Search Results for author: Charith Perera

Found 6 papers, 0 papers with code

Feasibility on Detecting Door Slamming towards Monitoring Early Signs of Domestic Violence

no code implementations6 Oct 2022 Osian Morgan, Hakan Kayan, Charith Perera

By using low-cost microcontrollers and TinyML, we investigate the feasibility of detecting potential early warning signs of domestic violence and other anti-social behaviors within the home.

ForestQB: An Adaptive Query Builder to Support Wildlife Research

no code implementations6 Oct 2022 Omar Mussa, Omer Rana, Benoît Goossens, Pablo Orozco-terWengel, Charith Perera

This paper presents ForestQB, a SPARQL query builder, to assist Bioscience and Wildlife Researchers in accessing Linked-Data.

Detecting Anomalies within Smart Buildings using Do-It-Yourself Internet of Things

no code implementations4 Oct 2022 Yasar Majib, Mahmoud Barhamgi, Behzad Momahed Heravi, Sharadha Kariyawasam, Charith Perera

We also discussed several challenges and potential solutions when dealing with sensing devices that produce data at different sampling rates and how we need to pre-process them in machine learning models.

Data-driven Air Quality Characterisation for Urban Environments: a Case Study

no code implementations1 Dec 2018 Yuchao Zhou, Suparna De, Gideon Ewa, Charith Perera, Klaus Moessner

The economic and social impact of poor air quality in towns and cities is increasingly being recognised, together with the need for effective ways of creating awareness of real-time air quality levels and their impact on human health.

BIG-bench Machine Learning Missing Labels +2

A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things

no code implementations10 May 2018 Yinhao Li, Awa Alqahtani, Ellis Solaiman, Charith Perera, Prem Prakash Jayaraman, Boualem Benatallah, Rajiv Ranjan

Within the rapidly developing Internet of Things (IoT), numerous and diverse physical devices, Edge devices, Cloud infrastructure, and their quality of service requirements (QoS), need to be represented within a unified specification in order to enable rapid IoT application development, monitoring, and dynamic reconfiguration.

Recommendation Systems

The Effects of Relative Importance of User Constraints in Cloud of Things Resource Discovery: A Case Study

no code implementations16 Nov 2016 Luiz H. Nunes, Julio C. Estrella, Alexandre C. B. Delbem, Charith Perera, Stephan Reiff-Marganiec

Over the last few years, the number of smart objects connected to the Internet has grown exponentially in comparison to the number of services and applications.

Cloud Computing

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