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| Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169 作者: Wen-Jing Hong; Peng Yang; Ke Tang Adobe PDF(946Kb)  |  收藏  |  浏览/下载:132/35  |  提交时间:2021/04/22 Large-scale multi-objective optimization high-dimensional search space evolutionary computation evolutionary algorithms scalability |
| A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44 作者: Wei Jia; Jian Gao; Wei Xia; Yang Zhao; Hai Min; Jing-Ting Lu 浏览  |  Adobe PDF(2680Kb)  |  收藏  |  浏览/下载:212/76  |  提交时间:2021/02/23 Performance evaluation convolutional neural network (CNN) biometrics palmprint palm vein deep learning |
| Supervised and Semi-supervised Methods for Abdominalm Organ Segmentation: A Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 887-914 作者: Isaac Baffour Senkyire; Zhe Liu Adobe PDF(1308Kb)  |  收藏  |  浏览/下载:206/47  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| Data Augmentation and Deep Neuro-fuzzy Network for Student Performance Prediction with MapReduce Framework 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 981-992 作者: Amlan Jyoti Baruah; Siddhartha Baruah Adobe PDF(1583Kb)  |  收藏  |  浏览/下载:186/49  |  提交时间:2021/11/26 Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520 作者: Tian-Fang Zhao; Wei-Neng Chen; Xin-Xin Ma; Xiao-Kun Wu Adobe PDF(1283Kb)  |  收藏  |  浏览/下载:131/36  |  提交时间:2021/07/20 Evolutionary computation complex network propagation dynamics social diffusion evolution model optimization algorithm |
| Accurate Classification of EEG Signals Using Neural Networks Trained by Hybrid Population-physic-based Algorithm 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 108-122 作者: Sajjad Afrakhteh; Mohammad-Reza Mosavi; Mohammad Khishe; Ahmad Ayatollahi Adobe PDF(1536Kb)  |  收藏  |  浏览/下载:136/55  |  提交时间:2021/02/22 Brain-computer interface (BCI) classification electroencephalography (EEG) gravitational search algorithm (GSA) multi-layer perceptron neural network (MLP-NN) particle swarm optimization. |
| Localization and Classification of Rice-grain Images Using Region Proposals-based Convolutional Neural Network 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 233-246 作者: Kittinun Aukkapinyo; Suchakree Sawangwong; Parintorn Pooyoi; Worapan Kusakunniran 浏览  |  Adobe PDF(1162Kb)  |  收藏  |  浏览/下载:182/51  |  提交时间:2021/02/22 Mask region-based convolutional neural networks (R-CNN) computer vision deep learning rice grain classification transfer learning. |
| PID Neural Network Decoupling Control Based on Hybrid Particle Swarm Optimization and Differential Evolution 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 867-873 作者: Hong-Tao Ye; Zhen-Qiang Li Adobe PDF(705Kb)  |  收藏  |  浏览/下载:118/35  |  提交时间:2021/02/22 Particle swarm optimization differential evolution proportion integration differentiation (PID) neural network hybrid approach decoupling control. |
| A Comprehensive Review of Path Planning Algorithms for Autonomous Underwater Vehicles 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 321-352 作者: Madhusmita Panda; Bikramaditya Das; Bidyadhar Subudhi; Bibhuti Bhusan Pati 浏览  |  Adobe PDF(2673Kb)  |  收藏  |  浏览/下载:186/46  |  提交时间:2021/02/22 Autonomous underwater vehicle (AUV) cooperative motion formation control optimization path planning (PP). |
| Electronic Nose and Its Applications: A Survey 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 179-209 作者: Diclehan Karakaya; Oguzhan Ulucan; Mehmet Turkan 浏览  |  Adobe PDF(1365Kb)  |  收藏  |  浏览/下载:167/32  |  提交时间:2021/02/22 Artificial intelligence machine learning pattern recognition electronic nose (EN) sensors technology. |