Hybrid arithmetic optimization algorithm with deep transfer learning based microarray gene expression classification model

BS Gowri, SAH Nair, KP Kumar - International Journal of Information …, 2024 - Springer
Microarray gene expression (MGE) data classification is a vital challenge in biomedical and
genomics research, designed to understand the difficult relations among genes and …

Optimized feature-based image sentiment analysis using refined gated mechanism in GRU neural network model

WS Ismail - International Journal of Information Technology, 2024 - Springer
The given manuscript introduces a new method for automated sentiment prediction using
images called Optimized Refined-Gated Recurrent Units (OR-GRU). The proposed model …

Recognition of Secondary Tonic-Colonic Epilepsy Seizures using Machine Learning

N Kumari, R Hassan, P Bassi - 2024 11th International …, 2024 - ieeexplore.ieee.org
The most common form of epilepsy is erratic seizures brought on by excessive neuronal
activity that is not efficiently communicated to the receiving end of the neuron. This kind of …

A Deep Learning Approach for Twitter Sentiment Analysis using ULM-SVM

LS Rani, S Zahoor-Ul-Huq… - 2024 11th International …, 2024 - ieeexplore.ieee.org
Through Twitter sentiment Analysis, users can easily determine the quality of their products
and services. These tools are very useful in identifying and monitoring the various factors …

A cost-effective ECG monitoring in rural areas: leveraging artificial neural networks for efficient healthcare solutions

MO Rahaman, MA Kashem - Bulletin of Electrical Engineering and …, 2024 - beei.org
Cardiovascular diseases engender serious public health concerns in developing nations
since access to specialized medical equipment is often limited and standard treatment …

Stock Price Prediction During Pandemic Situation

K Das, N Ahmed, A Tabasshum, T Azad… - … on Computer and …, 2023 - ieeexplore.ieee.org
Accurately predicting the stock value enables investors to earn more money, reducing their
uncertainty on whether to buy or sell. Again during the COVID-19 period, many companies …

Fault Prediction of Agile-Based Software Using Attention-Based BiGRU

S Dwivedi, NK Goyal - 2024 11th International Conference on …, 2024 - ieeexplore.ieee.org
Software reliability is a critical concern in various industries, where failures can lead to
severe consequences. Agile development, particularly under the Agile Framework (SAFe) …