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I

Ivan Izonin

Lviv Polytechnic National University

26H指数
166论文数
2.6K被引数
收录论文 32
发表时间
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GateTS: Versatile and efficient forecasting via attention-inspired routed mixture-of-expertsGateTS：通过受注意力机制启发的路由专家混合进行通用且高效的预测
errNeurocomputing
IF6.5
err2026-09-14
err0
errOAAI
errKyrylo Yemets; Mykola Lukashchuk; Ivan Izonin
err分享
err收藏
Roadmap: Integrating artificial intelligence in structural health monitoring systemsLaflamme, S.; Blasch, E.; Ubertini, F.; Liu, Z.; Wertz, J.; Knott, C.; Cherry, M.; Lindgren, E.; Chang, F.K.; Kumar, A.; 等. 路线图：将人工智能集成到结构健康监测系统中. Meas. Sci. Technol. 2026, 37, 103001. [Google Scholar] [CrossRef]
errMeasurement Science and Technology
IF3.4
err2026-03-13
err0
PREAI
errLaflamme, Simon; Blasch, Erik; Ubertini, Filippo; Liu, Zheng; Wertz, John; Knott, Christine; Cherry, Matthew; Lindgren, Eric; Chang, Fu-Kuo; Kumar, Amrita; Poole, Jack; Worden, Keith; Downey, Austin; Wei, Jie; Musgrave, Patrick F.; Wong, Adrian S.; Quaranta, Giuseppe; Rosso, Marco Martino; Marano, Giuseppe Carlo; Chen, Yu; Ardiles-Cruz, Erika; Soleimani-Babakamali, Mohammad Hesam; Avci, Onur; Inman, Daniel J.; Taciroglu, Ertugrul; Dodson, Jacob; Chen, Genda; Meng, Wei; Zhu, Chang; Liu, Zemin; Zuo, Jie; Liu, Quan; Khan, Sadik; Hu, Chao; Hu, Zhen; Cicirello, Alice; Cross, Elizabeth; Chatzi, Eleni; Weng, Yang; Yuan, Jingyi; Wen, Song; Han, Ligong; Metaxas, Dimitris; Tronci, Eleonora Maria; Moaveni, Babak; Chen, Qian; Ng, Ming Shan; Hackl, Jurgen; Chen, Genshe; Wei, Sixiao; Mitoulis, Stergios-Aristoteles; Izonin, Ivan; Uva, Giuseppina; Ruggieri, Sergio; Mao, Zhu; Kiranyaz, Serkan; Devecioglu, Ozer Can; Gabbouj, Moncef; Mohammadi, Javad
err分享
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Nature-inspired swarm optimization paradigms for securing semantic web frameworks against DDoS attacks: a computational approach受自然启发的群优化范式：用于防御语义网络框架中的DDoS攻击：一种计算方法
errSCIENTIFIC REPORTS
IF3.9
err2025-11-07
err0
errOAAI
errGanguli, Chirag; Shandilya, Shishir Kumar; Izonin, Ivan; Hentosh, Lesia
err分享
err收藏
Bridge damage characterisation using machine learning: methods and advances基于机器学习的桥梁损伤表征：方法与进展
errResults in Engineering
IF7.9
err2025-09-08
err0
errOAAI
errFrancesco Pentassuglia; Ivan Izonin; Stergios-Aristoteles Mitoulis
err分享
err收藏
Enhancing the FFT-LSTM Time-Series Forecasting Model via a Novel FFT-Based Feature Extraction-Extension Scheme通过一种新颖的基于FFT的特征提取扩展方案增强fft-lstm时间序列预测模型
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2025-02-08
err0
errOAAI
errYemets, Kyrylo; Izonin, Ivan; Dronyuk, Ivanna
err分享
err收藏
Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features Extraction基于自适应变压器神经网络和FFT特征提取的时间序列预测模型
errSENSORS
IF3.5
err2025-01-23
err0
errOAAI
errYemets, Kyrylo; Izonin, Ivan; Dronyuk, Ivanna
err分享
err收藏
Enhanced ANN-based ensemble method for bridge damage characterization using limited dataset基于有限数据集的基于增强神经网络的桥梁损伤表征方法
errSCIENTIFIC REPORTS
IF3.9
err2024-10-17
err0
errOAAI
errIzonin, Ivan; Nesterenko, Illia; Kazantzi, Athanasia K.; Tkachenko, Roman; Muzyka, Roman; Mitoulis, Stergios Aristoteles
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err收藏
Synthesis of Convolutional Neural Network architectures for biomedical image classification
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-09-01
err6
PREAI
errBerezsky, Oleh; Liashchynskyi, Petro; Pitsun, Oleh; Izonin, Ivan
err分享
err收藏
GRNN-based cascade ensemble model for non-destructive damage state identification: small data approach
errENGINEERING WITH COMPUTERS
IF4.9
err2024-08-21
err3
errOAAI
errIzonin, Ivan; Kazantzi, Athanasia K.; Tkachenko, Roman; Mitoulis, Stergios-Aristoteles
err分享
err收藏
A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis
errSENSORS
IF3.5
err2024-07-23
err2
errOAAI
errIzonin, Ivan; Muzyka, Roman; Tkachenko, Roman; Dronyuk, Ivanna; Yemets, Kyrylo; Mitoulis, Stergios-Aristoteles
err分享
err收藏
An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis
errSCIENTIFIC REPORTS
IF3.9
err2024-06-05
err5
errOAAI
errIzonin, Ivan; Tkachenko, Roman; Yemets, Kyrylo; Havryliuk, Myroslav
err分享
err收藏
Quality and Security of Critical Infrastructure Systems
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2024-01-22
err1
errOAAI
errIzonin, Ivan; Hovorushchenko, Tetiana; Shandilya, Shishir Kumar
err分享
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A cascade ensemble-learning model for the deployment at the edge: case on missing IoT data recovery in environmental monitoring systems
errFRONTIERS IN ENVIRONMENTAL SCIENCE
IF3.7
err2023-10-26
err5
errOAAI
errIzonin, Ivan; Tkachenko, Roman; Krak, Iurii; Berezsky, Oleh; Shevchuk, Ihor; Shandilya, Shishir Kumar
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Design and implementation of adaptive network stabilization based on artificial bees colony optimization for nature inspired cyber security
errJOURNAL OF KING SAUD UNIVERSITY SCIENCE
IF3.6
err2023-07-01
err1
errOAAI
errGanguli, Chirag; Shandilya, Shishir Kumar; Izonin, Ivan
err分享
err收藏
Smart systems and data-driven services in healthcare
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-05-01
err3
PREAI
errIzonin, Ivan; Kutucu, Hakan; Singh, Krishna Kant
err分享
err收藏
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios
errICT EXPRESS
IF4.2
err2023-04-01
err8
errOAAI
errKovtun, Viacheslav; Izonin, Ivan; Gregus, Michal
err分享
err收藏
Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks用于训练前馈神经网络的levenberg-marquardt算法的快速计算方法
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2023-03-11
err20
errOAAI
errBilski, Jaroslaw; Smolag, Jacek; Kowalczyk, Bartosz; Grzanek, Konrad; Izonin, Ivan
err分享
err收藏
Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network
errBIG DATA MINING AND ANALYTICS
IF6.2
err2023-03-01
err4
errOAAI
errRai, Amit Kumar; Mandal, Nirupama; Singh, Krishna Kant; Izonin, Ivan
err分享
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Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errJadhav, Akshay; Shandilya, Shishir Kumar; Izonin, Ivan; Gregus, Michal
err分享
err收藏
EDLDR: An Ensemble Deep Learning Technique for Detection and Classification of Diabetic Retinopathy
errDIAGNOSTICS
IF3.3
err2022-12-30
err30
errOAAI
errMondal, Sambit S.; Mandal, Nirupama; Singh, Krishna Kant; Singh, Akansha; Izonin, Ivan
err分享
err收藏

研究方向

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合作学者
合作期刊
K
Keith Worden
H 指数: 75 · 论文数: 832
G
Genda Chen
H 指数: 48 · 论文数: 477
S
Simon Laflamme
H 指数: 42 · 论文数: 436
E
Elizabeth J. Cross
H 指数: 39 · 论文数: 234
B
Babak Moaveni
H 指数: 38 · 论文数: 181
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