Muhammad Fahim

Orcid: 0000-0001-6259-5458

According to our database1, Muhammad Fahim authored at least 42 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Two-Stage Feature Engineering to Predict Air Pollutants in Urban Areas.
IEEE Access, 2024

A Multimodal Approach for Quantifying Walking Pace using Chest-worn Wearable sensors.
Proceedings of the 18th International Symposium on Medical Information and Communication Technology, 2024

RetinaLiteNet: A Lightweight Transformer based CNN for Retinal Feature Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Digital Twin for Open RAN: Toward Intelligent and Resilient 6G Radio Access Networks.
IEEE Commun. Mag., November, 2023

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, September, 2023

Comparative Analysis of Deep Learning and Statistical Models for Air Pollutants Prediction in Urban Areas.
IEEE Access, 2023

Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking.
Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023

2022
Computing on Wheels: A Deep Reinforcement Learning-Based Approach.
IEEE Trans. Intell. Transp. Syst., 2022

AI-Driven Aeronautical Ad Hoc Networks for 6G Wireless: Challenges, Opportunities, and the Road Ahead.
Sensors, 2022

ApplianceNet: a neural network based framework to recognize daily life activities and behavior in smart home using smart plugs.
Neural Comput. Appl., 2022

Machine Learning-Based Digital Twin for Predictive Modeling in Wind Turbines.
IEEE Access, 2022

Healthy Aging: A Proactive Model to Prevent Self-neglecting Behavior in Smart Homes.
Proceedings of the IEEE International Conference on E-health Networking, 2022

A Wearable-based Preventive Model To Promote Oral Health Through Personalized Notification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
DGM: a data generative model to improve minority class presence in anomaly detection domain.
Neural Comput. Appl., 2021

2020
TSI: Time series to imaging based model for detecting anomalous energy consumption in smart buildings.
Inf. Sci., 2020

Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020

2019
Remote health monitoring of elderly through wearable sensors.
Multim. Tools Appl., 2019

Anomaly Detection, Analysis and Prediction Techniques in IoT Environment: A Systematic Literature Review.
IEEE Access, 2019

Improving Complex Network Controllability via Link Prediction.
Proceedings of the Machine Learning and Intelligent Communications, 2019

Noise Reduction in Network Embedding.
Proceedings of the Machine Learning and Intelligent Communications, 2019

Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning.
Proceedings of the Analysis of Images, Social Networks and Texts, 2019

A Lightweight Deep Autoencoder-Based Approach for Unsupervised Anomaly Detection.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018
Context Mining of Sedentary Behaviour for Promoting Self-Awareness Using a Smartphone.
Sensors, 2018

An Anomaly Detection Model for Enhancing Energy Management in Smart Buildings.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Alert me: Enhancing active lifestyle via observing sedentary behavior using mobile sensing systems.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Physical activity recognizer based on multimodal sensors in smartphone for ubiquitous-lifecare services.
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017

2016
Micro-context recognition of sedentary behaviour using smartphone.
Proceedings of the Sixth International Conference on Digital Information and Communication Technology and its Applications, 2016

mHealth: Blood donation application using android smartphone.
Proceedings of the Sixth International Conference on Digital Information and Communication Technology and its Applications, 2016

2015
Smart CDSS: integration of Social Media and Interaction Engine (SMIE) in healthcare for chronic disease patients.
Multim. Tools Appl., 2015


2014
ATHENA: A Personalized Platform to Promote an Active Lifestyle and Wellbeing Based on Physical, Mental and Social Health Primitives.
Sensors, 2014

PAM-Based Behavior Modelling.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014

SUPAR: Smartphone as a ubiquitous physical activity recognizer for u-healthcare services.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Analysis and effects of smart home dataset characteristics for daily life activity recognition.
J. Supercomput., 2013

MODM: multi-objective diffusion model for dynamic social networks using evolutionary algorithm.
J. Supercomput., 2013

A Unified Framework for Activity Recognition-Based Behavior Analysis and Action Prediction in Smart Homes.
Sensors, 2013

A Genetic Algorithm-based Classifier Ensemble Optimization for Activity Recognition in Smart Homes.
KSII Trans. Internet Inf. Syst., 2013

EFM: evolutionary fuzzy model for dynamic activities recognition using a smartphone accelerometer.
Appl. Intell., 2013

EEM: evolutionary ensembles model for activity recognition in Smart Homes.
Appl. Intell., 2013

A Sleep Monitoring Application for u-lifecare Using Accelerometer Sensor of Smartphone.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Context-Awareness and Context-Driven Interaction, 2013

Classifier ensemble optimization for human activity recognition in smart homes.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

2011
Socially interactive CDSS for u-life care.
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011


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