Your Name
Dr. Atif Rizwan
Postdoctoral Researcher at Kyung Hee University
WIN Lab (418), Electronic and Information University Building, Kyung Hee University, Yongin, ROK
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Summary
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
Research Interests

Applied Machine Learning

Deep Learning

Federated Learning

Data Science

Internet of Things

Digital Twin

Education
Kyung Hee University Logo
Postdoctoral Researcher
Department of Electronics Engineering, Kyunge Hee University, Seoul, Republic of Korea
March 2024 - Present
Jeju National University Logo
PhD Computer Engineering
Department of Computer Engineering, Jeju National University, Jeju-si, Republic of Korea
March 2020 - Feb 2024
Jeju National University Logo
Master of Science in Computer Science (MSCS)
Department of Computer Science, COMSATS University Islamabad, Attock, Punjab,Pakistan
2018 - 2020
Jeju National University Logo
Master of Computer Science (MCS)
Department of Computer Science, COMSATS University Islamabad, Attock, Punjab,Pakistan
2016 - 2018
Jeju National University Logo
Bachelor of Science (BSC)
University of the Punjab, Lahore, Punjab,Pakistan
2013 - 2015
Certificates & Awards
Excelent Academic Achievement Award (PhD)

Awarded by Jeju National University, ROK

Campus Gold Medal (MSCS)

Awarded by COMSATS University Islamabad, Attock Campus

Campus Gold Medal (MCS)

Awarded by COMSATS University Islamabad, Attock Campus

Institute Silver Medal (MCS)

Awarded by COMSATS University Islamabad, Attock Campus

PhD Scholarship

Awarded by Jeju National University

Research Projects
April, 2023 - Present
Neural Architecture Search for Resource Constraint Devices in DFL
Participation: Research, Development and Testing
April, 2023 - Present
Optimization of Topology in DFL
Participation: Research, Development and Testing
March, 2023 - Present
Digital twin for Decentralized Federated Learning
Participation: Research, Development and Testing
Dec, 2022 - April, 2023
Personalized Hierarchical Heterogeneous Federated Learning
Participation: Research, Development and Testing
Dec, 2021 - May 2022
Digital Twin for Centralized Federated Learning
Participation: Research, Development and Testing
Dec, 2021 - May 2022
Sampling-Based Model Consolidation for Attack Prevention in Federated Learning
Participation: Research, Development and Testing
April, 2021 - Dec, 2021
Self Optimal Environment Control with minimum energy consumption for Greenhouse environment
Participation: Research, Development and Testing
Jan, 2021 - April, 2021
Realtime Situation Reporting using YOLO
Participation: Research, Development and Testing
Dec, 2021 - May 2022
Optimal location for Water Drilling
Participation: Research, Development and Testing
Publications

Journal Publications

# Paper Details Impact Factor View
1
Hetero-FedIoT: A Rule-Based Interworking Architecture for Heterogeneous Federated IoT Networks.

Khan, A. N., Rizwan, A., Ahmad, R., Jin, W., Khan, Q. W., Lim, S., & Kim, D.

IEEE Internet of Things Journal

10.23

2
A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning.

Khan, A. N., Rizwan, A., Ahmad, R., Khan, Q. W., Lim, S., & Kim, D. H.

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.

Khan, Q. W., Kim, B. W., Ahmed, R., Rizwan, A., Khan, A. N., Kim, K., & Kim, D. H.

IEEE Access

3.367

4
Arabic Sentiment Analysis and Sarcasm Detection using Probabilistic Projections Based Variational Switch Transformer.

Shah, S. M. A. H., Shah, S. F. H., Ullah, A., Rizwan, A.., Atteia, G., \& Alabdulhafith, M.

IEEE Access

3.367

5
An OCF-IoTivity enabled smart-home optimal indoor environment control system for energy and comfort optimization.

Khan, A. N., Rizwan, A.., Ahmad, R., & Kim, D. H.

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.

Khan, A. N., Kim, B. W., Rizwan, A.., Ahmad, R., Iqbal, N., Kim, K., & Kim, D. H.

ACS omega, 8(12), 10806-10821.

4.132

7
Intelligent digital twin for federated learning in AIoT networks.

\textbf{Rizwan, A.}, Ahmad, R., Khan, A. N., Xu, R., & Kim, D. H.

Internet of Things, 100698.

5.711

8
Optimal environment control mechanism based on OCF connectivity for efficient energy consumption in greenhouse.

\textbf{Rizwan, A.}, Khan, A. N., Ahmad, R., & Kim, D. H.

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.

Malik, F., Khan, S., Rizwan, A.., Atteia, G., & Samee, N. A.

IEEE Access, 10, 97310-97326.

3.367

10
Identification of Review Helpfulness Using Novel Textual and Language-Context Features.

Khan, M. S., Rizwan, A.., Faisal, M. S., Ahmad, T., Khan, M. S., & Atteia, G.

Mathematics, 10(18), 3260.

2.59

11
Prediction of Movie Quality via Adaptive Voting Classifier

Faisal, M. S., Rizwan, A., Iqbal, K., Fasihuddin, H., Banjar, A., & Daud, A.

IEEE Access, 10, 81581-81596.

3.367

12
An Efficient Multi-Scale Convolutional Neural Network Based Multi-Class Brain MRI Classification for SaMD.

Yazdan, S. A., Ahmad, R., Iqbal, N., Rizwan, A.., Khan, A. N., & Kim, D. H.

Tomography, 8(4), 1905-1927.

3

13
Enhanced time-constraint aware tasks scheduling mechanism based on predictive optimization for efficient load balancing in smart manufacturing

Iqbal, N., Khan, A. N., Rizwan, A.., Qayyum, F., Malik, S., Ahmad, R., & Kim, D. H.

Journal 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.

Khan, A. N., Iqbal, N., Rizwan, A., Malik, S., Ahmad, R., & Kim, D. H.

IEEE Access, 10, 50933-50946.

3.367

15
Aggression Detection in Social Media from Textual Data Using Deep Learning Models.

Khan, U., Khan, S., Rizwan, A.., Atteia, G., Jamjoom, M. M., & Samee, N. A.

Applied Sciences, 12(10), 5083.

2.67

16
Efficient Fake News Detection Mechanism Using Enhanced Deep Learning Model.

Ahmad, T., Faisal, M. S., Rizwan, A.., Alkanhel, R., Khan, P. W., & Muthanna, A.

Applied Sciences 2022, 12(3), 1743.

2.67

17
Enhanced Optimization-Based Voting Classifier and Chained Multi-Objective Regressor for Effective Groundwater Resource Management.

Rizwan, A.., Khan, A. N., Iqbal, N., Ahmad, R., & Kim, D. H.

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.

\textbf{Rizwan, A}}., Iqbal, N., Khan, A. N., Ahmad, R., \& Kim, D. H.

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.

Iqbal, N., Khan, A. N., Rizwan, A.., Ahmad, R., Kim, B. W., Kim, K., & Kim, D. H.

IEEE Access 2021, 9, 96092-96113.

3.367

20
Boreholes data analysis architecture based on clustering and prediction models for enhancing underground safety verification.

Iqbal, N., Rizwan, A.., Khan, A. N., Ahmad, R., Kim, B. W., Kim, K., \& Kim, D. H.

IEEE Access, 9, 78428-78451.

3.367

21
An ensemble energy consumption forecasting model based on spatial-temporal clustering analysis in residential buildings.

Khan, A. N., Iqbal, N., Rizwan, A.., Ahmad, R., \& Kim, D. H.

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.

Rizwan, A., Iqbal, N., Ahmad, R., & Kim, D. H.

Applied Sciences, 11(10), 4657.

Surveys


# 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.

Khan, S., Rizwan, A., Khan, A. N., Ali, M., Ahmed, R., & Kim, D. H.

Computers and Electrical Engineering, 110, 108867.

4.3

2
Decentralized machine learning training: a survey on synchronization, consolidation and topologies.

Khan, Q. W., Khan, A. N., Rizwan, A., Ahmad, R., Khan, S., & Kim, D. H.

IEEE Access

3.367

Corresponding Author


# Paper Details Impact Factor View
1
Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls.

Asif, M. S., Faisal, M. S., Dar, M. N., Hamdi, M., Elmannai, H., Rizwan, A*., & Abbas, M.

Sensors, 23(10), 4635.

3.847

2
A Healthcare Paradigm for Deriving Knowledge Using Online Consumers Feedback.

Nawaz, A., Abbas, Y., Ahmad, T., Mahmoud, N. F., Rizwan, A*., & Samee, N. A.

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.

Samee, N. A., Ahmad, T., Mahmoud, N. F., Atteia, G., Abdallah, H. A., & Rizwan, A*

Healthcare (Vol. 10, No. 12, p. 2340). Multidisciplinary Digital Publishing Institute.

3.16

Book Chapters


# Paper Details Impact Factor View
1
Optimizing Energy Consumption in Smart Homes Based on OCF Standard Connectivity.

Khan, A. N., Rizwan, A, Jin, W., Ahmed, R., Le, A. N., & Kim, D.

Intelligent Systems and Networks (pp. 253-259). Springer, Singapore.

-

Under Review Articles


# Paper Details Impact Factor View
1
Personalized Hierarchical Heterogeneous Federated Learning for Thermal Comfort Prediction in Smart Buildings

Atif Rizwan et al.

Engineering Applications of Artificial Intelligence

8

2
Convergence Aware Federated Transfer Learning Method for Energy Consumption Prediction

Atif Rizwan et al.

Heliyon

4.3

3
Optimal Environment Control and Fruits Delivery Tracking system using Blockchain for Greenhouse

Atif Rizwan et al.

IEEE Internet of Things

10.23

4
Modular QCB-Learner: A Novel Self-Supervised Stochastic Technique for Multi-Domain Contrastive Representation Learning

Syed Muhammad Ahmad Hassan Shah, Atif Rizwan

Information Sciences

8.1