Suranga Nanayakkara

2 papers indexed

arxivcs.HC2026-07-09

HeadRoom: Lightweight, Edge-deployable Pipeline for Adaptive Notification Routing

Dinithi Dissanayake, Prasanth Sasikumar, Suranga Nanayakkara

Emerging wearables, such as smart glasses, can deliver notifications through multiple sensory channels, but there is still a limited understanding of how to choose the right channel at the right moment. We propose HeadRoom, a lightweight, edge-deployable pipeline that estimates t…

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crossrefSensors2021-04-03Cited by 120

A Review of Recent Deep Learning Approaches in Human-Centered Machine Learning

Tharindu Kaluarachchi, Andrew Reis, Suranga Nanayakkara

After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or Machine Learning (ML) field is undergoing rapid growth concerning research and real-world application development. Deep Learning has generated complexities in algorithms, and researchers an…

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