Kasun S Perera

BSc (Hons) in Computer Science, MSc in Computing and Information Science

About Me

I am Kasun Sanjeewa Perera from Sri Lanka. I was born in 1985 in Mathugama in the Western Province. I had my primary education at Ananda Sastralaya National College and secondary education at C.W.W.Kannangara National College, the first college founded after introducing free education in Sri Lanka. For my Advanced Level studies I moved to Nalanda College, Colombo and passed in 2004 in physical science stream.

Higher Education

2005 - 2009 : Bachelor of Science in Computer Science with (hons) from School of Computing, University of Colombo, Sri Lanka.

2011 - 2013 : Master of Science in Computing and Information Science from Masdar Institute of Science and Technology, UAE in Collaboration with Massachusetts Institute of Technology, USA.

Research Interests

My current research interests are in the field of Model Based Database Construction, Data Mining and Machine Learning. Particularly interested in energy sector, renewable energy integration, smart grid communication etc. I also interested in fraud detection in online advertising and financial fields. Privacy preserve data mining and security in mobile and wireless sensor network communication are another interested areas to work with.

My MSc thesis titled "A Class Imbalance Learning Approach to Fraud Detection in Online Advertising" was supervised by Asst: Prof: Zeyar Aung.

BSc Final Year Project titled "mPKI - A generic model for applying public key infrastructure into mobile phones" was supervised by Dr Kasun De Zoysa.

Publications

  • "Modeling Large Time Series for Efficient Approximate Query Processing",Kasun S Perera, Martin Hahmann, Wolfgang Lehner, Torben Bach Pedersen. Christian Thomsen, Database Systems for Advanced Applications: DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Hanoi, Vietnam, April 20-23, 2015, [Oral/Full Paper]

  • "Behavioral modeling of Wireless Sensor nodes using meta-data",Hashan M Wanniarachchi, Kasun S Perera, MDJS Goonatillake, IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Pages 1-5 2015 [Oral/Full Paper]

  • "Machine Learning Techniques for Supporting Renewable Energy Generation and Integration: A Survey",Kasun S Perera, Zeyar Aung, Wei Lee Woon, Data Analytics for Renewable Energy Integration,Pages 81-96, ECML-PKDD 2014 [Oral/Full Paper]

  • "Detecting Fraudulent Patterns in Online Advertising: A Data Mining Approach", Richard Oentaryo, Ee-Peng Lim, Feida Zhu, David Lo, Michael Finegold, Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh-Nhut Nguyen, Kasun S Perera, Bijay Neupane, Mustafa A Faisal, Zeyar Aung, Wei Lee Woon, Chen Wei, Dhaval Patel, Daniel Berrar, Journal of Machine Learning Research, 2014 [Journal Paper]

  • "A Novel Ensemble Learning-Based Approach for Click Fraud Detection in Mobile Advertising", Kasun S Perera, Bijay Neupane, Mustafa A Faisal, Zeyar Aung, Wei LeeWoon, Mining Intelligence and Knowledge Exploration, MIKE 2013. [Oral/Full Paper]

  • "A novel approach based on ensemble learning for fraud detection in mobile advertising", Kasun S Perera, Bijay Neupane, Mustafa A Faisal, Zeyar Aung, Wei LeeWoon, Workshop on Fraud Detection in Mobile Advertising In conjunction with ACML 2012. [2nd Winner of the Competition, Oral/Full Paper]

  • "Artificial neural networkbased electricity price forecasting for smart grid deployment", Bijay Neupane, Kasun S Perera, Zeyar Aung, Wei Lee Woon, International conference on computer systems and industrial informatics (ICCSII) - 2012 [Oral/Full Paper]

  • "Towards accurate electricity price forecasting using artificial neural networks", Bijay Neupane, Kasun S Perera, Zeyar Aung, Wei Lee Woon, UAE - Swiss reasearch day - 2012 [Poster/Abstract]

  • "mPKI - A generic model for applying public key infrastructure into mobile phones", B.D.K.S.Perera, Kasun De Zoysa, Emerging Technologies Track - 5th eAsia Conference - 2009 [Oral/Extended Abstract]

Working Experience

After graduating in 2009 I joing to University of Colombo School of Computing as a temporary instructor. My work includes assisting SCS 1009 - Probability and Statistics, SCS 2001 - Operating Systems, SCS 2008 - Numerical Computing and SCS 3001 - Cryptography Systems. I also conduct lectures in ICT 1009 - Mathematics for Computing.

While serving in UCSC, I conduct visiting lectures at Institute of Indigenous Medicine at University of Colombo.

In 2010 I moved to CUTE Center-Mixed Reality Lab, National University of Singapore and work there as a Research Assistant at Mobile Interactive Media and Entertainment Group under Prof. Henry Duh.

From 2013, I am working in TU Dresden, Germany as a Research Associate, focusing on efficient approximate query processing over large time series data.

Awards

2nd Winner Award - Fraud Detection in Mobile Advertising Competition organized in conjunction with ACML 2012.

Masdar Institute of Science and Technology, Master of Science Scholarship - 2011

Technologies

Expertise in:

  • C, C++, JAVA, Python, PHP, Objective C
  • WEKA, Matlab, Octave
  • Linux/Unix
  • MySQL, MS SQL Server
  • TinyOS

Contact

You can contact me via,

Email : kasunsp11 'at' gmail 'dot' com

Mobile : +94-712020756

All rights reserved

 

Last Updated on 23.06.2014