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2025

2024

Analysis on fetal phonocardiography segmentation problem by hybridized classifierLingping Kong 0001, Katerina Barnova, Rene Jaros, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan 0001, Radek Martinek. eaai, 135:108621, 2024. [doi]

An activity level based surrogate-assisted evolutionary algorithm for many-objective optimizationJeng-Shyang Pan 0001, An-Ning Zhang, Shu-Chuan Chu, Jia Zhao 0001, Václav Snásel. asc, 164:111967, 2024. [doi]

New feature attribution method for explainable aspect-based sentiment classificationJeng-Shyang Pan 0001, Gui-Ling Wang, Shu-Chuan Chu, Dongqiang Yang, Václav Snásel. kbs, 304:112550, 2024. [doi]

Security Assessment of Hierarchical Federated Deep LearningDuaa S. Alqattan, Rui Sun, Huizhi Liang, Guiseppe Nicosia, Václav Snásel, Rajiv Ranjan 0001, Varun Ojha 0001. icann 2024: 202-217 [doi]

DWSR: an architecture optimization framework for adaptive super-resolution neural networks based on meta-heuristicsShu-Chuan Chu, Zhi-Chao Dou, Jeng-Shyang Pan 0001, Lingping Kong 0001, Václav Snásel, Junzo Watada. air, 57(2):23, February 2024. [doi]

A brief review on quantum computing based drug designPoulami Das, Avishek Ray, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Leo Mrsic, Tingwen Huang, Ivan Zelinka. widm, 14(6), 2024. [doi]

A quantum inspired differential evolution algorithm for automatic clustering of real life datasetsAlokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel. mta, 83(3):8469-8498, January 2024. [doi]

A hierarchical overlapping community detection method based on closed trail distance and maximal cliquesPavla Drázdilová, Petr Prokop, Jan Platos, Václav Snásel. isci, 662:120271, 2024. [doi]

Automatic Hyperspectral Image Clustering Using Qutrit Differential EvolutionTulika Dutta, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi, Jan Platos, Václav Snásel. swarm 2024: 280-294 [doi]

New approaches for mining high utility itemsets with multiple utility thresholdsBao Huynh, N. T. Tung, Trinh D. D. Nguyen, Cuong Trinh, Václav Snásel, Loan T. T. Nguyen. apin, 54(1):767-790, January 2024. [doi]

Unraveling human social behavior motivations via inverse reinforcement learning-based link predictionXin Jiang, Hongbo Liu 0001, Liping Yang, Bo Zhang 0045, Tomas E. Ward, Václav Snásel. computing, 106(6):1963-1986, June 2024. [doi]

Spiral-refraction mutation prairie dog algorithm: Optimization framework for engineering design of interconnected multimachine power systemRizk Masoud Rizk-Allah, Václav Snásel, Davut Izci, Serdar Ekinci. asc, 165:112036, 2024. [doi]

A generalization of multi-source fusion-based framework to stock selectionVáclav Snásel, Juan D. Velásquez 0001, Millie Pant, Dimitrios Georgiou, Lingping Kong 0001. inffus, 102:102018, February 2024. [doi]

A review of in-memory computing for machine learning: architectures, optionsVáclav Snásel, Tran Khanh Dang, Josef Küng, Lingping Kong 0001. ijwis, 20(1):24-47, 2024. [doi]

Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural networkVáclav Snásel, Martin Stepnicka, Varun Ojha 0001, Ponnuthurai Nagaratnam Suganthan, Ruobin Gao, Lingping Kong 0001. inffus, 102:102067, February 2024. [doi]

A rankability-based fuzzy decision making procedure for oil supplier selectionVáclav Snásel, Irina Perfilieva, Meenu Singh, Millie Pant, Zahra Alijani, Lingping Kong 0001. asc, 149(Part A):110956, December 2024. [doi]

Correction: Web service location‑allocation using discrete NSGA‑II with matrix based genetic operations and a repair mechanismShanu Verma, Millie Pant, Václav Snásel. jaihc, 15(1):797-798, January 2024. [doi]

Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimizationXiaopeng Wang, Václav Snásel, Seyedali Mirjalili, Jeng-Shyang Pan 0001, Lingping Kong 0001, Hisham A. Shehadeh. kbs, 295:111737, 2024. [doi]

2023

Low-rank and global-representation-key-based attention for graph transformerLingping Kong 0001, Varun Ojha 0001, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan, Václav Snásel. isci, 642:119108, 2023. [doi]

A survey on binary metaheuristic algorithms and their engineering applicationsJeng-Shyang Pan 0001, Pei Hu, Václav Snásel, Shu-Chuan Chu. air, 56(7):6101-6167, 2023. [doi]

Analysis on population-based algorithm optimized filter for non-invasive fECG extractionLingping Kong 0001, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan 0001, Akshaya Raj, Radana Kahankova, Radek Martinek. asc, 142:110323, 2023. [doi]

Self-Adaptive Spherical Search With a Low-Precision Projection Matrix for Real-World OptimizationAbhishek Kumar 0010, Swagatam Das, Lingping Kong 0001, Václav Snásel. tcyb, 53(7):4107-4121, 2023. [doi]

A pre-trained convolutional neural network with optimized capsule networks for chest X-rays COVID-19 diagnosisLobna M. Abouelmagd, Ashraf Darwish, Václav Snásel, Aboul Ella Hassanien. cluster, 26(2):1389-1403, April 2023. [doi]

Implementation of artificial intelligence and machine learning-based methods in brain-computer interactionKaterina Barnova, Martina Mikolasova, Radana Kahankova, Rene Jaros, Aleksandra Kawala-Sterniuk, Václav Snásel, Seyedali Mirjalili, Mariusz Pelc, Radek Martinek. cbm, 163:107135, September 2023. [doi]

Digital Restoration of Cultural Heritage With Data-Driven Computing: A SurveyArkaprabha Basu, Sandip Paul, Sreeya Ghosh, Swagatam Das, Bhabatosh Chanda, Chakravarthy Bhagvati, Václav Snásel. access, 11:53939-53977, 2023. [doi]

Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problemsQuang-Thinh Bui, My-Phuong Ngo, Václav Snásel, Witold Pedrycz, Bay Vo. eaai, 122:106026, 2023. [doi]

Automatic clustering of colour images using quantum inspired meta-heuristic algorithmsAlokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel. apin, 53(9):9823-9845, May 2023. [doi]

Retinal Vessel Segmentation by U-Net with VGG-16 Backbone on Patched Images with Smooth BlendingMartin Hasal, Marek Pecha, Jana Nowaková, Daniel Hernández-Sosa, Václav Snásel, Juraj Timkovic. incos 2023: 465-474 [doi]

Enhancing Anchor Link Prediction in Information Networks through Integrated Embedding TechniquesVan-Vang Le, Phu Pham, Václav Snásel, Unil Yun, Bay Vo. isci, 645:119331, October 2023. [doi]

Minimizing cost for influencing target groups in social network: A model and algorithmic approachPhuong N. H. Pham, Canh V. Pham, Hieu V. Duong, Václav Snásel, Trung Thanh Nguyen 0004. comcom, 212:182-197, December 2023. [doi]

A PCA-based fuzzy tensor evaluation model for multiple-criteria group decision makingMeenu Singh, Millie Pant, Lingping Kong 0001, Zahra Alijani, Václav Snásel. asc, 132:109753, 2023. [doi]

Guided golden jackal optimization using elite-opposition strategy for efficient design of multi-objective engineering problemsVáclav Snásel, Rizk Masoud Rizk-Allah, Aboul Ella Hassanien. nca, 35(28):20771-20802, October 2023. [doi]

Weighted mean of vectors optimization algorithm and its application in designing the power system stabilizerVáclav Snásel, Rizk Masoud Rizk-Allah, Davut Izci, Serdar Ekinci. asc, 136:110085, March 2023. [doi]

Combining Social Relations and Interaction Data in Recommender System With Graph Convolution Collaborative FilteringTin T. Tran, Václav Snásel, Loc Tan Nguyen. access, 11:139759-139770, 2023. [doi]

Web service location-allocation using discrete NSGA-II with matrix based genetic operations and a repair mechanismShanu Verma, Millie Pant, Václav Snásel. jaihc, 14(10):14163-14187, October 2023. [doi]

FTKHUIM: A Fast and Efficient Method for Mining Top-K High-Utility ItemsetsVinh V. Vu, Mi T. H. Lam, Thuy T. M. Duong, Ly T. Manh, Thuy T. T. Nguyen, Le V. Nguyen, Unil Yun, Václav Snásel, Bay Vo. access, 11:104789-104805, 2023. [doi]

Intra- and All-Day PV Power Forecasting Using Expansion PDE Models Composed of the L-Transform Components in Nodes of Step-by-Step Evolved Polynomial Binary-NetsLadislav Zjavka, Václav Snásel. iwann 2023: 678-689 [doi]

Photovoltaic Power 24-hour Predictions Using PDE Component Models Based on the L-Transform Conversion Produced in Node-by-Node Evolved Binomial NetworksLadislav Zjavka, Václav Snásel. incos 2023: 79-89 [doi]

2022

CSS-A Cheap-Surrogate-Based Selection Operator for Multi-objective OptimizationLingping Kong 0001, Abhishek Kumar, Václav Snásel, Swagatam Das, Pavel Krömer, Varun Ojha 0001. bioma 2022: 54-68 [doi]

Gannet optimization algorithm : A new metaheuristic algorithm for solving engineering optimization problemsJeng-Shyang Pan 0001, Li-Gang Zhang, Ruobin Wang, Václav Snásel, Shu-Chuan Chu. mcs, 202:343-373, 2022. [doi]

Information Hiding Based on Two-Level Mechanism and Look-Up Table ApproachJeng-Shyang Pan 0001, Xiao-Xue Sun, Hong-Mei Yang, Václav Snásel, Shu-Chuan Chu. symmetry, 14(2):315, 2022. [doi]

The Sequence of Neutrosophic Soft Sets and a Decision-Making Problem in Medical DiagnosisQuang-Thinh Bui, My-Phuong Ngo, Václav Snásel, Witold Pedrycz, Bay Vo. ijfs, 24(4):2036-2053, 2022. [doi]

Oblique and rotation double random forestM. A. Ganaie, Muhammad Tanveer 0001, Ponnuthurai N. Suganthan, Václav Snásel. NN, 153:496-517, 2022. [doi]

Hybrid algorithm optimization for coverage problem in wireless sensor networksHan-Dong Jia, Shu-Chuan Chu, Pei Hu, Lingping Kong 0001, Xiaopeng Wang, Václav Snásel, Tongbang Jiang, Jeng-Shyang Pan 0001. telsys, 80(1):105-121, 2022. [doi]

Dynamic Arithmetic Optimization Algorithm for Truss Optimization Under Natural Frequency ConstraintsNima Khodadadi, Václav Snásel, Seyedali Mirjalili. access, 10:16188-16208, 2022. [doi]

An Archive-Based Multi-Objective Arithmetic Optimization Algorithm for Solving Industrial Engineering ProblemsNima Khodadadi, Laith Abualigah, El-Sayed M. El-Kenawy, Václav Snásel, Seyedali Mirjalili. access, 10:106673-106698, 2022. [doi]

Novel Random Key Encoding Schemes for the Differential Evolution of Permutation ProblemsPavel Krömer, Vojtech Uher, Václav Snásel. tec, 26(1):43-57, 2022. [doi]

Improved spherical search with local distribution induced self-adaptation for hard non-convex optimization with and without constraintsAbhishek Kumar, Swagatam Das, Václav Snásel. isci, 615:604-637, 2022. [doi]

Subgraph mining in a large graph: A reviewLam B. Q. Nguyen, Ivan Zelinka, Václav Snásel, Loan T. T. Nguyen, Bay Vo. widm, 12(4), 2022. [doi]

Predictive intelligence in evaluation of visual perception thresholds for visual pattern recognition and understandingUrszula Ogiela, Václav Snásel. ipm, 59(2):102865, 2022. [doi]

Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS)Apostolos N. Papadopoulos, Richard Chbeir, Jan Platos, Václav Snásel. www, 25(6):2297-2301, 2022. [doi]

k-Submodular Cover Problem: Application and AlgorithmsPhuong N. H. Pham, Quy T. N. Co, Anh N. Su, Phuong T. Pham, Canh V. Pham, Václav Snásel. soict 2022: 442-449 [doi]

On a Novel Hybrid Manta Ray Foraging Optimizer and Its Application on Parameters Estimation of Lithium-Ion BatteryRizk Masoud Rizk-Allah, Mohamed I. Zineldin, Abd Allah A. Mousa, Sayed Abdel-Khalek, Mohamed S. Mohamed, Václav Snásel. ijcisys, 15(1):62, 2022. [doi]

Genetic Algorithm-enhanced Rank aggregation model to measure the performance of Pulp and Paper IndustriesMeenu Singh, Millie Pant, Saumya Diwan, Václav Snásel. candie, 172(Part):108548, 2022. [doi]

In-Memory Computing Architectures for Big Data and Machine Learning ApplicationsVáclav Snásel, Tran Khanh Dang, Phuong N. H. Pham, Josef Küng, Lingping Kong 0001. fdse 2022: 19-33 [doi]

Improvement Graph Convolution Collaborative Filtering with Weighted Addition InputTin T. Tran, Václav Snásel. aciids 2022: 635-647 [doi]

A Balanced Squad for Indian Premier League Using Modified NSGA-IIShanu Verma, Vivekanand Pandey, Millie Pant, Václav Snásel. access, 10:100463-100477, 2022. [doi]

Impact of chaotic dynamics on the performance of metaheuristic optimization algorithms: An experimental analysisIvan Zelinka, Quoc Bao Diep, Václav Snásel, Swagatam Das, Giacomo Innocenti, Alberto Tesi, Fabio Schoen, Nikolay V. Kuznetsov. isci, 587:692-719, 2022. [doi]

2021

System for adaptive extraction of non-invasive fetal electrocardiogramKaterina Barnova, Radek Martinek, Rene Jaros, Radana Kahankova, Khosrow Behbehani, Václav Snásel. asc, 113(Part):107940, 2021. [doi]

Design Optimization of Water Distribution Networks through a Novel Differential EvolutionBilal, Millie Pant, Václav Snásel. access, 9:16133-16151, 2021. [doi]

SFCM: A Fuzzy Clustering Algorithm of Extracting the Shape Information of DataQuang-Thinh Bui, Bay Vo, Václav Snásel, Witold Pedrycz, Tzung-Pei Hong, Ngoc Thanh Nguyen, Mu-Yen Chen. tfs, 29(1):75-89, 2021. [doi]

Quantum inspired meta-heuristic approaches for automatic clustering of colour imagesAlokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel. ijis, 36(9):4852-4901, 2021. [doi]

Chatbots: Security, privacy, data protection, and social aspectsMartin Hasal, Jana Nowaková, Khalifa Ahmed Saghair, Hussam M. Dahwa Abdulla, Václav Snásel, Lidia Ogiela. concurrency, 33(19), 2021. [doi]

Fast Hybrid Data Structure for a Large Alphabet K-Mers Indexing for Whole Genome AlignmentRostislav Hrivnák, Petr Gajdos, Václav Snásel. access, 9:161890-161897, 2021. [doi]

Mining colossal patterns with length constraintsTuong Le, Thanh-Long Nguyen, Bao Huynh, Hung Nguyen, Tzung-Pei Hong, Václav Snásel. apin, 51(12):8629-8640, 2021. [doi]

A Method for Closed Frequent Subgraph Mining in a Single Large GraphLam B. Q. Nguyen, Loan T. T. Nguyen, Ivan Zelinka, Václav Snásel, Hung Son Nguyen, Bay Vo. access, 9:165719-165733, 2021. [doi]

Multi-Swarm Optimization for Extracting Multiple-Choice Tests From Question BanksTram Nguyen, Loan T. T. Nguyen, Toan Bui, Ho Dac Loc, Witold Pedrycz, Václav Snásel, Bay Vo. access, 9:32131-32148, 2021. [doi]

Multiple-objective optimization applied in extracting multiple-choice testsTram Nguyen, Toan Bui, Hamido Fujita, Tzung-Pei Hong, Ho Dac Loc, Václav Snásel, Bay Vo. eaai, 105:104439, 2021. [doi]

Streaming Algorithm for Submodular Cover Problem Under NoiseBich-Ngan T. Nguyen, Phuong N. H. Pham, Canh V. Pham, Anh N. Su, Václav Snásel. rivf 2021: 1-6 [doi]

Intelligent and semantic threshold schemes for security in cloud computingLidia Ogiela, Václav Snásel. concurrency, 33(2), 2021. [doi]

Towards human-oriented solutions for deep semantic data analysisLidia Ogiela, Václav Snásel. concurrency, 33(19), 2021. [doi]

Threshold Benefit for Groups Influence in Online Social NetworksPhuong N. H. Pham, Bich-Ngan T. Nguyen, Quy T. N. Co, Canh Pham, Václav Snásel. fdse 2021: 53-67 [doi]

Efficient Algorithm for Multiple Benefit Thresholds Problem in Online Social NetworksPhuong N. H. Pham, Bich-Ngan T. Nguyen, Canh V. Pham, Nghia D. Nghia, Václav Snásel. rivf 2021: 1-6 [doi]

Population data mobility retrieval at territory of Czechia in pandemic COVID-19 periodJan Platos, Pavel Krömer, Miroslav Voznák, Václav Snásel. concurrency, 33(23), 2021. [doi]

Evolutionary Multi-level Thresholding for Breast Thermogram SegmentationArti Tiwari, Kamanasish Bhattacharjee, Millie Pant, Jana Nowaková, Václav Snásel. incos 2021: 253-263 [doi]

COVID-19 Contact Tracing and Detection-Based on Blockchain TechnologyMohamed Torky, Essam Goda, Václav Snásel, Aboul Ella Hassanien. informatics, 8(4):72, 2021. [doi]

A Comprehensive Review on NSGA-II for Multi-Objective Combinatorial Optimization ProblemsShanu Verma, Millie Pant, Václav Snásel. access, 9:57757-57791, 2021. [doi]

A two-phase quasi-affine transformation evolution with feedback for parameter identification of photovoltaic modelsXiaopeng Wang, Shu-Chuan Chu, Václav Snásel, Lingping Kong, Jeng-Shyang Pan 0001, Hisham A. Shehadeh. asc, 113(Part):107978, 2021. [doi]

2020

A GaN-Based Wireless Power and Information Transmission Method Using Dual-Frequency Programmed Harmonic ModulationJie Wu 0007, Yuegong Li, Nan Jin, Wei Deng, Houjun Tang, Václav Snásel. access, 8:49848-49856, 2020. [doi]

Industry 4.0: Quo Vadis?Ajith Abraham, Edward Au, Alécio Binotto, Laura García-Hernández, Vladimír Marík, Félix Gómez Mármol, Václav Snásel, Thomas I. Strasser, Wolfgang Wahlster. eaai, 87, 2020. [doi]

Colonoscopy contrast-enhanced by intuitionistic fuzzy soft sets for polyp cancer localizationBiswajit Biswas, Siddhartha Bhattacharyya, Amlan Chakrabarti, Kashi Nath Dey, Jan Platos, Václav Snásel. asc, 95:106492, 2020. [doi]

Chest X-ray enhancement to interpret pneumonia malformation based on fuzzy soft set and Dempster-Shafer theory of evidenceBiswajit Biswas, Swarup Kr Ghosh, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Amlan Chakrabarti. asc, 86, 2020. [doi]

F-Mapper: A Fuzzy Mapper clustering algorithmQuang-Thinh Bui, Bay Vo, Hoang-Anh Nguyen Do, Nguyen Quoc Viet Hung, Václav Snásel. kbs, 189, 2020. [doi]

Novel quantum inspired approaches for automatic clustering of gray level images using Particle Swarm Optimization, Spider Monkey Optimization and Ageist Spider Monkey Optimization algorithmsAlokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel. asc, 88:106040, 2020. [doi]

Towards Faster Matching Algorithm Using Ternary Tree in the Area of Genome MappingRostislav Hrivnák, Petr Gajdos, Václav Snásel. incos 2021: 413-424 [doi]

D-Matrix: A Novel Ranking Procedure for Prioritizing Data ItemsLingping Kong, Václav Snásel, Swagatam Das. access, 8:145843-145861, 2020. [doi]

Solving the single row facility layout problem by differential evolutionPavel Krömer, Jan Platos, Václav Snásel. gecco 2020: 210-218 [doi]

Self-organizing Migrating Algorithm for the Single Row Facility Layout ProblemPavel Krömer, Jan Platos, Václav Snásel. cec 2020: 1-8 [doi]

Differential evolution for the optimization of low-discrepancy generalized Halton sequencesPavel Krömer, Jan Platos, Václav Snásel. swevo, 54:100649, 2020. [doi]

Anchor Link Prediction in Online Social Network Using Graph Embedding and Binary ClassificationVang V. Le, Tin T. Tran, Phuong N. H. Pham, Václav Snásel. iccci 2020: 229-240 [doi]

Py_ape: Text Data Acquiring, Extracting, Cleaning and Schema Matching in PythonBich-Ngan T. Nguyen, Phuong N. H. Pham, Vu-Thanh Nguyen, Phan Quoc Viet, Le Dinh Tuan, Václav Snásel. fdse 2020: 78-89 [doi]

Fast and scalable algorithms for mining subgraphs in a single large graphLam B. Q. Nguyen, Bay Vo, Ngoc-Thao Le, Václav Snásel, Ivan Zelinka. eaai, 90:103539, 2020. [doi]

Preprocessing COVID-19 Radiographic Images by Evolutionary Column Subset SelectionJana Nowaková, Pavel Krömer, Jan Platos, Václav Snásel. incos 2021: 425-436 [doi]

Community Detection in Complex Networks Using Algorithms Based on K-Means and EntropyPhuong N. H. Pham, Vang V. Le, Václav Snásel. iccci 2020: 241-251 [doi]

Clustering and Closure Coefficient Based on k-CT ComponentsPetr Prokop, Václav Snásel, Pavla Drázdilová, Jan Platos. access, 8:101145-101152, 2020. [doi]

JPEG steganography with particle swarm optimization accelerated by AVXVáclav Snásel, Pavel Krömer, Jakub Safarik, Jan Platos. concurrency, 32(8), 2020. [doi]

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