Temporal fusion transformer-based prediction in aquaponics حسب Ahmet Metin (12832543)

"…In this research, an attention-based Temporal Fusion Transformers deep learning model was proposed and validated to forecast nitrate levels in an aquaponics environment. …"

Traffic Transformer: Transformer-based framework for temporal traffic accident prediction حسب Mansoor G. Al-Thani (19237204)

"…Existing neural network-based models generally suffer from a limited field of perception and poor long-term dependency capturing abilities, which severely restrict their performance. …"

BTM: Boundary Trimming Module for Temporal Action Detection حسب Maher Hamdi (6207746)

"…<p dir="ltr">Temporal action detection (TAD) aims to recognize actions as well as their corresponding time spans from an input video. …"

Decreased Analgesic Requirements in Super Morbidly Versus Morbidly Obese Patients Undergoing Laparoscopic Sleeve Gastrectomy حسب Hamed Elgendy (14148846)

L1-CAM knock-down radiosensitizes neuroblastoma IMR-32 cells by simultaneously decreasing MycN, but increasing PTEN protein expression حسب Rached, Johnny

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A Preliminary Assessment of Global CO₂: Spatial Patterns, Temporal Trends, and Policy Implications حسب Ahmed M. EI Kenawy (17746944)

Deep learning-based modeling of land use/land cover changes impact on land surface temperature in Greater Amman Municipality, Jordan (1980–2030) حسب Khaled F. Alkaraki (22051967)

"…This study aimed to model past, present, and future LULCC on Land Surface Temperatures in the Greater Amman Municipality (GAM) in Jordan between 1980 and 2030. …"

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

SER inspired deep learning approach to detect cardiac arrhythmias in electrocardiogram signals using Temporal Convolutional Network and graph neural network حسب Samin Yaser (22803530)

"…The proposed model processes raw ECG signals using a TCN-based feature extractor, followed by spectral graph convolutions via a GCN. …"

A Testing Framework for Blockchain-Based Energy Trade Microgrids Applications حسب Ameni Boumaiza (19160734)

Morphological changes in amblyopic eyes in choriocapillaris and Sattler’s layer in comparison to healthy eyes, and in retinal nerve fiber layer in comparison to fellow eyes through... حسب Masri, Oussama Samer

"…Results The method of measuring reflectivity is good to excellent reliability for all regions of interest except the fourth. The mean reflectivity of the choriocapillaris and Sattler’s layer in amblyopic eyes were significantly lower than in healthy eyes (p = 0.003 and p = 0.008 respectively). …"
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Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis... حسب Marissa B Reitsma (8674341)

LCMV-Based EEG & FNIRS-Based Brain Source Localization of Mental Stress حسب Almadani, Ismat Feras Ismat

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W-Transformers : A Wavelet-based Transformer Framework for Univariate Time Series Forecasting حسب Sasal, Lena

"…We present a novel framework for univariate time series representation learning based on the wavelet-based transformer encoder architecture and call it W-Transformer. …"
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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. …"

PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks حسب Rawan AlSaad (14159019)

Hyperspectral-physiological based predictive model for transpiration in greenhouses under CO₂ enrichment حسب Ikhlas Ghiat (16932564)

"…These predictive models assimilate microclimate, physiological and hyperspectral features with high temporal and spatial resolutions. The results demonstrated the inclusion of hyperspectral-based vegetation indices significantly increased the performance of the three machine learning models in predicting transpiration. …"

A Diffusion-Based Probabilistic Ultra-Short-Term Solar Power Prediction Using the Sky Image Sequences حسب Razieh Rastgoo (22457767)

"…<p dir="ltr">The inherently unpredictable nature of solar power generation, primarily due to rapidly changing cloud cover, poses a significant challenge to the operation of solar-integrated energy systems. …"

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

"…Moreover, a deep analysis of different characteristics (kinematic, dynamic, temporal, spatial, etc.) of online handwriting is conducted to examine their significance in distinguishing normal and abnormal handwritten data. …"
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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 (14158908)

"…Moreover, a deep analysis of different characteristics (kinematic, dynamic, temporal, spatial, etc.) of online handwriting is conducted to examine their significance in distinguishing normal and abnormal handwritten data. …"