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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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12
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data
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Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

Khan, Salman H. ; Hayat, Munawar ; Bennamoun, Mohammed ; Sohel, Ferdous A. ; Togneri, Roberto

IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3573-3587

United States: IEEE

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13
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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14
Supervised Learning Based on Temporal Coding in Spiking Neural Networks
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Supervised Learning Based on Temporal Coding in Spiking Neural Networks

Mostafa, Hesham

IEEE transaction on neural networks and learning systems, 2018-07, Vol.29 (7), p.3227-3235

United States: IEEE

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15
Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics
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Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

Chong Zhang ; Pin Lim ; Qin, A. K. ; Kay Chen Tan

IEEE transaction on neural networks and learning systems, 2017-10, Vol.28 (10), p.2306-2318

United States: IEEE

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16
Multiview Spectral Clustering via Structured Low-Rank Matrix Factorization
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Multiview Spectral Clustering via Structured Low-Rank Matrix Factorization

Wang, Yang ; Wu, Lin ; Lin, Xuemin ; Gao, Junbin

IEEE transaction on neural networks and learning systems, 2018-10, Vol.29 (10), p.4833-4843

United States: IEEE

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17
Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis
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Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis

Tran, Dat Thanh ; Iosifidis, Alexandros ; Kanniainen, Juho ; Gabbouj, Moncef

IEEE transaction on neural networks and learning systems, 2019-05, Vol.30 (5), p.1407-1418

United States: IEEE

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18
Deep Learning in Microscopy Image Analysis: A Survey
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Deep Learning in Microscopy Image Analysis: A Survey

Xing, Fuyong ; Xie, Yuanpu ; Su, Hai ; Liu, Fujun ; Yang, Lin

IEEE transaction on neural networks and learning systems, 2018-10, Vol.29 (10), p.4550-4568

United States: IEEE

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19
Classification in the Presence of Label Noise: A Survey
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Classification in the Presence of Label Noise: A Survey

Frenay, Benoit ; Verleysen, Michel

IEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.845-869

New York, NY: IEEE

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20
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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