Kasun S Perera

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	All	Since 2016
Citations	166	141
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i10-index	4	4

2013201420152016201720182019202020216 3 11 22 25 27 32 30 5

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Wei Lee WoonSenior Machine Learning Scientist, Expedia GroupVerified email at expedia.com
Zeyar AungAssociate Professor, Khalifa UniversityVerified email at ku.ac.ae
Bijay NeupanePhD Fellow, Aalborg UniversityVerified email at cs.aau.dk
Mustafa Amir FaisalProcter and GambleVerified email at pg.com
Kelvin SimGICVerified email at gic.com.sg
Ee-Peng LimSingapore Management UniversityVerified email at smu.edu.sg
Eng Yeow CheuInstitute for Infocomm ResearchVerified email at pmail.ntu.edu.sg
Richard J. OentaryoLead Data Scientist, APAC, McLaren AppliedVerified email at mclaren.com
Clifton PhuaSenior Director, DataRobotVerified email at datarobot.com
Minh Nhut NguyenLead Data Scientist at AIDA TechnologiesVerified email at aidatech.io
David LoProfessor of Information Systems, Singapore Management UniversityVerified email at smu.edu.sg
Daniel BerrarAssociate Professor, Tokyo Institute of TechnologyVerified email at m.titech.ac.jp
Wolfgang LehnerTechnische Universität DresdenVerified email at tu-dresden.de
Torben Bach PedersenProfessor of Computer Science, Aalborg UniversityVerified email at cs.aau.dk
Christian ThomsenAssociate Professor, Computer Science, Aalborg UniversityVerified email at cs.aau.dk

Kasun S Perera

Founder in Residence at EF Singapore

Verified email at pinalpha.com - Homepage

Machine Learning Data Mining Big Data Stream Analytics


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Detecting click fraud in online advertising: a data mining approach R Oentaryo, EP Lim, M Finegold, D Lo, F Zhu, C Phua, EY Cheu, GE Yap, ... The Journal of Machine Learning Research 15 (1), 99-140, 2014	57	2014
Machine learning techniques for supporting renewable energy generation and integration: a survey KS Perera, Z Aung, WL Woon International Workshop on Data Analytics for Renewable Energy Integration, 81-96, 2014	40	2014
Artificial neural network-based electricity price forecasting for smart grid deployment B Neupane, KS Perera, Z Aung, WL Woon 2012 International Conference on Computer Systems and Industrial Informatics …, 2012	30	2012
A novel ensemble learning-based approach for click fraud detection in mobile advertising KS Perera, B Neupane, MA Faisal, Z Aung, WL Woon Mining Intelligence and Knowledge Exploration, 370-382, 2013	20	2013
Modeling large time series for efficient approximate query processing KS Perera, M Hahmann, W Lehner, TB Pedersen, C Thomsen International Conference on Database Systems for Advanced Applications, 190-204, 2015	7	2015
A class imbalance learning approach to fraud detection in online advertising BK Perera Masdar Institute of Science and Technology, 2013	4	2013
Efficient approximate olap querying over time series KS Perera, M Hahmann, W Lehner, TB Pedersen, C Thomsen Proceedings of the 20th International Database Engineering & Applications …, 2016	3	2016
A novel approach based on ensemble learning for fraud detection in mobile advertising KS Perera, B Neupane, MA Faisal, Z Aung, WL Woon, A Dhabi Proceedings of the 2012 Workshop on Fraud Detection in Mobile Advertising (FDMA), 2012	3	2012
Behavioral modeling of Wireless Sensor nodes using meta-data HM Wanniarachchi, KS Perera, M Goonatillake 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor …, 2015	2	2015
CLTR: Collectively Linking Temporal Records Across Heterogeneous Sources Y Zou, KS Perera International Conference on Database Systems for Advanced Applications, 668-671, 2017		2017

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