Contact
Dr. Swe Swe Aung, M.C.Sc, Ph.D.
Postal Address: University of Computer Studies, Taunggyi campus, Shan state, Myanmar, 06011.
Telephone: +95-9-5600458
Email: swesweaung@ucstgi.edu.mm
Biography
Swe Swe Aung received a Bachelor of Computer Science (B.C.Sc) in 2004 from University of Compter Studies, Loikaw, Myanmar, and a Master of Computer Science (M.C.Sc) in 2009 from University of Computer Studies, Mandalay, Myanmar. She earned a Ph.D. in Information Technology from University of Computer Studies, Yangon in 2016, where she did “GPS-enabled Mobile Phone-based Traffic Detection System on Mobile Cloud Infrastructure” as well as a Ph.D. in Engineering from University of Ryukyus, Okinawa, Japan in 2019, where she researched “A Study on Advanced Applications of Machine Learning Approach and Image Processing: Traffic, Weather, Pattern Recognition, and Noise Filtering”. Her research interests are in artificial intelligence, transportation technologies, image processing, mobile computing, cloud computing, block chain technologies and education field.
Academic Qualifications:
B.C.Sc, B.C.Sc(Hons:), M.C.Sc, Ph.D (IT), Ph.D( Engineering)
- Ph.D. in Engineering, University of the Ryukyus, Okinawa, Japan, 2019.
- Ph.D. in Information Technology, University of Computer Studies, Yangon, Myanmar, 2016.
- M.C.Sc. in Computer Science, University of Computer Studies, Mandalay, Myanmar, 2009.
- B.C.Sc. (Hons) in Computer Science, Computer University (Loikaw), Kayah state, Myanmar, 2006.
- B.C.Sc. in Computer Science, Computer University (Loikaw), Kayah state, Myanmar, 2005.
Academic Dissertation:
- Master Dissertation: “Read Copy Update: To Solve Concurrency Problem Using Threads ”, M.C.Sc, 2009
- Doctoral Dissertation in Myanmar: “GPS-enabled Mobile Phone-based Traffic Detection System on Mobile Cloud Infrastructure”, Ph.D (IT), 2016.
- Doctoral Dissertation in Japan: “A Study on Advanced Applications of Machine Learning Approach and Image Processing: Traffic, Weather, Pattern Recognition, and Noise Filtering”, Ph.D. (Engineering), 2019.
Professional Experience:
- The University of Computer Studies, Taunggyi (as a Lecturer)
- The University of Computer Studies, Taunggyi (as an Assistant Lecturer)
- The University of Computer Studies, Taunggyi (as a Tutor)
Academic Journal Publication:
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Intelligent Traffic Prediction by Multi-Sensor Fusion Using Multi-threaded Machine Learning”, IEIE Transactions on Smart Processing and Computing, vol. 5, no. 6, December 30, 2016, page 430-439.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Plurality Rule–based Density and Correlation Coefficient–based Clustering for K-NN ”, IEIE Transactions on Smart Processing and Computing, vol. 6, no. 3, June 30, 2017, page-183.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Traffic Flow Estimation System by using Hybrid Approach”, IEIE Transactions on Smart Processing and Computing, Volume 6 Number 4, August 30, 2017.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Dual-kNN for a Pattern Classification Approach”, IEIE Transactions on Smart Processing and Computing, Vol.6 No.5, October, 30, 2017, Page 326-333.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Short-Term Prediction of Local Heavy Rain by Radar Image and Machine Learning”, IEIE Transactions on Smart Processing and Computing, April 30, 2018, pages-107.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Regional Distance-based k-NN Classification”, Journal of Information and Communication Engineering (JICE), Volume 4, Issue 1, April 5 , 2018, ISSN : 2186-9162, page-203.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “A High-Performance Classifier by Dimensional Tree Based Dual-kNN”, IEIE Transactions on Smart Processing and Computing, March, 2018.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Investigation into Tolerance of Mislabeling when Classifying Patterns with Dual-kNN”, IEIE Transactions on Smart Processing and Computing,Vol.7, No. 6,pp.413-423, December 30, 2018.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki,“An Adaptive Morphological Operation for High-Performance Weather Image Processing”, IEIE Transactions on Smart Processing and Computing,Vol. 7, No. 6,pp. 424-432, December 30, 2018.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “A High-Performance and Noise-Robust Classifier from K-Dimensional tree-based Dual kNN”, Journal of the Society of Plant Engineers Japan (JSPEJ),Vol.31,No.3, pp.68-79, October, 2018.
- Swe Swe Aung and Thinn Thu Naing, “Mining Data for Traffic Detection System Using GPS_enable Mobile Phone in Mobile Cloud Infrastructure”, in Proceedings of International Journal on Cloud Computing: Services and Architecture(IJCCSA),Vol.4, June 2014.
Research Paper Publication
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Advanced Traffic Prediction System by Socio-Technical Sensor Fusion using Machine Learning”, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSSC-2016), pp. 709 – 712, July 13, 2016.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Correlation Coefficient-based K-means Clustering for K-NN”, International Conference on Computer Applications, Myanmar, February 2017.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “Regional Distance-based k-NN Classification”, International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS), pages 56-62, ISSN: 2189-8723, 24-26 Nov. 2017.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “A High Performance Classifier by Dimensional Tree based Dual-kNN”, Intelligent Systems Conference (IntelliSys) , London, UK, September 2018.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “An Attempt to Forecast All Different Rainfall Series by Dynamic Programming Approach”, FTC 2018 – Future Technologies Conference 2018,13-14 November 2018,Vancouver, BC, Canada.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki,“An Adaptive Morphological Operation for High-Performance Weather Image Processing”, The 2nd International Conference on Advanced Information Technologies (ICAIT),Novotel Yangon Max Hotel, Yangon, Myanmar, 1st – 2nd November 2018.
- Swe Swe Aung, Hsu Mon Kyi, Yuzana, Thinn Thu Naing, “Blockchain-based Cross-Border Educational Transaction System ”, Seameo Rihed’s Southeast Asian Higher Education (SEA-HiEd) Week 11-15 November 2019, Bangkok, Thailand.
- Yuzana, Darli Myint Aung, Hsu Mon Kyi, Swe Swe Aung, Amy Aung, Chan Myae Aye, Yin Nyein Aye, “Nation Building Through Lends a Hand of ICT Innovation: Preliminary Approach to the Multiligual Dictionary for the Prosperity of the Shan State”, Myanmar Universities’ Research Conference 2019, 24th-25th May, 2019, University of Yangon, 24th-25th May, 2019.
- Hsu Mon Kyi, Swe Swe Aung,Yuzana, Thinn Thu Naing , “Outcome-based Education System using Blockchain Technology”, Seameo Rihed’s Southeast Asian Higher Education (SEA-HiEd) Week 11-15 November 2019, Bangkok, Thailand.
- Swe Swe Aung, Itaru Nagayama, and Shiro Tamaki, “A High Performance and Noise-Robust Classifier from K-Dimensional tree-based Dual kNN”, Workshop on Intelligent Techniques and Data Modeling ( Special Interest Group of Intelligent Techniques and Applications), University of the Ryukyus, Okinawa, Japan.
- Swe Swe Aung and Thinn Thu Naing, “Applying GPS_enable Mobile Phone_based Traffic Monitoring System in Mobile Cloud Infrastructure”, in proceedings of the 12ththe International Conference on Computer Applications (ICCA, 2014), Myanmar, February 17-18
- Swe Swe Aung and Thinn Thu Naing, “Behavior Based Traffic Detection System”, in proceedings of the 13 th the International Conference on Computer Applications (ICCA, 2015), Myanmar, February 5-6, 2015.
- Swe Swe Aung and Thinn Thu Naing, “Naïve Bayes Classifier Based Traffic Prediction System on Cloud Infrastructure”, IEEE conference of 6th International Conference on Intelligent System, Modelling and Simulation, ISMS2015,Malaysia , February 2015.
- Swe Swe Aung and Thinn Thu Naing, “Filtering Duplicated Location in Tracking Traffic Data”, the 9th International Conference on Genetic and Evolutionary Computing (ICGEC 2015), Myanmar, August 26-28, 2015
- Swe Swe Aung and Swe Swe Shein, “Read Copy Update: To Solve Concurrency Problem Using Threads”, AICT Applied Information and Communication Technology, July, 2009.