Searching - TalTech Research Portal

display

sort

55001

book article

Machine learning and deep learning techniques for residential load forecasting : a comparative analysisShabbir, Noman; Kütt, Lauri; Raja, Hadi Ashraf; Ahmadiahangar, Roya; Rosin, Argo; Husev, Oleksandr2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON): conference proceedings2021 / p. 1-5 https://doi.org/10.1109/RTUCON53541.2021.9711741

book article

Related publications 1

Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem

55002

book article

Machine learning and deep learning techniques for wind energy forecastingShabbir, Noman19th International Symposium “Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III” : Tartu, Estonia, January 14-17, 20202020 / p. 95-96 : ill https://www.ester.ee/record=b5291755*est

book article

55003

book article EST / book article ENG

Machine learning approach for flexibility characterisation of residential space heatingHäring, Tobias; Ahmadiahangar, Roya; Rosin, Argo; Biechl, HelmuthIECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society, Toronto, Canada, Oct. 13-16, 20212021 / 6 p. : ill https://doi.org/10.1109/IECON48115.2021.9589216 Conference Proceedings at Scopus Article at Scopus Article at WOS

book article EST / book article ENG

Related publications 1

Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele

55004

journal article EST / journal article ENG

A machine learning approach to achieving energy efficiency in relay-assisted LTE-a downlink systemHassan, Hammad; Ahmed, Ifran; Ahmad, Rizwan; Khammari, Hedi; Bhatti, Ghulam; Ahmed, Waqas; Alam, Muhammad MahtabSensors2019 / art. 3461, 25 p. : ill https://doi.org/10.3390/s19163461 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55005

book article EST / book article ENG

Machine learning approach versus prediction formulas to design healthy dwellings in a cold climateSepulveda Luque, Abel; Eslamirad, Nasim; De Luca, FrancescoeCAADe 2023 : Digital Design Reconsidered : Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe ; vol. 2 Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe2023 / p. 359-368 https://doi.org/10.52842/conf.ecaade.2023.2.359 Conference proceedings at Scopus Article at Scopus

book article EST / book article ENG

55006

journal article EST / journal article ENG

Machine learning assisted design of high-entropy alloys with ultra-high microhardness and unexpected low densityZhao, Shunli; Jiang, Bin; Song, Kaikai; Liu, Xiaoming; Wang, Wenyu; Si, Dekun; Zhang, Jilei; Chen, Xiangyan; Zhou, Changshan; Liu, Pingping; Chen, Dong; Zhang, Zequn; Ramasamy, Parthiban; Tang, Junlei; Lv, Wenquan; Prashanth, Konda Gokuldoss; Sopu, Daniel; Eckert, JurgenMaterials & design2024 / art. 112634 https://doi.org/10.1016/j.matdes.2024.112634 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55007

journal article EST / journal article ENG

Machine learning assisted methodology for multiclass classification of malignant brain tumorsVidyarthi, Ankit; Agarwal, Ruchi; Gupta, Deepak; Sharma, Rahul; Draheim, Dirk; Tiwari, PrayagIEEE Access2022 / p. 50624-50640 https://doi.org/10.1109/ACCESS.2022.3172303 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55008

journal article EST / journal article ENG

Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patientsGorbatšov, Vassili; Valla, Elli; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroIFAC-PapersOnLine2022 / p. 91-95 https://doi.org/10.1016/j.ifacol.2022.10.237 Conference Proceeding metrics at Scopus Article at Scopus Article at WOS

journal article EST / journal article ENG

Related publications 1

Leveraging artiﬁcial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks

55009

book article EST / book article ENG

Machine learning based emotion recognition in a digital learning environmentIvleva, Natalja; Pentel, Avar; Dunajeva, Olga; Juštšenko, ValeriaLearning in the Age of Digital and Green Transition : Proceedings of the 25th International Conference on Interactive Collaborative Learning (ICL2022), Volume 12023 / p. 405-412 https://doi.org/10.1007/978-3-031-26876-2_38 Conference proceedings at Scpous Article at Scopus Article at WOS

book article EST / book article ENG

55010

book article

Machine learning clustering techniques for selective mitigation of critical design featuresLange, Thomas; Balakrishnan, Aneesh; Glorieux, Maximilien; Alexandrescu, Dan; Sterpone, LucaProceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition2020 / 7 p. : ill https://doi.org/10.1109/IOLTS50870.2020.9159751

book article

55011

book article

Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service usersPatri, Sai Kireet; Dick, Isabella; Kaeval, Kaida; Müller, Jasper; Pedreno-Manresa, Jose-Juan; Autenrieth, Achim; Elbers, Jörg-Peter; Tikas, Marko; Mas-Machuca, Carmen2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings2023 / 6 p. : ill https://ieeexplore.ieee.org/document/10144858

book article

55012

journal article EST / journal article ENG

Machine learning enabled identification of sheet metal localizationYatkin, Muhammed Adil; Kõrgesaar, MihkelInternational journal of solids and structures2024 / art. 112592 https://doi.org/10.1016/j.ijsolstr.2023.112592 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55013

journal article EST / journal article ENG

Machine learning for android malware detection : mission accomplished? a comprehensive review of open challenges and future perspectivesGuerra-Manzanares, AlejandroComputers and Security2024 / art. 103654 https://doi.org/10.1016/j.cose.2023.103654 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55014

book article

Machine learning Forecasting of Absolute Dynamic Topography in the Baltic SeaRajabi-Kiasari, Saeed; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuNordic Geodetic Commission General Assembly 2022 in Copenhagen : Poster Session2022 / 36 l. https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf

book article

55015

journal article EST / journal article ENG

Machine learning meets communication networks : current trends and future challengesAhmad, Ijaz; Shahabuddin, Shariar; Malik, Hassan; Leppänen, Teemu; Loven, Lauri; Anttonen, Antti; Sodhro, Ali Hassan; Alam, Muhammad Mahtab; Juntti, Markku; Yla-Jääski, AnttiIEEE Access2020 / art. 9274307, p. 223418-223460 https://doi.org/10.1109/ACCESS.2020.3041765 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55016

journal article

Machine learning pattern recognition and differential network analysis of gastric microbiome in the presence of proton pump inhibitor treatment or Helicobacter pylori infection [Online resource]Ciucci, Sara; Duran, Claudio; Palladini, Alessandra; Spuul, PirjobioRxiv2020 / 70 p. : ill https://doi.org/10.1101/2020.03.24.005587

journal article

55017

book article

Machine learning prediction for filling the interruptions of tide gauge data using a least square estimation method from nearest stationsJahanmard, Vahidreza; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuGeodesy for a Sustainable Earth, Scientific Assembly of the International Association of Geodesy : abstract book2021 / S5-030 p. 529 https://mm.sciconf.cn/en/minisite/poster-detail-new/1646?poster_id=1563508 https://files.sciconf.cn/upload/file/20210626/20210626085039_69146.pdf

book article

55018

book article

Machine learning task as a diclique extracting taskKuusik, Rein, inform.; Treier, Tarvo; Lind, Grete; Roosmann, Peeter2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery : FSKD'09 : Tianjin, China, August 14-16, 2009. 12009 / p. 555-560 https://ieeexplore.ieee.org/document/5358516

book article

55019

book article EST / book article ENG

Machine learning techniques for wireless-powered ambient backscatter communications : enabling intelligent iot networks in 6g eraJameel, Furqan; Sharma, Navuday; Khan, Muhammad Awais; Khan, Imran; Alam, Muhammad Mahtab; Alam, Muhammad Mahtab; Mavromoustakis, Constandinos X.Internet of Things / 2020 https://doi.org/10.1007/978-3-030-44907-0_8 Article collection metrics at Scopus Article at Scopus

book article EST / book article ENG

55020

book article

Machine learning to tackle the challenges of transient and soft errors in complex circuitsLange, Thomas; Balakrishnan, Aneesh; Glorieux, Maximilien; Alexandrescu, Dan; Sterpone, Luca2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), 1-3 July 2019, Greece2019 / p. 7-14 : ill https://doi.org/10.1109/IOLTS.2019.8854423

book article

55021

book article

Machine learning vs human learningHenno, Jaak; Jaakkola, Hannu; Mäkelä, Jukka2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings2021 / p. 542−548 https://doi.org/10.23919/MIPRO52101.2021.9596771

book article

55022

book article EST / book article ENG

Machine learning-based analysis of human motions for Parkinson’s disease diagnosticsNõmm, SvenExtended Abstracts 2021/2022 : Methusalem Lectures2024 / p. 263-298 https://doi.org/10.1007/978-3-031-48579-4_27 Article Collection metrics at Scopus Article at Scopus

book article EST / book article ENG

55023

dissertation

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoksGuerra Manzanares, Alejandro2022 https://doi.org/10.23658/taltech.54/2022 https://digikogu.taltech.ee/et/Item/f56ae778-e5a5-4147-a8e4-4833e08fa789 https://www.ester.ee/record=b5511898*est

dissertation

Related publications 14

55024

journal article EST / journal article ENG

A machine learning-based forensic tool for image classification - a design science approachDel Mar-Raave, Joanna Rose; Bahsi, Hayretdin; Mrsic, Leo; Hausknecht, KresimirForensic Science International : Digital Investigation2021 / art. 301265, 13 p https://doi.org/10.1016/j.fsidi.2021.301265 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

55025

journal article EST / journal article ENG

Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay FilterAsefi, Sajjad; Asefi, Soheil; Afshari, Hossein; Kilter, Jako; Shayesteh, Ebrahim; Hilber, Patrik; Lindquist, TommieIEEE Transactions on Instrumentation and Measurement2025 / art. 3557009 https://doi.org/10.1109/TIM.2025.3604980

journal article EST / journal article ENG

types of item