Research output per year
Research output per year
- 23 results
Search results
-
2023
Comparative analysis of deep learning and statistical models for air pollutants prediction in urban areas
Naz, F., Mccann, C., Fahim, M., Cao, T-V., Hunter, R., Trung Viet, N., Nguyen, L. D. & Duong, T. Q., 23 Jun 2023, In: IEEE Access. 11, p. 64016-64025 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile25 Downloads (Pure) -
Digital twin for open RAN: toward intelligent and resilient 6G radio access networks
Masaracchia, A., Sharma, V., Fahim, M., Dobre, O. A. & Duong, T. Q., Nov 2023, In: IEEE Communications Magazine. 61, 11, p. 112 - 118Research output: Contribution to journal › Article › peer-review
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Healthy aging: a deep meta-class sequence model to integrate intelligence in digital twin
Fahim, M., Sharma, V., Hunter, R. & Duong, T. Q., 08 May 2023, In: IEEE Journal of Translational Engineering in Health and Medicine. 11, p. 330-340 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Downloads (Pure) -
Voice spoofing detection for multiclass attack classification using deep learning
Boyd, J., Fahim, M. & Olukoya, O., 06 Oct 2023, (Accepted) In: Machine Learning with Applications.Research output: Contribution to journal › Article › peer-review
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2022
AI-Driven Aeronautical Ad Hoc Networks for 6G Wireless: Challenges, Opportunities, and the Road Ahead
Bilen, T., Canberk, B., Sharma, V., Fahim, M. & Duong, T. Q., 13 May 2022, In: Sensors (Basel, Switzerland). 22, 3731.Research output: Contribution to journal › Article › peer-review
Open AccessFile40 Downloads (Pure) -
ApplianceNet: A neural network based framework to recognize daily life activities and behavior in smart home using smart plug
Fahim, M., Kazmi, A. & Khattak, A. M., 21 Mar 2022, (Early online date) In: Neural Computing and Applications.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Downloads (Pure) -
Computing on Wheels: A Deep Reinforcement Learning-Based Approach
Ahsan Kazmi, S. M., Ho, T. M., Nguyen, T. T., Fahim, M., Khan, A. & Piran, M. J., 15 Apr 2022, (Early online date) In: IEEE Transactions on Intelligent Transportation Systems . 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile91 Downloads (Pure) -
Machine Learning-based Digital Twin for Predictive Modeling in Wind Turbines
Fahim, M., Sharma, V., Tuan-Vu Cao, Berk Canberk & Duong, T. Q., 28 Jan 2022, (Early online date) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open AccessFile264 Downloads (Pure) -
2021
DGM: a data generative model to improve minority class presence in anomaly detection domain
Dlamini, G. & Fahim, M., 17 Apr 2021, (Early online date) In: Neural Computing and Applications.Research output: Contribution to journal › Article › peer-review
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2020
TSI: Time series to imaging based model for detecting anomalous energy consumption in smart buildings
Fahim, M., Fraz, K. & Sillitti, A., Jun 2020, In: Information Sciences. 523, p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Wind Turbine Data Analysis and LSTM-Based Prediction in SCADA System
Delgado, I. & Fahim, M., 29 Dec 2020, In: Energies. 14, 1, 125.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)57 Downloads (Pure) -
2019
Analyzing Load Profiles of Energy Consumption to Infer Household Characteristics Using Smart Meters
Fahim, M. & Sillitti, A., 26 Feb 2019, In: Energies. 12, 5, 773.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)63 Downloads (Pure) -
Enhanced Label Noise Filtering with Multiple Voting
Guan, D., Hussain, M., Yuan, W., Khattak, A. M., Fahim, M. & Khan, W. A., 21 Nov 2019, In: Applied Sciences (Switzerland). 9, 23, 5031.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Remote health monitoring of elderly through wearable sensors
Al-khafajiy, M., Baker, T., Chalmers, C., Asim, M., Kolivand, H., Fahim, M. & Waraich, A., 15 Sep 2019, In: Multimedia Tools and Applications. 78, 17, p. 24681-24706 26 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile84 Citations (Scopus)161 Downloads (Pure) -
2018
Context Mining of Sedentary Behaviour for Promoting Self-Awareness Using a Smartphone
Fahim, M., Baker, T., Khattak, A. M., Shah, B., Aleem, S. & Chow, F., 15 Mar 2018, In: Sensors (Switzerland). 18, 3, 874.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)24 Downloads (Pure) -
2015
Smart CDSS: integration of Social Media and Interaction Engine (SMIE) in healthcare for chronic disease patients
Fatima, I., Halder, S., Saleem, M. A., Batool, R., Fahim, M., Lee, Y. K. & Lee, S., 01 Jul 2015, In: Multimedia Tools and Applications. 74, 14, p. 5109-5129 21 p.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
2014
ATHENA: A personalized platform to promote an active lifestyle and wellbeing based on physical, mental and social health primitives
Fahim, M., Idris, M., Ali, R., Nugent, C., Kang, B., Huh, E-N. & Lee, S., 23 May 2014, In: Sensors (Switzerland). 14, 5, p. 9313-9329 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Citations (Scopus)10 Downloads (Pure) -
2013
A genetic algorithm-based classifier ensemble optimization for activity recognition in smart homes
Fatima, I., Fahim, M., Lee, Y. K. & Lee, S., 29 Nov 2013, In: KSII Transactions on Internet and Information Systems. 7, 11, p. 2853-2873 21 p.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus) -
Analysis and effects of smart home dataset characteristics for daily life activity recognition
Fatima, I., Fahim, M., Lee, Y. K. & Lee, S., Nov 2013, In: Journal of Supercomputing. 66, 2, p. 760-780 21 p.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
A unified framework for activity recognition-based behavior analysis and action prediction in smart homes
Fatima, I., Fahim, M., Lee, Y. K. & Lee, S., 22 Feb 2013, In: Sensors (Switzerland). 13, 2, p. 2682-2699 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile47 Citations (Scopus)7 Downloads (Pure) -
EEM: Evolutionary ensembles model for activity recognition in Smart Homes
Fahim, M., Fatima, I., Lee, S. & Lee, Y. K., Jan 2013, In: Applied Intelligence. 38, 1, p. 88-98 11 p.Research output: Contribution to journal › Article › peer-review
22 Citations (Scopus) -
EFM: Evolutionary fuzzy model for dynamic activities recognition using a smartphone accelerometer
Fahim, M., Fatima, I., Lee, S. & Park, Y. T., Oct 2013, In: Applied Intelligence. 39, 3, p. 475-488 14 p.Research output: Contribution to journal › Article › peer-review
33 Citations (Scopus) -
MODM: Multi-objective diffusion model for dynamic social networks using evolutionary algorithm
Fatima, I., Fahim, M., Lee, Y. K. & Lee, S., Nov 2013, In: Journal of Supercomputing. 66, 2, p. 738-759 22 p.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus)