Otsing - TalTech teadusportaal

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101

artikkel ajakirjas EST / artikkel ajakirjas ENG

Forecasting of wind speed and power through FFNN and CFNN using HPSOBA and MHPSO-BAACs techniquesEllahi, Manzoor; Usman, Muhammad Rehan; Arif, Waqas; Usman, Hafiz Fuad; Khan, Waheed A.; Satrya, Gandeva Bayu; Daniel, Kamran; Shabbir, NomanElectronics2022 / art. 4193 https://doi.org/10.3390/electronics11244193 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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FORTALESA: Fault-tolerant reconfigurable systolic array for DNN inferenceCherezova, Natalia; Jutman, Artur; Jenihhin, MaksimMicroprocessors and Microsystems2025 / art. 105222 https://doi.org/10.1016/j.micpro.2025.105222 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNsNazari, Samira; Taheri, Mahdi; Azarpeyvand, Ali; Afsharchi, Mohsen; Ghasempouri, Tara; Herglotz, Christian; Daneshtalab, Masoud; Jenihhin, Maksim2024 IEEE 33rd Asian Test Symposium (ATS)2024 / p. 1-6 : ill https://doi.org//10.1109/ATS64447.2024.10915463 Conference proceedings at Scopus Article at Scopus Article at WOS

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Seotud publikatsioonid 1

Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine

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artikkel kogumikus

A 48 by 48 CMOS cellular neural network chip for image processingPaasio, Ari; Kananen, Asko; Halonen, Kari; Porra, VeikkoBEC'98 : the 6th Biennial Conference on Electronics and Microsystems Technology, October 7-9, 1998, Tallinn, Estonia : proceedings1998 / p. 87-88

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105

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Frequency domain complex-valued convolutional neural networkChakraborty, Mainak; Aryapoor, Masood; Daneshtalab, MasoudExpert Systems with Applications2026 / art. 128893, 22 p. : ill https://doi.org/10.1016/j.eswa.2025.128893 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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106

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Fully-fusible convolutional neural networks for end-to-end fused architecture with FPGA implementationDadras, Iman; Seydi, Sakineh; Ahmadilivani, Mohammad Hasan; Raik, Jaan; Salehi, Mostafa E.2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)2023 / 5 p. https://doi.org/10.1109/ICECS58634.2023.10382831

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107

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GA based optimization of NN-SANARX model for adaptive control of nonlinear systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1674-1681 : ill https://ieeexplore.ieee.org/document/6252598

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Generative adversarial network and CNN-LSTM based short-term power load forecastingLiu, Y.; Liang, Z.; Li, X.; Bakeer, Abualkasim Ahmed Ali2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / p. 1-6 https://doi.org/10.1109/CPE-POWERENG58103.2023.10227473

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Genetic algorithm based structure identification for feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardLecture notes in computer science2011 / p. 215-226 : ill https://link.springer.com/chapter/10.1007/978-3-642-23857-4_23

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GENIE: GENetIc Algorithm-Based REliability Assessment Methodology for Deep Neural NetworksNazari, Samira; Taheri, Mahdi; Azarpeyvand, Ali; Afsharchi, Mohsen; Herglotz, Christian; Jenihhin, Maksim2025 11th International Conference on Computing and Artificial Intelligence : ICCAI 2025 : 28-31 March 2025, Kyoto, Japan : proceedings2025 / p. 264-271 https://doi.org/10.1109/ICCAI66501.2025.00049 Article at Scopus

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Hardware Trojans for confidence reduction and misclassifications on neural networksGrailoo, Mahdieh; Leier, Mairo; Pagliarini, Samuel NascimentoProceedings Of The Twenty Third International Symposium On Quality Electronic Design (ISQED 2022)2022 / art. 180541, p. 230-235 https://doi.org/10.1109/ISQED54688.2022.9806246

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Harnessing graph neural networks to predict international trade flowsSellami, Bassem; Ounoughi, Chahinez; Kalvet, Tarmo; Tiits, Marek; Rincon-Yanez, DiegoBig Data and Cognitive Computing2024 / art. 65 https://doi.org/10.3390/bdcc8060065 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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113

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Have artificial neural networks met expectations in drug discovery as implemented in QSAR framework?Dobchev, Dimitar; Karelson, MatiExpert Opinion on Drug Discovery2016 / p. 627 - 639 https://doi.org/10.1080/17460441.2016.1186876 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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114

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Heterogeneous Approximation of DNN HW Accelerators based on Channels VulnerabilityCherezova, Natalia; Pappalardo, Salvatore; Taheri, Mahdi; Ahmadilivani, Mohammad Hasan; Deveautour, Bastien; Bosio, Alberto; Raik, Jaan; Jenihhin, Maksim2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC)2024 / 4 p. : ill https://doi.org//10.1109/VLSI-SoC62099.2024.10767798 Conference proceedings at Scopus Article at Scopus

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Seotud publikatsioonid 1

Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine

115

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Hierarhilis-temporaalse mälu printsiipTammemäe, KalleA & A2007 / 3, lk. 9-19 : ill https://artiklid.elnet.ee/record=b1020789*est

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Hoonestuse muudatuste tuvastamine aerolaserskaneerimise klassifitseeritud punktipilvedest, rakendades süvaõpetJõgiste, GertGeodeet2026 / lk. 88-92 : ill https://www.ester.ee/record=b1072198*est https://artiklid.elnet.ee/record=b2924417

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Hybrid Attention-Based LSTM and XGBoost Model for Short-Term Residential Load ForecastingShabbir, Noman; Shahid, Arqum; Daniel, Kamran; Jawad, M.; Rosin, Argo; Martins, Joao2025 IEEE the 13th International Conference on Smart Energy Grid Engineering (SEGE 2025)2025 / p. 94-99 https://doi.org/10.1109/SEGE65970.2025.11203473 Article at Scopus

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Hybrid‐driven digital twin modelling framework for an EV propulsion drive systemIbrahim, Mahmoud; Rassõlkin, AntonIET Intelligent Transport Systems2025 / art. e70099 https://doi.org/10.1049/itr2.70099 Journal metrics at Scopus Article at scopus Journal metrics at WOS Article at WOS

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Hyperspectral scene classification for winter road navigation: A baseline comparison of classical machine learning and deep learning methodsValme, Daniil; Rassõlkin, Anton; Liyanage, Dhanushka Chamara2026 12th International Conference on Mechatronics and Robotics Engineering (ICMRE)2026 / p. 373-379 https://ieeexplore.ieee.org/document/11533949 https://doi.org/10.1109/ICMRE69538.2026.11533949

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Implementation of transformer model for natural language to SQL query translationYalova, Kateryna; Babenko, Mykhailo; Yashyna, Kseniia; Boyarchuk, ArtemICyberPhyS 2025 : 2nd International Workshop on Intelligent and CyberPhysical Systems, Khmelnytskyi, Ukraine, July 04, 20252025 / p. 72-85 https://ceur-ws.org/Vol-4013/paper6.pdf Scopus

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121

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An improved and explainable electricity price forecasting model via SHAP-based error compensation approachHeistrene, Leena; Belikov, Juri; Baimel, Dmitry; Katzir, Liran; Machlev, Ram; Levy, Kfir; Mannor, Shie; Levron, YoashIEEE Transactions on Artificial Intelligence2025 / p. 159-168 https://doi.org/10.1109/TAI.2024.3455313 Journal metrics at Scopus Article at Scopus

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122

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An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction MotorsKhan, Muhammad Amir; Asad, Bilal; Naseer, Muhammad Usman; Vaimann, Toomas; Kallaste, AntsMachines2026 / art. 68 https://doi.org/10.3390/machines14010068

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Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin22nd IEEE International Conference on Machine Learning and Applications : ICMLA 2023 : 15-17 December 2023, Jacksonville Riverfront, Florida : proceedings (2023)2023 / p. 595-601 https://doi.org/10.1109/ICMLA58977.2023.00088

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Seotud publikatsioonid 1

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid

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Infotehnoloogia. Sõnastik. Osa 34, Intellektitehnika. NeurovõrgudHanson, Vello; Tavast, Arvi; Kalja, Ahto; Võhandu, Leo2001 https://www.ester.ee/record=b1536069*est

raamat

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An integrated decision support system for the resilience assessment of eastern Baltic Sea coastsBarzehkar, Mojtaba; Parnell, Kevin Ellis; Soomere, TarmoCoastGIS 2021 : Sustainable Coastal Management in a Changing World : conference proceedings2021 / p. 12 https://www.novia.fi/assets/Projectsites/CoastGIS/CoastGIS-2021-Book-of-Abstracts.pdf

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