Sentiment analysis of movie reviews based on NB approaches using TF–IDF and count vectorizer

MM Danyal, SS Khan, M Khan, S Ullah… - Social Network Analysis …, 2024 - Springer
Movies have been important in our lives for many years. Movies provide entertainment,
inspire, educate, and offer an escape from reality. Movie reviews help us choose better …

Enhancing energy efficiency in wireless sensor networks through I-LEACH: a data clustering and routing protocol

S Lekhi, S Singh - Journal of electrical systems, 2024 - search.proquest.com
The inclusion of innovative technology into sensor networks has resulted in notable
advancements in several industries, including mining, healthcare, military surveillance, and …

Enhancing heart disease diagnosis: Leveraging classification and ensemble machine learning techniques in healthcare decision-making

NK Sharma, AS Chauhan, S Fatima… - Journal of Integrated …, 2025 - pubs.thesciencein.org
Cardiovascular disease is one of the main reasons for the demise of people in the world
today, whether it is a developed country or a develo** country. It is not only affecting the …

[PDF][PDF] Nutrition deficiency classification in maize plant using deep learning algorithms

A Patel, R Mirshra - The Internet of Medical Things (IoMT) …, 2024 - researchgate.net
Maize, a vital global crop, is susceptible to various nutrition deficiencies that hinder its
growth and yield. Identifying these deficiencies promptly is crucial for enhancing maize …

Cotton leaf analysis based early plant disease detection using Machine Learning

P Salot, P Pancholi, H Rathod… - Journal of …, 2025 - pubs.thesciencein.org
The cultivation of cotton plays vital role for daily agricultural practices, as it is extensively
cultivated by a significant number of farmers. Early identification of crop diseases is essential …

Comparative Analysis of Sentiment Classification on IMDB 50k Movie Reviews: A Study Using CNN, LSTM, CNN-LSTM, and BERT Models

MT Islam, F Parvin, SA Sazan… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Sentiment analysis of movie reviews plays a critical role in understanding audience
perception and informing marketing strategies in the film industry. This study investigates the …

[PDF][PDF] Sentiment Classification Using BERT-CNN and SMOTE: A Case Study on Hotel Reviews Dataset

YA Singgalen - 2024 - researchgate.net
Abstract− The increasing importance of user-generated content in the hospitality industry
necessitates advanced sentiment analysis tools to derive actionable insights from customer …

[CITATION][C] Deep learning Approach to Classify Cognitive Workload using Functional Connectivity Features

V Khemchandani, A Singh Chauhan… - … of Computing and …, 2024 - University of Bahrain

[CITATION][C] Classification and Ensemble Machine Learning Techniques to Improve Healthcare Decision Making For Heart Disease

N Kumar Sharma, A Singh Chauhan… - … of Computing and …, 2024 - University of Bahrain