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Author

  • Elena Gaura
Article

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
3 Citations (Scopus)
6 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
3 Citations (Scopus)
26 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
28 Citations (Scopus)
52 Downloads (Pure)

Edge mining the internet of things

Gaura, E., Brusey, J., Allen, M., Wilkins, R., Goldsmith, D. & Rednic, R., 2013, In : IEEE Sensors. 13, 10, p. 3816-3825

Research output: Contribution to journalArticle

Open Access
File
57 Citations (Scopus)
35 Downloads (Pure)

Embedded Sensing and Actuation for Helmets Co2 Levels Control

Kemp, J., Brusey, J., Thake, D. & Gaura, E., 1 Mar 2011, In : International Journal on Smart Sensing and Intelligent Systems. 4, 1, p. 160-185

Research output: Contribution to journalArticle

3 Citations (Scopus)

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
8 Citations (Scopus)
48 Downloads (Pure)

Foreword

Gaura, E., Brusey, J. P. & Rednic, R., 2011, In : Sensors & Transducers. 13, SPEC.ISSUE, p. I-III

Research output: Contribution to journalArticle

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

Open Access
File
2 Citations (Scopus)
9 Downloads (Pure)
Open Access
File
17 Citations (Scopus)
20 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
9 Citations (Scopus)
74 Downloads (Pure)
Open Access
File
10 Citations (Scopus)
69 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
5 Citations (Scopus)
43 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
1 Citation (Scopus)
23 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
6 Citations (Scopus)
10 Downloads (Pure)
Chapter

A pattern-based framework for developing wireless monitoring applications

Brusey, J., Gaura, E. & Hazelden, R., 2011, New Developments in Sensing Technology for Structural Health Monitoring. Mukhopadhyay, S. C. (ed.). Berlin: Springer, p. 75-91

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)

A study on several machine learning methods for estimating cabin occupant equivalent temperature

Hintea, D., Brusey, J. & Gaura, E., Jul 2015, ICINCO 2015 - 12th International Conference on Informatics in Control, Automation and Robotics, Proceedings. SciTePress, Vol. 1. p. 629-634

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Data set for fall events and daily activities from inertial sensors

Ojetola, O., Gaura, E. & Brusey, J., Mar 2015, Proceedings of the 6th ACM Multimedia Systems Conference, MMSys 2015. ACM, p. 243-248

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
36 Citations (Scopus)

Distributed information extraction from large-scale wireless sensor networks

Gaura, E., Brusey, J., Halloran, J. & Daniel, T., May 2012, Modern Sensors, Transducers and Sensor Networks. Yurish, S. Y. (ed.). International Frequency Sensor Association (IFSA)

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
74 Downloads (Pure)

Fielded Autonomous Posture Classification Systems: Design and Realistic Evaluation

Rednic, R., Kemp, J., Gaura, E. & Brusey, J., 16 Sep 2013, 2013 14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD). IEEE, p. 635-640 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
4 Citations (Scopus)
34 Downloads (Pure)

Predictive Data Reduction in Wireless Sensor Networks Using Selective Filtering for Engine Monitoring

McCorrie, D. J., Gaura, E., Burnham, K., Poole, N. & Hazelden, R., 2015, Wireless Sensor and Mobile Ad-Hoc Networks: Vehicular and Space Applications. Benhaddou, D. & Al-Fuqaha, A. (eds.). New York: Springer Verlag, Vol. II. p. 129-148 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

11 Citations (Scopus)

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
Conference proceeding

Applicability of Thermal Comfort Models to Car Cabin Environments

Hintea, D., Brusey, J., Gaura, E., Beloe, N. & Kemp, J., Sep 2014, Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014. Filipe, J., Gusikhin, O., Madani, K. & Sasiadek, J. (eds.). SciTePress, Vol. 1. p. 769-776 8 p.

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

4 Citations (Scopus)

Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control

Hintea, D., Brusey, J., Gaura, E., Kemp, J. & Beloe, N., Jul 2013, Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO). Ferrier, J-L., Gusikhin, O., Madani, K. & Sasiadek, J. (eds.). SciTePress, Vol. 1. p. 507-513 7 p.

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

1 Citation (Scopus)

Cool to Warm Up? Understanding Student Energy Behaviour In Indonesian University Buildings.

Halloran, J., Yazid, S., Goldsmith, D., Wilkins, R. & Gaura, E., 2015, Proceedings of 2015 TAU Conferencerence : Mitigating and Adapting Built Environments for Climate Change in the Tropics.

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

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

Long-term behavioural change detection through pervasive sensing

Kemp, J., Gaura, E., Rednic, R. & Brusey, J., 16 Sep 2013, 2013 14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing. IEEE, p. 629-634 5 p.

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

Open Access
File
3 Citations (Scopus)
19 Downloads (Pure)

Mutual information-based sensor positioning for car cabin comfort control

Hintea, D., Brusey, J., Gaura, E., Beloe, N. & Bridge, D., 2011, International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. p. 483-492 10 p.

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

2 Citations (Scopus)

Networked body sensing: Enabling real-time decisions in health and defence applications

Rednic, R., Kemp, J., Gaura, E. & Brusey, J., 2012, 2011 International Conference on Advanced Computer Science and Information System (ICACSIS) Proceedings. IEEE, p. 17-23 7 p.

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

File
4 Citations (Scopus)
21 Downloads (Pure)

ReStructure: A Wireless Sensor Network for Monitoring Temporary Earth Retaining Systems

Wilkins, R., Gaura, E., Allen, M., Kemp, J., Brusey, J. & Whittle, A. J., Oct 2015, Proceedings of the 6th ACM Workshop on Real World Wireless Sensor Networks. New York, NY, USA: ACM, p. 37-40 4 p. (RealWSN '15).

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

Sustainable future? Building and life-style assessment

Gaura, E. I., Halloran, J., Brusey, J., Wilkins, R. & Rednic, R., 1 Dec 2012, 2012 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Proceedings. Depok: IEEE, p. 7-11 5 p.

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

1 Citation (Scopus)

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

Towards understanding the contribution of seat heating and cooling to occupant thermal sensation and comfort: some methodological considerations

Thake, D., Owen, R., Rednic, R., Chatwin, A., Gaura, E. & Beloe, N., 2015, Unknown Host Publication.

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

WSN Deployments: Designing with Patterns

Brusey, J., Gaura, E. & Hazelden, R., 12 Jan 2012, 2011 IEEE SENSORS. IEEE, p. 71-76 6 p.

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

Open Access
File
31 Downloads (Pure)
Other

Predictive data reduction in wireless sensor networks using selective filtering

McCorrie, D. J., Gaura, E., Burnham, K. & Poole, N., 2012, p. 165-170. 6 p.

Research output: Contribution to conferenceOther

Paper

Bare necessities—Knowledge-driven WSN design

Gaura, E., Brusey, J. & Wilkins, R., 2011, p. 66-70.

Research output: Contribution to conferencePaper

Open Access
File
9 Citations (Scopus)
25 Downloads (Pure)

Edge Mining for Energy Efficient IoT

Wilkins, R., Brusey, J., Gaura, E., Allen, M. & Kemp, J., 2014.

Research output: Contribution to conferencePaper

Open Access
File
37 Downloads (Pure)

Fall detection with wearable sensors - SAFE (SmArt Fall dEtection)

Ojetola, O., Gaura, E. & Brusey, J., 2011, p. 318 - 321.

Research output: Contribution to conferencePaper

Open Access
File
49 Citations (Scopus)
49 Downloads (Pure)
File
45 Downloads (Pure)

Optimising Low Power Dual Prediction Systems

Kemp, J., Gaura, E., Allen, M. P. & Brusey, J., 2015, p. 7-10.

Research output: Contribution to conferencePaper

Open Access

Predicting uncompensable heat stress with embedded, wearable sensors

Kemp, J., Gaura, E. & Brusey, J., 2012, p. 475–478.

Research output: Contribution to conferencePaper

File
1 Citation (Scopus)
33 Downloads (Pure)

Wearable posture recognition systems: factors affecting performance

Rednic, R., Gaura, E., Brusey, J. & Kemp, J., 2012, p. 200–203.

Research output: Contribution to conferencePaper

File
4 Citations (Scopus)
29 Downloads (Pure)
File
31 Downloads (Pure)