Muhammad Fahim

53 papers C 5Misc 1Journal 29Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Air Quality and Healthy Ageing: Predictive Modeling of Pollutants Using CNN Quantum-LSTM.
IEEE Access
Fareena Naz, Muhammad Fahim, Adnan Ahmad Cheema, Bradley D. E. McNiven, Tuan Vu Cao, Ruth F. Hunter, Trung Q. Duong
2025 J jnl
Edge Intelligence: A Deep Distilled Model for Wearables to Enable Proactive Eldercare.
IEEE Trans. Artif. Intell.
Muhammad Fahim, S. M. Ahsan Kazmi, Vishal Sharma, Hyundong Shin, Trung Q. Duong
2025 J jnl
Few-Shot Classification Of Brain Cancer Images Using Meta-Learning Algorithms.
EAI Endorsed Trans. Ind. Networks Intell. Syst.
Tuyet-Nhi Thi Nguyen, Muhammad Fahim, Bradley D. E. McNiven, Quang Nhat Le, Nhan Duc Le
2025 J jnl
LFA-Net: A Lightweight Network with LiteFusion Attention for Retinal Vessel Segmentation.
CoRR
Mehwish Mehmood, Ivor T. A. Spence, Muhammad Fahim
2025 J jnl
LFRA-Net: A Lightweight Focal and Region-Aware Attention Network for Retinal Vessel Segmentatio.
CoRR
Mehwish Mehmood, Shahzaib Iqbal, Tariq Mahmood Khan, Ivor T. A. Spence, Muhammad Fahim
2025 Misc conf
LFRA-Net: A Lightweight Focal and Region-Aware Attention Network for Retinal Vessel Segmentation.
DICTA
Mehwish Mehmood, Shahzaib Iqbal, Tariq Mahmood Khan, Ivor T. A. Spence, Muhammad Fahim
2025 — conf
Predictive Quality of In-Fabrication Products in Smart Manufacturing Using Graph-Based Deep Learning.
ICINCO (1)
Peter Davison, Muhammad Fahim, Roger F. Woods, Scott Fischaber, Marcus Haron, Cormac McAteer
2025 J jnl
Quantum LSTM Model for Estimation of Energy Expenditure in Human Aging Using Wearable IoT Healthcare Technology.
IEEE Internet Things J.
Bao-Nhi Dang Tran, Muhammad Fahim, Bradley D. E. McNiven, Mohsen Guizani, Hyundong Shin, Trung Q. Duong
2024 — conf
A Multimodal Approach for Quantifying Walking Pace using Chest-worn Wearable sensors.
ISMICT
Muhammad Fahim, Richard Gault, Baharak Ahmaderaghi, Lu Bai, Anna Jurek-Loughrey
2024 J jnl
LVS-Net: A Lightweight Vessels Segmentation Network for Retinal Image Analysis.
CoRR
Mehwish Mehmood, Shahzaib Iqbal, Tariq Mahmood Khan, Ivor T. A. Spence, Muhammad Fahim
2024 C conf
Quantum-based Gated Recurrent Units for Multiclass Classification to Monitor Daily Living Activities for Early Disease Detection.
HealthCom
Bao-Nhi Dang Tran, Muhammad Fahim, Bradley D. E. McNiven, Stephen Czarnuch, Octavia A. Dobre, Trung Q. Duong
2024 — conf
RetinaLiteNet: A Lightweight Transformer based CNN for Retinal Feature Segmentation.
CVPR Workshops
Mehwish Mehmood, Majed Alsharari, Shahzaib Iqbal, Ivor T. A. Spence, Muhammad Fahim
2024 J jnl
Two-Stage Feature Engineering to Predict Air Pollutants in Urban Areas.
IEEE Access
Fareena Naz, Muhammad Fahim, Adnan Ahmad Cheema, Nguyen Trung Viet, Tuan Vu Cao, Ruth F. Hunter, Trung Q. Duong
2023 J jnl
Comparative Analysis of Deep Learning and Statistical Models for Air Pollutants Prediction in Urban Areas.
IEEE Access
Fareena Naz, Conor Mccann, Muhammad Fahim, Tuan Vu Cao, Ruth F. Hunter, Nguyen Trung Viet, Long Dinh Nguyen, Trung Q. Duong
2023 J jnl
Digital Twin for Open RAN: Toward Intelligent and Resilient 6G Radio Access Networks.
IEEE Commun. Mag.
Antonino Masaracchia, Vishal Sharma, Muhammad Fahim, Octavia A. Dobre, Trung Q. Duong
2023 — conf
Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking.
AICS
Elif Ak, Khayal Huseynov, Berk Canberk, Muhammad Fahim, Octavia A. Dobre, Trung Q. Duong
2023 J jnl
Unsteady blood flow of Carreau fluid in a porous saturated medium with stenosis under the influence of acceleration and magnetic fields: A comprehensive analysis.
Comput. Biol. Medicine
Muhammad Fahim, Muhammad Sajid, Nasir Ali, Muhammad Naveed
2022 — conf
A Wearable-based Preventive Model To Promote Oral Health Through Personalized Notification.
EMBC
Muhammad Fahim, Vishal Sharma, Trung Q. Duong
2022 J jnl
AI-Driven Aeronautical Ad Hoc Networks for 6G Wireless: Challenges, Opportunities, and the Road Ahead.
Sensors
Tugçe Bilen, Berk Canberk, Vishal Sharma, Muhammad Fahim, Trung Q. Duong
2022 J jnl
ApplianceNet: a neural network based framework to recognize daily life activities and behavior in smart home using smart plugs.
Neural Comput. Appl.
Muhammad Fahim, S. M. Ahsan Kazmi, Asad Masood Khattak
2022 J jnl
Computing on Wheels: A Deep Reinforcement Learning-Based Approach.
IEEE Trans. Intell. Transp. Syst.
S. M. Ahsan Kazmi, Tai Manh Ho, Tuong Tri Nguyen, Muhammad Fahim, Adil Khan, Md. Jalil Piran, Gaspard Baye
2022 C conf
Healthy Aging: A Proactive Model to Prevent Self-neglecting Behavior in Smart Homes.
HealthCom
Rhian Chambers, Muhammad Fahim
2022 J jnl
Machine Learning-Based Digital Twin for Predictive Modeling in Wind Turbines.
IEEE Access
Muhammad Fahim, Vishal Sharma, Tuan Vu Cao, Berk Canberk, Trung Q. Duong
2021 J jnl
DGM: a data generative model to improve minority class presence in anomaly detection domain.
Neural Comput. Appl.
Gcinizwe Dlamini, Muhammad Fahim
2020 C conf
Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network.
IPAS
Denis Rangulov, Muhammad Fahim
2020 J jnl
Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network.
CoRR
Denis Rangulov, Muhammad Fahim
2020 J jnl
TSI: Time series to imaging based model for detecting anomalous energy consumption in smart buildings.
Inf. Sci.
Muhammad Fahim, Khadija Fraz, Alberto Sillitti
2019 C conf
A Lightweight Deep Autoencoder-Based Approach for Unsupervised Anomaly Detection.
AICCSA
Gcinizwe Dlamini, Rufina Galieva, Muhammad Fahim
2019 J jnl
Anomaly Detection, Analysis and Prediction Techniques in IoT Environment: A Systematic Literature Review.
IEEE Access
Muhammad Fahim, Alberto Sillitti
2019 — conf
Improving Complex Network Controllability via Link Prediction.
MLICOM
Ran Wei, Weiwei Yuan, Donghai Guan, Asad Masood Khattak, Muhammad Fahim
2019 — conf
Noise Reduction in Network Embedding.
MLICOM
Cong Li, Donghai Guan, Zhiyuan Cui, Weiwei Yuan, Asad Masood Khattak, Muhammad Fahim
2019 J jnl
Remote health monitoring of elderly through wearable sensors.
Multim. Tools Appl.
Mohammed Al-Khafajiy, Thar Baker, Carl Chalmers, Muhammad Asim, Hoshang Kolivand, Muhammad Fahim, Atif Waraich
2019 — conf
Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning.
AIST (Supplement)
Taimoor Shakeel Sheikh, Adil Khan, Muhammad Fahim, Muhammad Ahmad
2018 — conf
An Anomaly Detection Model for Enhancing Energy Management in Smart Buildings.
SmartGridComm
Muhammad Fahim, Alberto Sillitti
2018 J jnl
Context Mining of Sedentary Behaviour for Promoting Self-Awareness Using a Smartphone.
Sensors
Muhammad Fahim, Thar Baker, Asad Masood Khattak, Babar Shah, Saiqa Aleem, Francis Chow
2017 C conf
Alert me: Enhancing active lifestyle via observing sedentary behavior using mobile sensing systems.
Healthcom
Muhammad Fahim, Thar Baker, Asad Masood Khattak, Omar Alfandi
2017 — conf
Physical activity recognizer based on multimodal sensors in smartphone for ubiquitous-lifecare services.
AFRICON
Muhammad Fahim, Asad Masood Khattak, Saiqa Aleem, Haseena Al Katheeri
2016 — conf
Micro-context recognition of sedentary behaviour using smartphone.
DICTAP
Muhammad Fahim, Asad Masood Khattak, Thar Baker, Francis Chow, Babar Shah
2016 — conf
mHealth: Blood donation application using android smartphone.
DICTAP
Muhammad Fahim, Halil Ibrahim Cebe, Jawad Rasheed, Farzad Kiani
2015 — conf
An Innovative Platform for Person-Centric Health and Wellness Support.
IWBBIO (2)
Oresti Banos, Muhammad Bilal Amin, Wajahat Ali Khan, Muhammad Afzal, Mahmood Ahmad, Maqbool Ali, Taqdir Ali, Rahman Ali, Hafiz Syed Muhammad Bilal, Manhyung Han, Jamil Hussain, Maqbool Hussain, Shujaat Hussain, Tae Ho Hur, Jae Hun Bang, Thien Huynh-The, Muhammad Idris, Dong Wook Kang, Sang Beom Park, Hameed Siddiqui, Le-Ba Vui, Muhammad Fahim, Asad Masood Khattak, Byeong Ho Kang, Sungyoung Lee
2015 J jnl
Smart CDSS: integration of Social Media and Interaction Engine (SMIE) in healthcare for chronic disease patients.
Multim. Tools Appl.
Iram Fatima, Sajal Halder, Muhammad Aamir Saleem, Rabia Batool, Muhammad Fahim, Young-Koo Lee, Sungyoung Lee
2014 J jnl
ATHENA: A Personalized Platform to Promote an Active Lifestyle and Wellbeing Based on Physical, Mental and Social Health Primitives.
Sensors
Muhammad Fahim, Muhammad Idris, Rahman Ali, Christopher Nugent, Byeong Ho Kang, Eui-Nam Huh, Sungyoung Lee
2014 — conf
PAM-Based Behavior Modelling.
IWAAL
Thien Huynh-The, Ba-Vui Le, Muhammad Fahim, Sungyoung Lee, Yongik Yoon, Byeong Ho Kang
2014 — conf
SUPAR: Smartphone as a ubiquitous physical activity recognizer for u-healthcare services.
EMBC
Muhammad Fahim, Sungyoung Lee, Yongik Yoon
2013 J jnl
A Genetic Algorithm-based Classifier Ensemble Optimization for Activity Recognition in Smart Homes.
KSII Trans. Internet Inf. Syst.
Iram Fatima, Muhammad Fahim, Young-Koo Lee, Sungyoung Lee
2013 — conf
A Sleep Monitoring Application for u-lifecare Using Accelerometer Sensor of Smartphone.
UCAmI
Muhammad Fahim, Ba-Vui Le, Iram Fatima, Sungyoung Lee, Yongik Yoon
2013 J jnl
A Unified Framework for Activity Recognition-Based Behavior Analysis and Action Prediction in Smart Homes.
Sensors
Iram Fatima, Muhammad Fahim, Young-Koo Lee, Sungyoung Lee
2013 J jnl
Analysis and effects of smart home dataset characteristics for daily life activity recognition.
J. Supercomput.
Iram Fatima, Muhammad Fahim, Young-Koo Lee, Sungyoung Lee
2013 — conf
Classifier ensemble optimization for human activity recognition in smart homes.
ICUIMC
Iram Fatima, Muhammad Fahim, Young-Koo Lee, Sungyoung Lee
2013 J jnl
EEM: evolutionary ensembles model for activity recognition in Smart Homes.
Appl. Intell.
Muhammad Fahim, Iram Fatima, Sungyoung Lee, Young-Koo Lee
2013 J jnl
EFM: evolutionary fuzzy model for dynamic activities recognition using a smartphone accelerometer.
Appl. Intell.
Muhammad Fahim, Iram Fatima, Sungyoung Lee, Young-Tack Park
2013 J jnl
MODM: multi-objective diffusion model for dynamic social networks using evolutionary algorithm.
J. Supercomput.
Iram Fatima, Muhammad Fahim, Young-Koo Lee, Sungyoung Lee
2011 — conf
Socially interactive CDSS for u-life care.
ICUIMC
Iram Fatima, Muhammad Fahim, Donghai Guan, Young-Koo Lee, Sungyoung Lee