Sonakshi Vij

Vivekananda Institute of Biotechnology — India

Computer Science · Physical Sciences

10h-index377citations58works0.12yr avg
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Research Topics

Advanced Text Analysis Techniques(11), Natural Language Processing Techniques(9), Topic Modeling(8), Sentiment Analysis and Opinion Mining(8), Text and Document Classification Technologies(5)

Publications57 total

Region-Specific Agricultural Advisory Systems Using Retrieval-Augmented Generation
Lecture notes in networks and systems·2025
Adaptive OCR Error Correction for Handwritten Texts: A Semantic and Statistical Approach
International Journal of Information Technology·2025
Exploring Human Brain Activity Classification: A Comprehensive Analysis Using Machine Learning and Deep Learning Techniques
Lecture notes in networks and systems·2025
Exploring Sentiment Variations in Hotel Industry on TripAdvisor Reviews Across Diverse Indian Regions Using Machine Learning Approach
Lecture notes in networks and systems·2025
Implementation of Machine Learning Algorithms for Precise Detection and Classification of Email-Based Cyberbullying
Lecture notes in networks and systems·2025
An Experimental Study for Classifying Electrocardiogram Images to Detect Wolff-Parkinson-White Disease Using Deep Learning
Lecture notes in networks and systems·2025
WhatsApp Forensic Analysis for Group Chats Using Exploratory Data Analysis and Natural Language Processing
Lecture notes in networks and systems·2025
Unveiling Offensive Content Detection: An Experimental Study Using Deep Learning and Machine Learning Techniques
Lecture notes in networks and systems·2025
Utilizing Supervised Machine Learning Techniques for Predicting the Loan Approval Status of Bank Customers
2025
An Extensive Machine Learning-Based Tool Development for Automatic Transcription and Contextual Analysis
Lecture notes in networks and systems·2025
Exploring WordNet® graphs for text summarization and sentiment analysis in Bengali speech
International Journal of Information Technology·2024· 2 cited
Experimental Study to Analyze the Zonal Financial Independence of Women Using Fuzzy Logic
Lecture notes in networks and systems·2024
An Approach of Deep Clustering Applied for Customer Segmentation to Escalate Businesses
Algorithms for intelligent systems·2024
Developing a Sentiment Analysis Model for Online Brand Management and Optimization
Lecture notes in networks and systems·2024
Developing a Book Analyzer for Fiction and Nonfiction Books using Machine Learning based Text Summarization Techniques
SSRN Electronic Journal·2024Open Access
Navigating the Impact of COVID-19 on Indian Economies Through a Lens of Sustainability
Lecture notes in networks and systems·2024
An Experimental Study to Perform Bioinformatics Based on Heart Disease Case Study Using Supervised Machine Learning
Lecture notes in networks and systems·2024· 1 cited
Advancements in Hate Speech Detection: A Comprehensive Analysis of NLP Models and Techniques
Lecture notes in networks and systems·2024
Analyzing cyberbullying behavior in social media using supervised machine learning & natural language processing
SSRN Electronic Journal·2024Open Access
A Systematic Review Highlighting Insights on the Task of Document Classification using Machine Learning Techniques
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Devendra K. Tayal(19), Amita Jain(18), Deepali Virmani(13), Manju Khari(4), Oscar Castillo(4), Garima Malik(3), Nikhil Sehgal(3), Harshita Mehra(3), Vriddhi Mittal(3), Priyank Pandey(2), Shashi Bhushan(2), Anuj Kumar Singh(2), Janhvi Juyal(2), Amita Jain(2), Prakhar Jain(2), Janhvi Juyal(2), Rohan Arora(2), Om Tiwari(1), Vidit Goyal(1), Pramod Kumar(1)