Deep learning based multimodal urban air quality prediction and traffic analytics حسب Saad Hameed (6488738)

"…The proposed system tackles the challenge of predicting air quality at locations having no sensors or experiencing sensor failures by training a joint model on the data obtained from nearby stations/sensors using a Particle Swarm Optimization (PSO)-based merit fusion of the sensor data. …"

Key determinants of SMEs’ export performance: a resource-based view and contingency theory approach using potential mediators حسب Arsalan Safari (10300058)

"…</p><h3>Design/methodology/approach</h3><p dir="ltr">This study draws on contingency theory and takes a resource-based and market-based view to provide a holistic understanding of the issue. …"

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms حسب Arafat Rahman (8065562)

"…These results outperform the individual modalities with a significant margin (~5%). We also developed a binary template matching-based algorithm, which gives 93.64% accuracy 6X faster. …"

A Literature Based Examination of Human Error in Military Aviation Maintenance Management Programs حسب AL ARIF, ISMAIL ABDULRAHMAN

"…The rationale behind this study was based on the rising human error that comes along with military aviation maintenances. …"
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W-Transformers : A Wavelet-based Transformer Framework for Univariate Time Series Forecasting حسب Sasal, Lena

"…Evaluating our framework on several publicly available benchmark time series datasets from various domains and with diverse characteristics, we demonstrate that it performs, on average, significantly better than the baseline forecasters for short-term and long-term forecasting, even for datasets that consist of only a few hundred training samples.…"
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Reflective Teaching: Impact, Supports, and Barriers from UAE-Based ESL Teachers' Perspectives حسب Sinno, Cherine

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Comparing metabolic profiles between female endurance athletes and non-athletes reveals differences in androgen and corticosteroid levels حسب Amneh H. Tarkhan (8552667)

"…<p dir="ltr">Endurance training is associated with physiological changes in elite athletes, but little is known about female-specific effects of endurance training. …"

Reasons behind the non-application of the activity based costing system in developing countries, case of Lebanon حسب ElGammal, Walid

"…The Activity Based Costing (ABC) system, despite its spread in the developed countries and the recognition of its importance in the developing countries, is not adopted in the service industry in Lebanon while costing output. …"
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The utility of a deep learning-based approach in Her-2/neu assessment in breast cancer حسب Saidul Kabir (15302407)

"…A total of 6641 extracted patches were generated out of which, 947 were labeled as 0, 327 as 1+, 1401 as 2+, 2950 as 3+, and 1016 were marked for discarding. Four pre-trained image classification models, namely DenseNet201, GoogleNet, MobileNet_v2, and a Vision Transformer based model, were fine-tuned, and tested on the generated patches. …"

The utility of a deep learning-based approach in Her-2/neu assessment in breast cancer حسب Saidul, Kabir

"…A total of 6641 extracted patches were generated out of which, 947 were labeled as 0, 327 as 1+, 1401 as 2+, 2950 as 3+, and 1016 were marked for discarding. Four pre-trained image classification models, namely DenseNet201, GoogleNet, MobileNet_v2, and a Vision Transformer based model, were fine-tuned, and tested on the generated patches. …"
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Machine Learning Based Photovoltaics (PV) Power Prediction Using Different Environmental Parameters of Qatar حسب Amith Khandakar (14151981)

"…Several multiple regression models and artificial neural network (ANN)-based prediction models were trained and tested to forecast the hourly power output of the PV system. …"

An Effective Fault Diagnosis Technique for Wind Energy Conversion Systems Based on an Improved Particle Swarm Optimization حسب Majdi Mansouri (16869885)

"…In addition, the proposed reduced PSO-NN (RPSO-NN) technique not only enhances the results in terms of accuracy but also provides a significant reduction in computation time and storage cost by reducing the size of the training dataset and removing irrelevant and redundant samples. …"

Mutations in L-type amino acid transporter-2 support SLC7A8 as a novel gene involved in age-related hearing loss حسب Meritxell Espino Guarch (18810097)

"…Significant decreases in SLC7A8 transport activity was detected for patient’s variants (p.Val302Ile, p.Arg418His, p.Thr402Met and p.Val460Glu) further supporting a causative role for SLC7A8 in ARHL. …"

A Novel Genetic Algorithm Optimized Adversarial Attack in Federated Learning for Android-Based Mobile Systems حسب Faria Nawshin (21841598)

"…<p dir="ltr">Federated Learning (FL) is gaining traction in Android-based consumer electronics, enabling collaborative model training across decentralized devices while preserving data privacy. …"

Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition حسب Abboud, Ralph

"…We conducted a large battery of tests to evaluate MUSEC’s effectiveness and efficiency in both sentiment analysis and composition. It was trained on a specially constructed set of 120 MIDI pieces, including 70 sentiment-annotated pieces: the first significant dataset of sentiment-labeled MIDI music made available online as a benchmark for future research in this area. …"
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Deep learning-based beat-to-beat arterial blood pressure estimation using distant radar signals حسب Farhana Ahmed Chowdhury (22564808)

"…While traditional cuff-based approaches are non-invasive, they have limitations in providing continuous blood pressure monitoring. …"

Decision Making Based on Data Analysis Involving Different Stakeholders in Secondary Public and Private Schools of Dubai حسب AL-AZZAM, BAYAN AHMAD

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MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN حسب Maria Siddiqua (17949149)

"…The results confirm that both components play significant roles in the effectiveness of MACGAN, with the discriminator ensuring adversarial training and the attention blocks effectively capturing and enhancing important image features.…"

Deep Learning-Based Classification of Chest Diseases Using X-rays, CT Scans, and Cough Sound Images حسب Hassaan Malik (10486121)

"…The proposed DCDD_Net model is trained and evaluated on 20 publicly available benchmark chest disease datasets of CXR, CT scan, and cough sound images. …"

Exploration and analysis of On-Surface and In-Air handwriting attributes to improve dysgraphia disorder diagnosis in children based on machine learning methods حسب Jayakanth, Kunhoth

"…This approach has significantly reduced the number of features by about 85%. …"
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