Deepak Gupta

Research interests

Publications

• Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems

  IEEE Access · 2021 · https://doi.org/10.1109/access.2021.3066365

• Realizing an Effective COVID-19 Diagnosis System Based on Machine Learning and IoT in Smart Hospital Environment

  IEEE Internet of Things Journal · 2021 · 10.1109/jiot.2021.3050775

• A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

  Applied Sciences · 2020 · https://doi.org/10.3390/app10020559

• Internet of health things-driven deep learning system for detection and classification of cervical cells using transfer learning

  The Journal of Supercomputing · 2020 · https://doi.org/10.1007/s11227-020-03159-4

• An optimized dense convolutional neural network model for disease recognition and classification in corn leaf

  Computers and Electronics in Agriculture · 2020 · https://doi.org/10.1016/j.compag.2020.105456

• CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

  IEEE Access · 2020 · https://doi.org/10.1109/access.2020.2994762

• Automatic Vehicle License Plate Recognition Using Optimal K-Means With Convolutional Neural Network for Intelligent Transportation Systems

  IEEE Access · 2020 · https://doi.org/10.1109/access.2020.2993008

• Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model

  Pattern Recognition Letters · 2020 · https://doi.org/10.1016/j.patrec.2020.02.026

• Optimal Feature Selection-Based Medical Image Classification Using Deep Learning Model in Internet of Medical Things

  IEEE Access · 2020 · https://doi.org/10.1109/access.2020.2981337

• An Effective Training Scheme for Deep Neural Network in Edge Computing Enabled Internet of Medical Things (IoMT) Systems

  IEEE Access · 2020 · 10.1109/access.2020.3000322

• Seasonal Crops Disease Prediction and Classification Using Deep Convolutional Encoder Network

  Circuits Systems and Signal Processing · 2019 · https://doi.org/10.1007/s00034-019-01041-0

• Sound Classification Using Convolutional Neural Network and Tensor Deep Stacking Network

  IEEE Access · 2019 · 10.1109/access.2018.2888882

• An efficient Lightweight integrated Blockchain (ELIB) model for IoT security and privacy

  Future Generation Computer Systems · 2019 · 10.1016/j.future.2019.09.050

• Identifying pneumonia in chest X-rays: A deep learning approach

  Measurement · 2019 · https://doi.org/10.1016/j.measurement.2019.05.076

• Adapting weather conditions based IoT enabled smart irrigation technique in precision agriculture mechanisms

  Neural Computing and Applications · 2018 · https://doi.org/10.1007/s00521-018-3737-1

• Improved diagnosis of Parkinson's disease using optimized crow search algorithm

  Computers & Electrical Engineering · 2018 · 10.1016/j.compeleceng.2018.04.014

• Optimized cuttlefish algorithm for diagnosis of Parkinson’s disease

  Cognitive Systems Research · 2018 · 10.1016/j.cogsys.2018.06.006

• RETRACTED ARTICLE: Optimal feature-based multi-kernel SVM approach for thyroid disease classification

  The Journal of Supercomputing · 2018 · 10.1007/s11227-018-2469-4

• Diagnosis of Parkinson’s disease using modified grey wolf optimization

  Cognitive Systems Research · 2018 · 10.1016/j.cogsys.2018.12.002

• Feature selection and ensemble construction: A two-step method for aspect based sentiment analysis

  Knowledge-Based Systems · 2017 · 10.1016/j.knosys.2017.03.020

• A formal framework for on-line software version change

  IEEE Transactions on Software Engineering · 1996 · 10.1109/32.485222

Current projects

No projects listed.