Refereed journals

  • Musa, Ibrahim, Hyun Park, Lkhagvadorj Munkhdalai, and Keun Ryu. "Global Research on Syndromic Surveillance from 1993 to 2017: Bibliometric Analysis and Visualization." Sustainability 10, no. 10 (2018): 3414, (SCIE; IF: 2.075 | link).
  • Yang, Eunjoo, Hyun Woo Park, Yeon Hwa Choi, Jusim Kim, Lkhagvadorj Munkhdalai, Ibrahim Musa, and Keun Ho Ryu. "A Simulation-Based Study on the Comparison of Statistical and Time Series Forecasting Methods for Early Detection of Infectious Disease Outbreaks." International journal of environmental research and public health 15, no. 5 (2018): 966, (SCIE; IF: 2.145 |link ).
  • Ishag, Musa Ibarhim M., Kwang Sun Ryu, Jong Yun Lee, and Keun Ho Ryu. "Event Detection in Twitter: Methodological Evaluation and Structural Analysis of the Bibliometric Data." In Modern Approaches for Intelligent Information and Database Systems, pp. 99-112. Springer, Cham, 2018. (SCOPUS| link).
  • Kim, Kyu Ik, Musa Ibrahim M. Ishag, Myungsic Kim, Jin Suk Kim, and Keun Ho Ryu. "Proposal of a Resource-Monitoring Improvement System Using Amazon Web Service API." In Advances in Computer Science and Ubiquitous Computing, pp. 1103-1107. Springer, Singapore, 2016.(SCOPUS| link)
  • Kim, Hyeongsoo, Musa Ibrahim M. Ishag, Minghao Piao, Taeil Kwon, and Keun Ho Ryu. "A data mining approach for cardiovascular disease diagnosis using heart rate variability and images of carotid arteries." Symmetry 8, no. 6 (2016): 47. (SCIE; IF: 1.323 | link).



International Conference Papers

  • Park, Kwang Ho, Musa Ibrahim M. Ishag, Kwang Sun Ryu, Meijing Li, and Keun Ho Ryu. "Efficient Ensemble Methods for Classification on Clear Cell Renal Cell Carcinoma Clinical Dataset." In Asian Conference on Intelligent Information and Database Systems, pp. 235-242. Springer, Cham, 2018. (SCOPUS| link).
  • Musa Ibrahim M. Ishag, Kwang Sun Ryu, Hyun Woo Park, Dingkun Li, Keun Ho Ryu. “Collaboration Patterns and Topic Analysis on Text-based Time Series Research." ICISCA/ICW, 2018.
  • Mohamed Ezzeldin A.Bashir, Musa Ibrahim M.Ishag, Dingkun Li, and Keun Ho Ryu. "Big Data in Healthcare: A bibliometric review via CiteSpace (2012 - 2016)." FITAT/ICISCA, 2017.
  • Li, Dingkun, Hyun Woo Park, Musa Ibrahim M. Ishag, Erdenebileg Batbaatar, and Keun Ho Ryu. "Design and Partial Implementation of Health Care System for Disease Detection and Behavior Analysis by Using DM Techniques." In Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC/PiCom/DataCom/CyberSciTech), 2016 IEEE 14th Intl C, pp. 781-786. IEEE, 2016. (SCOPUS| link).
  • Ishag, MUSA IBRAHIM M., H. W. Park, D. I. N. G. K. U. N. Li, and K. H. Ryu. "Highlighting current issues in API usage mining to enhance software reusability." In Proceedings of the 15th International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS 2016). Recent Advances in Computer Engineering Series. 2016.
  • Ishag, Musa Ibrahim M., SangHun Han, and Keun Ho Ryu. "Mapping the Knowledge Domain of FITAT for Better Research Collaboration and Dissemination.", FITAT, 2016.
  • Ryu, Kwang Sun, Hyun Woo Park, Soo Ho Park, Ibrahim M. Ishag, Jang Hwang Bae, and Keun Ho Ryu. "The discovery of prognosis factors using association rule mining in acute myocardial infarction with ST-Segment elevation." In International Conference on Information Technology in Bio-and Medical Informatics, pp. 49-55. Springer, Cham, 2015. (SCOPUS| link)
  • Keun Ho Ryu, Meijing Li, and Ibrahim Mua Ishag Musa. "Biomedical Text Mining: An Overview and an Exemplary Application." ICICTS 2015.
  • Musa Ibrahim M. Ishag, Ho Sun Shon, Keun Ho Ryu. "Extracting Political Networks of the Sudan from Online Newspapers." APAN37, 2014.
  • Bashir, Mohammed, Dong Gyu Lee, Ibrahim Ishag, Makki Okasha, Ho Sun Shon, and Keun Ho Ryu. "Adeptness Associative Learning Method for Real-Time Cardiac Arrhythmia Detection." International Conference FITAT/ISPM, 2014.
  • Musa Ibrahim M. Ishag, Ho Sun Shon, Keun Ho Ryu, Young-Sung Lee. "Mining Big Data: The case of Multimedia-Rich Online Social Networks." International Conference FITAT/ISPM, 2014



Conference Papers in Korean

  • 이모세, 류광선, 박현우, 이정곤, 류근호. "텍스트 기반의 시계열 데이터 마이닝의 도메인 매핑." KDBC 2017.
  • Park, Hyun Woo, Kwang Ho Park, Erdenebileg Batbaatar, Dingkun Li, Ibrahim Musa M. Ishag, and Keun Ho Ryu. "Design of Chronic Disease Healthcare System based on Big Data Platform." 한국콘텐츠학회 ICCC 논문집 (2017): 213-214.
  • Ishag, Ibrahim Musa, Dingkun Li, Hyun WooPark, and Keun Ho Ryu. "Prediction of Hypertension using Feature Selection with KNHANES 2007-2014." 한국콘텐츠학회 ICCC 논문집(2016): 99-100.