Muhammad Fahim
  • Room 01.003 - Computer Science Building

    United Kingdom

20102022

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  • 2022

    A wearable-based preventive model to promote oral health through personalized notification

    Fahim, M., Sharma, V. & Duong, T. Q., 08 Sep 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Proceedings. IEEE , (Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC): Proceedings).

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

    Open Access
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  • 2021

    Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network

    Rangulov, D. & Fahim, M., 01 Feb 2021, 4th International Conference on Image Processing, Applications and Systems (IPAS 2020): Proceedings . Institute of Electrical and Electronics Engineers Inc., p. 14-20 7 p. 9334935. (4th International Conference on Image Processing, Applications and Systems, IPAS 2020).

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

    1 Citation (Scopus)
  • 2020

    Synthesizing data using variational autoencoders for handling class imbalanced deep learning

    Sheikh, T. S., Khan, A., Fahim, M. & Ahmad, M., 02 Feb 2020, Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Revised Selected Papers: Proceedings. van der Aalst, W. M. P., Batagelj, V., Ignatov, D. I., Kuskova, V., Kuznetsov, S. O., Lomazova, I. A., Khachay, M., Kutuzov, A., Loukachevitch, N., Napoli, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer, p. 270-281 12 p. (Communications in Computer and Information Science; vol. 1086CCIS).

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

  • 2019

    A lightweight deep autoencoder-based approach for unsupervised anomaly detection

    Dlamini, G., Galieva, R. & Fahim, M., Nov 2019, 16th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2019. IEEE Computer Society, 9035217. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2019-November).

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

  • Noise Reduction in Network Embedding

    Li, C., Guan, D., Cui, Z., Yuan, W., Khattak, A. M. & Fahim, M., 2019, Machine Learning and Intelligent Communications - 4th International Conference, MLICOM 2019: Proceedings. Zhai, X. B., Chen, B. & Zhu, K. (eds.). Springer, p. 109-120 12 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 294 LNCIST).

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

  • 2018

    An Anomaly Detection Model for Enhancing Energy Management in Smart Buildings

    Fahim, M. & Sillitti, A., 27 Dec 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2018): Proceeding. Institute of Electrical and Electronics Engineers Inc., 6 p. 8587597. (2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018).

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

    4 Citations (Scopus)
  • 2017

    Alert me: Enhancing active lifestyle via observing sedentary behavior using mobile sensing systems

    Fahim, M., Baker, T., Khattak, A. M. & Alfandi, O., 18 Dec 2017, (Early online date) 2017 IEEE 19th International Conference on e-Health Networking, Applications and Services, Healthcom 2017. Institute of Electrical and Electronics Engineers Inc., 4 p. (2017 IEEE 19th International Conference on e-Health Networking, Applications and Services, Healthcom 2017; vol. 2017-December).

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

    10 Citations (Scopus)
  • Physical activity recognizer based on multimodal sensors in smartphone for ubiquitous-lifecare services

    Fahim, M., Khattak, A. M., Aleem, S. & Katheeri, H. A., 07 Nov 2017, 2017 IEEE AFRICON: Science, Technology and Innovation for Africa, AFRICON 2017. Cornish, D. R. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 524-529 6 p. (IEEE AFRICON: Proceedings).

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

    1 Citation (Scopus)
  • 2016

    MHealth: Blood donation application using android smartphone

    Fahim, M., Cebe, H. I., Rasheed, J. & Kiani, F., 18 Aug 2016, 2016 6th International Conference on Digital Information and Communication Technology and Its Applications (DICTAP 2016): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 35-38 4 p. 7543997. (International Conference on Digital Information and Communication Technology and Its Applications: Proceedings).

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

    7 Citations (Scopus)
  • Micro-context recognition of sedentary behaviour using smartphone

    Fahim, M., Khattak, A. M., Baker, T., Chow, F. & Shah, B., 18 Aug 2016, 2016 6th International Conference on Digital Information and Communication Technology and Its Applications, DICTAP 2016. Institute of Electrical and Electronics Engineers Inc., p. 30-34 5 p. 7543996. (International Conference on Digital Information and Communication Technology and Its Applications: Proceedings).

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

    6 Citations (Scopus)
  • Tracking the sedentary lifestyle using smartphone: A pilot study

    Fahim, M., Khattak, A. M., Chow, F. & Shah, B., 03 Mar 2016, 18th International Conference on Advanced Communications Technology: "Information and Communications for Safe and Secure Life!", ICACT 2016: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 296-299 4 p. 7423366. (International Conference on Advanced Communication Technology, ICACT; vol. 2016-March).

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

    7 Citations (Scopus)
  • 2014

    SUPAR: Smartphone as a ubiquitous physical activity recognizer for u-healthcare services

    Fahim, M., Lee, S. & Yoon, Y., 02 Nov 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3666-3669 4 p. 6944418. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

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

    12 Citations (Scopus)
  • 2013

    A sleep monitoring application for u-lifecare using accelerometer sensor of smartphone

    Fahim, M., Vui, L. B., Fatima, I., Lee, S. & Yoon, Y., 2013, Ubiquitous Computing and Ambient Intelligence: Context-Awareness and Context-Driven Interaction - 7th International Conference, UCAmI 2013, Proceedings. p. 151-158 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8276 LNCS).

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

    11 Citations (Scopus)
  • Classifier ensemble optimization for human activity recognition in smart homes

    Fatima, I., Fahim, M., Lee, Y. K. & Lee, S., 2013, Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013. 83. (Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013).

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

    12 Citations (Scopus)
  • 2012

    Activity recognition based on SVM kernel fusion in smart home

    Fahim, M., Fatima, I., Lee, S. & Lee, Y. K., 2012, Computer Science and Its Applications, CSA 2012. p. 283-290 8 p. (Lecture Notes in Electrical Engineering; vol. 203 LNEE).

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

    6 Citations (Scopus)
  • Daily life activity tracking application for smart homes using android smartphone

    Fahim, M., Fatima, I., Lee, S. & Lee, Y. K., 2012, 14th International Conference on Advanced Communication Technology: Smart Society Innovation through Mobile Internet, ICACT 2012. p. 241-245 5 p. 6174657. (International Conference on Advanced Communication Technology, ICACT).

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

    76 Citations (Scopus)
  • Effects of smart home dataset characteristics on classifiers performance for human activity recognition

    Fatima, I., Fahim, M., Lee, Y. K. & Lee, S., 2012, Computer Science and Its Applications, CSA 2012. p. 271-281 11 p. (Lecture Notes in Electrical Engineering; vol. 203 LNEE).

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

    2 Citations (Scopus)
  • 2011

    Activity recognition: An evolutionary ensembles approach

    Fahim, M., Fatima, I., Lee, S. & Lee, Y. K., 2011, SAGAware'11 - Proceedings of the 2011 International Workshop on Situation Activity and Goal Awareness. p. 45-49 5 p. (SAGAware'11 - Proceedings of the 2011 International Workshop on Situation Activity and Goal Awareness).

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

    3 Citations (Scopus)
  • Socially interactive CDSS for u-life care

    Fatima, I., Fahim, M., Guan, D., Lee, Y. K. & Lee, S., 2011, Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2011. 95. (Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2011).

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

    13 Citations (Scopus)
  • 2010

    A multi-strategy Bayesian model for sensor fusion in smart environments

    Fahim, M., Siddiqi, M. H., Lee, S. & Lee, Y. K., 2010, Proceeding - 5th International Conference on Computer Sciences and Convergence Information Technology, ICCIT 2010. p. 52-57 6 p. 5711028. (Proceeding - 5th International Conference on Computer Sciences and Convergence Information Technology, ICCIT 2010).

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

    3 Citations (Scopus)
  • Human activity recognition based on morphological dilation followed by watershed transformation method

    Siddiqi, M. H., Fahim, M., Lee, S. & Lee, Y. K., 2010, ICEIE 2010 - 2010 International Conference on Electronics and Information Engineering, Proceedings. p. V2433-V2437 5559811. (ICEIE 2010 - 2010 International Conference on Electronics and Information Engineering, Proceedings; vol. 2).

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

    7 Citations (Scopus)