] [c33] [c31] [c30] [c29] [c28] [p3] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [p2] [p1] [j1] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [i1]
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