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Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAIMachlev, Ram; Malka, Asaf; Perl, Michael; Levron, Yoash; Belikov, Juri2022 IEEE Power & Energy Society General Meeting (PESGM)2022 / art. 183865 , p. 1-5 : ill https://doi.org/10.1109/PESGM48719.2022.9917049

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2

journal article EST / journal article ENG

Neural Architecture Search (NAS) for designing optimal power quality disturbance classifiersWang, Qianchao; Kapuza, Itamar; Baimel, Dmitry; Belikov, Juri; Levron, Yoash; Machlev, RamElectric Power Systems Research2023 / art. 109574 https://doi.org/10.1016/j.epsr.2023.109574 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
3

journal article EST / journal article ENG

Open source dataset generator for power quality disturbances with deep-learning reference classifiersMachlev, Ram; Chachkes, A.; Belikov, Juri; Beck, Yuval; Levron, YoashElectric power systems research2021 / art. 107152, 7 p. : ill https://doi.org/10.1016/j.epsr.2021.107152 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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4

journal article EST / journal article ENG

PF-FEDG : an open-source data generator for frequency disturbance event detection with deep-learning reference classifiersSun, Zhenglong; Ram, Machlev; Jiang, Chao; Wang, Qianchao; Perl, Michael; Belikov, Juri; Levron, YoashEnergy reports2023 / p. 397-413 https://doi.org/10.1016/j.egyr.2022.11.182 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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5

journal article EST / journal article ENG

A public dataset for synchronous motor electrical faults diagnosis with CNN and LSTM reference classifiersSun, Zhenglong; Machlev, Ram; Wang, Qianchao; Belikov, Juri; Levron, Yoash; Baimel, DmitryEnergy and AI2023 / art. 100274, 17 p https://doi.org/10.1016/j.egyai.2023.100274 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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6

journal article EST / journal article ENG

Stacking deep-learning model, stories and drawing properties for automatic scene generationElloumi, Samir; Bignoumba, NzambaInternational journal of advanced computer science and applications2023 / p. 894-911 https://doi.org/10.14569/IJACSA.2023.0140197 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
7

book article EST / book article ENG

Universal XR framework architecture based on open-source XR toolsBondarenko, Yevhen; Kuts, Vladimir; Pizzagalli, Simone Luca; Nutonen, Karle; Murray, Niall; O’Connell, EoinXR and metaverse : proceedings of the 8th international XR-metaverse conference 2023, Las Vegas, USA2024 / p. 87-98 https://doi.org/10.1007/978-3-031-50559-1_7 Conference proceedings at Scopus Article at Scopus Article at WOS

book article EST / book article ENG

Number of records 7, displaying 1 - 7

1. Deep-learning
2. deep-learning (DL)
3. deep learning
4. deep learning (DL)
5. deep learning classifier
6. deep learning method
7. deep learning methods
8. deep learning model
9. deep learning model quantization
10. deep learning network
11. embedded deep learning
12. deep reinforcement learning
13. Deep reinforcing learning SDN
14. Multi-agent deep reinforcement learning
15. deep donor-deep acceptor pairs
16. deep brain stimulation
17. deep convolutional neural network
18. Deep defects
19. deep energy levels
20. deep energy renovation
21. deep eutectic solvents
22. deep fake
23. deep fake recognition
24. deep habits
25. deep heat well
26. deep inference
27. deep layer
28. deep level
29. deep level traps
30. deep levels
31. deep neural network
32. deep neural network compression
33. deep neural networks
34. deep neural networks (DNNs)
35. deep offshore
36. deep packet inspection
37. deep Q-network
38. deep renovation
39. deep understanding
40. deep UV emission
41. deep-sea mining
42. double deep Q-network
43. natural deep eutectic solvents
44. naturally available deep eutectic solvents
45. nZEB deep energy renovation
46. nZEB deep renovation
47. active blended learning
48. active learning
49. active learning and engagement
50. active learning methods
51. adaptive learning
52. adversarial machine learning
53. adversarial machine-learning
54. algorithm controlling the learning process
55. appetitive associative learning
56. approach to learning
57. Artificial Intelligence in learning
58. Attitude to learning
59. authoritarian learning
60. automata learning
61. automatic machine learning (autoML)
62. bayesian learning
63. BIM-enabled learning
64. BIM-enabled learning environment
65. biophilic learning environments
66. blended learning
67. business school as learning organization
68. business school learning organization questionnaire (BSLOQ)
69. business school learning rate dependence on GPD
70. business school learning rate measurement instrument
71. challenge-based learning
72. Challenge-Based Learning (CBL)
73. city-to-city learning
74. client learning
75. Collaborative e-learning
76. collaborative learning
77. competence based learning
78. competence learning
79. competence-based learning
80. competency based learning
81. Component organised learning (COL)
82. computer assisted language learning
83. computer based learning
84. computer-assisted language learning (CALL)
85. contrastive learning
86. cooperative reinforcement learning
87. coping with online teaching and learning
88. customer learning
89. data analytics and machine learning
90. dictionary learning
91. digital learning module
92. digital remote learning
93. Dimensions of Learning Organisation Questionnaire (DLOQ)
94. distance learning
95. distant learning
96. distributed independent reinforcement learning
97. double Q-learning
98. effective teaching and learning
99. e-learning
100. e‐learning
101. e-Learning course
102. e-Learning database
103. e-learning environment
104. electronic learning
105. Emergency remote learning
106. ensemble learning
107. enterprising and entrepreneurial learning
108. entrepreneurial learning
109. entrepreneurial teaching and learning
110. ESG-learning
111. experiential learning
112. explainable machine learning
113. Federated learning
114. federated learning (FL)
115. flexible learning
116. game based learning
117. game-based learning
118. Gamified learning
119. graph machine learning
120. guided in-service learning
121. hands-on-learning
122. history learning
123. horizontal federated learning
124. human-centred learning
125. hybrid learning
126. Immersive Learning
127. inclusive learning
128. incremental learning
129. inductive learning
130. inductive learning algorithm
131. interactive learning objects
132. interdisciplinary learning
133. interpretable machine learning
134. inverse reinforcement learning
135. investor learning
136. iterative learning
137. Kolb’s experiential learning cycle
138. language learning
139. Learner-centered learning environment
140. learning
141. learning (artificial intelligence)
142. learning activities
143. learning adaptation in autonomous vehicles
144. learning algorithm
145. learning analysis
146. learning analytics
147. learning and experimentation
148. learning and health outcomes
149. learning and memory
150. learning business school
151. learning by teaching
152. learning concept
153. learning content
154. learning design
155. learning difficulties
156. Learning environment
157. learning experience
158. learning factory
159. Learning from Demonstration
160. learning infrastructures
161. Learning Lab
162. learning management
163. learning management system
164. learning management systems
165. learning methodology
166. learning metrics
167. learning models
168. learning motivation
169. learning objectives
170. learning objects
171. learning organization
172. learning orientation
173. learning outcomes
174. learning process
175. learning processes
176. learning rate
177. learning rate dependence on ownership form
178. learning rate of organization
179. learning region
180. learning situation
181. learning software agents
182. learning styles
183. learning systems
184. learning technologies
185. learning theories
186. learning through the questionnaires
187. learning university
188. learning-to-rank
189. lifelong learning
190. long-short term learning
191. machine learning
192. machine learning (ML)
193. machine learning algorithms
194. machine learning applications in power systems
195. machine learning approach
196. Machine Learning Explainable model
197. machine learning for environmental applications
198. machine learning models
199. machine learning systems
200. machine-learning
201. machine-learning control
202. machine-learning predictive model
203. mathematics students learning habits
204. Meaningful learning
205. measuring learning
206. mobile learning
207. model learning
208. Multi-agent reinforcement learning
209. multi-task learning
210. mutual learning
211. new learning models
212. node embedding learning
213. NREN e-learning
214. on-device transfer learning
215. online learning
216. ontologies for learning systems
217. ontology learning
218. Open Learning Resources (OLR)
219. organisational learning
220. organizational learning
221. organizational learning measurement instruments
222. organizational learning rate dependence on management
223. organizational learning rate measurement
224. outcome oriented learning
225. Parkinson’s disease machine learning
226. peer‐to‐peer learning group
227. personalised learning
228. personalized learning
229. policy learning
230. probability-informed machine learning
231. problem-based learning
232. Problem-based learning (PBL)
233. project learning
234. project-based learning
235. Q-learning
236. Q-learning algorithm
237. query learning
238. regional learning
239. reinforcement learning
240. Reinforcement Learning (RL)
241. relative learning performance
242. Remote learning
243. research-oriented learning
244. reusable learning objects
245. robust machine learning
246. scholarship of teaching and learning
247. self learning software
248. self learning system
249. self-learning
250. self-regulated learning
251. semi-supervised learning
252. sequence of learning activities
253. sequence to sequence learning
254. sequential learning
255. SIS problem, learning with errors
256. small data machine learning
257. smart learning
258. smart learning environment
259. social learning
260. socio-emotional learning
261. stochastic learning theory
262. student centred learning
263. supervised contrastive learning
264. supervised learning
265. supervised learning data
266. supervised machine learning
267. synchronous hybrid learning
268. zero-shot learning
269. task based learning
270. team learning
271. Technological learning
272. technology-enhanced learning
273. the dimensions of the learning organisation
274. the dimensions of the learning organization questionnaire (DLOQ)
275. tools for interactive learning and teaching
276. trans-disciplinary social-learning
277. transfer learning
278. true online reinforcement learning
279. ubiquitous learning
280. unsupervised learning
281. unsupervised machine learning
282. urban learning center
283. value of learning
284. web and computerbased learning
285. Web and computer-based learning
286. virtual collaborative learning environment (VCLE)
287. virtual learning environment
288. virtual learning factory
289. work-based learning
290. workplace learning

1. ELIXIR Machine Learning Focus Group

1. UNDP Urban Learning Center

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