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Applications of Deep Learning and Reinforcement Learning to Biological Data
Applications of Deep Learning and Reinforcement Learning to Biological Data
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Applications of Deep Learning and Reinforcement Learning to Biological Data

Mahmud, Mufti ; Kaiser, Mohammed Shamim ; Hussain, Amir ; Vassanelli, Stefano

IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079

United States: IEEE

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Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy
Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy
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Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy

Dal Pozzolo, Andrea ; Boracchi, Giacomo ; Caelen, Olivier ; Alippi, Cesare ; Bontempi, Gianluca

IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3784-3797

United States: IEEE

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Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation
Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation
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Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation

Chen, Yang ; Sun, Xiaoyan ; Jin, Yaochu

IEEE transaction on neural networks and learning systems, 2020-10, Vol.31 (10), p.4229-4238

United States: IEEE

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Optimal and Autonomous Control Using Reinforcement Learning: A Survey
Optimal and Autonomous Control Using Reinforcement Learning: A Survey
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Optimal and Autonomous Control Using Reinforcement Learning: A Survey

Kiumarsi, Bahare ; Vamvoudakis, Kyriakos G. ; Modares, Hamidreza ; Lewis, Frank L.

IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2042-2062

United States: IEEE

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5
Modulation Classification Based on Signal Constellation Diagrams and Deep Learning
Modulation Classification Based on Signal Constellation Diagrams and Deep Learning
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Modulation Classification Based on Signal Constellation Diagrams and Deep Learning

Peng, Shengliang ; Jiang, Hanyu ; Wang, Huaxia ; Alwageed, Hathal ; Zhou, Yu ; Sebdani, Marjan Mazrouei ; Yao, Yu-Dong

IEEE transaction on neural networks and learning systems, 2019-03, Vol.30 (3), p.718-727

United States: IEEE

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Machine Learning Methods for Attack Detection in the Smart Grid
Machine Learning Methods for Attack Detection in the Smart Grid
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Machine Learning Methods for Attack Detection in the Smart Grid

Ozay, Mete ; Esnaola, Inaki ; Yarman Vural, Fatos Tunay ; Kulkarni, Sanjeev R. ; Poor, H. Vincent

IEEE transaction on neural networks and learning systems, 2016-08, Vol.27 (8), p.1773-1786

United States: IEEE

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Universal Approximation Capability of Broad Learning System and Its Structural Variations
Universal Approximation Capability of Broad Learning System and Its Structural Variations
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Universal Approximation Capability of Broad Learning System and Its Structural Variations

Chen, C. L. Philip ; Liu, Zhulin ; Feng, Shuang

IEEE transaction on neural networks and learning systems, 2019-04, Vol.30 (4), p.1191-1204

United States: IEEE

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Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
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Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

Chen, C. L. Philip ; Liu, Zhulin

IEEE transaction on neural networks and learning systems, 2018-01, Vol.29 (1), p.10-24

United States: IEEE

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Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction
Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction
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Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction

Gao, Shangce ; Zhou, Mengchu ; Wang, Yirui ; Cheng, Jiujun ; Yachi, Hanaki ; Wang, Jiahai

IEEE transaction on neural networks and learning systems, 2019-02, Vol.30 (2), p.601-614

United States: IEEE

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Feature Selection Based on Neighborhood Discrimination Index
Feature Selection Based on Neighborhood Discrimination Index
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Feature Selection Based on Neighborhood Discrimination Index

Wang, Changzhong ; Hu, Qinghua ; Wang, Xizhao ; Chen, Degang ; Qian, Yuhua ; Dong, Zhe

IEEE transaction on neural networks and learning systems, 2018-07, Vol.29 (7), p.2986-2999

United States: IEEE

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