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| 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：204/50 | 提交时间：2021/11/26
Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
作者: Wei Jia; Wei Xia; Yang Zhao ; Hai Min; Yan-Xiang Chen
Adobe PDF(15758Kb) | 收藏 | 浏览/下载：321/46 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
作者: Hao Zhu; Man-Di Luo; Rui Wang; Ai-Hua Zheng; Ran He
Adobe PDF(1864Kb) | 收藏 | 浏览/下载：211/43 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者: Tomaso Poggio; Hrushikesh Mhaskar; Lorenzo Rosasco; Brando Miranda; Qianli Liao
Adobe PDF(1711Kb) | 收藏 | 浏览/下载：197/31 | 提交时间：2021/02/23
Deep learning fine-grained image classification semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
| Inferring Functional Connectivity in fMRI Using Minimum Partial Correlation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 4, 页码: 371-385
作者: Lei Nie; Xian Yang1 Pau(l); M. Matthews; Zhi-Wei Xu; Yi-Ke Guo
Adobe PDF(2876Kb) | 收藏 | 浏览/下载：384/227 | 提交时间：2021/02/23
Functional connectivity functional magnetic resonance imaging (fMRI) network modelling partial correlation PCalgorithm resting-state networks. |
| Actuator Fault Monitoring and Fault Tolerant Control in Distillation Columns 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 80-92
作者: Sulaiman Ayobami Lawal; Jie Zhang
Adobe PDF(13749Kb) | 收藏 | 浏览/下载：240/49 | 提交时间：2021/02/23
Dynamic principal component analysis fault detection and diagnosis distillation column fault tolerant controller inferential control. |
| A New Approach to Estimate True Position of Unmanned Aerial Vehicles in an INS/GPS Integration System in GPS Spoofing Attack Conditions 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 747-760
作者: Mohammad Majidi; Alireza Erfanian; Hamid Khaloozadeh
Adobe PDF(2379Kb) | 收藏 | 浏览/下载：174/55 | 提交时间：2021/02/23
Inertial navigation system (INS)/global positioning system (GPS) integration unmanned aerial vehicles (UAVs) position estimation spoofing particle based filters. |
| A Nash Game Approach to Mixed H2/H∞ Model Predictive Control: Part 3 – Output Feedback Case 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 5, 页码: 616-624
作者: Pakkiriswamy Aadaleesan; Prabirkumar Saha
Adobe PDF(489Kb) | 收藏 | 浏览/下载：129/39 | 提交时间：2021/02/23
Robust model predictive control mixed H2/H∞ control Nash game output feedback model predictive control (MPC) automatic differentiation fragility of controller. |
| Unmanned Aerial Vehicle Formation Inspired by Bird Flocking and Foraging Behavior 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 4, 页码: 402-416
作者: Tian-Jie Zhang
Adobe PDF(1229Kb) | 收藏 | 浏览/下载：108/47 | 提交时间：2021/02/23
Unmanned aerial vehicle (UAV) formation bird flocking foraging pigeon-inspired optimization Levy-flight. |
| Iterated Conditional Modes to Solve Simultaneous Localization and Mapping in Markov Random Fields Context 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 310-324
作者: J. Gimenez; A. Amicarelli; J. M. Toibero; F. di Sciascio; R. Carelli
Adobe PDF(1975Kb) | 收藏 | 浏览/下载：133/45 | 提交时间：2021/02/23
Simultaneous localization and mapping Markov random fields iterated conditional modes modelling on-line solver. |
