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2019
2 Downloads (Pure)

A dynamic linear model for heteroscedastic LDA under class imbalance

Gyamfi, S., Brusey, J., Hunt, A. & Gaura, E., 28 May 2019, In : Neurocomputing. 343, p. 65-75 11 p.

Research output: Contribution to journalArticle

Open Access
File
Discriminant Analysis
Discriminant analysis
Linear Models
Area Under Curve
Classifiers
1 Citation (Scopus)
1 Downloads (Pure)

Heartbeat design for energy-aware IoT: are your sensors alive?

Gyamfi, S., Brusey, J., Gaura, E. & Wilkins, R., 15 Aug 2019, In : Expert Systems with Applications. 128, p. 124-139 16 p.

Research output: Contribution to journalArticle

Wireless sensor networks
Sensors
Costs
Sensor nodes
Health
2018
20 Citations (Scopus)
49 Downloads (Pure)

An event-triggered machine learning approach for accelerometer-based fall detection

Putra, I. P. E. S., Brusey, J., Gaura, E. & Vesilo, R., 1 Jan 2018, In : Sensors. 18, 1, p. 20

Research output: Contribution to journalArticle

Open Access
File
machine learning
accelerometers
Accelerometers
Learning systems
Classifiers
8 Citations (Scopus)
50 Downloads (Pure)
Open Access
File
Expert systems
Classifiers
Quality control
Ultrasonics
Health
4 Citations (Scopus)
31 Downloads (Pure)

Modelling uncontrolled solar drying of mango waste

Wilkins, R., Brusey, J. & Gaura, E., 1 Nov 2018, In : Journal of Food Engineering. 237, p. 44-51 8 p.

Research output: Contribution to journalArticle

Open Access
File
Mangifera
solar drying
mangoes
drying
dryers
5 Citations (Scopus)
8 Downloads (Pure)

Reinforcement Learning-based Thermal Comfort Control for Vehicle Cabins

Brusey, J., Hintea, D., Gaura, E. & Beloe, N., Apr 2018, In : Mechatronics. 50, p. 413-421

Research output: Contribution to journalArticle

Open Access
File
Thermal comfort
Reinforcement learning
Controllers
Climate control
Control systems
2017

Linear classifier design for heteroscedastic LDA under class imbalance

Gyamfi, S., Brusey, J., Hunt, A. & Gaura, E., 2017, Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17): International Joint Conference on Artificial Intelligence 2017. p. 8-15 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Discriminant analysis
Classifiers
Support vector machines
Experiments
7 Citations (Scopus)
74 Downloads (Pure)

Linear classifier design under heteroscedasticity in Linear Discriminant Analysis

Gyamfi, K. S., Brusey, J., Hunt, A. & Gaura, E., 15 Aug 2017, In : Expert Systems with Applications. 79, p. 44-52 8 p.

Research output: Contribution to journalArticle

Open Access
File
Discriminant analysis
Classifiers
Expert systems
Support vector machines
Remote sensing
1 Citation (Scopus)
20 Downloads (Pure)

Proof of Concept of Wireless TERS Monitoring

Allen, M., Gaura, E., Wilkins, R., Brusey, J., Dong, Y. & Whittle, A., 6 Nov 2017, In : Structural Control and Health Monitoring. 24, 12, 18 p., e2026.

Research output: Contribution to journalArticle

Open Access
File
Earth (planet)
Monitoring
Excavation
Strain measurement
Sensors
2016
3 Citations (Scopus)
26 Downloads (Pure)

A Low Collision and High Throughput Data Collection Mechanism for Large-Scale Super Dense Wireless Sensor Networks

Lei, C., Bie, H., Fang, G., Gaura, E., Brusey, J., Zhang, X. & Dutkiewicz, E., 18 Jul 2016, In : Sensors. 16, 7, 1108.

Research output: Contribution to journalArticle

Open Access
File
Wireless sensor networks
Throughput
collisions
sensors
Internet
7 Citations (Scopus)
47 Downloads (Pure)

Energy profiling in practical sensor networks: Identifying hidden consumers

Brusey, J., Kemp, J., Gaura, E., Wilkins, R. & Allen, M., 18 May 2016, In : IEEE Sensors Journal. 16, 15, p. 6072-6080

Research output: Contribution to journalArticle

Open Access
File
energy consumption
Sensor networks
Energy utilization
sensors
Tuning

Temporary earth restraining structure (Singapore)

Gaura, E., Allen, M. & Wilkins, R., 28 Jul 2016, Wireless Sensor Networks for Civil Infrastructure Monitoring. Rodenas-Herráiz, D., Soga, K., Fidler, P. R. A. & de Battista, N. (eds.). ICE Publishing, p. 153-160

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Wireless sensor networks
Earth (planet)
Rapid transit
Monitoring
Communication

The thirteenth IEEE international workshop on managing ubiquitous communications and services, 2016 - Welcome and committees: Welcome message from the program chairs

Gaura, E. & Dutkiewicz, E., 2016, 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference proceeding