Search Results for author: Prem Prakash Jayaraman

Found 8 papers, 1 papers with code

DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data

no code implementations29 Mar 2024 Muhammad Sakib Khan Inan, Kewen Liao, Haifeng Shen, Prem Prakash Jayaraman, Dimitrios Georgakopoulos, Ming Jian Tang

Internet of Things (IoT) sensor data or readings evince variations in timestamp range, sampling frequency, geographical location, unit of measurement, etc.

Time Series Time Series Classification

An AI-based Solution for Enhancing Delivery of Digital Learning for Future Teachers

no code implementations9 Nov 2021 Yong-Bin Kang, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Natalie Wieland, Elizabeth Kollias, Hung Du, Steven Thomson, Yuan-Fang Li

There has been a recent and rapid shift to digital learning hastened by the pandemic but also influenced by ubiquitous availability of digital tools and platforms now, making digital learning ever more accessible.

Multiple-choice Question Generation +1

An IIoT machine model for achieving consistency in product quality in manufacturing plants

no code implementations27 Sep 2021 Abhik Banerjee, Abdur Rahim Mohammad Forkan, Dimitrios Georgakopoulos, Josip Karabotic Milovac, Prem Prakash Jayaraman

In this paper, we present an Industrial Internet of Things (IIoT) machine model which enables effective monitoring and control of plant machinery so as to achieve consistency in product quality.

Evaluating Sensor Data Quality in Internet ofThings Smart Agriculture Applications

no code implementations28 Apr 2021 Kaneez Fizza, Prem Prakash Jayaraman, Abhik Banerjee, Dimitrios Georgakopoulos, Rajiv Ranjan

The unprecedented growth of Internet of Things (IoT) and its applications in areas such as Smart Agriculture compels the need to devise newer ways for evaluating the quality of such applications.

CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep Learning

no code implementations9 Feb 2021 Abdur Rahim Mohammad Forkan, Yong-Bin Kang, Prem Prakash Jayaraman, Kewen Liao, Rohit Kaul, Graham Morgan, Rajiv Ranjan, Samir Sinha

In this paper, we propose a new technique that applies automated image analysis in the area of structural corrosion monitoring and demonstrate improved efficacy compared to existing approaches.

Philosophy

ExpFinder: An Ensemble Expert Finding Model Integrating $N$-gram Vector Space Model and $μ$CO-HITS

1 code implementation18 Jan 2021 Yong-Bin Kang, Hung Du, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Amir Aryani, Timos Sellis

In this paper, we propose $\textit{ExpFinder}$, a new ensemble model for expert finding, that integrates a novel $N$-gram vector space model, denoted as $n$VSM, and a graph-based model, denoted as $\textit{$\mu$CO-HITS}$, that is a proposed variation of the CO-HITS algorithm.

Information Retrieval Retrieval

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 Schema Editor of OpenIoT for Semantic Sensor Networks

no code implementations21 Jun 2016 Prem Prakash Jayaraman, Jean-Paul Calbimonte, Hoan Nguyen Mau Quoc

Ontologies provide conceptual abstractions over data, in domains such as the Internet of Things, in a way that sensor data can be harvested and interpreted by people and applications.

Cannot find the paper you are looking for? You can Submit a new open access paper.