Mohammad Ali Moni

Research interests

Publications

• Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

  Journal Of Big Data · 2024 · 10.1186/s40537-024-00886-w

• Global, regional, and national burden of gout, 1990–2020, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021

  The Lancet Rheumatology · 2024 · https://doi.org/10.1016/s2665-9913(24)00117-6

• An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning

  Expert Systems with Applications · 2023 · 10.1016/j.eswa.2023.120534

• Ensemble Learning for Disease Prediction: A Review

  Healthcare · 2023 · 10.3390/healthcare11121808

• Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor

  Expert Systems with Applications · 2023 · 10.1016/j.eswa.2023.122347

• Comparative performance analysis of K-nearest neighbour (KNN) algorithm and its different variants for disease prediction

  Scientific Reports · 2022 · https://doi.org/10.1038/s41598-022-10358-x

• The burden of bacterial antimicrobial resistance in the WHO European region in 2019: a cross-country systematic analysis

  The Lancet Public Health · 2022 · 10.1016/s2468-2667(22)00225-0

• Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor

  IEEE Journal of Translational Engineering in Health and Medicine · 2022 · https://doi.org/10.1109/jtehm.2022.3177710

• Metals in e-waste: Occurrence, fate, impacts and remediation technologies

  Process Safety and Environmental Protection · 2022 · https://doi.org/10.1016/j.psep.2022.04.011

• Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning

  Expert Systems with Applications · 2022 · 10.1016/j.eswa.2022.117695

• A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models

  Computers in Biology and Medicine · 2022 · 10.1016/j.compbiomed.2022.105539

• A dependable hybrid machine learning model for network intrusion detection

  Journal of Information Security and Applications · 2022 · 10.1016/j.jisa.2022.103405

• LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data

  Computers in Biology and Medicine · 2021 · 10.1016/j.compbiomed.2021.104961

• EEG Channel Correlation Based Model for Emotion Recognition

  Computers in Biology and Medicine · 2021 · 10.1016/j.compbiomed.2021.104757

• Public health utility of cause of death data: applying empirical algorithms to improve data quality

  BMC Medical Informatics and Decision Making · 2021 · https://doi.org/10.1186/s12911-021-01501-1

• Role of Inflammatory Cytokines in COVID-19 Patients: A Review on Molecular Mechanisms, Immune Functions, Immunopathology and Immunomodulatory Drugs to Counter Cytokine Storm

  Vaccines · 2021 · 10.3390/vaccines9050436

• Recognition of human emotions using EEG signals: A review

  Computers in Biology and Medicine · 2021 · 10.1016/j.compbiomed.2021.104696

• Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison

  Computers in Biology and Medicine · 2021 · 10.1016/j.compbiomed.2021.104672

• SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals

  Computers in Biology and Medicine · 2021 · https://doi.org/10.1016/j.compbiomed.2021.104532

• Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques

  IEEE Access · 2021 · 10.1109/access.2021.3091487

• Advanced treatment technologies efficacies and mechanism of per- and poly-fluoroalkyl substances removal from water

  Process Safety and Environmental Protection · 2020 · 10.1016/j.psep.2020.01.005

• A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients

  Expert Systems with Applications · 2020 · 10.1016/j.eswa.2020.113661

• Zeolite synthesis from low-cost materials and environmental applications: A review

  Environmental Advances · 2020 · 10.1016/j.envadv.2020.100019

• Comparing different supervised machine learning algorithms for disease prediction

  BMC Medical Informatics and Decision Making · 2019 · https://doi.org/10.1186/s12911-019-1004-8

• Activated carbon preparation from biomass feedstock: Clean production and carbon dioxide adsorption

  Journal of Cleaner Production · 2019 · 10.1016/j.jclepro.2019.03.342

Current projects

No projects listed.