Faculty

Machine Learning

Dr. Sapna Juneja is working as Professor in Department of Computer Science at KIET Group of Institutions,Ghaziabad, India. She has more than 17 years of teaching experience. She completed her doctorate and Masters in Computer Science and Engineering from M. D. University, Rohtak in 2018 and 2010 respectively. Her topic of research is Software Reliability of Embedded System. Her areas of Interest are Software Engineering, Computer Networks, Operating System, Database Management Systems, and Artificial Intelligence etc. She has guided several research thesis of UG and PG students in Computer Science and Engineering. She is the reviewer of several international journals of repute. She has published 6 patents. She has published various research papers in the renowned National and International Journals.

         

• Dr. Sapna Juneja (2021-22). Smart Hydroponic Based Framework for Saffron Cultivation using IoT: A Precision Agriculture Perspective. Sustainability, MDPI. ISSN:2071-1050
• Dr. Sapna Juneja (2021-22). Recognition of Gurmukhi Handwritten City Names using Deep Learning and Cloud Computing. Scientific Programming. ISSN:1875-919X
• Dr. Sapna Juneja (2021-22). A Perspective Roadmap for IoMT -Based Early Detection and Care of the Neural Disorder, Dementia. Journal of Healthcar e Engineeri ng, Hindawi. ISSN:2040 - 2295
• Dr. Sapna Juneja (2021-22). Computer Vision - Enabled Character Recognition of Hand Gestures for Patients with Hearing and Speaking Disability. Mobile Informati on Systems, Hindawi. ISSN:1875 - 905X
• Dr. Sapna Juneja (2021-22). Enhanced Virtualization - Based Dynamic Bin - Packing Optimized Energy Management Solution for Heterogeneous Clouds. Sustainability, MDPI. ISSN:2071 - 1050
• Sapna Juneja (2022-23). Load balancing and service discovery using Docker Swarm for microservice based big data applications. Journal of Cloud Computing. ISSN:2192113X
• Sapna Juneja (2022-23). Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images. IEEE ACCESS. ISSN:2169-3536
• Sapna Juneja (2022-23). An Artificial Intelligence-Based Stacked Ensemble Approach for Prediction of Protein Subcellular Localization in Confocal Microscopy Images. Sustainability. ISSN:2071-1050
• Sapna Juneja (2022-23). Transfer Learning Based Modified Inception Model for the Diagnosis of Alzheimer’s Disease. Frontiers in Computational Neuroscience. ISSN:1662-5188
• Sapna Juneja (2022-23). Analysis of IoT related Ergonomics based Healthcare Issues Using Analytic Hierarchy Process. Sensors MDPI. ISSN:1424-8220
• Sapna Juneja (2021-22). A Perspective Roadmap for IoMT-Based Early Detection and Care of the Neural Disorder, Dementia. Journal of Healthcare Engineering, Hindawi. ISSN:2040-2295
• Sapna Juneja (2021-22). Computer Vision-Enabled Character Recognition of Hand Gestures for Patients with Hearing and Speaking Disability. Mobile Information Systems, Hindawi. ISSN:1875-905X
• Sapna Juneja (2021-22). Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing. Scientific Programming, Hindawi. ISSN:1875-919X
• Sapna Juneja (2021-22). Deep Learning Model for the Automatic Classification of White Blood Cells. Computational Intelligence and Neuroscience, Hindawi. ISSN:1687-5273
• Sapna Juneja (2021-22). Smart-Hydroponic-Based Framework for Saffron Cultivation: A Precision Smart Agriculture Perspective. Sustainability, MDPI. ISSN:2071-1050
• Sapna Juneja (2021-22). A Novel Machine-Learning-Based Hybrid CNN Model for Tumor Identification in Medical Image Processing. Sustainability, MDPI. ISSN:2071-1050
• Sapna Juneja (2021-22). Enhanced Virtualization-Based Dynamic Bin-Packing Optimized Energy Management Solution for Heterogeneous Clouds. Sustainability, MDPI. ISSN:2071-1050
• Sapna Juneja (2021-22). Privacy for Healthcare Data Using the Byzantine Consensus Method. IETE Journal of Research. ISSN:0377-2063
• Sapna Juneja (2022-23). Load balancing and service discovery using Docker Swarm for microservice based big data applications. Journal of Cloud Computing. ISSN:2192113X
• Sapna Juneja (2022-23). Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images. IEEE ACCESS. ISSN:2169-3536
• Sapna Juneja (2022-23). An Artificial Intelligence-Based Stacked Ensemble Approach for Prediction of Protein Subcellular Localization in Confocal Microscopy Images. Sustainability. ISSN:2071-1050
• Sapna Juneja (2022-23). Transfer Learning Based Modified Inception Model for the Diagnosis of Alzheimer’s Disease. Frontiers in Computational Neuroscience. ISSN:1662-5188
• Sapna Juneja (2022-23). Analysis of IoT related Ergonomics based Healthcare Issues Using Analytic Hierarchy Process” . Sensors. ISSN:####
• Sapna Juneja (2022-23). An effective technique to schedule priority aware tasks to offload data on edge and cloud servers. Measurement Sensors. ISSN:18744907
• Sapna Juneja (2022-23). Energy Saving Implementation in Hydraulic press using Industrial Internet of Things. Electronics. ISSN:2079-9292
• Sapna Juneja (2022-23). Dual adaption based evolutionary algorithm for optimized the smart healthcare communication service of the Internet of Things in smart city. Physical Communication. ISSN:1874-4907
• Sapna Juneja (2022-23). Enhanced Cloud Storage Encryption Standard for Security in Distributed Environments. Electronics. ISSN:2079-9292
• Sapna Juneja (2022-23). An effective technique to schedule priority aware tasks to offload data on edge and cloud servers. Measurement: Sensors. ISSN:0263-2241
• Sapna Juneja (2022-23). Energy Saving Implementation in Hydraulic Press Using Industrial Internet of Things (IIoT). Electronics, MDPI. ISSN:2079-9292
• Sapna Juneja (2022-23). Dual adaption based evolutionary algorithm for optimized the smart healthcare communication service of the Internet of Things in smart city. Physical Communication, elsevier. ISSN:1874-4907
• Sapna Juneja (2022-23). Enhanced Cloud Storage Encryption Standard for security in Distributed Environments. Electronics, MDPI. ISSN:2079-9292

• Sapna Juneja. Design and Development of a Novel Smart Card Model for Healthcare Information System. 6th International Conference on Trends in Electronics and Informatics(ICOEI),India. ISBN:978-1-6654- 8329-2
• Sapna Juneja. Feature selection for lung and breast cancer disease prediction using machine learning technique. 2022 1st IEEE International Conference on Industrial Electronics: Developments & Applications (ICIDeA). ISBN:978-1-6654-2149-2
• Dr. Sapna Juneja. Automation of Hotel Inventory Management System for Online Travel Agency using RPA. Proceedings of the Second International Conference on Edge Computing and Applications (ICECAA 2023). ISBN:
• Sapna Juneja, Arti Sharma. IoT enabled obstruction evasion Robots for enhancing the security of the Systems. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). ISBN:979-8-3503-2230-9
• Sapna Juneja. Environment Quality Assessment Web Application. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). ISBN:979-8-3503-2230-9
• Sapna Juneja. Using Machine Learning to Predict Housing Prices. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). ISBN:979-8-3503-2230-9
• Sapna Juneja. The Inception of Time Prudent Approach at Metro Stations. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). ISBN:979-8-3503-2230-9
• Sapna Juneja. Student Chatbot System: A Review on Educational Chatbot. 2023 7th International Conference on Trends in Electronics and Informatics (ICOEI). ISBN:979-8-3503-9728-4
• Sapna Juneja. Explicability of Artificial Intelligence in Healthcare 5.0. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). ISBN:979-8-3503-2230-9
• Sapna Juneja. Prevention of Website from Cross Site Scripting. 2023 International Conference on Computational Intelligence, Communication Technology and Networking (CICTN). ISBN:979-8-3503-3802-7
• Sapna Juneja. IoT Enabled obstruction evasion robot for enhancing the security of the system”. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC), Greater Noida, India, 2023. ISBN:https://doi.org/10.1109/AISC56616.2023.10085000
• Sapna Juneja. Prevention of Website from Cross-site scripting. 2023 International Conference on Computational Intelligence, Communication Technology and Networking (CICTN),. ISBN:https://doi.org/10.1109/CICTN57981.2023
• Ashima Arya, Deepali Gupta , Urvashi Sharma , Monica Dutta , Sapna Juneja ,Shilpa. Automation of Hotel Inventory Management System for Online Travel Agency using RPA. International Conference on Edge Computing and Applications (ICECAA 2023). ISBN:979-8-3503-4757-9

• Sapna Juneja (2022-10-21). Industry 4.0 with artificial intelligence and their applications in mechanical engineering. Taylor and Francis. ISBN:9781032201986
• Sapna Juneja (2022-10-21). IoT Applications for Healthcare. Taylor and Francis. ISBN:9781032201986
• Sapna Juneja (2022-10-21). Plant Disease Detection by Imaging sensors, Deep Learning and Machine Learning”. Taylor and Francis. ISBN:9781032201986
• Sapna Juneja (2023-07-25). Artificial Intelligence and Machine Learning for Smart Farming Using Cloud Computing. Taylor and Francis. ISBN:9781003319238
• Sapna Juneja (2023-07-25). Building Integrated Systems for Healthcare Considering Mobile Computing and IoT. Taylor and Francis. ISBN:9781003319238
• Sapna Juneja (2023-01-27). Heart Disease Prediction utilizing a Machine Learning System as well as Future Prediction using Virtual Reality. Elsevier. ISBN:978-0-323-98381-5
• Sapna Juneja (2023-07-25). Integration of IoT with Cloud Computing for Smart Applications. Taylor and Francis. ISBN:9781003319238
• Dr. Abhinav Juneja (2024-04-01). Meta Heuristic Algorithm for Advanced Distributed System ,. Wiley. ISBN:978-81-94191-75-9

• KIET, Dr. Abhinav Juneja, Dr. Dr. Sapna Juneja, Dr. Aadesh Pandey, Mr. Ambrish Gangal, Mr. Veepin Kumar (2022-09-09). Smart Highway Fog Prediction system. Indian Patent Office. Application Number:202211027842 A
• Dr. Sapna Juneja, Dr. Harsh Khatter (2022-07-15). REMOTE CONTROL BASED SECURED SMART HOME USING IOT. Indian Patent Office. Application Number:202211035344 A
• Dr. Ajay Kumar Srivastava, Dr. Dr. Sapna Juneja (2022-02-04). A METHOD FOR DETECTING FAKE CONTENT USING MACHINE LANGUAGE. Indian Patent Office. Application Number:202211004060
• Mohammad Ausaf, Harsh Agrahari,Rahul Yadav, Sapna Juneja, Harsh Khatter (2023-07-14). SYSTEM AND METHOD FOR MEDICINAL PLANT LEAVES DETECTION. Indian Patent Office. Application Number:202311033667 A
• Dr. Sapna Juneja (2023-10-13). Design and Development of Innovative Quality Assessment Process of Environment. The Patent Office, Government of India. Application Number:202311064101A
• Dr. Sapna Juneja (1900-01-00). Smart Highway Fog Prediction System,. The Patent Office, Government of India. Application Number:202211027842 A

• Amity University
• Amity University
• Amity University, Haryana
• Amity University, Haryana

Email Id: sapna.juneja@kiet.edu

https://www.linkedin.com/in/dr-sapna-juneja-340b66102