Total articles published: 30 | Published SCI/E papers: 27 | Citation Count (Google scholar)= 206 |
Book chapter = 01 | Cumulative Impact Factor = 123.5 | Articles In-press = 03 |
H-index = 7, i10-index = 5 | Corresponding author = 3 | 3 Year Lab Engineer Experience |
Expert Programmer (Python, Java) | Gold Medals=2 |
Applied Machine Learning
Deep Learning
Federated Learning
Data Science
Internet of Things
Digital Twin
Awarded by Jeju National University, ROK
Awarded by COMSATS University Islamabad, Attock Campus
Awarded by COMSATS University Islamabad, Attock Campus
Awarded by COMSATS University Islamabad, Attock Campus
Awarded by Jeju National University
# | Paper Details | Impact Factor | View |
---|---|---|---|
1 |
Hetero-FedIoT: A Rule-Based Interworking Architecture for Heterogeneous Federated IoT Networks.IEEE Internet of Things Journal |
10.23 | |
2 |
A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning.Internet of Things, 23, 100890. |
5.711 | |
3 |
Predictive Modeling of Water Table Depth, Drilling Duration, and Soil Layer Classification using Adaptive Ensemble Learning for Cost-Effective Percussion Water Borehole Drilling.IEEE Access |
3.367 | |
4 |
Arabic Sentiment Analysis and Sarcasm Detection using Probabilistic Projections Based Variational Switch Transformer.IEEE Access |
3.367 | |
5 |
An OCF-IoTivity enabled smart-home optimal indoor environment control system for energy and comfort optimization.Internet of Things, 22, 100712. |
5.711 | |
6 |
A New Method for Determination of Optimal Borehole Drilling Location Considering Drilling Cost Minimization and Sustainable Groundwater Management.ACS omega, 8(12), 10806-10821. |
4.132 | |
7 |
Intelligent digital twin for federated learning in AIoT networks.Internet of Things, 100698. |
5.711 | |
8 |
Optimal environment control mechanism based on OCF connectivity for efficient energy consumption in greenhouse.IEEE Internet of Things Journal, 10(6), 5035-5049. |
10.23 | |
9 |
A Novel Hybrid Clustering Approach Based on Black Hole Algorithm for Document Clustering.IEEE Access, 10, 97310-97326. |
3.367 | |
10 |
Identification of Review Helpfulness Using Novel Textual and Language-Context Features.Mathematics, 10(18), 3260. |
2.59 | |
11 |
Prediction of Movie Quality via Adaptive Voting ClassifierIEEE Access, 10, 81581-81596. |
3.367 | |
12 |
An Efficient Multi-Scale Convolutional Neural Network Based Multi-Class Brain MRI Classification for SaMD.Tomography, 8(4), 1905-1927. |
3 | |
13 |
Enhanced time-constraint aware tasks scheduling mechanism based on predictive optimization for efficient load balancing in smart manufacturingJournal of Manufacturing Systems, 64, 19-39. |
12.1 | |
14 |
A Criticality-Aware Dynamic Task Scheduling Mechanism for Efficient Resource Load Balancing in Constrained Smart Manufacturing Environment.IEEE Access, 10, 50933-50946. |
3.367 | |
15 |
Aggression Detection in Social Media from Textual Data Using Deep Learning Models.Applied Sciences, 12(10), 5083. |
2.67 | |
16 |
Efficient Fake News Detection Mechanism Using Enhanced Deep Learning Model.Applied Sciences 2022, 12(3), 1743. |
2.67 | |
17 |
Enhanced Optimization-Based Voting Classifier and Chained Multi-Objective Regressor for Effective Groundwater Resource Management.IEEE Acces, 9, 168329-168341. |
3.367 | |
18 |
Toward effective pattern recognition based on enhanced weighted K-mean clustering algorithm for groundwater resource planning in point cloud.IEEE Access 2021, 9, 130154-130169. |
3.367 | |
19 |
Groundwater level prediction model using correlation and difference mechanisms based on boreholes data for sustainable hydraulic resource management.IEEE Access 2021, 9, 96092-96113. |
3.367 | |
20 |
Boreholes data analysis architecture based on clustering and prediction models for enhancing underground safety verification.IEEE Access, 9, 78428-78451. |
3.367 | |
21 |
An ensemble energy consumption forecasting model based on spatial-temporal clustering analysis in residential buildings.Energies 2021, 14(11), 3020. |
3.004 | |
22 |
WR-SVM model based on the margin radius approach for solving the minimum enclosing ball problem in support vector machine classification.Applied Sciences, 11(10), 4657. |
|
# | Paper Details | Impact Factor | View |
---|---|---|---|
1 |
A multi-perspective revisit to the optimization methods of Neural Architecture Search and Hyper-parameter optimization for non-federated and federated learning environments.Computers and Electrical Engineering, 110, 108867. |
4.3 | |
2 |
Decentralized machine learning training: a survey on synchronization, consolidation and topologies.IEEE Access |
3.367 |
# | Paper Details | Impact Factor | View |
---|---|---|---|
1 |
Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls.Sensors, 23(10), 4635. |
3.847 | |
2 |
A Healthcare Paradigm for Deriving Knowledge Using Online Consumers Feedback.Healthcare (Vol. 10, No. 8, p. 1592). Multidisciplinary Digital Publishing Institute. |
3.16 | |
3 |
Clinical Decision Support Framework for Segmentation and Classification of Brain Tumor MRIs Using a U-Net and DCNN Cascaded Learning Algorithm.Healthcare (Vol. 10, No. 12, p. 2340). Multidisciplinary Digital Publishing Institute. |
3.16 |
# | Paper Details | Impact Factor | View |
---|---|---|---|
1 |
Optimizing Energy Consumption in Smart Homes Based on OCF Standard Connectivity.Intelligent Systems and Networks (pp. 253-259). Springer, Singapore. |
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# | Paper Details | Impact Factor | View |
---|---|---|---|
1 |
Personalized Hierarchical Heterogeneous Federated Learning for Thermal Comfort Prediction in Smart BuildingsEngineering Applications of Artificial Intelligence |
8 | |
2 |
Convergence Aware Federated Transfer Learning Method for Energy Consumption PredictionHeliyon |
4.3 | |
3 |
Optimal Environment Control and Fruits Delivery Tracking system using Blockchain for GreenhouseIEEE Internet of Things |
10.23 | |
4 |
Modular QCB-Learner: A Novel Self-Supervised Stochastic Technique for Multi-Domain Contrastive Representation LearningInformation Sciences |
8.1 |