Investigating the effects of stress on achievement: BIOSTRESS dataset by Çağla Çöpürkaya (16303288)

“…This relationship is highlighted through a dataset that includes questionnaires and physiological data from a group of individuals. …”

A New Dataset for Forged Smartphone Videos Detection: Description and Analysis by Younes Akbari (16303286)

“…The results are recorded and discussed in detail, showing that improvements are essential for the dataset. Furthermore, the forged videos of this dataset are comparatively large when compared to other datasets that performed copy-move forgery.…”

Ensemble-Guard IoT: A Lightweight Ensemble Model for Real-Time Attack Detection on Imbalanced Dataset by Muhammad Usama Tanveer (22225360)

Image-Based Air Quality Estimation Using Convolutional Neural Network Optimized by Genetic Algorithms: A Multi-Dataset Approach by Arshad Ali Khan (23152516)

“…Specifically, three different open-access datasets were combined into a single training dataset, capturing extensive temporal, spatial, and environmental variability. …”

Reinforced steering Evolutionary Markov Chain for high-dimensional feature selection by Atiq ur Rehman (3044409)

“…<p>The increasing accessibility of extensive datasets has amplified the importance of extracting insights from high-dimensional data. …”

Does the CEO effect differ in times of crisis? Evidence from US and China during the global financial crisis by Kleindienst, Ingo

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A Neighborhood Framework for Resource-Lean Content Flagging by Sheikh Muhammad Sarwar (19517701)

“…Our evaluation results on eight languages from two different datasets for abusive language detection show sizable improvements of up to 9.5 F1 points absolute (for Italian) over strong baselines. …”

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

“…The graph representation of the authentic and manually curated dataset will open ways for the development of computational models that could identify the significance of a chain and a narrator. …”

Effect of consanguinity on birth weight for gestational age in a developing country by Wakim, Gerard

“…No significant difference was observed in the decrease in birth weight between the first- and second-cousin marriages. …”
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Arabia Felix 2.0 by Shehhi, Aamna Al

“…These differences included significant variations in the mean number of tweets posted, and the mean size of users networks (e.g. the number of followers). …”
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Leveraging Deep Learning and Word Embeddings to Detect Dish Names in Consumer Reviews by ABOKHASHAN, DEENA YOUNIS

“…In addition to the existing dataset, MenuNER dataset, an annotated dataset, ReviewsDB, was created from Yelp reviews for evaluation. …”
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A novel virtual patient approach for cross-patient multimodal fusion in enhanced breast cancer detection by Younes Akbari (16303286)

“…These fusion networks were evaluated using histopathology (BCSS), mammography, and ultrasound (BUSI) datasets. External validation using the ICIAR2018 BACH Challenge dataset as an alternative histopathology source demonstrated the generalizability of our approach, achieving promising accuracy despite differences in staining protocols and acquisition procedures across institutions. …”

Stemming cardiovascular diseases in Qatar by Nature Research (16552612)

“…“Both Qatari nationals and expatriates should adopt healthier lifestyles to reduce the prevalence of these risk factors,” says Christos. Diabetes was the largest preventable risk factor to decrease heart attacks and strokes.…”

Urban heat island phenomenon in a desert, coastal city: The impact of urbanization by J.R. Rajeswari (22046561)

“…Two land use and <u>land cover</u> (LULC) datasets from 2001 and 2018 are employed, with simulations conducted using different <u>urban canopy</u> models. …”

Cyberbullying Detection Model for Arabic Text Using Deep Learning by Albayari, Reem

“…The proposed hybrid model improves the accuracy of all the studied datasets and can be integrated into different social media sites to automatically detect cyberbullying from Arabic social datasets. …”
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The Use of the Gene Expression Omnibus (GEO) Database to Study Gene Expression and Methylation Patterns in Cases of Preterm Birth and Associated Diseases by Tala Abuarja (17075070)

“…</p> <h3>Results</h3> <p>Of the 8 datasets, 3 displayed significant changes in expression patterns after application of the filtering criteria. …”

DHSDJArch: An Efficient Design of Distributed Heterogeneous Stream-Disk Join Architecture by Erum Mehmood (17541768)

“…The heterogeneous stream-disk join is a significant research topic in real-time processing applications because it can directly affect the data analytics. …”

Shear Behavior of One-Way Reinforced Concrete Hollow Slabs Voided with PET Void Formers by Hasan, Haider H.

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Cyberbullying Detection Model for Arabic Text Using Deep Learning by Albayari, Reem

“…The proposed hybrid model improves the accuracy of all the studied datasets and can be integrated into different social media sites to automatically detect cyberbullying from Arabic social datasets. …”
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Artificial intelligence-enhanced electrocardiography for accurate diagnosis and management of cardiovascular diseases by Muhammad Ali Muzammil (17910611)

“…ECG patterns are affected by physiological differences between the sexes; a dataset that is inclined toward one sex may compromise the accuracy of the others. …”