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Research

Results for Machine learning techniques

Publications & Outputs

  1. Applications of machine learning in spectroscopy

    Meza Ramirez, C. A., Greenop, M., Ashton, L. & Rehman, I. U., 30/09/2021, In: APPLIED SPECTROSCOPY REVIEWS. 56, 8-10, p. 733-763 31 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Privacy-Preserving Wandering Behavior Sensing in Dementia Patients Using Modified Logistic and Dynamic Newton Leipnik Maps

    Shah, S. Y., Ahmad, J., Masood, F., Shah, S. Y., Pervaiz, H., Taylor, W., Imran, M. A. & Abbasi, Q. H., 1/02/2021, In: IEEE Sensors Journal. 21, 3, p. 3669-3679 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Towards short term electricity load forecasting using improved support vector machine and extreme learning machine

    Ahmad, W., Ayub, N., Ali, T., Irfan, M., Awais, M., Shiraz, M. & Glowacz, A., 5/06/2020, In: Energies. 13, 11, 17 p., 2907.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Uncertainty quantification in classification problems: A Bayesian approach for predicating the effects of further test sampling. 23rd International Congress on Modelling and Simulation - Supporting Evidence-Based Decision Making: The Role of Modelling and Simulation, MODSIM 2019

    Phillipson, J., Blair, G. S., Henrys, P., S., E. (ed.) & Office, CSIRO. CUBIC. EW. NSW. G., 6/12/2019, p. 193-199. 7 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  5. CityFlow: Supporting Spatial-Temporal Edge Computing for Urban Machine Learning Applications

    Kawano, M., Yonezawa, T., Tanimura, T., Giang, N. K., Broadbent, M., Lea, R. & Nakazawa, J., 14/11/2019, Urb-IoT 2018: 3rd EAI International Conference on IoT in Urban Space . José, R., Van Laerhoven, K. & Rodrgues, H. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, 13 p. (EAI/Springer Innovations in Communication and Computing).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. A Sensor Platform for Non-invasive Remote Monitoring of Older Adults in Real Time

    Bennasar, M., McCormick, C., Price, B., Gooch, D., Stuart, A., Mehta, V., Clare, L., Bennaceur, A., Cohen, J., Bandara, A., Levine, M. & Nuseibeh, B., 6/06/2019, Innovation in Medicine and Healthcare Systems, and Multimedia - Proceedings of KES-InMed 2019 and KES-IIMSS 2019 Conferences: Proceedings of KES-InMed-19 and KES-IIMSS-19 Conferences. Zimmermann, A., Chen, Y-W., Howlett, R. J. & Jain, L. C. (eds.). Singapore: Springer Singapore, p. 125-135 11 p. (Smart Innovation, Systems and Technologies; vol. 145).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review