Dr. Parul Dubey
Assistant Professor
Ph.D. Computer Science (Dr C V Raman University, Chhattisgarh) M. E Computer Science & Engineering, Savitribai Phule University, Pune.
parul.dubey@sitnagpur.siu.edu.in
Ph.D. Computer Science (Dr C V Raman University, Chhattisgarh) M. E Computer Science & Engineering, Savitribai Phule University, Pune.
Dr. Parul Dubey is currently working as an Assistant Professor in Department of Computer Science and Engineering, Symbiosis Institute of Technology, Nagpur Campus, Symbiosis International (Deemed University), Pune, India. She completed her PhD in Computer Science and Engineering at C.V. Raman University, Bilaspur, Chhattisgarh, India and Authors the degree of Masters Computer Engineering. She has excellent academic and research experience in various areas of CSE and IT. She has five years of teaching experience. She is indulged in research activities, which include book chapters, books, conference papers, and journal articles as well. She has 19 Indian published patents. She holds around 60 publications, which are part of conferences, Scopus and other journals as well. The author is an AWS Certified Cloud Practitioner badge holder, which is proof of her expertise in AWS. She is currently guiding many engineering students to learn the AWS platform and complete their projects. She has authored three books with international publishers. She has completed three edited books. She is working on another edited book proposals—approved proposals from international publishers.
Current Semester:
Design and Analysis of Algorithm
Last Semester:
Data Structure, Computer Based Statistical Packages
Journal Publications
| No. | Information |
|---|---|
1 | Dubey, P. et al. (2026). Deep spatiotemporal signal learning with transformers for multi-day wildfire forecasting, Journal. https://doi.org/10.11591/eei.v15i1.10936 |
2 | Dubey, P. et al. (2026). Capsule-enhanced RoBERTa for hierarchical sentiment analysis on social media texts, Journal. https://doi.org/10.1007/s44163-026-00872-6 |
| 3 | Dubey, P. et al. (2026). Efficient transformer architecture for sarcasm detection: a study on compression and performance, Journal. https://doi.org/10.11591/eei.v15i1.11102 |
| 4 | Dubey, P. et al. (2026). TomatoRipen-MMT: transformer-based RGB and NIR spectral fusion for tomato maturity grading, Journal. https://doi.org/10.1038/s41598-025-32522-9 |
| 5 | Dubey, P. et al. (2026). Channel Transformer-Based Generative Adversarial Network With Multi-Instance Attention and Nutcracker Optimization for Automatic Seizure Detection Using EEG, Journal. https://doi.org/10.1002/dneu.70012 |
| 6 | Dubey, P. et al. (2025). Enhanced IoT-Based Face Mask Detection Framework Using Optimized Deep Learning Models: A Hybrid Approach with Adaptive Algorithms, Journal. https://doi.org/10.1109/ACCESS.2025.3532764 |
| 7 | Dubey, P. et al. (2025). Enhancing sentiment analysis through deep layer integration with long short-term memory networks, Journal. https://doi.org/10.11591/ijece.v15i1.pp949-957 |
| 8 | Dubey, P. et al. (2025). From Convolution to Attention: Transformer-Based Modeling for Multi-Day Wildfire Spread Forecasting, Journal. https://doi.org/10.1109/ACCESS.2025.3586922 |
9 | Dubey, P. et al. (2025). Bridging spatiotemporal wildfire prediction and decision modeling using transformer networks and fuzzy inference systems, Journal. https://doi.org/10.1016/j.mex.2025.103498 |
| 10 | Dubey, P. et al. (2025). Enhanced autonomous water garbage collection system using deep learning-based object detection and path planning, Journal. https://doi.org/10.11591/eei.v14i4.9399 |
| 11 | Dubey, P. et al. (2025). Advancing CVD Risk Prediction with Transformer Architectures and Statistical Risk Factor Filtering, Journal. https://doi.org/10.3390/technologies13050201 |
12 | Dubey, P. et al. (2025). Federated learning for privacy-enhanced mental health prediction with multimodal data integration, Journal. https://doi.org/10.1080/21681163.2025.2509672 |
| 13 | Dubey, P. et al. (2025). A Unified Transformer–BDI Architecture for Financial Fraud Detection: Distributed Knowledge Transfer Across Diverse Datasets, Journal. https://doi.org/10.3390/forecast7020031 |
| 14 | Dubey, P. et al. (2025). Using convolutional neural networks with late fusion to predict heart disease, Journal. https://doi.org/10.1038/s41598-025-25100-6 |
| 15 | Dubey, P. et al. (2025). Adaptive split recalling-enhanced recurrent neural network based predictive control for the nano positioning of an electrostatic MEMS actuator, Journal. https://doi.org/10.1007/s00542-024-05834-5 |
| 16 | Dubey, P. et al. (2025). Area efficient low power VLSI of 2048-Point pipelined radix 16 MDC /FFT Processor for brain tumour detection using optimized deep dilated convolutional neural network, Journal. https://doi.org/10.1016/j.measurement.2025.116691 |
| 17 | Dubey, P. et al. (2025). Unpacking Sarcasm: A Contextual and Transformer-Based Approach for Improved Detection, Journal. https://doi.org/10.3390/computers14030095 |
| 18 | Dubey, P. et al. (2025). Innovative IoT-enabled mask detection system: A hybrid deep learning approach for public health applications, Journal. https://doi.org/10.1016/j.mex.2025.103291 |
| 19 | Dubey, P. et al. (2025). Optimal user-defined directional overcurrent relay coordination considering different operating modes of microgrid, Journal. https://doi.org/10.1080/15435075.2025.2482760 |
20 | Dubey, P. et al. (2025). TRANSHEALTH: A Transformer-BDI Hybrid Framework for Real-Time Psychological Distress Detection in Ambient Healthcare, Journal. https://doi.org/10.32604/cmc.2025.066882 |
| 21 | Dubey, P. et al. (2025). Transformer-Driven Fault Detection in Self-Healing Networks: A Novel Attention-Based Framework for Adaptive Network Recovery, Journal. https://doi.org/10.3390/make7030067 |
22 | Dubey, P. et al. (2025). Bridging language gaps: The role of NLP and speech recognition in oral English instruction, Journal. https://doi.org/10.1016/j.mex.2025.103359 |
| 23 | Dubey, P. et al. (2025). Enhancing realism in handwritten text images with generative adversarial networks, Journal. https://doi.org/10.11591/eei.v14i3.9190 |
| 24 | Dubey, P. et al. (2024). Natural language based smart garbage management system using Artificial Intelligence, Journal. https://doi.org/10.62110/sciencein.jist.2024.v12.790 |
25 | Dubey, P. et al. (2024). AWS Spot Instances: A Cloud Computing Cost Investigation Across AWS Regions, Journal. |
| No. | Information |
|---|---|
1 | Dubey, P. et al. (2025). Analysis and Detection of Autism Spectrum Disorder Using Deep Learning Techniques, Conference Proceeding.https://doi.org/10.1109/WCONF64849.2025.11233473 |
| 2 | Dubey, P. et al. (2025). Enhancing Conversational AI with Emotion Recognition: A Multimodal Approach, Conference Proceeding.https://doi.org/10.1109/MPCON66082.2025.11256758 |
3 | Dubey, P. et al. (2025). Enhancing Time Series Disease Forecasting: Insights from Hybrid Neural Network Approaches, Conference Proceeding. https://doi.org/10.1109/OTCON65728.2025.11070633 |
| 4 | Dubey, P. et al. (2025). Fuzzy Clustering and KNN Integration for Improved Software Effort Estimation in Mixed Data Scenarios, Conference Proceeding. https://doi.org/10.1109/OTCON65728.2025.11070563 |
5 | Dubey, P. et al. (2025). Deep Learning for Credit Card Fraud: Leveraging Convolutional Neural Networks and beyond, Conference Proceeding. https://doi.org/10.1109/ICoICC64033.2025.11052013 |
6 | Dubey, P. et al. (2025). Smart Logistics: Enhancing Package Tracking and Distribution Efficiency with Advanced Algorithms, Conference Proceeding. https://doi.org/10.1109/InTech64186.2025.11198365 |
7 | Dubey, P. et al. (2025). Multimodal Sarcasm Analysis: Leveraging Hierarchical Fusion and Sentiment Alignment, Conference Proceeding. https://doi.org/10.1109/ICETETSIP64213.2025.11156589 |
| 8 | Dubey, P. et al. (2025). Revolutionizing Healthcare: IoT-Enabled Continuous Health Monitoring Devices for the Future, Conference Proceeding. https://doi.org/10.1109/ICETETSIP64213.2025.11156320 |
| 9 | Dubey, P. et al. (2025). Beyond Traditional LSTMs: A Deep Learning Model for Improved Sentiment Analysis, Conference Proceeding. https://doi.org/10.1109/ICETETSIP64213.2025.11156539 |
10 | Dubey, P. et al. (2025). Personalized Assessment in Education: Enhancing MCQ Generation Using Advanced AI and Contextual Learning Models, Conference Proceeding. https://doi.org/10.1109/CCUBE66458.2025.11340281 |
| 11 | Dubey, P. et al. (2025). Integrating Automation and Sustainability: Arduino-Based Solar Panel Cleaning System for Renewable Energy Optimization, Conference Proceeding. https://doi.org/10.1109/AUTOCOM64127.2025.10956276 |
12 | Dubey, P. et al. (2025). Smart Agriculture - Automated Irrigation and Fertilization System with Built-In Temperature Sensor, Conference Proceeding. https://doi.org/10.1109/WorldSUAS66815.2025.11199192 |
13 | Dubey, P. et al. (2024). Exploring the Landscape of ChatGPT Research: A Bibliometric Study Using Scopus Database, Conference Proceeding. https://doi.org/10.1109/ICETEMS64039.2024.10965048 |
| 14 | Dubey, P. et al. (2024). Automating Water Pump with Sensors and Microcontrollers: A Cost- Effective Solution, Conference Proceeding. https://doi.org/10.1109/GlobalAISummit62156.2024.10947855 |
| 15 | Dubey, P. et al. (2024). Generative AI Research Landscape: A Bibliometric Analysis from Scopus Database, Conference Proceeding. https://doi.org/10.1109/GlobalAISummit62156.2024.10947886 |
| 16 | Dubey, P. et al. (2024). Enhancing Cardiovascular Health through AI-Driven Heart Disease Detection, Conference Proceeding. https://doi.org/10.1109/ICEECT61758.2024.10738991 |
| 17 | Dubey, P. et al. (2024). Identification of Facial Countenance Established by Local Monotonic Pattern and Support Vector, Conference Proceeding. https://doi.org/10.1109/CISCT62494.2024.11134267 |
| 18 | Dubey, P. et al. (2024). Contingency Analysis and Placement of DG to Improve Power Performance Indices, Conference Proceeding. https://doi.org/10.1109/ODICON62106.2024.10797550 |
| 19 | Dubey, P. et al. (2024). AI-Powered Dermatology: Revolutionizing Skin Cancer Detection Through Machine Learning Algorithms, Conference Proceeding. https://doi.org/10.1109/CYBERCOM63683.2024.10803244 |
| 20 | Dubey, P. et al. (2024). Real-Time Detection of Driver Distraction Using Hybrid Model VGG16 and Random Forest: A Deep Learning Approach, Conference Proceeding. https://doi.org/10.1109/ICAIQSA64000.2024.10882240 |
| 21 | Dubey, P. et al. (2024). Deep Learning Approaches for Brain Tumour Detection Using VGG-16 Architecture, Conference Proceeding. https://doi.org/10.1109/CICN63059.2024.10847465 |
| 22 | Dubey, P. et al. (2024). NLP in Business Analytics: Generating Insights from Textual Data Using NLP Models, Conference Proceeding. https://doi.org/10.1109/CICN63059.2024.10847530 |
| 23 | Dubey, P. et al. (2024). Harvesting Insights: Transforming Wheat Crop Health Through CNNs and Transfer Learning, Conference Proceeding. https://doi.org/10.1109/ICTACS62700.2024.10840838 |
| 24 | Dubey, P. et al. (2024). Optimizing Water Usage in Agriculture with Automated Drip Irrigation and Sensor Technology, Conference Proceeding. https://doi.org/10.1109/ICTACS62700.2024.10841259 |
25 | Dubey, P. et al. (2023). A Survey on Use of Amazon Web Services by Engineering Students, Conference Proceeding. https://doi.org/10.1109/ICAECC59324.2023.10560349 |
| 26 | Dubey, P. et al. (2023). Emerging Paradigms: Student Perspectives on the Integration of Artificial Intelligence in Education, Conference Proceeding. https://doi.org/10.1109/ICAECC59324.2023.10560152 |
| 27 | Dubey, P. et al. (2023). Bibliometric Analysis of Data Science Research: A Decade of Insights from Web of Science, Conference Proceeding. https://doi.org/10.1109/ICSTCEE60504.2023.10585030 |
| 28 | Dubey, P. et al. (2023). A Bibliometric Analysis of Research on AWS Cloud: A Web of Science Perspective, Conference Proceeding. https://doi.org/10.1109/ICSTCEE60504.2023.10585184 |
| 29 | Dubey, P. et al. (2023). Advancements in Conversational AI: Building Mental Health Chatbot with BERT Model, Conference Proceeding. https://doi.org/10.1109/ICAIIHI57871.2023.10489148 |
| 30 | Dubey, P. et al. (2023). Bibliometric Analysis of Oral Cancer Research: A Web of Science Database Perspective, Conference Proceeding. https://doi.org/10.1109/RMKMATE59243.2023.10369542 |
31 | Dubey, P. et al. (2023). Cloud Integration in the Educational Sector Using Amazon Web Services, Conference Proceeding. https://doi.org/10.1109/ICAECT57570.2023.10117739 |
| 32 | Dubey, P. et al. (2023). A Novel Approach to Design Home Automation using IoT Applications, Conference Proceeding. https://doi.org/10.1109/InCACCT57535.2023.10141754 |
| 33 | Dubey, P. et al. (2023). A Sensor based design to Automate the Operation of a Fan, Conference Proceeding. https://doi.org/10.1109/InCACCT57535.2023.10141837 |
Authors: Dubey, P. et al.
Chapter Name: “Research Landscape of Blockchain and Computational Intelligence in Healthcare and Biomedical Fields: A Bibliometric Analysis”
Book Title: Computational Intelligence and Blockchain in Biomedical and Health Informatics
eBook ISBN: 9781003459347 | DOI: 10.1201/9781003459347-20
Edition: Edition: 1st Edition | Published Date: 19 June 2024
Publisher: CRC Press, Taylor & Francis Group, 2021. (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “Are Technical Graduates Best Suited for Entrepreneurship? : Examining Entrepreneurial Attitude as a Moderator Between Characteristics and Intention”
Book Title: The Importance of Entrepreneurship in Fostering Economic Progress eBook ISBN: 9781668471272 | DOI: 10.4018/978-1-6684-7127-2
Edition: Edition: 1st Edition | Published Date: Oct -2023
Publisher: IGI Global (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “Examining Technical Undergraduates' Entrepreneurial Attitudes as Mediators Between Entrepreneurial Characteristics and Self-Employment Intention”
Book Title: Entrepreneurship Ecosystems and Their Opportunities and Challenges- IGI Global
eBook ISBN: 9781668471425 | DOI: 10.4018/978-1-6684-7140-1
Edition: Edition: 1st Edition | Published Date: Sept -2023
Publisher: IGI Global (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “A Review on Edge computing: Working, Comparisons, Benefits, Vision, Instances and Illustrations along with Challenges and maintenances”
Book Title: Internet of Things in Modern Computing
eBook ISBN: 9781032392721 | DOI: 10.1201/9781003407300-3
Edition: Edition: 1st Edition | Published Date: July 13, 2023
Publisher: CRC Press, Taylor & Francis Group, 2021. (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “Study of conventional & non-conventional SEPIC converter in solar photovoltaic system using Proteus”
Book Title: Machine Learning and Internet of Things in Solar Power Generation
eBook ISBN: 9781003302964 | DOI: 10.1201/9781003302964-2
Edition: Edition: 1st Edition | Published Date: July 14, 2023
Publisher: CRC Press, Taylor & Francis Group, 2021. (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “Essential Factors for Entrepreneurship Development Among Engineering Undergraduates”
Book Title: Diversity, Equity, and Inclusion Efforts of Businesses in Rural Areas eBook ISBN: 9781668471425 | DOI: 10.4018/978-1-6684-6878-4.ch002
Edition: Edition: 1st Edition | Published Date: Sept -2023
Publisher: IGI Global (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “A Guide to Cloud Platform with an Investigation of Different Cloud Service Providers”
Book Title:
Big Data, Cloud Computing and IoT
eBook ISBN: 9781003298335 | DOI: 10.1201/9781003298335-3
Edition: Edition: 1st Edition | Published Date: April 19, 2023
Publisher: CRC Press, Taylor & Francis Group (SCOPUS)
Authors: Dubey, P. et al.
Chapter Name: “An Investigation on Remote Teaching Approaches and The Social Impact of Distance Education”
Book Title: Redefining Virtual Teaching Learning Pedagogy
eBook ISBN: 9781119867586 | DOI: 10.1002/9781119867647.ch15
Edition: Edition: 1st Edition | Published Date: March 2, 2023
Publisher: Wiley Online Library (SCOPUS)
Authors: Dubey, P. et al.
Book Title: Amazon Web Services - the Definitive Guide for Beginners and Advanced Users
DOI: 10.2174/97898151658211230101
Year: 2023
Publisher: Bentham Science
Authors: Dubey, P. et al.
Book Title: A beginners guide to Amazon Web Services
DOI: 10.1201/9781003406136
Year: 2024
Publisher: CRC Press( Scopus Indexed)
Editors: Dubey, P. et al.
Book Title: AI in the Social and Business World: A Comprehensive Approach
Year: 2024
Publisher: Bentham Science
Editors: Dubey, P. et al.
Book Title: Developing AI, IoT and Cloud Computing based Tools and Applications for Women’s Safety
Year: 2024
Publisher: CRC Press
Editors: Dubey, P. et al.
Book Title: The Impact of Algorithmic Technologies on Healthcare
Year: 2024
Publisher: Wiley
Editors: Dubey, P. et al.
Book Title: Crafting Images With Generative Adversarial Networks (GANs) and Models
Year: 2025
Publisher: IGI Global ( In process)
| Sr. No. |
Inventor |
Title of Invention |
Application No. |
Patent Category |
Link |
|---|---|---|---|---|---|
|
1 |
Dr. Parul Dubey et. al. |
Robust Multi Authority Attributes Management System of Serverless Computing with Enhanced Reliability |
202141039395 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
2 |
Dr. Parul Dubey et. al. |
Digital Shopping RFID Tag |
349950-001 |
Design |
https://search.ipindia.gov.in/DesignApplicationStatus/ |
|
3 |
Dr. Parul Dubey et. al. |
Bigdata analysis model to track and monitor household electricity use based on weather forecast |
202141048341 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
4 |
Dr. Parul Dubey et. al. |
Cloud computing and big data-based construction assessment system for Android applications |
202141058290 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
5 |
Dr. Parul Dubey et. al. |
A machine learning based approach to plot graphs based on Statistical data analysis of patients suffering from cancer Due to smoking |
202241018864 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
6 |
Dr. Parul Dubey et. al. |
Serverless cloud computing-based invention for expansion in healthcare services |
202221021830 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
7 |
Dr. Parul Dubey et. al. |
Design based on sensors to implement a smart trashcan for segregation at the source |
202221025798 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
8 |
Dr. Parul Dubey et. al. |
The impact of the internet banking system and its associated technologies on Indian banks |
202221024345 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
9 |
Dr. Parul Dubey et. al. |
Design based on sensor and microcontroller for making a self-operating fan |
202221026602 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
10 |
Dr. Parul Dubey et. al. |
Design based on utilization of the internet of things to automate our house |
202221028435 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
11 |
Dr. Parul Dubey et. al. |
Algorithm for bulk spot instance- data extraction in aws cloud service provider |
202321009984 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
12 |
Dr. Parul Dubey et. al. |
Reducing manual effort by automating the functioning of a water pump using sensors |
202321016248 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
13 |
Dr. Parul Dubey et. al. |
Automation of the pumps of swamp coolers - based on sensors to extend the durability |
202321026215 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
14 |
Dr. Parul Dubey et. al. |
Helmet compliance system for two-wheelers using sensor technology |
202321044966 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
15 |
Dr. Parul Dubey et. al. |
SMART STAND CONTROL SYSTEM: SENSOR-ENHANCED BIKE SAFETY |
202321062045 |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
|
16 |
Dr. Parul Dubey et. al. |
Smartsaver curtains: sensor-based automated electricity conservation system |
202321072588 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
17 |
Dr. Parul Dubey et. al. |
Smartpark: infrared sensor-based vehicle monitoring and management system |
202321089749 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
|
18 |
Dr. Parul Dubey et. al. |
Leveraging sensor driven automation to revolutionize window maintenance |
202421002659 |
Utility |
https://iprsearch.ipindia.gov.in/PublicSearch/PublicationSearch/ApplicationStatus |
GATE Qualified- CSE-in 2013
AWS Certified Cloud Practitioner
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