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| Behavior-based Autonomous Navigation and Formation Control of Mobile Robots in Unknown Cluttered Dynamic Environments with Dynamic Target Tracking 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 766-786
作者: Nacer Hacene; Boubekeur Mendil
 Adobe PDF(6433Kb) |  收藏 | 浏览/下载：216/55 | 提交时间：2021/09/13
Behavior-based autonomous navigation dynamic obstacles and walls dynamic target tracking formation control of multi-robot systems dynamic environment |
| 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：370/52 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep 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
 浏览 | Adobe PDF(1711Kb) | 收藏 | 浏览/下载：218/36 | 提交时间：2021/02/23
Deep learning fine-grained image classification semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
| A Fuzzy Neural Network Based Dynamic Data Allocation Model on Heterogeneous Multi-GPUs for Large-scale Computations 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 2, 页码: 181-193
作者: Chao-Long Zhang; Yuan-Ping Xu; Zhi-Jie Xu; Jia He; Jing Wang; Jian-Hua Adu
浏览 | Adobe PDF(12991Kb) | 收藏 | 浏览/下载：139/35 | 提交时间：2021/02/23
Heterogeneous GPU cluster dynamic load balancing fuzzy neural network adaptive scheduler discrete wavelet transform. |
| Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
作者: Dilantha Haputhanthri; Gunavaran Brihadiswaran; Sahan Gunathilaka; Dulani Meedeniya; Sampath Jayarathna; Mark Jaime; Christopher Harshaw
浏览 | Adobe PDF(1617Kb) | 收藏 | 浏览/下载：235/70 | 提交时间：2021/02/22
Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |
| A Wide Learning Approach for Interpretable Feature Recommendation for 1-D Sensor Data in IoT Analytics 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 800-811
作者: Snehasis Banerjee; Tanushyam Chattopadhyay; Utpal Garain
浏览 | Adobe PDF(891Kb) | 收藏 | 浏览/下载：248/66 | 提交时间：2021/02/22
Feature engineering sensor data analysis Internet of things (IoT) analytics interpretable learning automation. |
| Deep Learning Based Single Image Super-resolution: A Survey 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 413-426
作者: Viet Khanh Ha; Jin-Chang Ren; Xin-Ying Xu; Sophia Zhao; Gang Xie; Valentin Masero; Amir Hussain
浏览 | Adobe PDF(1389Kb) | 收藏 | 浏览/下载：158/41 | 提交时间：2021/02/22
Image super-resolution convolutional neural network high-resolution image low-resolution image deep learning. |
| A Hybrid Time Frequency Response and Fuzzy Decision Tree for Non-stationary Signal Analysis and Pattern Recognition 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 3, 页码: 398-412
作者: N. R. Nayak; P. K. Dash; R. Bisoi
Adobe PDF(1576Kb) | 收藏 | 浏览/下载：163/53 | 提交时间：2021/02/22
Non-stationary signals sparse S-transform (SST) scaling method fuzzy decision tree pattern classification. |
| An Approach to Reducing Input Parameter Volume for Fault Classifiers 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 2, 页码: 199-212
作者: Ann Smith; Fengshou Gu; Andrew D. Ball
浏览 | Adobe PDF(1085Kb) | 收藏 | 浏览/下载：163/70 | 提交时间：2021/02/22
Fault diagnosis classification variable clustering data compression big data. |
| Image Encryption Application of Chaotic Sequences Incorporating Quantum Keys 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 123-138
作者: Bin Ge; Hai-Bo Luo
浏览 | Adobe PDF(2559Kb) | 收藏 | 浏览/下载：147/52 | 提交时间：2021/02/22
Logistic chaotic system quantum key nonlinear operation sequence performance image encryption algorithm. |
