Dr. Atif Rizwan — Portfolio

2025 • IEEE Access

A Unified Approach for Object Detection and Depth Map based Distance Estimation in Security and Surveillance Systems

Bibi, Misbah, Faseeh, Muhammad, Khan, Anam Nawaz, Rizwan, Atif, Khan, Qazi Waqas, Ahmad, Rashid, Kim, Do-Hyeun — IEEE Access

2025 • IEEE Access

An Auto-Annotation Approach for Object Detection and Depth-Based Distance Estimation in Security and Surveillance Systems

Bibi, Misbah, Faseeh, Muhammad, Nawaz Khan, Anam, Rizwan, Atif, Waqas Khan, Qazi, Ahmad, Rashid, Kim, Do-Hyeun — IEEE Access, 13, 45240--45251

2025 • Internet of Things

Consensus-driven hyperparameter optimization for accelerated model convergence in decentralized federated learning

Khan, Anam Nawaz, Khan, Qazi Waqas, Rizwan, Atif, Ahmad, Rashid, Kim, Do Hyeun — Internet of Things, 30, 101476

2025 • Engineering Applications of Artificial Intelligence

Corrigendum to “Safety monitoring digital twin-based centralized model consolidation mechanism using dynamic node selection for multi-worker safety prediction”[Eng. Appl. Artif. Intell. 161 Part B (2025) 112186]

Moe, Sa Jim Soe, Rizwan, Atif, Khan, Anam Nawaz, Xu, Rongxu, Kim, Do Hyeun — Engineering Applications of Artificial Intelligence, 112424

2025 • Alexandria Engineering Journal

Cross-cluster precision-guided knowledge fusion for fair and personalized federated learning

Khan, Anam Nawaz, Rizwan, Atif, Ahmad, Rashid, Khan, Qazi Waqas, Kim, DoHyeun — Alexandria Engineering Journal, 129, 255--270

2025 • Complex \& Intelligent Systems

DFL topology optimization based on peer weighting mechanism and graph neural network in digital twin platform

Tuan, Nguyen Anh, Rizwan, Atif, Moe, Sa Jim Soe, Khan, Anam Nawaz, Kim, Do Hyeun — Complex \& Intelligent Systems, 11, (6), 257

2025 • Information Sciences

Multimodal cross-domain contrastive learning: A self-supervised generative and geometric framework for visual perception

Shah, S Muhammad Ahmed Hassan, Rizwan, Atif, Sardaraz, Muhammad, Tahir, Muhammad, Samee, Nagwan Abdel, Jamjoom, Mona M — Information Sciences, 122239

2025 • Engineering Applications of Artificial Intelligence

Personalized hierarchical heterogeneous federated learning for thermal comfort prediction in smart buildings

Rizwan, Atif, Khan, Anam Nawaz, Ahmad, Rashid, Khan, Qazi Waqas, Kim, Do Hyeun — Engineering Applications of Artificial Intelligence, 139, 109464

2025 • Engineering Applications of Artificial Intelligence

Safety monitoring digital twin-based centralized model consolidation mechanism using dynamic node selection for multi-worker safety prediction

Moe, Sa Jim Soe, Rizwan, Atif, Khan, Anam Nawaz, Xu, Rongxu, Kim, Do Hyeun — Engineering Applications of Artificial Intelligence, 161, 112186

2024 • Mathematics

A machine learning-based framework with enhanced feature selection and resampling for improved intrusion detection

Malik, Fazila, Waqas Khan, Qazi, Rizwan, Atif, Alnashwan, Rana, Atteia, Ghada — Mathematics, 12, (12), 1799

2024 • IET Collaborative Intelligent Manufacturing

Adaptive DFL-based straggler mitigation mechanism for synchronous ring topology in digital twin networks

Waqas Khan, Qazi, Park, Chan-Won, Ahmad, Rashid, Rizwan, Atif, Khan, Anam Nawaz, Lim, Sunhwan, Kim, Do Hyeun — IET Collaborative Intelligent Manufacturing, 6, (3), e12107

2024 • PeerJ Computer Science

An intelligent diabetes classification and perception framework based on ensemble and deep learning method

Khan, Qazi Waqas, Iqbal, Khalid, Ahmad, Rashid, Rizwan, Atif, Khan, Anam Nawaz, Kim, DoHyeun — PeerJ Computer Science, 10, e1914

2024 • IEEE Access

Brain tumor segmentation using generative adversarial Networks

Ali, Abid, Sharif, Muhammad, Faisal, Ch Muhammad Shahzad, Rizwan, Atif, Atteia, Ghada, Alabdulhafith, Maali — IEEE Access, 12, 183525--183541

2024 • Pattern Analysis and Applications

Computer-aided diagnosis of Alzheimer’s disease and neurocognitive disorders with multimodal Bi-Vision Transformer (BiViT)

Shah, S Muhammad Ahmed Hassan, Khan, Muhammad Qasim, Rizwan, Atif, Jan, Sana Ullah, Samee, Nagwan Abdel, Jamjoom, Mona M — Pattern Analysis and Applications, 27, (3), 76

2024 • IEEE Access

Enhanced Abnormality Detection Mechanism based on PSO Assisted Adaptive Ensemble’s Weights Optimization for Protection of Energy AIoT Devices

Khan, Qazi Waqas, Khan, Anam Nawaz, Ahmad, Rashid, Rizwan, Atif, Ibrahim, Muhammad, Kim, Do Hyeun — IEEE Access

2024 • IEEE Access

Enhanced Abnormality Detection via PSO-Driven Adaptive Ensemble Weighting for Energy AIoT Device Security

Waqas Khan, Qazi, Nawaz Khan, Anam, Ahmad, Rashid, Rizwan, Atif, Ibrahim, Muhammad, Kim, Do Hyeun — IEEE Access, 12, 138483--138500

2024 • Multimedia Tools and Applications

Enhanced federated recognition mechanism based on spatial-temporal model with split learning for multi-view human activity classification in edge intelligent network

Tuan, Nguyen Anh, Rizwan, Atif, Moe, Sa Jim Soe, Kim, DoHyeun — Multimedia Tools and Applications, 1--22

2024 • Science and Technology for Energy Transition

Enhancing energy consumption prediction in smart homes: a convergence-aware federated transfer learning approach

Rizwan, Atif, Khan, Anam Nawaz, Ahmad, Rashid, Hassan, Hassan Zohair, Atteia, Ghada, Alkanhel, Reem, Samee, Nagwan Abdel — Science and Technology for Energy Transition, 79, 85

2024 • IEEE Access

Geo-temporal selective approach for dynamic depth estimation in outdoor object detection and distance measurement

Faseeh, Muhammad, Bibi, Misbah, Ali, Murad, Rizwan, Atif, Ahmed, Rashid, Kim, Do Hyeun — IEEE Access

2024 • IEEE Access

JusticeAI: A Large Language Models Inspired Collaborative \& Cross-Domain Multimodal System for Automatic Judicial Rulings in Smart Courts

Samee, Nagwan Abdel, Alabdulhafith, Maali, Shah, S Muhammad Ahmed Hassan, Rizwan, Atif — IEEE Access

2024 • 2024 15th International Conference on Information and Communication Technology Convergence (ICTC)

Latency Analysis of Multi-Exit Split Federated Learning via Testbed Implementation

Lim, Hyelee, Rizwan, Atif, Choi, Minseok — 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), 524--528

2024 • Computers and Electrical Engineering

Multi-modal fusion approaches for tourism: A comprehensive survey of data-sets, fusion techniques, recent architectures, and future directions

Khan, Qazi Waqas, Ahmad, Rashid, Rizwan, Atif, Khan, Anam Nawaz, Park, Chan-Won, Kim, DoHyeun — Computers and Electrical Engineering, 116, 109220

2024 • Computers and Electronics in Agriculture

Optimal environment control and fruits delivery tracking system using blockchain for greenhouse

Rizwan, Atif, Khan, Anam Nawaz, Ibrahim, Muhammad, Ahmad, Rashid, Iqbal, Naeem, Kim, Do Hyeun — Computers and Electronics in Agriculture, 220, 108889

2024 • Energy Reports

Optimizing energy efficiency and comfort in smart homes through predictive optimization: A case study with indoor environmental parameter consideration

Khan, Qazi Waqas, Ahmad, Rashid, Rizwan, Atif, Khan, Anam Nawaz, Lee, KyuTae, Kim, Do Hyeun — Energy Reports, 11, 5619--5637

2024 • 2024 15th International Conference on Information and Communication Technology Convergence (ICTC)

Serverless Federated Learning in Multi-Cell Scenarios Robust to Test-Time Distribution Shifts

Cho, Kwanyoung, Park, Jongyul, Rizwan, Atif, Choi, Minseok — 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), 241--245

2023 • Computers and Electrical Engineering

A multi-perspective revisit to the optimization methods of Neural Architecture Search and Hyper-parameter optimization for non-federated and federated learning environments

Khan, Salabat, Rizwan, Atif, Khan, Anam Nawaz, Ali, Murad, Ahmed, Rashid, Kim, Do Hyuen — Computers and Electrical Engineering, 110, 108867

2023 • ACS omega

A new method for determination of optimal borehole drilling location considering drilling cost minimization and sustainable groundwater management

Khan, Anam Nawaz, Kim, Bong Wan, Rizwan, Atif, Ahmad, Rashid, Iqbal, Naeem, Kim, Kwangsoo, Kim, Do Hyeun — ACS omega, 8, (12), 10806--10821

2023 • Internet of Things

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

Khan, Anam Nawaz, Rizwan, Atif, Ahmad, Rashid, Khan, Qazi Waqas, Lim, Sunhwan, Kim, Do Hyeun — Internet of Things, 23, 100890

2023 • Internet of Things

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

Khan, Anam Nawaz, Rizwan, Atif, Ahmad, Rashid, Kim, Do Hyeun — Internet of Things, 22, 100712

2023 • IEEE Access

Arabic sentiment analysis and sarcasm detection using probabilistic projections-based variational switch transformer

Shah, S Muhammad Ahmed Hassan, Shah, Syed Faizan Hussain, Ullah, Asad, Rizwan, Atif, Atteia, Ghada, Alabdulhafith, Maali — IEEE Access, 11, 67865--67881

2023 • Healthcare

CADFU for dermatologists: A novel chronic wounds \& ulcers diagnosis system with DHuNeT (Dual-Phase Hyperactive UNet) and YOLOv8 algorithm

Shah, Syed Muhammad Ahmed Hassan, Rizwan, Atif, Atteia, Ghada, Alabdulhafith, Maali — Healthcare, 2840

2023 • IEEE Access

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

Khan, Qazi Waqas, Khan, Anam Nawaz, Rizwan, Atif, Ahmad, Rashid, Khan, Salabat, Kim, Do-Hyeun — IEEE Access, 11, 68031--68050

2023 • 2023 IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom)

Energy trading framework based on IoT and digital twin for nanogrid environment

Qayyum, Faiza, Iqbal, Naeem, Jamil, Harun, Rizwan, Atif, Khan, Anam Nawaz, Ahmad, Rashid, Khan, Salabat, Kim, Do Hyeun — 2023 IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom), 749--755

2023 • IEEE Internet of Things Journal

Hetero-FedIoT: A rule-based interworking architecture for heterogeneous federated IoT networks

Khan, Anam Nawaz, Rizwan, Atif, Ahmad, Rashid, Jin, Wenquan, Khan, Qazi Waqas, Lim, Sunhwan, Kim, DoHyeun — IEEE Internet of Things Journal, 11, (4), 5920--5938

2023 • Sensors

Hybrid deep learning and discrete wavelet transform-based ECG biometric recognition for arrhythmic patients and healthy controls

Asif, Muhammad Sheharyar, Faisal, Muhammad Shahzad, Dar, Muhammad Najam, Hamdi, Monia, Elmannai, Hela, Rizwan, Atif, Abbas, Muhammad — Sensors, 23, (10), 4635

2023 • Internet of Things

Intelligent digital twin for federated learning in AIoT networks

Rizwan, Atif, Ahmad, Rashid, Khan, Anam Nawaz, Xu, Rongxu, Kim, Do Hyeun — Internet of Things, 22, 100698

2023 • IEEE Access

Predictive modeling of water table depth, drilling duration, and soil layer classification using adaptive ensemble learning for cost-effective percussion water borehole drilling

Khan, Qazi Waqas, Kim, Bong Wan, Ahmed, Rashid, Rizwan, Atif, Khan, Anam Nawaz, Kim, Kwangsoo, Kim, Do-Hyeun — IEEE Access, 11, 76703--76721

2022 • IEEE Access

A criticality-aware dynamic Task Scheduling mechanism for efficient resource load balancing in constrained Smart Manufacturing Environment

Khan, Anam Nawaz, Iqbal, Naeem, Rizwan, Atif, Malik, Sehrish, Ahmad, Rashid, Kim, Do Hyeun — IEEE Access, 10, 50933--50946

2022 • Healthcare

A healthcare paradigm for deriving knowledge using online consumers’ feedback

Nawaz, Aftab, Abbas, Yawar, Ahmad, Tahir, Mahmoud, Noha F, Rizwan, Atif, Samee, Nagwan Abdel — Healthcare, 1592

2022 • IEEE Access

A novel hybrid clustering approach based on black hole algorithm for document clustering

Malik, Fazila, Khan, Salabat, Rizwan, Atif, Atteia, Ghada, Samee, Nagwan Abdel — IEEE Access, 10, 97310--97326

2022 • Applied Sciences

Aggression detection in social media from textual data using deep learning models

Khan, Umair, Khan, Salabat, Rizwan, Atif, Atteia, Ghada, Jamjoom, Mona M, Samee, Nagwan Abdel — Applied Sciences, 12, (10), 5083

2022 • Tomography

An efficient multi-scale convolutional neural network based multi-class brain MRI classification for SaMD

Yazdan, Syed Ali, Ahmad, Rashid, Iqbal, Naeem, Rizwan, Atif, Khan, Anam Nawaz, Kim, Do-Hyeun — Tomography, 8, (4), 1905--1927

2022 • Healthcare

Clinical decision support framework for segmentation and classification of brain tumor MRIs using a U-Net and DCNN cascaded learning algorithm

Samee, Nagwan Abdel, Ahmad, Tahir, Mahmoud, Noha F, Atteia, Ghada, Abdallah, Hanaa A, Rizwan, Atif — Healthcare, 2340

2022 • Applied Sciences

Efficient fake news detection mechanism using enhanced deep learning model

Ahmad, Tahir, Faisal, Muhammad Shahzad, Rizwan, Atif, Alkanhel, Reem, Khan, Prince Waqas, Muthanna, Ammar — Applied Sciences, 12, (3), 1743

2022 • Journal of manufacturing systems

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

Iqbal, Naeem, Khan, Anam-Nawaz, Rizwan, Atif, Qayyum, Faiza, Malik, Sehrish, Ahmad, Rashid, Kim, Do-Hyeun, others — Journal of manufacturing systems, 64, 19--39

2022 • Mathematics

Identification of review helpfulness using novel textual and language-context features

Khan, Muhammad Shehrayar, Rizwan, Atif, Faisal, Muhammad Shahzad, Ahmad, Tahir, Khan, Muhammad Saleem, Atteia, Ghada — Mathematics, 10, (18), 3260

2022 • IEEE Internet of Things Journal

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

Rizwan, Atif, Khan, Anam Nawaz, Ahmad, Rashid, Kim, Do Hyeun — IEEE Internet of Things Journal, 10, (6), 5035--5049

2022 • Intelligent Systems and Networks: Selected Articles from ICISN 2022, Vietnam

Optimizing Energy Consumption in Smart Homes Based on OCF Standard Connectivity

Khan, Anam Nawaz, Rizwan, Atif, Jin, Wenquan, Ahmed, Rashid, Le, Anh Ngoc, Kim, Dohyeun — Intelligent Systems and Networks: Selected Articles from ICISN 2022, Vietnam, 253--259, Springer Nature Singapore Singapore

2022 • IEEE Access

Prediction of movie quality via adaptive voting classifier

Faisal, Muhammad Shahzad, Rizwan, Atif, Iqbal, Khalid, Fasihuddin, Heba, Banjar, Ameen, Daud, Ali — IEEE Access, 10, 81581--81596

2021 • Energies

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

Khan, Anam-Nawaz, Iqbal, Naeem, Rizwan, Atif, Ahmad, Rashid, Kim, Do-Hyeun — Energies, 14, (11), 3020

2021 •

An ensemble energy consumption forecasting model based on spatial-temporal clustering analysis in residential buildings. Energies 14 (11), 3020 (2021)

Khan, AN, Iqbal, N, Rizwan, A, Ahmad, R, Kim, DH

2021 • IEEE Access

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

Iqbal, Naeem, Rizwan, Atif, Khan, Anam Nawaz, Ahmad, Rashid, Kim, Bong Wan, Kim, Kwangsoo, Kim, Do-Hyeun — IEEE Access, 9, 78428--78451

2021 • Ieee Access

Enhanced optimization-based voting classifier and chained multi-objective regressor for effective groundwater resource management

Rizwan, Atif, Khan, Anam Nawaz, Iqbal, Naeem, Ahmad, Rashid, Kim, Do Hyeun — Ieee Access, 9, 168329--168341

2021 • IEEE Access

Groundwater level prediction model using correlation and difference mechanisms based on boreholes data for sustainable hydraulic resource management

Iqbal, Naeem, Khan, Anam-Nawaz, Rizwan, Atif, Ahmad, Rashid, Kim, Bong Wan, Kim, Kwangsoo, Kim, Do-Hyeun — IEEE Access, 9, 96092--96113

2021 • IEEE Access

Toward effective pattern recognition based on enhanced weighted K-mean clustering algorithm for groundwater resource planning in point cloud

Rizwan, Atif, Iqbal, Naeem, Khan, Anam Nawaz, Ahmad, Rashid, Kim, Do Hyeun — IEEE Access, 9, 130154--130169

2021 • Applied Sciences

WR-SVM model based on the margin radius approach for solving the minimum enclosing ball problem in support vector machine classification

Rizwan, Atif, Iqbal, Naeem, Ahmad, Rashid, Kim, Do-Hyeun — Applied Sciences, 11, (10), 4657

About

Quick Stats

Research Interests

Experience

Postdoc Researcher, ADS Lab — Umeå University

Postdoc Researcher — Wireless Intelligent Networks Lab, Kyunghee University

Researcher — Bigdata Research Center, Jeju National University

Visiting Lecturer — COMSATS University Islamabad, Attock Campus

Education

Awards

Research Projects

Dynamic Split FL for Resource-Constrained Devices

UAV-Enabled Decentralized Federated Learning

Split FL in Multi-Cell Environments

NAS for Resource-Constrained Devices in DFL

Optimization of Topology in DFL

Digital Twin for Decentralized Federated Learning

Personalized Hierarchical Heterogeneous FL

Digital Twin for Centralized Federated Learning

Sampling-Based Model Consolidation for Attack Prevention in FL

Indoor Environment Optimization with Edge DL

Optimal Location for Water Drilling

Self-Optimal Environment Control for Greenhouses

Real-Time Situation Reporting Using YOLO

Publications

A Unified Approach for Object Detection and Depth Map based Distance Estimation in Security and Surveillance Systems

An Auto-Annotation Approach for Object Detection and Depth-Based Distance Estimation in Security and Surveillance Systems

Consensus-driven hyperparameter optimization for accelerated model convergence in decentralized federated learning

Corrigendum to “Safety monitoring digital twin-based centralized model consolidation mechanism using dynamic node selection for multi-worker safety prediction”[Eng. Appl. Artif. Intell. 161 Part B (2025) 112186]

Cross-cluster precision-guided knowledge fusion for fair and personalized federated learning

DFL topology optimization based on peer weighting mechanism and graph neural network in digital twin platform

Multimodal cross-domain contrastive learning: A self-supervised generative and geometric framework for visual perception

Personalized hierarchical heterogeneous federated learning for thermal comfort prediction in smart buildings

Safety monitoring digital twin-based centralized model consolidation mechanism using dynamic node selection for multi-worker safety prediction

A machine learning-based framework with enhanced feature selection and resampling for improved intrusion detection

Adaptive DFL-based straggler mitigation mechanism for synchronous ring topology in digital twin networks

An intelligent diabetes classification and perception framework based on ensemble and deep learning method

Brain tumor segmentation using generative adversarial Networks

Computer-aided diagnosis of Alzheimer’s disease and neurocognitive disorders with multimodal Bi-Vision Transformer (BiViT)

Enhanced Abnormality Detection Mechanism based on PSO Assisted Adaptive Ensemble’s Weights Optimization for Protection of Energy AIoT Devices

Enhanced Abnormality Detection via PSO-Driven Adaptive Ensemble Weighting for Energy AIoT Device Security

Enhanced federated recognition mechanism based on spatial-temporal model with split learning for multi-view human activity classification in edge intelligent network

Enhancing energy consumption prediction in smart homes: a convergence-aware federated transfer learning approach

Geo-temporal selective approach for dynamic depth estimation in outdoor object detection and distance measurement

JusticeAI: A Large Language Models Inspired Collaborative \& Cross-Domain Multimodal System for Automatic Judicial Rulings in Smart Courts

Latency Analysis of Multi-Exit Split Federated Learning via Testbed Implementation

Multi-modal fusion approaches for tourism: A comprehensive survey of data-sets, fusion techniques, recent architectures, and future directions

Optimal environment control and fruits delivery tracking system using blockchain for greenhouse

Optimizing energy efficiency and comfort in smart homes through predictive optimization: A case study with indoor environmental parameter consideration

Serverless Federated Learning in Multi-Cell Scenarios Robust to Test-Time Distribution Shifts

A multi-perspective revisit to the optimization methods of Neural Architecture Search and Hyper-parameter optimization for non-federated and federated learning environments

A new method for determination of optimal borehole drilling location considering drilling cost minimization and sustainable groundwater management

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

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

Arabic sentiment analysis and sarcasm detection using probabilistic projections-based variational switch transformer

CADFU for dermatologists: A novel chronic wounds \& ulcers diagnosis system with DHuNeT (Dual-Phase Hyperactive UNet) and YOLOv8 algorithm

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

Energy trading framework based on IoT and digital twin for nanogrid environment

Hetero-FedIoT: A rule-based interworking architecture for heterogeneous federated IoT networks

Hybrid deep learning and discrete wavelet transform-based ECG biometric recognition for arrhythmic patients and healthy controls

Intelligent digital twin for federated learning in AIoT networks

Predictive modeling of water table depth, drilling duration, and soil layer classification using adaptive ensemble learning for cost-effective percussion water borehole drilling

A criticality-aware dynamic Task Scheduling mechanism for efficient resource load balancing in constrained Smart Manufacturing Environment

A healthcare paradigm for deriving knowledge using online consumers’ feedback

A novel hybrid clustering approach based on black hole algorithm for document clustering

Aggression detection in social media from textual data using deep learning models

An efficient multi-scale convolutional neural network based multi-class brain MRI classification for SaMD

Clinical decision support framework for segmentation and classification of brain tumor MRIs using a U-Net and DCNN cascaded learning algorithm

Efficient fake news detection mechanism using enhanced deep learning model

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

Identification of review helpfulness using novel textual and language-context features

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

Optimizing Energy Consumption in Smart Homes Based on OCF Standard Connectivity

Prediction of movie quality via adaptive voting classifier

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

An ensemble energy consumption forecasting model based on spatial-temporal clustering analysis in residential buildings. Energies 14 (11), 3020 (2021)

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

Enhanced optimization-based voting classifier and chained multi-objective regressor for effective groundwater resource management

Groundwater level prediction model using correlation and difference mechanisms based on boreholes data for sustainable hydraulic resource management

Toward effective pattern recognition based on enhanced weighted K-mean clustering algorithm for groundwater resource planning in point cloud