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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 |
| 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:320/82  |  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) |
| 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:119/33  |  提交时间:2021/02/23 Deep learning healthcare electronic health records (EHR) neural networks survey. |
| A Novel Active Learning Method Using SVM for Text Classification 期刊论文 International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 290-298 作者: Mohamed Goudjil; Mouloud Koudil1 Mouldi Bedda; Noureddine Ghoggali
浏览  |   Adobe PDF(720Kb)  |   收藏  |  浏览/下载:85/38  |  提交时间:2021/02/23 Text categorization active learning support vector machine (SVM) pool-based active learning pairwise coupling. |
| 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:214/62  |  提交时间:2021/02/22 Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |
| Tracking Registration Algorithm for Augmented Reality Based on Template Tracking 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 257-266 作者: Peng-Xia Cao; Wen-Xin Li; Wei-Ping Ma
浏览  |   Adobe PDF(1260Kb)  |   收藏  |  浏览/下载:179/46  |  提交时间:2021/02/22 Tracking registration augmented reality markerless random ferns Lucas-Kanade (LK) optical flow. |
| Text-mining-based Fake News Detection Using Ensemble Methods 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 210-221 作者: Harita Reddy; Namratha Raj; Manali Gala; Annappa Basava
浏览  |   Adobe PDF(1101Kb)  |   收藏  |  浏览/下载:314/119  |  提交时间:2021/02/22 Fake news social media stylometric features word vectors ensemble methods. |
| 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:191/37  |  提交时间:2021/02/22 Artificial intelligence machine learning pattern recognition electronic nose (EN) sensors technology. |
| Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178 作者: Han Xu; Yao Ma; Hao-Chen Liu; Debayan Deb; Hui Liu; Ji-Liang Tang; Anil K. Jain
浏览  |   Adobe PDF(2155Kb)  |   收藏  |  浏览/下载:223/63  |  提交时间:2021/02/22 Adversarial example model safety robustness defenses deep learning. |
| Binocular Vision Object Positioning Method for Robots Based on Coarse-fine Stereo Matching 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 562-571 作者: Wei-Ping Ma; Wen-Xin Li; Peng-Xia Cao
浏览  |   Adobe PDF(1234Kb)  |   收藏  |  浏览/下载:165/48  |  提交时间:2021/02/22 Object positioning stereo matching random fern normalized cross correlation binocular vision model. |