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101

journal article EST / journal article ENG

A systematic literature review of AI-based digital decision support systems for post-traumatic stress disorderBertl, Markus; Metsallik, Janek; Ross, PeeterFrontiers in Psychiatry2022 / art. 923613, 13 p. : ill https://doi.org/10.3389/fpsyt.2022.923613 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Seotud publikatsioonid 1
- Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik
102

journal article EST / journal article ENG

Techno-economic analysis and energy forecasting study of domestic and commercial photovoltaic system installations in EstoniaShabbir, Noman; Kütt, Lauri; Raja, Hadi Ashraf; Jawad, Muhammad; Allik, Alo; Husev, OleksandrEnergy2022 / art. 124156 https://doi.org/10.1016/j.energy.2022.124156 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Seotud publikatsioonid 1
- Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
103

book article

Time-frame analysis of system calls behavior in machine learning-based mobile malware detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 20192019 / art. 89049088 ; 8 p. : ill https://doi.org/10.1109/CSET.2019.8904908

book article
Seotud publikatsioonid 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
104

journal article EST / journal article ENG

Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networksBhayo, Jalal; Shah, Syed Attique; Hameed, Sufian; Ahmed, Awais; Nasir, Jamal; Draheim, DirkEngineering Applications of Artificial Intelligence2023 / art. 106432 https://doi.org/10.1016/j.engappai.2023.106432 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
105

book article

Towards artificial intelligence driven immersive environments in virtual reality for industrial applicationsAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Tamre, Mart; Petlenkov, Eduard44th International Conference on Telecommunications and Signal Processing (TSP)2021 / p. 340-345 https://doi.org/10.1109/TSP52935.2021.9522676

book article
Seotud publikatsioonid 1
- Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks
106

journal article EST / journal article ENG

Towards generation of synthetic data sets for hybrid conflict modellingNõmm, Sven; Venables, Adrian NicholasIFAC-Papers OnLine2022 / p. 25-30 https://doi.org/10.1016/j.ifacol.2022.10.226 Conference Proceedings at Scopus Article at Scopus Article at WOS

journal article EST / journal article ENG
107

journal article EST / journal article ENG

Towards personalized elevator travel with smart elevator systemRobal, Tarmo; Reinsalu, Uljana; Leier, MairoBaltic journal of modern computing2020 / p. 675-697 https://doi.org/10.22364/bjmc.2020.8.4.12 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
108

book article

Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin18th IEEE International Conference on Machine Learning and Applications : ICMLA 2019, 16–19 December 2019, Boca Raton, Florida, USA : proceedings2019 / p. 1162-1169 : ill https://doi.org/10.1109/ICMLA.2019.00193

book article
Seotud publikatsioonid 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
109

journal article EST / journal article ENG

Transforming fatigue assessment : smartphone-based system with digitized motor skill testsValla, Elli; Toose, Ain-Joonas; Nõmm, Sven; Toomela, AaroInternational Journal of Medical Informatics2023 / art. 105152 https://doi.org/10.1016/j.ijmedinf.2023.105152 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
110

journal article EST / journal article ENG

Tremor-related feature engineering for machine learning based Parkinson’s disease diagnosticsValla, Elli; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroBiomedical signal processing and control2022 / art. 103551 https://doi.org/10.1016/j.bspc.2022.103551 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
111

journal article EST / journal article ENG

Trends and challenges in intelligent condition monitoring of electrical machines using machine learningKudelina, Karolina; Vaimann, Toomas; Asad, Bilal; Rassõlkin, Anton; Kallaste, Ants; Demidova, GalinaApplied sciences2021 / art. 2761, 19 p. : ill https://doi.org/10.3390/app11062761 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Seotud publikatsioonid 1
- Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
112

journal article EST / journal article ENG

Understanding multidimensional verification : where functional meets non-functionalLai, Xinhui; Balakrishnan, Aneesh; Lange, Thomas; Jenihhin, Maksim; Ghasempouri, Tara; Raik, Jaan; Alexandrescu, DanMicroprocessors and microsystems2019 / art. 102867, 13 p. : ill https://doi.org/10.1016/j.micpro.2019.102867 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Seotud publikatsioonid 2
- A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks
- Approaches to extra-functional verification of security and reliability aspects in hardware designs = Riistvaraprojektide turva- ja töökindlusaspektide ekstrafunktsionaalse verifitseerimise lähenemisviisid
113

book article EST / book article ENG

Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systemsGuerra Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, SvenInformation Systems Security and Privacy : 6th International Conference, ICISSP 2020, Valletta, Malta, February 25–27, 2020 : revised selected papers2022 / p. 222–243 https://doi.org/10.1007/978-3-030-94900-6_11 Conference proceedings at Scopus Article at Scopus Article at WOS

book article EST / book article ENG
Seotud publikatsioonid 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
114

book article EST / book article ENG

Why not to trust big data : discussing statistical paradoxesSharma, Rahul; Kaushik, Minakshi; Arakkal Peious, Sijo; Shahin, Mahtab; Vidyarthi, Ankit; Tiwari, Prayag; Draheim, DirkDatabase Systems for Advanced Applications : DASFAA 2022, International Workshops BDMS, BDQM, GDMA, IWBT, MATQTDS, and PMBD, Virtual Event, April 11–14, 2022 : proceedings2022 / p. 50-63 : ill https://doi.org/10.1007/978-3-031-11217-1_4 Conference Proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

book article EST / book article ENG
Seotud publikatsioonid 1
- Uniﬁcation of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
115

book article

Wind energy forecasting using recurrent neural networksShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Ahmadiahangar, Roya; Iqbal, Muhammad Naveed; Rosin, Argo2019 Big Data, Knowledge and Control Systems Engineering (BdKCSE)2019 / 5 p. : ill https://doi.org/10.1109/BdKCSE48644.2019.9010593

book article

Number of records 115, displaying 101 - 115

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1. adversarial machine learning
2. adversarial machine-learning
3. automatic machine learning (autoML)
4. graph machine learning
5. interpretable machine learning
6. machine learning
7. machine learning (ML)
8. machine learning algorithms
9. machine learning approach
10. Machine Learning Explainable model
11. machine learning for environmental applications
12. machine learning models
13. machine learning systems
14. machine-learning
15. machine-learning predictive model
16. Parkinson’s disease machine learning
17. robust machine learning
18. small data machine learning
19. supervised machine learning
20. unsupervised machine learning
21. machine-to-machine communications
22. AC machine
23. Algorithmic State Machine - ASM
24. axial flux machine
25. axial flux switched reluctance machine
26. bearingless machine
27. brushless machine
28. coordinate measurring machine
29. electric machine
30. electric machine analysis computing
31. electric machine control
32. electrical machine
33. electrical machine cooling
34. electrical machine design
35. finite state machine
36. Finite State Machine - FSM
37. hierarchical finite state machine
38. human machine interaction
39. human machine systems
40. human-machine interaction
41. human-machine interface
42. human-machine system
43. induction machine
44. interior permanent magnet machine
45. interior permanent-magnet synchronous machine (IPMSM)
46. machine bearings
47. machine condition monitoring
48. machine control
49. machine design
50. machine elements
51. machine error
52. machine housing
53. machine tools
54. machine vector control
55. machine windings
56. machine vision
57. machine-checked proofs
58. machine-translation
59. man-machine systems
60. massive machine-type communication (mMTC)
61. massive machine-type communications (mMTC)
62. massive Machine-Type connections (mMTC)
63. multi-class support vector machine (m-SVM)
64. multi-machine
65. multi-machine industrial power plant
66. multi-machine power system
67. multi-stream interaction machine
68. outer-rotor machine
69. permanent magnet (PM) synchronous machine
70. permanent magnet flux-switching machine
71. permanent magnet machine
72. permanent magnet synchronous machine (PMSM)
73. sewing machine operator
74. state machine
75. support vector machine
76. surface permanent magnet machine (SPM)
77. switched reluctance machine
78. switched reluctance machine (SRM)
79. synchronous machine
80. TBM (tunnel boring machine)
81. totally enclosed fan-cooled machine
82. universal friction machine
83. virtual synchronous machine
84. active blended learning
85. active learning
86. active learning methods
87. algorithm controlling the learning process
88. appetitive associative learning
89. approach to learning
90. Attitude to learning
91. authoritarian learning
92. automata learning
93. BIM-enabled learning
94. BIM-enabled learning environment
95. blended learning
96. business school as learning organization
97. business school learning organization questionnaire (BSLOQ)
98. business school learning rate dependence on GPD
99. business school learning rate measurement instrument
100. client learning
101. Collaborative e-learning
102. collaborative learning
103. competence based learning
104. competence learning
105. competence-based learning
106. competency based learning
107. Component organised learning (COL)
108. computer assisted language learning
109. computer based learning
110. computer-assisted language learning (CALL)
111. cooperative reinforcement learning
112. coping with online teaching and learning
113. customer learning
114. deep learning
115. deep learning (DL)
116. deep learning classifier
117. deep learning model
118. deep learning model quantization
119. deep learning network
120. deep reinforcement learning
121. Deep reinforcing learning SDN
122. Deep-learning
123. deep-learning (DL)
124. dictionary learning
125. digital learning module
126. Dimensions of Learning Organisation Questionnaire (DLOQ)
127. distance learning
128. distant learning
129. distributed independent reinforcement learning
130. double Q-learning
131. effective teaching and learning
132. e-learning
133. e‐learning
134. e-Learning course
135. e-Learning database
136. e-learning environment
137. electronic learning
138. embedded deep learning
139. Emergency remote learning
140. ensemble learning
141. enterprising and entrepreneurial learning
142. entrepreneurial learning
143. entrepreneurial teaching and learning
144. experiential learning
145. Federated learning
146. federated learning (FL)
147. flexible learning
148. game based learning
149. game-based learning
150. guided in-service learning
151. hands-on-learning
152. history learning
153. hybrid learning
154. incremental learning
155. inductive learning
156. inductive learning algorithm
157. interactive learning objects
158. interdisciplinary learning
159. inverse reinforcement learning
160. investor learning
161. iterative learning
162. Learner-centered learning environment
163. learning
164. learning (artificial intelligence)
165. learning activities
166. learning adaptation in autonomous vehicles
167. learning algorithm
168. learning analysis
169. learning analytics
170. learning and experimentation
171. learning and health outcomes
172. learning and memory
173. learning business school
174. learning by teaching
175. learning concept
176. learning design
177. learning difficulties
178. Learning environment
179. learning experience
180. learning infrastructures
181. Learning Lab
182. learning management
183. learning management system
184. learning management systems
185. learning methodology
186. learning metrics
187. learning models
188. learning motivation
189. learning objectives
190. learning objects
191. learning organization
192. learning orientation
193. learning outcomes
194. learning process
195. learning processes
196. learning rate
197. learning rate dependence on ownership form
198. learning rate of organization
199. learning region
200. learning situation
201. learning software agents
202. learning styles
203. learning systems
204. learning technologies
205. learning theories
206. learning through the questionnaires
207. learning university
208. learning-to-rank
209. lifelong learning
210. mathematics students learning habits
211. Meaningful learning
212. measuring learning
213. mobile learning
214. model learning
215. Multi-agent reinforcement learning
216. mutual learning
217. new learning models
218. node embedding learning
219. NREN e-learning
220. on-device transfer learning
221. online learning
222. ontologies for learning systems
223. ontology learning
224. organisational learning
225. organizational learning
226. organizational learning measurement instruments
227. organizational learning rate dependence on management
228. organizational learning rate measurement
229. outcome oriented learning
230. peer‐to‐peer learning group
231. personalised learning
232. policy learning
233. problem-based learning
234. Problem-based learning (PBL)
235. project learning
236. project-based learning
237. Q-learning
238. Q-learning algorithm
239. query learning
240. regional learning
241. reinforcement learning
242. Reinforcement Learning (RL)
243. relative learning performance
244. Remote learning
245. research-oriented learning
246. reusable learning objects
247. scholarship of teaching and learning
248. self learning software
249. self learning system
250. self-learning
251. self-regulated learning
252. semi-supervised learning
253. smart learning
254. smart learning environment
255. social learning
256. stochastic learning theory
257. supervised learning
258. supervised learning data
259. task based learning
260. team learning
261. Technological learning
262. technology-enhanced learning
263. the dimensions of the learning organisation
264. the dimensions of the learning organization questionnaire (DLOQ)
265. tools for interactive learning and teaching
266. trans-disciplinary social-learning
267. transfer learning
268. true online reinforcement learning
269. ubiquitous learning
270. unsupervised learning
271. urban learning center
272. value of learning
273. web and computerbased learning
274. Web and computer-based learning
275. virtual learning environment
276. virtual learning factory
277. work-based learning
278. workplace learning

1. ELIXIR Machine Learning Focus Group

1. UNDP Urban Learning Center

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