Personal Information
- Full Name: Dr. Pushplata Pujari
- Mobile Number: 8269076954
- EmailID: pujari.lata@rediffmail.com
- Designation: Associate Professor
Qualification
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2019Ph.D
Guru Ghasidas Vishwavidyalaya
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2019Ph.D in Compputer Science
Guru Ghasidas Vishwavidyalaya
Experience
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2005 - PresentAssocitae Professor
Guru Ghasidas Vishwavidyalaya
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2005 - 2025Associtae Professor
Guru Ghasidas Vishwavidyalaya
Honours and Awards
Best Research Paper Award, Parthivi College of Engineering and Management, Bhilai
Doctoral Theses Guided
Deep Learnng-Based Approaches for spatial and temporal analysis of urban areas from satellite images
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Guru Ghasidas Vishwavidyalaya
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Tannu Kumar Soni
Analysis of satellite imagery for environmental landscape assessment using artificial intelligence techniques
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Guru Ghasidas Vishwavidyalaya
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Sonu Purohit
Development of novel methods for analusis of satellite imagery
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Guru Ghasidas Vishwavidyalaya
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Himanshu Sahu
Research Projects
Quantitative analysis of cardiovascular health: A Deep learning approach for early detection and risk assessment for Chhattisgarh State
Under Progress Amount: ₹440000.00
Funding Agency: Chhattisgarh Council of Science and Technology (CCOSTT)
Duration : 30:03:2025 - 28:02:2027
Patents
SMART PARKING MANAGEMENT SYSTEM
By: Jeetendra Kumar, Dr. Rashmi Gupta, Dr. Babita Majhi, Suraj Sahu, Gargee Shukla, Dr. Pushpalata Pujari, Rupesh Naik
Patent No: 202421043570
Filed: 05-06-2024
Published: 02-08-2024
Published
Country: India
System and method of wavelet-based ensemble models for early mortality prediction using imbalance ICU BIG data
By: Pushpalata Pujari
Patent No: 232321028596
Published: 19-04-2023
Published
Country: India
2. Title of invention: System and method for timeseries prediction of infectious disease cases from multi-country data using remodeled artificial neural network (ANN)
By: Pushpalata Pujari
Patent No: 202321034369A
Filed: 16-06-2023
Published
Country: India
Optical character recognition-based system for assisting the visually impaired
By: Pushpalata Pujari
Patent No: 20 2023 107 165.1.
Filed: 12-03-2023
Published
Country: India
4) SYSTEM AND METHOD FOR TIME SERIES PREDICTION OF INFECTIOUS DISEASE CASES FROM MULTI-COUNTRY DATA USING REMODELED ARTIFICIAL NEURAL NETWORK (ANN)
By: Babita Majhi, Pushpalata Pujari, Rupesh Naik, Srishti Tripathi, Prakash Ku Tripathi, Gargee Shukla
Patent No: 202321034369
Filed: 02-05-2023
Published: 16-06-2023
Published
Country: India
3) SYSTEM AND METHOD OF WAVELET BASED ENSEMBLE MODELS FOR EARLY MORTALITY PREDICTION USING IMBALANCE ICU BIG DATA
By: Babita Majhi, Aarti Kashyap, Pushpalata Pujari, Rupesh Naik and Srishti Tripathi
Patent No: 202321028596
Filed: 19-04-2023
Published: 02-06-2023
Published
Country: India
1) Optical character recognition-based system for assisting the visually impaired
By: Dr. Rashmi Gupta, Mr. Jeetendra Kumar, Dr. Babita Majhi, Rupesh Naik, Dr. Pushpalata Pujari, Sachin Singh Rajput, Mrs. Gargee Shukla, Pravin Singh Yadav
Patent No: IPC: G06V 10/80
Filed: 03-12-2023
Published: 02-01-2024
Granted
Country: Germany
Publications
Emerging Deep Learning Approaches for urban satellite image analysis: a survey on classification, segmentation, and change detection
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: Evolutionary Intelligence
Volume: 18:106
Year: 2025
DOI: https://doi.org.10.1007/s12065-025-01090-2
Enhancing flood segmentation in aerial imagery using a dual-decoder efficient U-Net with CBAM and post-hoc explainable AI technique
Sonu Purohit, Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: Engineering Research Express
Volume: Volume 7
Year: 2025
Pages: Volume 7, Number 3
DOI: DOI 10.1088/2631-8695/ae0004
Optimizing Diabetes Classification Hybrid FLANN Model with Evolutionary Optimization Techniques
Pushpalata Pujari
Publication Type: Book Chapter
Journal: Optimizing Diabetes Classification Hybrid FLANN Model with Evolutionary Optimization Techniques
Year: 2025
Flood detection using convolutional neural networks VGG16 and VGG16 with Data Augmentation: A comparative study
Pushpalata Pujari
Publication Type: Conference Proceeding
Journal: JNVU-ABVU-AIMT spring International Conference held during January 05-07, 2024 at Atal Bihari Vajpayee University Bilaspur, C.G.
Year: 2024
Deep Learning-Based Plant Recognition: Comparative Analysis of CNN Models for Autonomous Surveillance and Preservation in the Tehuacán-Cuicatlán Valley
Sonu Purohit, Tannu Kumar Soni,Pushpalata Pujari, Himanshu Sahu
Publication Type: Journal Article (International)
Journal: Chhattisgarh Journal of Science and Technology
Volume: Chhattisgarh Journal of Science and Technology ISS
Year: 2024
Comparative study of Machine Learning Classifiers for Oil Spill Classification: Assessing the effectiveness of Random Forest and XGBoost
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: Journal of Emerging Technologies and Innovative Research” (JETIR)
Volume: Volume 10, Issue 6, ISSN:2349-5162
Year: 2023
Pages: 508
Identification of wind turbines from satellite images using a deep neural network
Himanshu Sahu, Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: Global Journal of Computer and Engineering Technology (GJCET),
Volume: Vol.3, No. 1, January, 2023. ISSN:2767-1933
Year: 2023
Forest Fire Detection Using VGG16 and ResNet101 Convolutional Neural Networks: A Comparative Study
Tannu Kumar Soni, Sonu Purohit, Pushpalata Pujari, Himanshu Sahu
Publication Type: Journal Article (International)
Journal: Forest Fire Detection Using VGG16 and ResNet101 Convolutional Neural NetworkChhattisgarh Journal of Science and Technology
Volume: ISSN: 0973-7219, Volume 19, Issue 2, 2022
Year: 2022
Pages: 301-305
Classification of Pima Indian Diabetes Dataset Using Support Vector Machine with Polynomial Kernel
Pushpalata Pujari
Publication Type: Book Chapter
Journal: Book: Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics,
Volume: 1st edition, CRC press, ISBN: eBook ISBN9780367548
Year: 2022
Classification of Erythemato-squamous diseases using Artificial Neural Network and Genetic algorithm
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal for Research in Engineering Application & Management (IJREAM)
Volume: ISSN: 2454-9150 Vol-06, Issue-03, June 2020.
Year: 2020
Ensemble of Data Mining Classifiers for classification of cancer Data Set
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal of computing and Technology
Volume: June 2020, Volume 7, Issue 6, pp.72-80, ISSN: 2348
Year: 2020
Pages: 72-80
Recognition of Odia Handwritten Digits using Gradient based Feature Extraction Method and Clonal Selection Algorithm
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal of Rough Sets and Data Analysis”
Volume: Volume 6, Issue 2, pp. 19-33, April-June 2019, ISS
Year: 2019
Pages: 19-33
Application of Cat Swarm Optimization for Recognition of Handwritten Numerals
Pushpalata Pujari, Babita Majhi
Publication Type: Journal Article (International)
Journal: International Journal of Computer Sciences and Engineering (IJCSE)
Volume: Vol.7 (3), E-ISSN: 2347-2693.
Year: 2019
Application of Natured Inspired Technique to Odia Handwritten Numeral Recognition
Pushpalata Pujari, Babita Majhi
Publication Type: Book Chapter
Journal: Modeling, Book Chapter in Handbook of Research on Modelling, Analysis, and Application of Nature-Inspired Metaheuristic Algorithms, August, IGI, Publi
Year: 2018
On Development and Performance Evaluation of Novel Odia Handwritten Digit Recognition Methods
Pushpalata Pujari, Babita Majhi
Publication Type: Journal Article (International)
Journal: Arabian Journal for Science and Engineering
Volume: Arabian Journal for Science and Engineering, SCI J
Year: 2017
Pages: 1-15
Odia Handwritten Vowel Recognition System using Slantlet Transform and Differential Evolution based Functional Link Artificial Neural Network Classifier
Pushpalata Pujari, Babita Majhi
Publication Type: Journal Article (International)
Journal: International Journal of Advanced Research in Computer Science
Volume: Volume 8, No. 5, May-June 2017, ISSN No. 0976-5697
Year: 2017
Pages: 253-260
Real Coded Genetic Algorithm Based Neural Network Model for Odia Numerals Recognition
Pushpalata Pujari, Babita Majhi
Publication Type: Journal Article (International)
Journal: International Journal of Research Studies in Computer Science and Engineering (IJRSCSE)
Volume: ISSN 2349-4840 (Print) & ISSN
Year: 2015
Pages: 7-14
An Efficient Technique for Recognition of Odia Numerals Using Particle Swarm Optimized Based FLANN Model with Gradient Feature
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: Rungta International Journal of Computer Science and Information Technology
Volume: Volume 1, Issue 1, 29th – 30th , June, 2015
Year: 2015
Pages: 37-42
Ensemble of Weak Learners on Recognition of Odia Numeric Digits
Pushpalata Pujari, Babita Majhi
Publication Type: Journal Article (International)
Journal: International Journal of Engineering Research & Technology (IJERT), ISNCESR-2015,Volume-3, Issue-20, pp: 125-128, ISSN: 2278-0181, impact Factor: 3
Volume: Volume-3, Issue-20
Year: 2015
Pages: 125-128
Impact Factor: 3.12
A Survey on Odia Character Recognition
Pushpalata Pujari, Babita Majhi
Publication Type: Journal Article (International)
Journal: International Journal of Emerging Science and Engineering, ISSN:2319-6378, Volume-3, Issue-4, February 2015, ISSN: 2319–6378(Online), pp: 15-25, Impa
Volume: Volume-3, Issue-4
Year: 2015
Pages: 15-25
Impact Factor: 3.21
Water body image segmentation using U-NET
Sonu Purohit, Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal of Decision Science & Information Technology (IJDSIT)
Volume: Volume 11, ISSN: 1973-9013
Year: 2014
Accurate Diagnosis of Diseases by using Data Mining Techniques for Rural Mass
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal of Advanced and Innovative Research
Volume: Volume 3
Year: 2014
Pages: 28-31
Classification of Multi Class Data Set by Using Data Mining Classifiers
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International journal of creative research thoughts,
Volume: ISSN: 2320-2882, Volume 1, issue 4
Year: 2013
Pages: 1-11
Classification and comparative study of different data mining Classifier with feature selection on binomial data set
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal of global Research in computer Science
Volume: Volume 3
Year: 2012
Pages: 39-45
Improving Classification Accuracy by using Feature Selection and Ensemble Model
Pushpalata Pujari
Publication Type: Journal Article (International)
Journal: International Journal of soft computing and engineering
Volume: Volume-2
Year: 2012
Pages: 380-386
Impact Factor: 0.52
Exploiting Data Mining Techniques for Improving the Efficiency of Time Series Data Using SPSS Clementine
Pushpalata Pujari, Jyotibala Gupta
Publication Type: Journal Article (International)
Journal: International Journal of Arts Science and commerce
Volume: Vol. – III, Issue 2(3), ISSN: 2229-4686, Print ISS
Year: 2012
Pages: 69-80
