Jan Platos - RankMe

219 papers A 5B 19C 16Misc 4Journal 45Unranked 122

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evolutionary Algorithm for the Traveling Salesman Problem With Innovative Encoding on Hybrid Quantum-Classical Machines. IEEE Access Ravi Saini, Ashish Mani, M. S. Prasad, Siddhartha Bhattacharyya, Jan Platos
2025	—	`conf`	Fusion Based Technique for Underwater Image Enhancement. AISI Rajdeep Basu, Ronit Kumar, Pratima Sarkar, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
2025	—	`ed.`	Proceedings of the 2024 Sixth Doctoral Symposium on Intelligence Enabled Research (DoSIER 2024), Dhupguri, Jalpaiguri, West Bengal, India, November 28-29, 2024 DoSIER Siddhartha Bhattacharyya, Sandip Dey, Jyoti Sekhar Banerjee, Jan Platos
2024	—	`conf`	A Brief Review on Different Machine Learning-Based Intrusion Detection Systems. AISI (2) Swarnadeep Samanta, Arka Provo Sen, Debarka Mukhopadhyay, Sourav De, Siddhartha Bhattacharyya, Jan Platos
2024	J	`jnl`	A brief review on quantum computing based drug design. WIREs Data. Mining. Knowl. Discov. Poulami Das, Avishek Ray, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Leo Mrsic, Tingwen Huang, Ivan Zelinka
2024	J	`jnl`	A hierarchical overlapping community detection method based on closed trail distance and maximal cliques. Inf. Sci. Pavla Drázdilová, Petr Prokop, Jan Platos, Václav Snásel
2024	J	`jnl`	A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism. Knowl. Based Syst. Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak
2024	J	`jnl`	A quantum inspired differential evolution algorithm for automatic clustering of real life datasets. Multim. Tools Appl. Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel
2024	J	`jnl`	Abstractive text summarization model combining a hierarchical attention mechanism and multiobjective reinforcement learning. Expert Syst. Appl. Yujia Sun, Jan Platos
2024	—	`conf`	Automatic Cluster Detection in Hyperspectral Images using Quantum Walrus Optimizers. DoSIER Tulika Dutta, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi, Jan Platos, Ivan Zelinka, Václav Snásel
2024	—	`conf`	Automatic Hyperspectral Image Clustering Using Qutrit Differential Evolution. ICSI Tulika Dutta, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi, Jan Platos, Václav Snásel
2024	J	`jnl`	Data-driven multi-step energy consumption forecasting with complex seasonality patterns and exogenous variables: Model accuracy assessment in change point neighborhoods. Appl. Soft Comput. Radek Svoboda, Vojtech Kotik, Jan Platos
2024	—	`conf`	Educational Management System Using Hybrid Blockchain Network. AISI (2) Aniket Sarkar, Sourav Mondal, Debarka Mukhopadhyay, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Leo Mrsic
2024	—	`conf`	Harnessing LSTM Neural Networks and Hyperparameter Optimization for Precise Sales Forecasting in Retail. AISI (2) Mainak Mitra, Soumit Roy, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
2023	B	`conf`	A Continual Learning System with Self Domain Shift Adaptation for Fake News Detection. DSAA Sebastián Basterrech, Andrzej Kasprzak, Jan Platos, Michal Wozniak
2023	J	`jnl`	A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism. CoRR Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak
2023	J	`jnl`	Automatic clustering of colour images using quantum inspired meta-heuristic algorithms. Appl. Intell. Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel
2023	J	`jnl`	Deep Reinforcement Learning Tf-Agent-Based Object Tracking With Virtual Autonomous Drone in a Game Engine. IEEE Access Khurshedjon Farkhodov, Suk-Hwan Lee, Jan Platos, Ki-Ryong Kwon
2023	J	`jnl`	Differential Game-Based Optimal Control of Autonomous Vehicle Convoy. IEEE Trans. Intell. Transp. Syst. Hossein Barghi Jond, Jan Platos
2023	—	`conf`	Ensuring Privacy and Security of IoT Networks Utilizing Blockchain and Federated Learning. FiCloud Md. Mamunur Rashid, Piljoo Choi, Suk-Hwan Lee, Jan Platos, Young Huh, Ki-Ryong Kwon
2023	—	`conf`	Hierarchical Overlapping Community Detection for Weighted Networks. COMPLEX NETWORKS (2) Petr Prokop, Pavla Drázdilová, Jan Platos
2023	—	`conf`	Strategies of Multi-Step-ahead Forecasting for Chaotic Time Series using Autoencoder and LSTM Neural Networks: A Comparative Study. IPMV Ngoc Phien Nguyen, Tuan Anh Duong, Jan Platos
2022	J	`jnl`	Automation of cleaning and ensembles for outliers detection in questionnaire data. Expert Syst. Appl. Vojtech Uher, Pavla Drázdilová, Jan Platos, Petr Badura
2022	J	`jnl`	Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS). World Wide Web Apostolos N. Papadopoulos, Richard Chbeir, Jan Platos, Václav Snásel
2022	—	`conf`	Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection. ISDA (3) Sebastián Basterrech, Jan Platos, Gerardo Rubino, Michal Wozniak
2021	—	`conf`	A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting. MLMI Nguyen Ngoc Phien, Duong Tuan Anh, Jan Platos
2021	J	`jnl`	Distributed Receding Horizon Control of Autonomous Convoy with Self-Interested Vehicles. CoRR Hossein Barghi Jond, Jan Platos
2021	J	`jnl`	High-dimensional data classification model based on random projection and Bagging-support vector machine. Concurr. Comput. Pract. Exp. Yujia Sun, Jan Platos
2021	J	`jnl`	Měj Přehled / Be informed. CoRR Michal Bravansky, Jan Platos
2021	J	`jnl`	Population data mobility retrieval at territory of Czechia in pandemic COVID-19 period. Concurr. Comput. Pract. Exp. Jan Platos, Pavel Krömer, Miroslav Voznák, Václav Snásel
2021	J	`jnl`	Quantum inspired meta-heuristic approaches for automatic clustering of colour images. Int. J. Intell. Syst. Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
2020	—	`conf`	A Robust Deep Model for Human Action Recognition in Restricted Video Sequences. TSP Vahid Ashkani Chenarlogh, Hossein Barghi Jond, Jan Platos
2020	J	`jnl`	Border Collie Optimization. IEEE Access Tulika Dutta, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos
2020	J	`jnl`	Chest X-ray enhancement to interpret pneumonia malformation based on fuzzy soft set and Dempster-Shafer theory of evidence. Appl. Soft Comput. Biswajit Biswas, Swarup Kr Ghosh, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Amlan Chakrabarti
2020	J	`jnl`	Clustering and Closure Coefficient Based on k-CT Components. IEEE Access Petr Prokop, Václav Snásel, Pavla Drázdilová, Jan Platos
2020	J	`jnl`	Colonoscopy contrast-enhanced by intuitionistic fuzzy soft sets for polyp cancer localization. Appl. Soft Comput. Biswajit Biswas, Siddhartha Bhattacharyya, Amlan Chakrabarti, Kashi Nath Dey, Jan Platos, Václav Snásel
2020	J	`jnl`	Differential evolution for the optimization of low-discrepancy generalized Halton sequences. Swarm Evol. Comput. Pavel Krömer, Jan Platos, Václav Snásel
2020	—	`conf`	High-Dimensional Data Clustering Algorithm Based on Stacked-Random Projection. INCoS Yujia Sun, Jan Platos
2020	J	`jnl`	High-Dimensional Text Clustering by Dimensionality Reduction and Improved Density Peak. Wirel. Commun. Mob. Comput. Yujia Sun, Jan Platos
2020	J	`jnl`	JPEG steganography with particle swarm optimization accelerated by AVX. Concurr. Comput. Pract. Exp. Václav Snásel, Pavel Krömer, Jakub Safarik, Jan Platos
2020	J	`jnl`	Lightweight Spectral-Spatial Squeeze-and- Excitation Residual Bag-of-Features Learning for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. Swalpa Kumar Roy, Subhrasankar Chatterjee, Siddhartha Bhattacharyya, Bidyut B. Chaudhuri, Jan Platos
2020	J	`jnl`	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. Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
2020	—	`conf`	Preprocessing COVID-19 Radiographic Images by Evolutionary Column Subset Selection. INCoS Jana Nowaková, Pavel Krömer, Jan Platos, Václav Snásel
2020	B	`conf`	Self-organizing Migrating Algorithm for the Single Row Facility Layout Problem. CEC Pavel Krömer, Jan Platos, Václav Snásel
2020	J	`jnl`	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. Koyel Chakraborty, Surbhi Bhatia, Siddhartha Bhattacharyya, Jan Platos, Rajib Bag, Aboul Ella Hassanien
2020	A	`conf`	Solving the single row facility layout problem by differential evolution. GECCO Pavel Krömer, Jan Platos, Václav Snásel
2019	—	`conf`	CAPTCHA Recognition Based on Kohonen Maps. INCoS Yujia Sun, Jan Platos
2019	—	`conf`	Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification. AMLTA Rik Das, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Aboul Ella Hassanien
2019	J	`jnl`	Enhancement of dronogram aid to visual interpretation of target objects via intuitionistic fuzzy hesitant sets. Inf. Sci. Biswajit Biswas, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
2019	—	`conf`	Optimization of Generalized Halton Sequences by Differential Evolution. LION Pavel Krömer, Jan Platos, Václav Snásel
2019	B	`conf`	Random Key Self-Organizing Migrating Algorithm for Permutation Problems. CEC Pavel Krömer, Jan Janousek, Jan Platos
2019	—	`conf`	Text Classification Based on Topic Modeling and Chi-square. ICGEC Yujia Sun, Jan Platos
2018	J	`jnl`	An acceleration of quasigroup operations by residue arithmetic. Concurr. Comput. Pract. Exp. Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel
2018	B	`conf`	LZ77 Like Lossy Transformation of Quality Scores. DCC Michal Vasinek, Jan Platos
2018	J	`jnl`	Optimal column subset selection for image classification by genetic algorithms. Ann. Oper. Res. Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel
2017	—	`conf`	Community Detection in Bibsonomy Using Data Clustering. ISAT (1) Zakaria Saoud, Jan Platos
2017	—	`conf`	Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution. INCoS Pavel Krömer, Jan Platos, Václav Snásel
2017	—	`conf`	Evaluation of Traveling Salesman Problem Instance Hardness by Clustering. ECC Pavel Krömer, Jan Platos
2017	J	`jnl`	Higher Order Context Transformations. CoRR Michal Vasinek, Jan Platos
2017	—	`conf`	Network measures and evaluation of traveling salesman instance hardness. SSCI Pavel Krömer, Jan Platos, Milos Kudelka
2017	—	`conf`	Parallel Itemset Mining Algorithms - an Overview. DATESO Adam Kaspar, Vojtech Kotik, Jan Platos
2017	J	`jnl`	Prediction and Evaluation of Zero Order Entropy Changes in Grammar-Based Codes. Entropy Michal Vasinek, Jan Platos
2017	Misc	`conf`	Simultaneous Prediction of Wind Speed and Direction by Evolutionary Fuzzy Rule Forest. ICCS Pavel Krömer, Jan Platos
2017	—	`conf`	Space-Filling Curves based on Residue Number System. INCoS Jan Platos, Jana Nowaková, Pavel Krömer, Václav Snásel
2017	—	`conf`	System identification acceleration and improvement with genetic programming usage. SSCI Jana Nowaková, Jan Platos, Martin Hasal
2017	—	`conf`	Three-dimensional graph drawing by Kamada-Kawai method with Barzilai-Borwein method. SSCI Martin Hasal, Jana Nowaková, Jan Platos
2016	—	`conf`	Author Evaluation Based on H-Index and Citation Response. INCoS Milos Kudelka, Jan Platos, Pavel Krömer
2016	A	`conf`	Evolutionary Feature Subset Selection with Compression-based Entropy Estimation. GECCO Pavel Krömer, Jan Platos
2016	B	`conf`	Genetic algorithm for entropy-based feature subset selection. CEC Pavel Krömer, Jan Platos
2016	—	`conf`	Limitations on Low Variance k-Fold Cross Validation in Learning Set of Rules Inducers. INCoS Michal Vasinek, Jan Platos, Václav Snásel
2015	—	`conf`	A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem. CORES Pavel Krömer, Jan Platos
2015	J	`jnl`	Author Evaluation Based on H-index and Citation Response. CoRR Milos Kudelka, Jan Platos, Pavel Krömer
2015	—	`conf`	Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method. INCoS Lukás Pospísil, Martin Hasal, Jana Nowaková, Jan Platos
2015	—	`conf`	Efficient Area Association Using Space Filling Curves. INCoS Jan Platos, Pavel Krömer, Václav Snásel
2015	—	`conf`	Evolutionary Algorithms for Fast Parallel Classification. CORES Tomás Jezowicz, Petr Bucek, Jan Platos, Václav Snásel
2015	—	`conf`	Experiments on Data Classification Using Relative Entropy. CORES Michal Vasinek, Jan Platos
2015	B	`conf`	Generalized Context Transformations - Enhanced Entropy Reduction. DCC Michal Vasinek, Jan Platos
2015	—	`conf`	Parallel Approach to Context Transformations. DATESO Michal Vasinek, Jan Platos
2015	J	`jnl`	Rough local transfer function for cardiac disorders detection using heart sounds. Log. J. IGPL Aboul Ella Hassanien, Mostafa A. Salama, Jan Platos, Václav Snásel
2015	—	`conf`	Semantic and Similarity Measure Methods for Plagiarism Detection of Students' Assignments. AECIA Hussein Soori, Michal Prilepok, Jan Platos, Václav Snásel
2015	—	`conf`	Traditional and self-adaptive differential evolution for the p-median problem. CYBCONF Pavel Krömer, Jan Platos, Václav Snásel
2014	—	`conf`	An Improved Prediction Approach for Progression of Ocular Hypertension to Primary Open Angle Glaucoma. IBICA Mohamed Abd Elfattah, M. I. Waly, Mohamed Abu ElSoud, Aboul Ella Hassanien, Mohamed F. Tolba, Jan Platos, Gerald Schaefer
2014	—	`conf`	Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension. SOCO-CISIS-ICEUTE Konrad Jackowski, Jan Platos
2014	—	`conf`	Automatic Power System Identification Using Genetic Algorithms. INCoS Jana Nowaková, Jan Platos, Václav Snásel
2014	—	`conf`	Classification of EEG Signals Using Vector Quantization. ICAISC (2) Petr Berek, Michal Prilepok, Jan Platos, Václav Snásel
2014	B	`conf`	Clustering using artificial bee colony on CUDA. SMC Jan Janousek, Jan Platos, Václav Snásel
2014	J	`jnl`	Data Parallel density-based genetic clustering on CUDA Architecture. Concurr. Comput. Pract. Exp. Pavel Krömer, Jan Platos, Václav Snásel
2014	—	`conf`	Deterministic Data Sampling Based on Neighborhood Analysis. ECC (1) Sarka Zehnalova, Milos Kudelka, Jan Platos
2014	—	`conf`	EEG signals similarity based on compression. DATESO Michal Prilepok, Jan Platos, Václav Snásel
2014	B	`conf`	Entropy Reduction Using Context Transformations. DCC Michal Vasinek, Jan Platos
2014	—	`conf`	Evolutionary Techniques for Image Segmentation. IBICA Karel Mozdren, Tomas Burianek, Jan Platos, Václav Snásel
2014	—	`conf`	Evolutionary Weighted Ensemble for EEG Signal Recognition. ECC (2) Konrad Jackowski, Jan Platos, Michal Prilepok
2014	Misc	`conf`	Genetic Algorithm for the Column Subset Selection Problem. CISIS Pavel Krömer, Jan Platos, Václav Snásel
2014	A	`conf`	Genetic algorithm for sampling from scale-free data and networks. GECCO Pavel Krömer, Jan Platos
2014	B	`conf`	Local representativeness in vector data. SMC Sarka Zehnalova, Milos Kudelka, Jan Platos
2014	B	`conf`	Local representatives in weighted networks. ASONAM Sarka Zehnalova, Milos Kudelka, Jan Platos, Zdenek Horak
2014	J	`jnl`	Nature-Inspired Meta-Heuristics on Modern GPUs: State of the Art and Brief Survey of Selected Algorithms. Int. J. Parallel Program. Pavel Krömer, Jan Platos, Václav Snásel
2014	J	`jnl`	Network Sampling Based on NN Representatives. CoRR Milos Kudelka, Sarka Zehnalova, Jan Platos
2014	—	`conf`	New Genetic Algorithm for the p-Median Problem. ECC (2) Pavel Krömer, Jan Platos
2014	—	`conf`	Representativeness in Unweighted Networks Based on Local Dependency. INCoS Milos Kudelka, Sarka Zehnalova, Jan Platos
2014	B	`conf`	Solving the p-median problem by a simple differential evolution. SMC Pavel Krömer, Jan Platos
2014	—	`conf`	Ternary Tree Optimalization for n-gram Indexing. DATESO Daniel Robenek, Jan Platos, Václav Snásel
2014	—	`conf`	Utilizing Text Similarity Measurement for Data Compression to Detect Plagiarism in Czech. AECIA Hussein Soori, Michal Prilepok, Jan Platos, Václav Snásel
2013	—	`conf`	A Linguistic Method into Stemming of Arabic for Data Compression. DATESO Hussein Soori, Jan Platos, Václav Snásel
2013	—	`conf`	A brief survey of advances in Particle Swarm Optimization on Graphic Processing Units. NaBIC Pavel Krömer, Jan Platos, Václav Snásel
2013	—	`conf`	A brief survey of differential evolution on Graphic Processing Units. SDE Pavel Krömer, Jan Platos, Václav Snásel
2013	—	`conf`	An Intelligent Multi-agent Recommender System. IBICA Mahmood A. Mahmood, Nashwa El-Bendary, Jan Platos, Aboul Ella Hassanien, Hesham A. Hefny
2013	C	`conf`	Compression-based similarity in EEG signals. ISDA Michal Prilepok, Jan Platos, Václav Snásel, Ibrahim Salem Jahan
2013	—	`conf`	Efficient In-memory Data Structures for n-grams Indexing. DATESO Daniel Robenek, Jan Platos, Václav Snásel
2013	—	`conf`	Improving block sorting compression using Simulated Annealing. NaBIC Jan Platos
2013	—	`ch.`	Many-Threaded Differential Evolution on the GPU. Massively Parallel Evolutionary Computation on GPGPUs Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham
2013	—	`conf`	Mining multi-class industrial data with evolutionary fuzzy rules. CYBCONF Pavel Krömer, Jan Platos, Václav Snásel
2013	—	`conf`	Mining traffic accident features by evolutionary fuzzy rules. CIVTS Pavel Krömer, Tibebe Beshah Tesema, Dejene Ejigu, Václav Snásel, Jan Platos, Ajith Abraham
2013	—	`conf`	Multi-class SVM Based Classification Approach for Tomato Ripeness. IBICA Esraa Elhariri, Nashwa El-Bendary, Mohamed Mostafa M. Fouad, Jan Platos, Aboul Ella Hassanien, Ahmed M. M. Hussein
2013	B	`conf`	Parallel Differential Evolution in Unified Parallel C. IEEE Congress on Evolutionary Computation Pavel Krömer, Jan Platos, Václav Snásel
2013	—	`conf`	Prediction of Multi-class Industrial Data. INCoS Jan Platos, Pavel Krömer
2013	—	`conf`	Principal Component Analysis Neural Network Hybrid Classification Approach for Galaxies Images. IBICA Mohamed Abd Elfattah, Nashwa El-Bendary, Mohamed Abu ElSoud, Jan Platos, Aboul Ella Hassanien
2013	—	`conf`	Scalable differential evolution for many-core and clusters in Unified Parallel C. CYBCONF Pavel Krömer, Jan Platos, Václav Snásel
2013	—	`conf`	Similarity Based on Data Compression. MICAI (2) Michal Prilepok, Jan Platos, Václav Snásel
2013	J	`jnl`	Spam Detection using Data Compression and Signatures. Cybern. Syst. Michal Prilepok, Petr Berek, Jan Platos, Václav Snásel
2013	J	`jnl`	Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression. Comput. Math. Appl. Pavel Krömer, Suhail S. J. Owais, Jan Platos, Václav Snásel
2013	—	`conf`	Visualization of Large Graphs Using GPU Computing. INCoS Tomás Jezowicz, Milos Kudelka, Jan Platos, Václav Snásel
2012	B	`conf`	A PSO-based document classification algorithm accelerated by the CUDA Platform. SMC Jan Platos, Václav Snásel, Tomás Jezowicz, Pavel Krömer, Ajith Abraham
2012	B	`conf`	An ACO inspired weighting approach for the spectral partitioning of co-authorship networks. IEEE Congress on Evolutionary Computation Pavel Krömer, Václav Snásel, Jan Platos, Milos Kudelka, Zdenek Horak
2012	B	`conf`	Artificially evolved soft computing models for photovoltaic power plant output estimation. SMC Lukás Prokop, Stanislav Misák, Tomás Novosád, Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Data Mining by Symbolic Fuzzy Classifiers and Genetic Programming. NOSTRADAMUS Suhail S. J. Owais, Pavel Krömer, Jan Platos, Václav Snásel, Ivan Zelinka
2012	—	`conf`	Detecting Defects of Steel Slabs Using Symbolic Regression. SOCO Petr Gajdos, Jan Platos
2012	A	`conf`	Evolutionary Clustering on CUDA. ECAI Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Evolutionary prediction of photovoltaic power plant energy production. GECCO (Companion) Pavel Krömer, Lukás Prokop, Václav Snásel, Stanislav Misák, Jan Platos, Ajith Abraham
2012	J	`jnl`	Fast decoding algorithms for variable-lengths codes. Inf. Sci. Jirí Walder, Michal Krátký, Radim Baca, Jan Platos, Václav Snásel
2012	—	`conf`	GPU Accelerated Genetic Clustering. SEAL Pavel Krömer, Jan Platos, Václav Snásel
2012	B	`conf`	Genetic algorithm for clustering accelerated by the CUDA platform. SMC Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Implementing Artificial Immune Systems for the Linear Ordering Problem. SOCO Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Improving Compression Using Words. INCoS Jan Platos, Pavel Krömer
2012	—	`conf`	Improving Evolved Alphabet Using Tabu Set. HAIS (1) Jan Platos, Pavel Krömer
2012	—	`conf`	Independent Task Scheduling by Artificial Immune Systems, Differential Evolution, and Genetic Algorithms. INCoS Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Learning the Classification of Traffic Accident Types. INCoS Tibebe Beshah Tesema, Dejene Ejigu, Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham
2012	—	`conf`	Neural PCA and Maximum Likelihood Hebbian Learning on the GPU. ICANN (2) Pavel Krömer, Emilio Corchado, Václav Snásel, Jan Platos, Laura García-Hernandez
2012	—	`conf`	On Spectral Partitioning of Co-authorship Networks. CISIM Václav Snásel, Pavel Krömer, Jan Platos, Milos Kudelka, Zdenek Horak
2012	C	`conf`	Photovoltaic Power Plant Output Estimation by Neural Networks and Fuzzy Inference. IDEAL Lukás Prokop, Stanislav Misák, Tomás Novosád, Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Practical results of artificial immune Systems for combinatorial optimization problems. NaBIC Pavel Krömer, Jan Platos, Václav Snásel
2012	—	`conf`	Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds. HAIS (1) Mostafa A. Salama, Aboul Ella Hassanien, Jan Platos, Aly A. Fahmy, Václav Snásel
2012	B	`conf`	Searching for optimal alphabet for data compression using simulated annealing. SMC Jan Platos, Pavel Krömer
2012	—	`conf`	Searching similar images - Vector quantization with S-tree. CASoN Jan Platos, Pavel Krömer, Václav Snásel, Ajith Abraham
2012	J	`jnl`	Social and swarm aspects of co-authorship network. Log. J. IGPL Milos Kudelka, Zdenek Horak, Václav Snásel, Pavel Krömer, Jan Platos, Ajith Abraham
2012	—	`conf`	Spam detection using compression and PSO. CASoN Michal Prilepok, Tomás Jezowicz, Jan Platos, Václav Snásel
2012	—	`conf`	The Bayesian Spam Filter with NCD. DATESO Michal Prilepok, Jan Platos, Václav Snásel, Eyas El-Qawasmeh
2011	—	`conf`	A comparison of many-threaded differential evolution and genetic algorithms on CUDA. NaBIC Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham
2011	—	`conf`	An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU. HAIS (1) Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham
2011	—	`conf`	Automatic Localization and Boundary Detection of Retina in Images Using Basic Image Processing Filters. IHCI Omar S. Soliman, Jan Platos, Aboul Ella Hassanien, Václav Snásel
2011	B	`conf`	Differential evolution for the linear ordering problem implemented on CUDA. IEEE Congress on Evolutionary Computation Pavel Krömer, Jan Platos, Václav Snásel
2011	—	`ed.`	Digital Information Processing and Communications - International Conference , ICDIPC 2011, Ostrava, Czech Republic, July 7-9, 2011, Proceedings, Part I ICDIPC (1) Václav Snásel, Jan Platos, Eyas El-Qawasmeh
2011	—	`ed.`	Digital Information Processing and Communications - International Conference, ICDIPC 2011, Ostrava, Czech Republic, July 7-9, 2011, Proceedings, Part II ICDIPC (2) Václav Snásel, Jan Platos, Eyas El-Qawasmeh
2011	—	`ch.`	Evolving Schedules of Independent Tasks by Differential Evolution. Intelligent Networking, Collaborative Systems and Applications Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham, Hesam Ezakian
2011	—	`conf`	Evolving alphabet using genetic algorithms. NaBIC Jan Platos, Pavel Krömer
2011	B	`conf`	Fuzzy classification by evolutionary algorithms. SMC Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham
2011	—	`conf`	GPU Based Parallelism for Self-Organizing Map. IHCI Petr Gajdos, Jan Platos
2011	—	`conf`	Genetic search for quasigroups with heterogeneous power sequences. NaBIC Eliska Ochodkova, Pavel Krömer, Jiri Dvorský, Jan Platos, Ajith Abraham, Václav Snásel
2011	—	`conf`	Genetically Evolved Fuzzy Predictor for Photovoltaic Power Output Estimation. INCoS Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham, Lukás Prokop, Stanislav Misák
2011	—	`conf`	Heavy facilities tension prediction using Flexible Neural Trees. SoCPaR Tomás Novosád, Jan Platos, Václav Snásel, Ajith Abraham, Petr Fiala
2011	—	`conf`	Learning Patterns from Data by an Evolutionary-Fuzzy Approach. SOCO Pavel Krömer, Václav Snásel, Jan Platos
2011	A	`conf`	Many-threaded implementation of differential evolution for the CUDA platform. GECCO Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham
2011	C	`conf`	Optimizing alphabet using genetic algorithms. ISDA Jan Platos, Pavel Krömer
2011	—	`conf`	Reducing Alphabet Using Genetic Algorithms. ICDIPC (2) Jan Platos, Pavel Krömer
2011	—	`conf`	Simple Rules for Syllabification of Arabic Texts. ICDIPC (1) Hussein Soori, Jan Platos, Václav Snásel, Hussam M. Dahwa Abdulla
2011	—	`conf`	Simple Stemming Rules for Arabic Language. IHCI Hussein Soori, Jan Platos, Václav Snásel
2011	C	`conf`	Tension estimation by fuzzy predictors in heavy facilities. HIS Jan Platos, Václav Snásel, Pavel Krömer, Petr Fiala
2011	—	`conf`	Tension prediction by using ANN and SOM in heavy facilities. NaBIC Petr Gajdos, Jan Platos, Petr Fiala
2011	C	`conf`	Towards the analysis of co-authorship networks by iterative spectral partitioning. ISDA Václav Snásel, Pavel Krömer, Jan Platos
2011	—	`conf`	Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting. AWIC Václav Snásel, Pavel Krömer, Jan Platos, Milos Kudelka, Zdenek Horak, Katarzyna Wegrzyn-Wolska
2010	C	`conf`	Data mining using NMF and generalized matrix inverse. ISDA Pavel Krömer, Jan Platos, Václav Snásel
2010	C	`conf`	Evolutionary improvement of search queries and its parameters. HIS Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham
2010	Misc	`conf`	Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach. CISIS Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham
2010	—	`conf`	Evolving Quasigroups by Genetic Algorithms. DATESO Václav Snásel, Jiri Dvorský, Eliska Ochodkova, Pavel Krömer, Jan Platos, Ajith Abraham
2010	—	`conf`	Fast Dimension Reduction Based on NMF. ISICA (1) Pavel Krömer, Jan Platos, Václav Snásel
2010	—	`conf`	Fast Fibonacci Encoding Algorithm. DATESO Jirí Walder, Michal Krátký, Jan Platos
2010	C	`conf`	Fast intrusion detection system based on Flexible Neural Tree. IAS Tomás Novosád, Jan Platos, Václav Snásel, Ajith Abraham
2010	—	`conf`	Genetic Algorithms Evolving Quasigroups with Good Pseudorandom Properties. ICCSA (3) Václav Snásel, Jiri Dvorský, Eliska Ochodkova, Pavel Krömer, Jan Platos, Ajith Abraham
2010	—	`conf`	Interleaver optimization by population based metaheuristics. NaBIC Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane, Ajith Abraham
2010	C	`conf`	Iris recognition on GPU with the usage of Non-Negative Matrix Factorization. ISDA Petr Gajdos, Jan Platos, Pavel Moravec
2010	—	`conf`	Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU. CISIM Jan Platos, Petr Gajdos
2010	—	`conf`	Non-negative Matrix Factorization on GPU. NDT (1) Jan Platos, Petr Gajdos, Pavel Krömer, Václav Snásel
2010	C	`conf`	Scaling IDS construction based on Non-negative Matrix factorization using GPU computing. IAS Jan Platos, Pavel Krömer, Václav Snásel, Ajith Abraham
2010	C	`conf`	Search personalization in hyperlinked environments by relevance propagation and ant colony optimization. HIS Pavel Krömer, Václav Snásel, Jan Platos, Suhail S. J. Owais
2010	—	`conf`	The Evolution of Fuzzy Classifier for Data Mining with Applications. SEAL Václav Snásel, Pavel Krömer, Jan Platos, Ajith Abraham
2010	C	`conf`	Towards intrusion detection by information retrieval and genetic programming. IAS Pavel Krömer, Jan Platos, Václav Snásel, Ajith Abraham
2010	—	`ch.`	User Profiles Modeling in Information Retrieval Systems. Emergent Web Intelligence Václav Snásel, Ajith Abraham, Suhail S. J. Owais, Jan Platos, Pavel Krömer
2009	C	`conf`	Detecting Insider Attacks Using Non-negative Matrix Factorization. IAS Jan Platos, Václav Snásel, Pavel Krömer, Ajith Abraham
2009	—	`conf`	Differential Evolution and Genetic Algorithms for the Linear Ordering Problem. KES (1) Václav Snásel, Pavel Krömer, Jan Platos
2009	—	`ch.`	Genetic Algorithms for the Use in Combinatorial Problems. Foundations of Computational Intelligence (3) Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane
2009	—	`conf`	Hash Functions Based on Large Quasigroups. ICCS (1) Václav Snásel, Ajith Abraham, Jiri Dvorský, Pavel Krömer, Jan Platos
2009	—	`conf`	Modeling Permutations for Genetic Algorithms. SoCPaR Pavel Krömer, Jan Platos, Václav Snásel
2009	—	`conf`	On turbo code interleavers optimized by bit error rate evolution and free distance evolution. ICUMT Pavel Krömer, Václav Snásel, Jan Platos, Nabil Ouddane
2009	—	`conf`	Optimization of Turbo Codes by Differential Evolution and Genetic Algorithms. HIS (3) Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham
2009	—	`ch.`	Optimizing Information Retrieval Using Evolutionary Algorithms and Fuzzy Inference System. Foundations of Computational Intelligence (4) Václav Snásel, Ajith Abraham, Suhail S. J. Owais, Jan Platos, Pavel Krömer
2009	—	`conf`	Scheduling Independent Tasks on Heterogeneous Distributed Environments by Differential Evolution. INCoS Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham, Hesam Izakian
2009	—	`conf`	Searching for Quasigroups for Hash Functions with Genetic Algorithms. NaBIC Václav Snásel, Ajith Abraham, Jiri Dvorský, Eliska Ochodkova, Jan Platos, Pavel Krömer
2008	—	`conf`	Comparing Query Similarity Measures for Collaborative Web Search. ISDA (2) Pavel Krömer, Václav Snásel, Jan Platos
2008	J	`jnl`	Compression of small text files. Adv. Eng. Informatics Jan Platos, Václav Snásel, Eyas El-Qawasmeh
2008	—	`conf`	Developing Genetic Algorithms for Boolean Matrix Factorization. DATESO Václav Snásel, Jan Platos, Pavel Krömer
2008	—	`conf`	Evolutionary Approaches to Linear Ordering Problem. DEXA Workshops Václav Snásel, Pavel Krömer, Jan Platos
2008	—	`conf`	Evolving feasible linear ordering problem solutions. CSTST Pavel Krömer, Václav Snásel, Jan Platos
2008	—	`conf`	Genetic Algorithms Searching for Turbo Code Interleaver and Solving Linear Ordering Problem. CISIM Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane
2008	—	`conf`	Genetic Algorithms for Better Turbo Codes. DEXA Workshops Václav Snásel, Jan Platos, Pavel Krömer, Nabil Ouddane
2008	—	`conf`	Implementing Boolean Matrix Factorization. ICANN (1) Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov
2008	C	`conf`	Implicit User Modelling Using Hybrid Meta-Heuristics. HIS Pavel Krömer, Václav Snásel, Jan Platos, Ajith Abraham
2008	—	`conf`	Investigating Query Similarity Measures for Collaborative Web Search. CISIM Pavel Krömer, Václav Snásel, Jan Platos
2008	C	`conf`	Matrix Factorization Approach for Feature Deduction and Design of Intrusion Detection Systems. IAS Václav Snásel, Jan Platos, Pavel Krömer, Ajith Abraham
2008	—	`conf`	On Genetic Algorithms for Boolean Matrix Factorization. ISDA (2) Václav Snásel, Jan Platos, Pavel Krömer
2008	—	`conf`	On the Implementation of Boolean Matrix Factorization. DEXA Workshops Václav Snásel, Pavel Krömer, Jan Platos, Dusan Húsek
2008	—	`conf`	Optimizing Turbo Codes Free distance Computation Garello's method by Genetic Algorithms. GEM Nabil Ouddane, Pavel Krömer, Václav Snásel, Jan Platos
2008	—	`conf`	Tensor Decomposition for 3D Bars Problem. CISIM Jan Platos, Jana Kocibova, Pavel Krömer, Pavel Moravec, Václav Snásel
2008	—	`conf`	Tensor Decomposition for 3D Bars Problem. DATESO Jan Platos, Jana Kocibova, Pavel Krömer, Pavel Moravec, Václav Snásel
2008	J	`jnl`	Word-Based Text Compression CoRR Jan Platos, Jiri Dvorský
2007	—	`conf`	Implicit User Modelling for Query Optimization. DEXA Workshops Pavel Krömer, Václav Snásel, Jan Platos, Suhail S. J. Owais
2007	C	`conf`	Implicit User Modelling for Web Search Improvement. ISDA Pavel Krömer, Václav Snásel, Jan Platos, Suhail S. J. Owais
2007	—	`conf`	Optimizing Interleaver for Turbo Codes by Genetic Algorithms. ICTAI (1) Pavel Krömer, Václav Snásel, Jan Platos, Nabil Ouddane
2007	Misc	`conf`	Strategy Description for Mobile Embedded Control Systems Exploiting the Multi-agent Technology. International Conference on Computational Science (2) Vilém Srovnal, Bohumil Horák, Václav Snásel, Jan Martinovic, Pavel Krömer, Jan Platos
2007	J	`jnl`	The Fast Fibonacci Decompression Algorithm CoRR Radim Baca, Václav Snásel, Jan Platos, Michal Krátký, Eyas El-Qawasmeh