Preeti Kathiria

Nirma University — India

Computer Science · Physical Sciences

5h-index147citations30works3.42yr avg
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Research Topics

Text and Document Classification Technologies(5), Semantic Web and Ontologies(4), Smart Agriculture and AI(4), Remote Sensing in Agriculture(3), Remote-Sensing Image Classification(3)

Publications30 total

Predictive Modeling for Diabetes Using Machine Learning: A Focus on Ensemble Methods
2025
Efficient and Secure Encrypted Search with Clustering and Enhanced R-Tree Structure
2025
Blockchain-Enabled Secure Communication for Autonomous Vehicles
2024· 1 cited
Assistive systems for visually impaired people: A survey on current requirements and advancements
Neurocomputing·2024· 16 cited
Use of Topic Analysis for Enhancing Healthcare Technologies
Scalable Computing Practice and Experience·2024Open Access
Introduction
Institution of Engineering and Technology eBooks·2023
Performance Evaluation of DL-based Models for LULC segmentation using SAR time series data of regions in Gujarat
Research Square (Research Square)·2023· 2 citedOpen Access
Performance Analysis of Document Similarity-Based DBSCAN and K-Means Clustering on Text Datasets
Lecture notes in electrical engineering·2023· 5 cited
Smart Crop Recommendation System: A Machine Learning Approach for Precision Agriculture
Lecture notes in electrical engineering·2023· 18 cited
Crop type classification with hyperspectral images using deep learning : a transfer learning approach
Modeling Earth Systems and Environment·2022· 35 cited
IoT based Ambient Assisted Living Technologies for Healthcare: Concepts and Design Challenges
2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)·2022· 5 cited
Fuzzy Logic Inference-Based Automated Water Irrigation System
International Journal of Ambient Computing and Intelligence·2022· 1 cited
Trend analysis and forecasting of publication activities by Indian computer science researchers during the period of 2010–23
Expert Systems·2022· 4 cited
Neuromorphic Computing: Review of Architecture, Issues, Applications and Research Opportunities
Lecture notes in electrical engineering·2022· 3 cited
Document classification using deep neural network with different word embedding techniques
International Journal of Web Engineering and Technology·2022
Document classification using deep neural network with different word embedding techniques
International Journal of Web Engineering and Technology·2022
Hyperspectral Image Classification Using Transfer Learning
Lecture notes in networks and systems·2022· 1 cited
Drone Development and Embellishing It into Crop Monitoring and Protection Along with Pesticide Spraying Mechanism
Studies in Infrastructure and Control·2021· 4 cited
Recommendation Systems Based on Collaborative Filtering Using Autoencoders: Issues and Opportunities
Lecture notes in electrical engineering·2021· 1 cited
A Naive Method For Ontology Construction
Zenodo (CERN European Organization for Nuclear Research)·2020Open Access
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Frequent Co-authors

Usha Patel(13), Smita Agrawal(6), Harshal Arolkar(4), Pimal Khanpara(4), Sukraat Ahluwalia(4), Chand Sahil Mansuri(2), Swati Jain(2), Nebu Varghese(2), Kimee Joshi(2), Nishant Kansara(2), Mohib Pathan(1), Vibha Patel(1), Keyur Desai(1), Virala Devulapalli(1), Atul Patel(1), Shriya Madhwani(1), Sapan H. Mankad(1), Jitali Patel(1), Mayank Kapadia(1), Neel Lakdawala(1)