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journal article EST / journal article ENG

Adaptive and efficient federated distillation with selective homomorphic encryption for edge AIRahbari, Dadmehr; Daneshtalab, Masoud; Jenihhin, MaksimExpert Systems with Applications2026 / art. 131002 https://doi.org/10.1016/j.eswa.2025.131002 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
2

journal article EST / journal article ENG

Applying RIS-based communication for collaborative computing in a swarm of dronesRahbari, Dadmehr; Alam, Muhammad Mahtab; Le Moullec, Yannick; Jenihhin, MaksimIEEE Access2023 / p. 70093−70109 https://doi.org/10.1109/ACCESS.2023.3293737 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
3

book article EST / book article ENG

Edge-to-Fog collaborative computing in a swarm of dronesRahbari, Dadmehr; Alam, Muhammad Mahtab; Le Moullec, Yannick; Jenihhin, MaksimAdvances in Model and Data Engineering in the Digitalization Era : MEDI 2021 International Workshops: DETECT, SIAS, CSMML, BIOC, HEDA, Tallinn, Estonia, June 21–23, 2021 : proceedings2021 / p. 78–87 https://doi.org/10.1007/978-3-030-87657-9_6 Conference Proceedings at Scopus Article at Scopus

book article EST / book article ENG
4

journal article EST / journal article ENG

Enhancing global model performance in federated learning with non-IID data using a data-free generative diffusion modelNajafi, Mohammadreza; Daneshtalab, Masoud; Lee, Jeong-A; Saadloonia, Ghazal; Shin, SeokjooIEEE Access2024 / p. 148230-148239 : ill https://doi.org/10.1109/ACCESS.2024.3474056 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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5

book article

Explainable federated learning for Botnet Detection in IoT networksKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK2024 / p. 22-29 https://doi.org/10.1109/CSR61664.2024.10679348 Article at Scopus Article at WOS

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Related publications 1
- Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
6

journal article EST / journal article ENG

Fast and fair computation offloading management in a swarm of drones using a rating-based federated learning approachRahbari, Dadmehr; Alam, Muhammad Mahtab; Le Moullec, Yannick; Jenihhin, MaksimIEEE Access2021 / p. 113832-113849 https://doi.org/10.1109/ACCESS.2021.3104117 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
7

journal article

Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, HayretdinComputer networks2025 / art. 111479, 23 p. : ill https://doi.org/10.1016/j.comnet.2025.111479

journal article
Related publications 1
- Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
8

journal article EST / journal article ENG

HeRD : Modeling Heterogeneous Degradations for Federated Super-Resolution in Satellite ImageryKhan, Bostan; Mousavi, Seyedhamidreza; Daneshtalab, MasoudIEEE Access2025 / p. 125857-125868 https://doi.org/10.1109/ACCESS.2025.3590171

journal article EST / journal article ENG

Number of records 8, displaying 1 - 8

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

1. ELIXIR Machine Learning Focus Group

1. UNDP Urban Learning Center

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