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| 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：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). |
| 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：123/31 | 提交时间：2021/02/23
Heterogeneous GPU cluster dynamic load balancing fuzzy neural network adaptive scheduler discrete wavelet transform. |
| A Time/Space Separation Based 3D Fuzzy Modeling Approach for Nonlinear Spatially Distributed Systems 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 1, 页码: 52-65
作者: Xian-Xia Zhang; Zhi-Qiang Fu; Shao-Yuan Li; Tao Zou; Bing Wang
浏览 | Adobe PDF(3207Kb) | 收藏 | 浏览/下载：109/32 | 提交时间：2021/02/23
Spatially distributed system (SDS) system identification 3D fuzzy system Karhunen-Love decomposition particle swarm optimization (PSO). |
| 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
 Adobe PDF(1617Kb) | 收藏 | 浏览/下载：214/62 | 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：203/60 | 提交时间：2021/02/22
Feature engineering sensor data analysis Internet of things (IoT) analytics interpretable learning automation. |
| 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
浏览 | Adobe PDF(1576Kb) | 收藏 | 浏览/下载：137/44 | 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：143/63 | 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：135/48 | 提交时间：2021/02/22
Logistic chaotic system quantum key nonlinear operation sequence performance image encryption algorithm. |
| Image Encryption Algorithm Based on Compressive Sensing and Fractional DCT via Polynomial Interpolation 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 292-304
作者: Ya-Ru Liang; Zhi-Yong Xiao
浏览 | Adobe PDF(1665Kb) | 收藏 | 浏览/下载：155/60 | 提交时间：2021/02/22
Compressive sensing fractional discrete cosine transform (DCT) via polynomial interpolation image encryption three-dimensional piecewise and nonlinear chaotic maps real-valued output. |
| Automatic Classification of Cardiac Arrhythmias Based on Hybrid Features and Decision Tree Algorithm 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 551-561
作者: Santanu Sahoo; Asit Subudhi; Manasa Dash; Sukanta Sabut
浏览 | Adobe PDF(1105Kb) | 收藏 | 浏览/下载：124/38 | 提交时间：2021/02/22
Electrocardiogram (ECG) cardiac arrhythmias empirical mode decomposition (EMD) variational mode decomposition (VMD) hybrid features decision tree classifier. |
