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• 2018

  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 journal › Article › peer-review

  Open Access

  File

  • machine learning
  • Machine Learning
  • accelerometers
  • Accelerometers
  • classifiers
  39 Citations (Scopus)

  58 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 journal › Article › peer-review

  Open Access

  File

  • Thermal comfort
  • Reinforcement learning
  • Controllers
  • Climate control
  • Control systems
  10 Citations (Scopus)

  17 Downloads (Pure)
• 2019

  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 journal › Article › peer-review

  Open Access

  File

  • Internet of things
  • Wireless sensor networks
  • Sensors
  • Costs
  • Sensor nodes
  3 Citations (Scopus)

  51 Downloads (Pure)
• 2018

  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 journal › Article › peer-review

  Open Access

  File

  • Mangifera
  • solar drying
  • mangoes
  • drying
  • dryers
  9 Citations (Scopus)

  87 Downloads (Pure)

• Linear dimensionality reduction for classification via a sequential Bayes error minimisation with an application to flow meter diagnostics

  Gyamfi, K. S., Brusey, J., Hunt, A. & Gaura, E., Jan 2018, In: Expert Systems with Applications. 91, p. 252-262 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Expert systems
  • Classifiers
  • Quality control
  • Ultrasonics
  • Health
  13 Citations (Scopus)

  93 Downloads (Pure)
• 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 proceeding › Conference proceeding › peer-review

  • Discriminant analysis
  • Classifiers
  • Support vector machines
  • Experiments

• 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 journal › Article › peer-review

  Open Access

  File

  • Earth (planet)
  • Monitoring
  • Excavation
  • Strain measurement
  • Sensors
  1 Citation (Scopus)

  31 Downloads (Pure)
• 2019

  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 journal › Article › peer-review

  Open Access

  File

  • Discriminant Analysis
  • Discriminant analysis
  • Linear Models
  • Area Under Curve
  • Classifiers
  4 Citations (Scopus)

  13 Downloads (Pure)
• 2017

  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 journal › Article › peer-review

  Open Access

  File

  • Discriminant analysis
  • Classifiers
  • Remote sensing
  • Expert systems
  • Support vector machines
  11 Citations (Scopus)

  78 Downloads (Pure)
• 2019

  Remote sensing technologies and energy applications in refugee camps

  Nixon, J. D. & Gaura, E., 1 Jan 2019, Energy Access and Forced Migration. Grafham, O. (ed.). 1 ed. Taylor and Francis - Balkema, p. 156-167 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • refugee
  • energy
  • decision making criterion
  • decision making
  • energy technology
• 2020

  A new hardware approach to self-organizing maps

  Dias, L. A., Coutinho, M. G. F., Gaura, E. & Fernandes, M. A. C., 31 Jul 2020, Proceedings - 2020 IEEE 31st International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2020. Hannig, F., Navaridas, J., Koch, D. & Abdelhadi, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 205-212 8 p. 9153224. (Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors; vol. 2020-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Self organizing maps
  • Computer hardware
  • Field programmable gate arrays (FPGA)
  • Data reduction
  • Big data
• 2017

  Guest editorial special issue on smart sensors for smart grids and smart cities

  Morello, R., Mukhopadhyay, S., Gaura, E., Liu, Z., Samantaray, S. R., Slomovitz, D. & Onyewuchi, U., 1 Dec 2017, In: IEEE Sensors Journal. 17, 23, p. 7594-7595 2 p., 8103871.

  Research output: Contribution to journal › Editorial › peer-review

  • Smart sensors
  • Water supply
  • Smart city
  • Traffic control
  • grids
  4 Citations (Scopus)
• 2020

  Understanding Household Fuel Choice Behaviour in the Amazonas State, Brazil: Effects of Validation and Feature Selection

  Gyamfi, K. S., Gaura, E., Brusey, J., Trindade, A. B. & Verba, N., 28 Jul 2020, In: Energies. 13, 15, 21 p., 3857.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Feature Selection
  • Community
  • Feature extraction
  • Sustainable development
  • Sustainable Development
  5 Downloads (Pure)
• 2018

  PV-based solutions for energy access in refugee camps

  Nixon, J., Dizqah, A. M., Zhoholieva, Y. & Gaura, E., Aug 2018.

  Research output: Contribution to conference › Paper

  • refugee
  • camp
  • energy
  • lighting
  • household expenditure