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55026
book article EST
/
book article ENG
Machine learning based emotion recognition in a digital learning environment
Ivleva, Natalja
;
Pentel, Avar
;
Dunajeva, Olga
;
Juštšenko, Valeria
Learning in the Age of Digital and Green Transition : Proceedings of the 25th International Conference on Interactive Collaborative Learning (ICL2022), Volume 1
2023
/
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
55027
book article
Machine learning clustering techniques for selective mitigation of critical design features
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
Proceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition
2020
/
7 p. : ill
https://doi.org/10.1109/IOLTS50870.2020.9159751
book article
55028
book article
Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service users
Patri, Sai Kireet
;
Dick, Isabella
;
Kaeval, Kaida
;
Müller, Jasper
;
Pedreno-Manresa, Jose-Juan
;
Autenrieth, Achim
;
Elbers, Jörg-Peter
;
Tikas, Marko
;
Mas-Machuca, Carmen
2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings
2023
/
6 p. : ill
https://ieeexplore.ieee.org/document/10144858
book article
55029
journal article EST
/
journal article ENG
Machine learning enabled identification of sheet metal localization
Yatkin, Muhammed Adil
;
Kõrgesaar, Mihkel
International journal of solids and structures
2024
/
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
55030
journal article EST
/
journal article ENG
Machine learning for android malware detection : mission accomplished? a comprehensive review of open challenges and future perspectives
Guerra-Manzanares, Alejandro
Computers and Security
2024
/
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
55031
book article
Machine learning Forecasting of Absolute Dynamic Topography in the Baltic Sea
Rajabi-Kiasari, Saeed
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
Nordic Geodetic Commission General Assembly 2022 in Copenhagen : Poster Session
2022
/
36 l.
https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf
book article
55032
journal article EST
/
journal article ENG
Machine learning meets communication networks : current trends and future challenges
Ahmad, Ijaz
;
Shahabuddin, Shariar
;
Malik, Hassan
;
Leppänen, Teemu
;
Loven, Lauri
;
Anttonen, Antti
;
Sodhro, Ali Hassan
;
Alam, Muhammad Mahtab
;
Juntti, Markku
;
Yla-Jääski, Antti
IEEE Access
2020
/
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
55033
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, Pirjo
bioRxiv
2020
/
70 p. : ill
https://doi.org/10.1101/2020.03.24.005587
journal article
55034
book article
Machine learning prediction for filling the interruptions of tide gauge data using a least square estimation method from nearest stations
Jahanmard, Vahidreza
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
Geodesy for a Sustainable Earth, Scientific Assembly of the International Association of Geodesy : abstract book
2021
/
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
55035
book article
Machine learning task as a diclique extracting task
Kuusik, Rein, inform.
;
Treier, Tarvo
;
Lind, Grete
;
Roosmann, Peeter
2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery : FSKD'09 : Tianjin, China, August 14-16, 2009. 1
2009
/
p. 555-560
https://ieeexplore.ieee.org/document/5358516
book article
55036
book article EST
/
book article ENG
Machine learning techniques for wireless-powered ambient backscatter communications : enabling intelligent iot networks in 6g era
Jameel, 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
55037
book article
Machine learning to tackle the challenges of transient and soft errors in complex circuits
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), 1-3 July 2019, Greece
2019
/
p. 7-14 : ill
https://doi.org/10.1109/IOLTS.2019.8854423
book article
55038
book article
Machine learning vs human learning
Henno, Jaak
;
Jaakkola, Hannu
;
Mäkelä, Jukka
2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings
2021
/
p. 542−548
https://doi.org/10.23919/MIPRO52101.2021.9596771
book article
55039
book article EST
/
book article ENG
Machine learning-based analysis of human motions for Parkinson’s disease diagnostics
Nõmm, Sven
Extended Abstracts 2021/2022 : Methusalem Lectures
2024
/
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
55040
dissertation
Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
Guerra Manzanares, Alejandro
2022
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
Hybrid feature selection models for machine learning based botnet detection in IoT networks
In-depth feature selection and ranking for automated detection of mobile malware
Time-frame analysis of system calls behavior in machine learning-based mobile malware detection
Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detection
MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT network
KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterization
Android malware concept drift using system calls : detection, characterization and challenges
Concept drift and cross-device behavior : challenges and implications for effective android malware detection
Cross-device behavioral consistency : benchmarking and implications for effective android malware detection
Leveraging the first line of defense : a study on the evolution and usage of android security permissions for enhanced android malware detection
On the relativity of time : implications and challenges of data drift on long-term effective android malware detection
Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systems
On the application of active learning for efficient and effective Iot botnet detection
On the application of active learning to handle data evolution in Android malware detection
55041
journal article EST
/
journal article ENG
A machine learning-based forensic tool for image classification - a design science approach
Del Mar-Raave, Joanna Rose
;
Bahsi, Hayretdin
;
Mrsic, Leo
;
Hausknecht, Kresimir
Forensic Science International : Digital Investigation
2021
/
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
55042
journal article EST
/
journal article ENG
Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay Filter
Asefi, Sajjad
;
Asefi, Soheil
;
Afshari, Hossein
;
Kilter, Jako
;
Shayesteh, Ebrahim
;
Hilber, Patrik
;
Lindquist, Tommie
IEEE Transactions on Instrumentation and Measurement
2025
/
art. 3557009
https://doi.org/10.1109/TIM.2025.3604980
journal article EST
/
journal article ENG
55043
book article
Machine learning-based optimization design workflow based on obstruction angles for building facades
Sepulveda Luque, Abel
;
Eslamirad, Nasim
;
Seyed Salehi, Seyed Shahabaldin
;
Thalfeldt, Martin
;
De Luca, Francesco
Regenerating the City Performance-driven and Simulation-based Computational Design for Sustainable Cities and Communities : proceedings of the 9th Regional International Symposium on Education and Research in Computer Aided Architectural Design in Europe, Tallinn University of Technology, 15-16 June 2023
2023
/
p. 15-24
https://digikogu.taltech.ee/et/Item/c29fc911-ec34-45da-afe6-bc1e8515e15d
book article
55044
journal article EST
/
journal article ENG
Machine learning-based prediction of specific energy consumption for cut-off grinding
Awan, Muhammad Rizwan
;
Rojas, Hernan A. Gonzalez
;
Hameed, Saqib
;
Riaz, Fahid
;
Hamid, Shahzaib
;
Hussain, Abrar
Sensors
2022
/
art. 7152
https://doi.org/10.3390/s22197152
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
55045
book article
Machine vision for automated collaborative robot programming in manufacturing industrial factories
Ahmadilivani, Mohammad Hasan
;
Karatopuk, Emre
;
Roots, Marten
;
Raik, Jaan
Smart machines and systems at the service of mankind : Abstracts of the 12th annual entrepreneurship and innovation conference
2024
/
p. 10
https://conference.euas.eu/2024/wp-content/uploads/2024/10/ConferenceProceedings2024-1.pdf
https://www.ester.ee/record=b5705417*est
book article
55046
book article
Machinery monitoring as a part of higher level systems
Snatkin, Aleksei
13th International Symposium "Topical Problems in the Field of Electrical and Power Engineering." Doctoral School of Energy and Geotechnology II : Pärnu, Estonia, January 14-19, 2013
2013
/
p. 285-288 : ill
book article
55047
book article
Machinery prognostics
Snatkin, Aleksei
14th International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. II" : Pärnu, Estonia, January 13-18, 2014
2014
/
p. 220-223 : ill
book article
55048
book article
Machinery real time monitoring application planning for workshop
Aruväli, Tanel
12th International Symposium "Topical Problems in the Field of Electrical and Power Engineering." Doctoral School of Energy and Geotechnology II : Kuressaare, Estonia, June 11-16, 2012
2012
/
p. 142-144 : ill
book article
55049
book article EST
/
book article ENG
Machinery risk assessment integration with design and development methods for risk and potential failure reduction considering safety and efficiency
Sivitski, Alina
;
Põdra, Priit
Modern materials and manufacturing 2023 : Tallinn, Estonia, 2-4 May 2023
2024
/
art. 030013
https://doi.org/10.1063/5.0189257
Journal metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
55050
book article
Machinery utilization monitoring and pause identification prototype model design
Aruväli, Tanel
;
Serg, Risto
;
Otto, Tauno
Proceedings of the 8th International Conference of DAAAM Baltic Industrial Engineering, 19-21st April 2012, Tallinn, Estonia. 1
2012
/
p. 256-261 : ill
book article
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