K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation حسب Ashhadul Islam (16869981)

Predictive modelling in times of public health emergencies: patients’ non-transport decisions during the COVID-19 pandemic حسب Hassan Farhat (9000509)

"…<h3>Background</h3><p dir="ltr">During the COVID-19 pandemic, there was a surge in pre-hospital emergency calls due to the increased prevalence of flu-like symptoms and panic related to the pandemic. …"

A study on Speaker Recognition System حسب Bakkar, Hazem Wa'il Mohammed

"…As a result, to build a user-friendly speaker recognition system, it is better to use LSTD for preprocessing, MFCC for feature extraction, and our enhanced GMM for speaker testing and recognition."…"
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Fire detection and anti-fire system to enhance food security: A concept of smart agriculture systems-based IoT and embedded systems with machine-to-machine protocol حسب Morchid, Abdennabi

"…To resolve such an issue, a shift from the agricultural industry to smart agriculture via applications of 1) the Internet of Things (IoT), 2) embedded systems, and 3) sensors for fire prevention are required to improve operational efficiency and productivity. …"
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A Systematic Literature Review on Phishing Email Detection Using Natural Language Processing Techniques حسب SALLOUM, SAID

"…This survey also is unique in the sense that it relates works to their openly available tools and resources. The analysis of the presented works revealed that not much work had been performed on Arabic language phishing emails using NLP techniques. …"
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KNNOR: An oversampling technique for imbalanced datasets حسب Ashhadul Islam (16869981)

"…<p>Predictive performance of Machine Learning (ML) models rely on the quality of data used for training the models. …"

Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques حسب Umesh Kumar Lilhore (17727684)

"…The proposed model Boruta with SVM and various popular ML models are implemented using Python and various performance measuring parameters, i.e., accuracy, precision, F 1 – Score , and recall. …"

Thematic Analysis on User Reviews for Depression and Anxiety Chatbot Apps: Machine Learning Approach حسب Arfan Ahmed (17541309)

"…<h3>Background</h3><p dir="ltr">Anxiety and depression are among the most commonly prevalent mental health disorders worldwide. Chatbot apps can play an important role in relieving anxiety and depression. …"

Multi-IsnadSet MIS for Sahih Muslim Hadith with chain of narrators, based on multiple ISNAD حسب Aziz Mehmood Farooqi (20748788)

"…The ISNAD's data is available in its original Arabic language, with narrator names transliterated into English. This paper presents the Multi-IsnadSet (MIS), that has great potential to be employed by the social scientist and theologist. …"

Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study حسب Alaa Abd-Alrazaq (17430900)

"…There is also a need for a more proactive and agile public health presence on social media to combat the spread of fake news.…"