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Mocanu, Decebal Constantin
128  Ergebnisse:
Personensuche X
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1

Avoiding Forgetting and Allowing Forward Transfer in Contin..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Sokar, Ghada ; Mocanu, Decebal Constantin ; Pechenizkiy, Mykola - p. 85-101 , 2023
Link: https://doi.org/10.1007/..
 
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2

A brain-inspired algorithm for training highly sparse neura..:

Atashgahi, Zahra ; Pieterse, Joost ; Liu, Shiwei...
Machine Learning.  111 (2022)  12 - p. 4411-4452 , 2022
Link: https://doi.org/10.1007/..
 
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3

Efficient and effective training of sparse recurrent neural..:

Liu, Shiwei ; Ni'mah, Iftitahu ; Menkovski, Vlado..
Neural Computing and Applications.  33 (2021)  15 - p. 9625-9636 , 2021
Link: https://doi.org/10.1007/..
 
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4

Evolving Plasticity for Autonomous Learning under Changing ..:

Yaman, Anil ; Iacca, Giovanni ; Mocanu, Decebal Constantin...
Evolutionary Computation.  29 (2021)  3 - p. 391-414 , 2021
Link: https://doi.org/10.1162/..
 
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5

SpaceNet: Make Free Space for Continual Learning:

Sokar, Ghada ; Mocanu, Decebal Constantin ; Pechenizkiy, Mykola
Neurocomputing.  439 (2021)  - p. 1-11 , 2021
Link: https://doi.org/10.1016/..
 
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6

Forecasting:

, In: Local Electricity Markets,
Mocanu, Elena ; Mocanu, Decebal Constantin ; Paterakis, Nikolaos G.. - p. 243-257 , 2021
Link: https://doi.org/10.1016/..
 
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7

List of contributors:

, In: Local Electricity Markets,
Agbenyo Folly, Komla ; Almeida, José ; Amicarelli, Elvira... - p. xiii-xv , 2021
Link: https://doi.org/10.1016/..
 
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8

Sparse Training Theory for Scalable and Efficient Agents:

, In: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems,
Mocanu, Decebal Constantin ; Mocanu, Elena ; Pinto, Tiago... - p. 34-38 , 2021
Link: https://dl.acm.org/doi/1..
 
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9

Topological Insights into Sparse Neural Networks:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Liu, Shiwei ; Van der Lee, Tim ; Yaman, Anil... - p. 279-294 , 2021
Link: https://doi.org/10.1007/..
 
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10

Self-Attention Meta-Learner for Continual Learning:

, In: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems,
Sokar, Ghada ; Mocanu, Decebal Constantin ; Pechenizkiy, Mykola - p. 1658-1660 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

Quick and robust feature selection: the strength of energy-..:

Atashgahi, Zahra ; Sokar, Ghada ; van der Lee, Tim...
Machine Learning.  111 (2021)  1 - p. 377-414 , 2021
Link: https://doi.org/10.1007/..
 
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12

Novelty producing synaptic plasticity:

, In: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion,
Yaman, Anil ; Iacca, Giovanni ; Mocanu, Decebal Constantin.. - p. 93-94 , 2020
Link: https://dl.acm.org/doi/1..
 
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13

Sparse evolutionary deep learning with over one million art..:

Liu, Shiwei ; Mocanu, Decebal Constantin ; Matavalam, Amarsagar Reddy Ramapuram..
Neural Computing and Applications.  33 (2020)  7 - p. 2589-2604 , 2020
Link: https://doi.org/10.1007/..
 
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14

A Hybrid Framework Combining Vehicle System Knowledge with ..:

, In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC),
Sanchez, Manuel Munoz ; Silvas, Emilia ; Pogosov, Denis. - p. 444-450 , 2020
Link: https://doi.org/10.1109/..
 
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15

Short-long term anomaly detection in wireless sensor networ..:

Cauteruccio, Francesco ; Fortino, Giancarlo ; Guerrieri, Antonio...
Information Fusion.  52 (2019)  - p. 13-30 , 2019
Link: https://doi.org/10.1016/..
 
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