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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:194/50  |  提交时间:2021/11/26 Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| DLA+: A Light Aggregation Network for Object Classification and Detection 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 963-972 作者: Fu-Tian Wang; Li Yang; Jin Tang; Si-Bao Chen; Xin Wang Adobe PDF(1212Kb)  |  收藏  |  浏览/下载:184/30  |  提交时间:2021/11/26 Light weight image classification channel attention efficient convolution object detection |
| Research on Transfer Learning of Vision-based Gesture Recognition 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 422-431 作者: Bi-Xiao Wu; Chen-Guang Yang; Jun-Pei Zhong Adobe PDF(1688Kb)  |  收藏  |  浏览/下载:264/54  |  提交时间:2021/05/24 Transfer learning gesture recognition red-green-blue (RGB) Camera Leap Motion joint distribution adaptation (JDA) |
| Computational Decision Support System for ADHD Identification 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255 作者: Senuri De Silva; Sanuwani Dayarathna; Gangani Ariyarathne; Dulani Meedeniya; Sampath Jayarathna; Anne M. P. Michalek Adobe PDF(1937Kb)  |  收藏  |  浏览/下载:277/79  |  提交时间:2021/04/22 Attention deficit/hyperactivity disorder (ADHD) functional magnetic resonance imaging (fMRI) eye movement data seed-based correlation ensembled model convolutional neural network (CNN) default mode network (DMN) saccades fixations ADHD-Care decision support system (DDS) |
| Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 45-54 作者: Punyanuch Borwarnginn; Worapan Kusakunniran; Sarattha Karnjanapreechakorn; Kittikhun Thongkanchorn 浏览  |  Adobe PDF(1149Kb)  |  收藏  |  浏览/下载:194/70  |  提交时间:2021/02/23 Computer vision deep learning dog breed classification transfer learning image augmentation |
| Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey 期刊论文 International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 643-655 作者: Zhen-Jie Yao; Jie Bi; Yi-Xin Chen 浏览  |  Adobe PDF(692Kb)  |  收藏  |  浏览/下载:109/29  |  提交时间:2021/02/23 Deep learning healthcare electronic health records (EHR) neural networks survey. |
| A Selective Attention Guided Initiative Semantic Cognition Algorithm for Service Robot 期刊论文 International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 5, 页码: 559-569 作者: Huan-Zhao Chen; Guo-Hui Tian; Guo-Liang Liu 浏览  |  Adobe PDF(1069Kb)  |  收藏  |  浏览/下载:114/48  |  提交时间:2021/02/23 Service robot cognition computing selective attention semantic knowledge base artificial neural network. |
| 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:112/31  |  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:200/58  |  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:175/53  |  提交时间:2021/02/22 Feature engineering sensor data analysis Internet of things (IoT) analytics interpretable learning automation. |