Personal information

Deep Learning, Machine Learning, Artificial Intelligence, Data Mining, Cyber Security
India

Activities

Education and qualifications (2)

Chitkara Institute of Engineering and Technology: Chandigarh, Punjab, IN

2019-06-01 to 2021 | M.Tech (Computer Science and Engineering)
Education
Source: Self-asserted source
Shagun Sharma

Shoolini University: Solan, Himachal Pradesh, IN

2014 to 2018 | B.Tech (Computer Science and Engineering)
Education
Source: Self-asserted source
Shagun Sharma

Funding (3)

Development of Hybrid Pulse Power Device Using Semiconductor 3D-Graphitic Carbon

Grant
NewGen IEDC (Chandigarh, IN)
Source: Self-asserted source
Shagun Sharma

Ethanol Fuel Cell

Award
Punjab Energy Development Agency (Chandigarh, IN)
Source: Self-asserted source
Shagun Sharma

Smart Facial Massager

Grant
Government of India (Chandigarh, IN)
Source: Self-asserted source
Shagun Sharma

Works (50 of 60)

Items per page:
Page 1 of 2

A systematic literature review on deep learning approaches for pneumonia detection using chest X-ray images

Multimedia Tools and Applications
2024 | Journal article
EID:

2-s2.0-85167330445

Part of ISSN: 15737721 13807501
Contributors: Sharma, S.; Guleria, K.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A comprehensive review on federated learning based models for healthcare applications

Artificial Intelligence in Medicine
2023 | Journal article
EID:

2-s2.0-85175242276

Part of ISSN: 18732860 09333657
Contributors: Sharma, S.; Guleria, K.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Convolution Neural Network-Based System for Licensed Number Plate Recognition

2023 International Conference on Network, Multimedia and Information Technology, NMITCON 2023
2023 | Conference paper
EID:

2-s2.0-85175401828

Part of ISBN: 9798350300826
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Deep Learning Model for Early Prediction of Pneumonia Using VGG19 and Neural Networks

Lecture Notes in Networks and Systems
2023 | Conference paper
EID:

2-s2.0-85152859186

Part of ISBN: 9789811979811
Part of ISSN: 23673389 23673370
Contributors: Sharma, S.; Guleria, K.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Deep Learning-based Convolutional Neural Networks Model for White Blood Cell Classification

2023 4th International Conference for Emerging Technology, INCET 2023
2023 | Conference paper
EID:

2-s2.0-85166367449

Part of ISBN: 9798350335750
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Deep Learning-based Fine-tuned Convolutional Neural Network Model for Plant Leaf Disease Detection

2023 4th IEEE Global Conference for Advancement in Technology, GCAT 2023
2023 | Conference paper
EID:

2-s2.0-85182564684

Part of ISBN: 9798350305258
Contributors: Singh, G.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Fine-Tuned ResNet50 Model for Multiclass Cancer Prediction

2023 1st DMIHER International Conference on Artificial Intelligence in Education and Industry 4.0, IDICAIEI 2023
2023 | Conference paper
EID:

2-s2.0-85186144528

Part of ISBN: 9798350338423
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Pre-trained MobileNetV2 Model for Oral Cancer Classification

2023 1st DMIHER International Conference on Artificial Intelligence in Education and Industry 4.0, IDICAIEI 2023
2023 | Conference paper
EID:

2-s2.0-85186144779

Part of ISBN: 9798350338423
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Pre-Trained VGG16 Model for Cataract Eye Disease Prediction

2023 3rd International Conference on Smart Generation Computing, Communication and Networking, SMART GENCON 2023
2023 | Conference paper
EID:

2-s2.0-85187571894

Part of ISBN: 9798350319125
Contributors: Singh, G.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Survey on Performance Analysis of Different Architectures of AES Algorithm on FPGA

Lecture Notes in Electrical Engineering
2023 | Conference paper
EID:

2-s2.0-85149639923

Part of ISBN: 9789811963827
Part of ISSN: 18761119 18761100
Contributors: Hasija, T.; Kaur, A.; Ramkumar, K.R.; Sharma, S.; Mittal, S.; Singh, B.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Transfer Learning-based Pre-trained VGG16 Model for Skin Disease Classification

2023 IEEE 3rd Mysore Sub Section International Conference, MysuruCon 2023
2023 | Conference paper
EID:

2-s2.0-85184805818

Part of ISBN: 9798350340358
Contributors: Singh, G.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Automatic Fake News Identification System using Machine Learning Techniques

Proceedings of 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication, IConSCEPT 2023
2023 | Conference paper
EID:

2-s2.0-85166371209

Part of ISBN: 9798350312126
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Early Prognosis of Lung Cancer using Machine Intelligence

2023 International Conference on Artificial Intelligence and Applications, ICAIA 2023 and Alliance Technology Conference, ATCON-1 2023 - Proceeding
2023 | Conference paper
EID:

2-s2.0-85166365416

Part of ISBN: 9781665456272
Contributors: Vishwakarma, A.; Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Efficient Deep Learning Model for Eye Disease Classification

Proceedings - International Research Conference on Smart Computing and Systems Engineering, SCSE 2023
2023 | Conference paper
EID:

2-s2.0-85170083394

Part of ISBN: 9798350341454
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Efficient DenseNet201 Pre-trained Model for Early Prediction of Breast Cancer

1st International Conference on Emerging Research in Computational Science, ICERCS 2023 - Proceedings
2023 | Conference paper
EID:

2-s2.0-85186714345

Part of ISBN: 9798350359756
Contributors: Singh, G.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Efficient Fine-Tuned Convolutional Neural Network Model for Apple Leaf Disease Classification

2023 2nd International Conference on Futuristic Technologies, INCOFT 2023
2023 | Conference paper
EID:

2-s2.0-85187316384

Part of ISBN: 9798350308846
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Efficient Fine-Tuned Convolutional Neural Network Model for Tea Leaf Disease Classification

2023 3rd International Conference on Smart Generation Computing, Communication and Networking, SMART GENCON 2023
2023 | Conference paper
EID:

2-s2.0-85187571128

Part of ISBN: 9798350319125
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

An Insight on Latest Technologies of Cyber Security

Lecture Notes in Networks and Systems
2023 | Conference paper
EID:

2-s2.0-85140452090

Part of ISBN: 9789811941924
Part of ISSN: 23673389 23673370
Contributors: Bansal, A.; Goel, R.; Sharma, S.; Verma, K.; Bhushan, M.; Kumar, A.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Benign and Malignant Skin Lesion Detection from Melanoma Skin Cancer Images

2023 International Conference for Advancement in Technology, ICONAT 2023
2023 | Conference paper
EID:

2-s2.0-85153246116

Part of ISBN: 9781665475174
Contributors: Sharma, S.; Guleria, K.; Kumar, S.; Tiwari, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Cassava Leaf Disease Classification Using Pre-Trained EfficientN Et Model

International Conference on Self Sustainable Artificial Intelligence Systems, ICSSAS 2023 - Proceedings
2023 | Conference paper
EID:

2-s2.0-85181110041

Part of ISBN: 9798350300857
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Deep Learning based Model for Detection of Vitiligo Skin Disease using Pretrained Inception V3

International Journal of Mathematical, Engineering and Management Sciences
2023 | Journal article
EID:

2-s2.0-85171449904

Part of ISSN: 24557749
Contributors: Sharma, S.; Guleria, K.; Kumar, S.; Tiwari, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Deep Learning Based Model for Malaria Disease Detection Using Convolution Neural Network

2023 International Conference on Network, Multimedia and Information Technology, NMITCON 2023
2023 | Conference paper
EID:

2-s2.0-85175398236

Part of ISBN: 9798350300826
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Deep Learning-Based Convolutional Neural Network for COVID-19 and Pneumonia Prediction

2023 2nd International Conference on Futuristic Technologies, INCOFT 2023
2023 | Conference paper
EID:

2-s2.0-85187362334

Part of ISBN: 9798350308846
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Deep Learning-based Convolutional Neural Network Model for Hair Diseases Detection

2023 3rd International Conference on Smart Generation Computing, Communication and Networking, SMART GENCON 2023
2023 | Conference paper
EID:

2-s2.0-85187570270

Part of ISBN: 9798350319125
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Deep Learning-based Model for the Classification of Tuberculosis using Convolution Neural Network

2023 4th IEEE Global Conference for Advancement in Technology, GCAT 2023
2023 | Conference paper
EID:

2-s2.0-85182561715

Part of ISBN: 9798350305258
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Demand Prediction of Consumer Intention to Buy Edible Items Using Machine Learning Techniques

2023 3rd International Conference on Smart Generation Computing, Communication and Networking, SMART GENCON 2023
2023 | Conference paper
EID:

2-s2.0-85187559666

Part of ISBN: 9798350319125
Contributors: Goyal, H.; Sukhija, A.; Bhatia, K.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Fine-Tuned Convolutional Neural Network Model for Rice Leaf Disease Prediction

2023 2nd International Conference on Futuristic Technologies, INCOFT 2023
2023 | Conference paper
EID:

2-s2.0-85187362895

Part of ISBN: 9798350308846
Contributors: Singh, G.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Fine-tuned Convolutional Neural Network Model for Wheat Leaf Disease Classification

Proceedings of the 2023 12th International Conference on System Modeling and Advancement in Research Trends, SMART 2023
2023 | Conference paper
EID:

2-s2.0-85186745141

Part of ISBN: 9798350369861
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Handwritten Digit Recognition using Fine-Tuned Convolutional Neural Network Model

Proceedings - 3rd International Conference on Smart Technologies, Communication and Robotics 2023, STCR 2023
2023 | Conference paper
EID:

2-s2.0-85185002038

Part of ISBN: 9798350370867
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Lung Cancer Detection Using Deep Learning-Based Convolutional Neural Networks

2023 3rd Asian Conference on Innovation in Technology, ASIANCON 2023
2023 | Conference paper
EID:

2-s2.0-85175635636

Part of ISBN: 9798350302288
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Machine Learning and Deep Learning Models for Early Detection of Heart Disease

Proceedings - 4th IEEE 2023 International Conference on Computing, Communication, and Intelligent Systems, ICCCIS 2023
2023 | Conference paper
EID:

2-s2.0-85186500505

Part of ISBN: 9798350306118
Contributors: Singh, G.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Machine Learning Approaches for an Automatic Email Spam Detection

2023 International Conference on Artificial Intelligence and Applications, ICAIA 2023 and Alliance Technology Conference, ATCON-1 2023 - Proceeding
2023 | Conference paper
EID:

2-s2.0-85166371101

Part of ISBN: 9781665456272
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Machine Learning Approaches for Early Identification of Thyroid Disease

2023 World Conference on Communication and Computing, WCONF 2023
2023 | Conference paper
EID:

2-s2.0-85173018484

Part of ISBN: 9798350311204
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Machine Learning Based Predictive Model for Intrusion Detection

Proceedings of 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication, IConSCEPT 2023
2023 | Conference paper
EID:

2-s2.0-85166374949

Part of ISBN: 9798350312126
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Machine Learning Models for Early Brain Stroke Prediction: A Performance Analogy

2023 World Conference on Communication and Computing, WCONF 2023
2023 | Conference paper
EID:

2-s2.0-85173062277

Part of ISBN: 9798350311204
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Multiclass Classification of Rice Leaf Disease Using Deep Learning Based Model

2023 3rd Asian Conference on Innovation in Technology, ASIANCON 2023
2023 | Conference paper
EID:

2-s2.0-85175639804

Part of ISBN: 9798350302288
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Performance Analysis of Machine Learning Approaches for Stroke Prediction in Healthcare

Proceedings of the 17th INDIACom; 2023 10th International Conference on Computing for Sustainable Global Development, INDIACom 2023
2023 | Conference paper
EID:

2-s2.0-85159605138

Part of ISBN: 9789380544472
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Post-quantum Cryptography: A Solution to the Challenges of Classical Encryption Algorithms

Lecture Notes in Electrical Engineering
2023 | Conference paper
EID:

2-s2.0-85149697689

Part of ISBN: 9789811963827
Part of ISSN: 18761119 18761100
Contributors: Sharma, S.; Ramkumar, K.R.; Kaur, A.; Hasija, T.; Mittal, S.; Singh, B.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Predictive Machine Learning Approaches for Cervical Cancer Detection: An Analytical Comparison

Proceedings of the 17th INDIACom; 2023 10th International Conference on Computing for Sustainable Global Development, INDIACom 2023
2023 | Conference paper
EID:

2-s2.0-85159590322

Part of ISBN: 9789380544472
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Predictive Machine Learning Approaches for Chronic Kidney Disease

2023 4th International Conference for Emerging Technology, INCET 2023
2023 | Conference paper
EID:

2-s2.0-85166367458

Part of ISBN: 9798350335750
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Predictive Machine Learning Techniques for Diabetes Detection: An Analytical Comparison

2nd Edition of IEEE Delhi Section Owned Conference, DELCON 2023 - Proceedings
2023 | Conference paper
EID:

2-s2.0-85162209621

Part of ISBN: 9798350322064
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Skin Cancer Classification using Deep Learning based Convolutional Neural Network Model

2023 IEEE Renewable Energy and Sustainable E-Mobility Conference, RESEM 2023
2023 | Conference paper
EID:

2-s2.0-85172723259

Part of ISBN: 9798350311327
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Skin Cancer Classification Using Transfer Learning-Based Pre-Trained VGG 16 Model

Proceedings - 4th IEEE 2023 International Conference on Computing, Communication, and Intelligent Systems, ICCCIS 2023
2023 | Conference paper
EID:

2-s2.0-85186491512

Part of ISBN: 9798350306118
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Tea Leaf Disease Detection Using Deep Learning-based Convolutional Neural Networks

Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023
2023 | Conference paper
EID:

2-s2.0-85174505939

Part of ISBN: 9798350310061
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Tomato Leaf Disease Classification using Convolutional Neural Network Model

2023 2nd International Conference on Electrical, Electronics, Information and Communication Technologies, ICEEICT 2023
2023 | Conference paper
EID:

2-s2.0-85165787829

Part of ISBN: 9798350397635
Contributors: Saini, A.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Waste Segregation using Deep Learning-based Convolutional Neural Network Model

2023 4th IEEE Global Conference for Advancement in Technology, GCAT 2023
2023 | Conference paper
EID:

2-s2.0-85182576834

Part of ISBN: 9798350305258
Contributors: Srivastav, S.; Guleria, K.; Sharma, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A deep learning based convolutional neural network model with VGG16 feature extractor for the detection of Alzheimer Disease using MRI scans

Measurement: Sensors
2022 | Journal article
EID:

2-s2.0-85139731420

Part of ISSN: 26659174
Contributors: Sharma, S.; Guleria, K.; Tiwari, S.; Kumar, S.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

A Deep Learning based model for the Detection of Pneumonia from Chest X-Ray Images using VGG-16 and Neural Networks

Procedia Computer Science
2022 | Conference paper
EID:

2-s2.0-85163159305

Part of ISSN: 18770509
Contributors: Sharma, S.; Guleria, K.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Credit Card Fraud Detection using Machine and Deep Learning Techniques

2022 3rd International Conference for Emerging Technology, INCET 2022
2022 | Conference paper
EID:

2-s2.0-85136336564

Part of ISBN: 9781665494991
Contributors: Sharma, S.; Kataria, A.; Sandhu, J.K.; Ramkumar, K.R.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier

Deep Learning Models for Image Classification: Comparison and Applications

2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022
2022 | Conference paper
EID:

2-s2.0-85135443761

Part of ISBN: 9781665437899
Contributors: Sharma, S.; Guleria, K.
Source: Self-asserted source
Shagun Sharma via Scopus - Elsevier
Items per page:
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