[HTML][HTML] Sentiment analysis of epidemiological surveillance reports on COVID-19 in Greece using machine learning models

C Stefanis, E Giorgi, K Kalentzis… - Frontiers in Public …, 2023 - frontiersin.org
The present research deals with sentiment analysis performed with Microsoft Azure Machine
Learning Studio to classify Facebook posts on the Greek National Public Health …

Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry

W Aljedaani, F Rustam, MW Mkaouer, A Ghallab… - Knowledge-Based …, 2022 - Elsevier
Twitter being among the popular social media platforms, provide peoples' opinions
regarding specific ideas, products, services, etc. The large amounts of shared data as tweets …

[HTML][HTML] Emotions matter: A systematic review and meta-analysis of the detection and classification of students' emotions in stem during online learning

A Anwar, IU Rehman, MM Nasralla, SBA Khattak… - Education …, 2023 - mdpi.com
In recent years, the rapid growth of online learning has highlighted the need for effective
methods to monitor and improve student experiences. Emotions play a crucial role in …

[HTML][HTML] A deep learning approach for sentiment analysis of COVID-19 reviews

C Singh, T Imam, S Wibowo, S Grandhi - Applied Sciences, 2022 - mdpi.com
User-generated multi-media content, such as images, text, videos, and speech, has recently
become more popular on social media sites as a means for people to share their ideas and …

Promoting green brand of university in social media: Text mining and sentiment analysis

Y Us, T Pimonenko, O Lyulyov, Y Chen… - Virtual …, 2022 - ceeol.com
Combating climate change and mitigating its negative consequences requires enhancing
awareness of sustainable development. It is believed the education sector is an excellent …

Sentiment analysis and emotion detection on cryptocurrency related tweets using ensemble LSTM-GRU model

N Aslam, F Rustam, E Lee, PB Washington… - Ieee …, 2022 - ieeexplore.ieee.org
The cryptocurrency market has been developed at an unprecedented speed over the past
few years. Cryptocurrency works similar to standard currency, however, virtual payments are …

[HTML][HTML] Blood cancer prediction using leukemia microarray gene data and hybrid logistic vector trees model

V Rupapara, F Rustam, W Aljedaani, HF Shahzad… - Scientific reports, 2022 - nature.com
Blood cancer has been a growing concern during the last decade and requires early
diagnosis to start proper treatment. The diagnosis process is costly and time-consuming …

[HTML][HTML] Analyzing sentiments regarding ChatGPT using novel BERT: A machine learning approach

M Mujahid, F Rustam, R Shafique, V Chunduri… - Information, 2023 - mdpi.com
Chatbots are AI-powered programs designed to replicate human conversation. They are
capable of performing a wide range of tasks, including answering questions, offering …

Racism detection by analyzing differential opinions through sentiment analysis of tweets using stacked ensemble gcr-nn model

E Lee, F Rustam, PB Washington, F El Barakaz… - IEEE …, 2022 - ieeexplore.ieee.org
With social media's dominating role in the socio-political landscape, several existing and
new forms of racism took place on social media. Racism has emerged on social media in …

[HTML][HTML] Incorporating cnn features for optimizing performance of ensemble classifier for cardiovascular disease prediction

F Rustam, A Ishaq, K Munir, M Almutairi, N Aslam… - Diagnostics, 2022 - mdpi.com
Cardiovascular diseases (CVDs) have been regarded as the leading cause of death with
32% of the total deaths around the world. Owing to the large number of symptoms related to …