Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
Cybersecurity has emerged as a critical global concern. Intrusion Detection Systems (IDS)
play a critical role in protecting interconnected networks by detecting malicious actors and …
play a critical role in protecting interconnected networks by detecting malicious actors and …
[HTML][HTML] A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture
Cotton is known as 'white gold'in the agricultural industry. Agriculture is the primary source of
economic income in Bangladesh and the country's economy is heavily dependent on …
economic income in Bangladesh and the country's economy is heavily dependent on …
A robust and clinically applicable deep learning model for early detection of Alzheimer's
Alzheimer's disease, often known as dementia, is a severe neurodegenerative disorder that
causes irreversible memory loss by destroying brain cells. People die because there is no …
causes irreversible memory loss by destroying brain cells. People die because there is no …
BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture
MM Islam, MA Talukder, MA Uddin… - … Journal of Intelligent …, 2024 - Wiley Online Library
Brain tumors significantly impact human health due to their complexity and the challenges in
early detection and treatment. Accurate diagnosis is crucial for effective intervention, but …
early detection and treatment. Accurate diagnosis is crucial for effective intervention, but …
[HTML][HTML] An ensemble machine learning based bank loan approval predictions system with a smart application
Banks rely heavily on loans as a primary source of revenue; however, distinguishing
deserving applicants who will reliably repay loans presents an ongoing challenge …
deserving applicants who will reliably repay loans presents an ongoing challenge …
ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media
The emergence of social media has given rise to a variety of networking and communication
opportunities, as well as the well-known issue of cyberbullying, which is continuously on the …
opportunities, as well as the well-known issue of cyberbullying, which is continuously on the …
Cyberbullying Text Identification based on Deep Learning and Transformer-based Language Models
K Saifullah, MI Khan, S Jamal… - … Transactions on Industrial …, 2024 - publications.eai.eu
In the contemporary digital age, social media platforms like Facebook, Twitter, and YouTube
serve as vital channels for individuals to express ideas and connect with others. Despite …
serve as vital channels for individuals to express ideas and connect with others. Despite …
Analyzing Sentiments in eLearning: A Comparative Study of Bangla and Romanized Bangla Text using Transformers
MA Rahman, M Begum, T Mahmud, MS Hossain… - IEEE …, 2024 - ieeexplore.ieee.org
In the modern world, learning is becoming increasingly critical due to rapid technological
breakthroughs, which highlight the need for continuous skill development in both the …
breakthroughs, which highlight the need for continuous skill development in both the …
A survey and comparative study on negative sentiment analysis in social media data
J Paul, A Das Chatterjee, D Misra, S Majumder… - Multimedia Tools and …, 2024 - Springer
With the rapid growth of internet usage, especially on social media, forums, review platforms,
and blogs, an enormous amount of data is being generated. This data often contains users' …
and blogs, an enormous amount of data is being generated. This data often contains users' …
[HTML][HTML] Social media cyberbullying detection on political violence from Bangla texts using machine learning algorithm
MT Ahmed, AH Antar, M Rahman, AZMT Islam… - Journal of Intelligent …, 2023 - scirp.org
When someone threatens or humiliates another person online by sending those unpleasant
messages or comments, this is known as Cyberbullying. Recently, Bangla text has been …
messages or comments, this is known as Cyberbullying. Recently, Bangla text has been …