Kasun S Perera

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	All	Since 2019
Citations	354	252
h-index	6	5
i10-index	4	4

2013201420152016201720182019202020212022202320246 4 13 26 24 26 26 31 60 62 49 24

Co-authors

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 SimGXSVerified email at grab.com
Ee-Peng LimSingapore Management UniversityVerified email at smu.edu.sg
Eng Yeow CheuInstitute for Infocomm ResearchVerified email at pmail.ntu.edu.sg
Richard J. OentaryoStrategic Data Science Lead (SVP), DBS Bank | ex-McKinsey | ex-McLarenVerified email at dbs.com
Clifton PhuaDirector of Labs at IMDAVerified email at imda.gov.sg
Minh Nhut NguyenSDE II, AmazonVerified email at amazon.com
David LoProfessor of Computer Science, Singapore Management UniversityVerified email at smu.edu.sg
Daniel BerrarThe Open University, UK, and Tokyo Institute of Technology, JapanVerified email at open.ac.uk
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
M. D.J. S. GoonetillakeUniversity of Colombo School of ComputingVerified email at ucsc.cmb.ac.lk

Kasun S Perera

Lead - Ai & Data Engineering, Palo IT

Verified email at palo-it.com - Homepage

Machine Learning Data Mining Big Data Stream Analytics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Machine learning techniques for supporting renewable energy generation and integration: a survey KS Perera, Z Aung, WL Woon Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop …, 2014	116	2014
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	116	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	51	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: First International …, 2013	39	2013
A class imbalance learning approach to fraud detection in online advertising BK Perera Masdar Institute of Science and Technology, 2013	8	2013
Modeling large time series for efficient approximate query processing KS Perera, M Hahmann, W Lehner, TB Pedersen, C Thomsen Database Systems for Advanced Applications: DASFAA 2015 International …, 2015	7	2015
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	6	2016
Outdoor thermal comfort: A model based on thermal adaptation in New Zealand K Perera, M Donn, MA Schnabel 54th International Conference of the Architectural Science Association …, 2020	4	2020
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	3	2015
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
FOODIE: A Data-centric Sifting Framework for Social Media Analytics D Agarwal, A Al Imran, KS Perera	1	2023
Large-scale Probabilistic Forecasting of Consumer Engagement of CPG Products using Heterogeneous Web Data A Al Imran, KS Perera Procedia Computer Science 237, 426-436, 2024		2024
CLTR: Collectively Linking Temporal Records Across Heterogeneous Sources Y Zou, KS Perera Database Systems for Advanced Applications: 22nd International Conference …, 2017		2017

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