Muhammad Fazal Ijaz, Worlds Top 2% Scientist [2022,2023]
Muhammad Fazal Ijaz, Worlds Top 2% Scientist [2022,2023]
Lecturer at Melbourne Institute of Technology, Victoria, Australia
Verified email at
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Classification of skin disease using deep learning neural networks with MobileNet V2 and LSTM
PN Srinivasu, JG SivaSai, MF Ijaz, AK Bhoi, W Kim, JJ Kang
Sensors 21 (8), 2852, 2021
Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda
Y Kumar, A Koul, R Singla, MF Ijaz
Journal of ambient intelligence and humanized computing 14 (7), 8459-8486, 2023
A survey of deep convolutional neural networks applied for prediction of plant leaf diseases
VS Dhaka, SV Meena, G Rani, D Sinwar, MF Ijaz, M Woźniak
Sensors 21 (14), 4749, 2021
A personalized healthcare monitoring system for diabetic patients by utilizing BLE-based sensors and real-time data processing
G Alfian, M Syafrudin, MF Ijaz, MA Syaekhoni, NL Fitriyani, J Rhee
Sensors 18 (7), 2183, 2018
Data-driven cervical cancer prediction model with outlier detection and over-sampling methods
MF Ijaz, M Attique, Y Son
Sensors 20 (10), 2809, 2020
Hybrid prediction model for type 2 diabetes and hypertension using DBSCAN-based outlier detection, synthetic minority over sampling technique (SMOTE), and random forest
MF Ijaz, G Alfian, M Syafrudin, J Rhee
Applied sciences 8 (8), 1325, 2018
Integration of RFID, wireless sensor networks, and data mining in an e-pedigree food traceability system
G Alfian, J Rhee, H Ahn, J Lee, U Farooq, MF Ijaz, MA Syaekhoni
Journal of Food Engineering 212, 65-75, 2017
IoT and interpretable machine learning based framework for disease prediction in pearl millet
N Kundu, G Rani, VS Dhaka, K Gupta, SC Nayak, S Verma, MF Ijaz, ...
Sensors 21 (16), 5386, 2021
Fine-tuned DenseNet-169 for breast cancer metastasis prediction using FastAI and 1-cycle policy
A Vulli, PN Srinivasu, MSK Sashank, J Shafi, J Choi, MF Ijaz
Sensors 22 (8), 2988, 2022
A consolidated decision tree-based intrusion detection system for binary and multiclass imbalanced datasets
R Panigrahi, S Borah, AK Bhoi, MF Ijaz, M Pramanik, Y Kumar, ...
Mathematics 9 (7), 751, 2021
Analytical study of hybrid techniques for image encryption and decryption
CL Chowdhary, PV Patel, KJ Kathrotia, M Attique, K Perumal, MF Ijaz
Sensors 20 (18), 5162, 2020
A tri-stage wrapper-filter feature selection framework for disease classification
M Mandal, PK Singh, MF Ijaz, J Shafi, R Sarkar
Sensors 21 (16), 5571, 2021
A union of deep learning and swarm-based optimization for 3D human action recognition
H Basak, R Kundu, PK Singh, MF Ijaz, M Woźniak, R Sarkar
Scientific Reports 12 (1), 5494, 2022
Performance assessment of supervised classifiers for designing intrusion detection systems: a comprehensive review and recommendations for future research
R Panigrahi, S Borah, AK Bhoi, MF Ijaz, M Pramanik, RH Jhaveri, ...
Mathematics 9 (6), 690, 2021
Disease diagnosis system for IoT-based wearable body sensors with machine learning algorithm
JB Awotunde, SO Folorunso, AK Bhoi, PO Adebayo, MF Ijaz
Hybrid Artificial Intelligence and IoT in Healthcare, 201-222, 2021
An optimized framework for WSN routing in the context of industry 4.0
S Rani, D Koundal, fnm Kavita, MF Ijaz, M Elhoseny, MI Alghamdi
Sensors 21 (19), 6474, 2021
Constituents and consequences of Online-shopping in Sustainable E-Business: An experimental study of Online-Shopping Malls
MF Ijaz, J Rhee
Sustainability 10 (10), 3756, 2018
Dynamical properties of ion-acoustic waves in space plasma and its application to image encryption
J Tamang, JDD Nkapkop, MF Ijaz, PK Prasad, N Tsafack, A Saha, ...
IEEE Access 9, 18762-18782, 2021
Edge caching based on collaborative filtering for heterogeneous ICN-IoT applications
D Gupta, S Rani, SH Ahmed, S Verma, MF Ijaz, J Shafi
Sensors 21 (16), 5491, 2021
Disposition of youth in predicting sustainable development goals using the neuro-fuzzy and random forest algorithms
L Gaur, G Singh, A Solanki, NZ Jhanjhi, U Bhatia, S Sharma, S Verma, ...
Human-Centric Computing and Information Sciences 11, NA, 2021
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