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5051
book article EST
/
book article ENG
Machine learning approach versus prediction formulas to design healthy dwellings in a cold climate
Sepulveda Luque, Abel
;
Eslamirad, Nasim
;
De Luca, Francesco
eCAADe 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 Europe
2023
/
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
5052
journal article
Machine learning assisted design of high-entropy alloys with ultra-high microhardness and unexpected low density
Zhao, 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, Jurgen
Materials & design
2024
/
art. 112634
https://doi.org/10.1016/j.matdes.2024.112634
journal article
5053
journal article EST
/
journal article ENG
Machine learning assisted methodology for multiclass classification of malignant brain tumors
Vidyarthi, Ankit
;
Agarwal, Ruchi
;
Gupta, Deepak
;
Sharma, Rahul
;
Draheim, Dirk
;
Tiwari, Prayag
IEEE Access
2022
/
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
5054
journal article EST
/
journal article ENG
Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patients
Gorbatšov, Vassili
;
Valla, Elli
;
Nõmm, Sven
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
IFAC-PapersOnLine
2022
/
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
5055
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
5056
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
5057
journal article
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 article
5058
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
5059
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
5060
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
5061
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
5062
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
5063
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
Seotud publikatsioonid
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
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
MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT network
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
5064
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
5065
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
5066
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
5067
journal article EST
/
journal article ENG
Macroeconomic and macro-financial factors as leading indicators of non-performing loans: Evidence from the EU countries
Staehr, Karsten
;
Uusküla, Lenno
Journal of economic studies
2021
/
p. 720-740
https://doi.org/10.1108/JES-03-2019-0107
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
5068
journal article EST
/
journal article ENG
Macroeconomic factors in the dynamics of corporate and household saving. Evidence from Central and Eastern Europe
Kukk, Merike
;
Staehr, Karsten
Emerging markets finance and trade
2017
/
p. 2585-2608 : ill
https://doi.org/10.1080/1540496X.2016.1262759
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
5069
book
Macroeconomic news and sovereign interest rate spreads before and during quantitative easing
Kirpson, Gerda
;
Randveer, Martti
;
Reigl, Nicolas Andreas
;
Staehr, Karsten
;
Uusküla, Lenno
2022
https://haldus.eestipank.ee/sites/default/files/publications/2022/06/WP6_2022_w.pdf
https://www.ester.ee/record=b5506034*est
book
5070
journal article EST
/
journal article ENG
Macroeconomic news and sovereign interest rate spreads before and during quantitative easing
Kirpson, Gerda
;
Randveer, Martti
;
Reigl, Nicolas Andreas
;
Staehr, Karsten
;
Uusküla, Lenno
Applied economics
2023
https://doi.org/10.1080/00036846.2023.2287556
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
5071
journal article EST
/
journal article ENG
Macroporous silicon-wollastonite scaffold with Sr/Se/Zn/Mg-substituted hydroxyapatite/chitosan hydrogel
Ressler, Antonia
;
Kamboj, Nikhil Kumar
;
Ledinski, Maja
;
Rogina, Anamarija
;
Urlic, Inga
;
Hussainova, Irina
;
Ivankovic, Hrvoje
;
Ivankovic, Marica
Open Ceramics
2022
/
art. 100306
https://doi.org/10.1016/j.oceram.2022.100306
Journal metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
5072
journal article EST
/
journal article ENG
Macrovascular complications of type 2 diabetes mellitus
Viigimaa, Margus
;
Sachinidis, Alexandros
;
Toumpourleka, Maria
;
Koutsampasopoulos, Konstantinos
;
Alliksoo, Signe
;
Titma, Tiina
Current Vascular Pharmacology
2020
/
p. 110 - 116 : ill
https://doi.org/10.2174/1570161117666190405165151
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
5073
book
Madalpingelised elektripaigaldised. Osa 4-42, Kaitseviisid. Kaitse kuumustoime eest [Võrguteavik] = Low-voltage electrical installations. Part 4-42, Protection for safety. Protection against thermal effects
2022
https://www.ester.ee/record=b5486429*est
book
5074
book
Madalpingelised elektripaigaldised. Osa 4-42, Kaitseviisid. Kaitse kuumustoime eest [Võrguteavik] = Low-voltage electrical installations. Part 4-42, Protection for safety. Protection against thermal effects (IEC 60364-4-42:2010, modified+IEC 60364-4-42:2010/A1:2014)
2022
https://www.ester.ee/record=b5486332*est
book
5075
book
Madalpingelised lülitusaparaadid. Osa 1, Üldreeglid [Võrguteavik] = Low-voltage switchgear and controlgear. Part 1, General rules (IEC 60947-1:2020)
2021
https://www.ester.ee/record=b5426491*est
book
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