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Muhammad Fayaz, IEEE Member
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Year
A review on energy consumption optimization techniques in IoT based smart building environments
AS Shah, H Nasir, M Fayaz, A Lajis, A Shah
Information 10 (3), 108, 2019
1312019
A prediction methodology of energy consumption based on deep extreme learning machine and comparative analysis in residential buildings
M Fayaz, DH Kim
Electronics 7 (10), 222, 2018
1142018
Machine learning-based EEG signals classification model for epileptic seizure detection
Aayesha, MB Qureshi, M Afzaal, MS Qureshi, M Fayaz
Multimedia Tools and Applications 80 (12), 17849-17877, 2021
972021
Machine-learning based hybrid-feature analysis for liver cancer classification using fused (MR and CT) images
S Naeem, A Ali, S Qadri, W Khan Mashwani, N Tairan, H Shah, M Fayaz, ...
Applied Sciences 10 (9), 3134, 2020
662020
A topical review on machine learning, software defined networking, internet of things applications: Research limitations and challenges
Imran, Z Ghaffar, A Alshahrani, M Fayaz, AM Alghamdi, J Gwak
Electronics 10 (8), 880, 2021
652021
Energy consumption optimization and user comfort management in residential buildings using a bat algorithm and fuzzy logic
M Fayaz, DH Kim
Energies 11 (1), 161, 2018
632018
A framework for prediction of household energy consumption using feed forward back propagation neural network
M Fayaz, H Shah, AM Aseere, WK Mashwani, AS Shah
Technologies 7 (2), 30, 2019
542019
An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption
I Ullah, M Fayaz, M Aman, DH Kim
Computing 104 (2), 433-457, 2022
492022
Improving accuracy of the Kalman filter algorithm in dynamic conditions using ANN-based learning module
I Ullah, M Fayaz, DH Kim
Symmetry 11 (1), 94, 2019
462019
Comprehensive Survey of IoT, Machine Learning, and Blockchain for Health Care Applications: A Topical Assessment for Pandemic Preparedness, Challenges, and Solutions
M Imran, U Zaman, J Imtiaz, M Fayaz, J Gwak
Electronics 10 (20), 2501, 2021
452021
Energy consumption optimization and user comfort maximization in smart buildings using a hybrid of the firefly and genetic algorithms
F Wahid, M Fayaz, A Aljarbouh, M Mir, M Aamir, Imran
Energies 13 (17), 4363, 2020
442020
Ann based learning to kalman filter algorithm for indoor environment prediction in smart greenhouse
I Ullah, M Fayaz, N Naveed, D Kim
IEEE Access 8, 159371-159388, 2020
402020
An Adaptive Approach Based on Resource-Awareness Towards Power-Efficient Real-Time Periodic Task Modeling on Embedded IoT Devices
S Ahmad, S Malik, I Ullah, M Fayaz, DH Park, K Kim, DH Kim
Processes, 2018
352018
Dynamic user preference parameters selection and energy consumption optimization for smart homes using deep extreme learning machine and bat algorithm
AS Shah, H Nasir, M Fayaz, A Lajis, I Ullah, A Shah
IEEE Access 8, 204744-204762, 2020
342020
A stochastic approach towards travel route optimization and recommendation based on users constraints using Markov chain
S Ahmad, I Ullah, F Mehmood, M Fayaz, DH Kim
Ieee Access 7, 90760-90776, 2019
312019
Counteracting selfish nodes using reputation based system in mobile ad hoc networks
M Fayaz, G Mehmood, A Khan, S Abbas, M Fayaz, J Gwak
Electronics 11 (2), 185, 2022
292022
Underground risk index assessment and prediction using a simplified hierarchical fuzzy logic model and kalman filter
M Fayaz, I Ullah, DH Kim
Processes 6 (8), 103, 2018
292018
An integrated risk index model based on hierarchical fuzzy logic for underground risk assessment
M Fayaz, I Ullah, DH Park, K Kim, DH Kim
Applied Sciences 7 (10), 1037, 2017
292017
An efficient and secure session key management scheme in wireless sensor network
G Mehmood, MS Khan, A Waheed, M Zareei, M Fayaz, T Sadad, N Kama, ...
Complexity 2021, 1-10, 2021
282021
A blended risk index modeling and visualization based on hierarchical fuzzy logic for water supply pipelines assessment and management
M Fayaz, S Ahmad, I Ullah, DH Kim
Processes 6 (5), 61, 2018
282018
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Articles 1–20