Concepedia

Sandareka Wickramanayake

SW

6

Publications

139

Citations

6

H-Index

2014

Active since

Affiliations

University of Moratuwa(Current)

National University of Singapore

Sandareka Wickramanayake is an author at University of Moratuwa specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningLanguageAttentionManagementStatisticsForecastingLinguistics

Publications per year

2014–2024

6

Publications

6

Fuel consumption prediction of fleet vehicles using Machine Learning: A comparative study

Sandareka Wickramanayake, H. M. N. Dilum Bandara · 2016 · 59 citations

Engineering, Machine Learning, Fuel Consumption Prediction +17

Efficient PERCLOS and Gaze Measurement Methodologies to Estimate Driver Attention in Real Time

Sanka Darshana, Dileepa Fernando, Sadari Jayawardena et al. · 2014 · 23 citations

Engineering, Advanced Driver-assistance System, Attention +20

FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions

Sandareka Wickramanayake, Wynne Hsu, Mong Li Lee · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 17 citations · Full text

Artificial Intelligence, Faithful Explanations, Convolutional Neural Network +23

BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU-enhanced Keystroke Dynamics

Dilshan Senarath, Sanuja Tharinda, Maduka Vishvajith et al. · 2023 · 17 citations

DeFiTrust: A transformer-based framework for scam DeFi token detection using event logs and sentiment analysis

Maneesha Gunathilaka, Sandareka Wickramanayake, H. M. N. Dilum Bandara · Expert Systems with Applications · 2024 · 13 citations

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