Digital Library

1. A Study on Variant Malware Detection Techniques Using Static and Dynamic Features
   Jinsu Kang, Yoojae Won
   Vol. 16, No. 4, pp. 882-895, Aug. 2020
   10.3745/JIPS.03.0145
   Details Full Text PubReader
   Keywords: computer security, Dynamic Analysis Machine Learning, Metamorphic, Polymorphic, Static Analysis, Windows Malware


2. Identification of Tea Diseases Based on Spectral Reflectance and Machine Learning
   Xiuguo Zou, Qiaomu Ren, Hongyi Cao, Yan Qian, Shuaitang Zhang
   Vol. 16, No. 2, pp. 435-446, Apr. 2020
   10.3745/JIPS.02.0133
   Details Full Text PubReader
   Keywords: High Dimensional Data, Machine Learning, Spectral Reflectance, Tea Diseases


3. Advanced Technologies in Blockchain, Machine Learning, and Big Data
   Ji Su Park, Jong Hyuk Park
   Vol. 16, No. 2, pp. 239-245, Apr. 2020
   10.3745/JIPS.01.0052
   Details Full Text PubReader
   Keywords: Big data, Blockchain, Machine Learning


4. Low-Quality Banknote Serial Number Recognition Based on Deep Neural Network
   Unsoo Jang, Kun Ha Suh, Eui Chul Lee
   Vol. 16, No. 1, pp. 224-237, Feb. 2020
   10.3745/JIPS.04.0160
   Details Full Text PubReader
   Keywords: Banknote Recognition, Convolutional Neural Network, Machine Learning, optical character recognition, Serial Number Recognition


5. Systematic Review of Bug Report Processing Techniques to Improve Software Management Performance
   Dong-Gun Lee, Yeong-Seok Seo
   Vol. 15, No. 4, pp. 967-985, Aug. 2019
   10.3745/JIPS.04.0130
   Details Full Text PubReader
   Keywords: Bug Report, Clustering, Duplication Detection, Information Retrieval, Machine Learning, Priority, Severity, Software Developer Assignment, Software Management, Triage


6. Selection of Machine Learning Techniques for Network Lifetime Parameters and Synchronization Issues in Wireless Networks
   Nimmagadda Srilakshmi, Arun Kumar Sangaiah
   Vol. 15, No. 4, pp. 833-852, Aug. 2019
   10.3745/JIPS.04.0125
   Details Full Text PubReader
   Keywords: congestion, Energy Harvesting, Machine Learning Algorithms, Network Lifetime, Wireless Networks


7. User Modeling Using User Preference and User Life Pattern Based on Personal Bio Data and SNS Data
   Hyejin Song, Kihoon Lee, Nammee Moon
   Vol. 15, No. 3, pp. 645-654, Jun. 2019
   10.3745/JIPS.01.0044
   Details Full Text PubReader
   Keywords: Bio Data, Data Tracking, Life Pattern, Machine Learning, Social Behavior Analysis, User modeling


8. Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications
   Ruchika Malhotra, Anjali Sharma
   Vol. 14, No. 3, pp. 751-770, Jun. 2018
   10.3745/JIPS.04.0077
   Details Full Text PubReader
   Keywords: Empirical Validation, Fault Prediction, Machine Learning, Object-Oriented Metrics, Web Application Quality


9. Microblog Sentiment Analysis Method Based on Spectral Clustering
   Shi Dong, Xingang Zhang, Ya Li
   Vol. 14, No. 3, pp. 727-739, Jun. 2018
   10.3745/JIPS.04.0076
   Details Full Text PubReader
   Keywords: Machine Learning, RDM, Sentiment Analysis, Spectral Cluster


10. A CTR Prediction Approach for Text Advertising Based on the SAE-LR Deep Neural Network
    Zilong Jiang, Shu Gao, Wei Dai
    Vol. 13, No. 5, pp. 1052-1070, Oct. 2017
    10.3745/JIPS.02.0069
    Details Keywords: deep neural network, Machine Learning, Text Advertising, SAE-LR