Prediction of pressure gradient for oil-water flow: A comprehensive analysis on the performance of machine learning algorithms حسب Md Ferdous Wahid (13485799)

"…While the previous studies mostly used ANN to demonstrate the capability of MLs to predict PG over the mechanistic or correlation-based models, the present research has shown that GP is even better than ANN using a wide range of FPs and a large data set.</p><h2>Other Information</h2><p dir="ltr">Published in: Journal of Petroleum Science and Engineering<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.petrol.2021.109265" target="_blank">https://dx.doi.org/10.1016/j.petrol.2021.109265</a></p>…"

A systematic review of recent advances in the application of machine learning in membrane-based gas separation technologies حسب Farideh Abdollahi (22303153)

"…<p dir="ltr">Machine learning (ML) has proven to be an effective tool for accelerating the discovery of high-performance <u>polymeric membranes</u> and materials for gas separation. …"

DiaNet: A Deep Learning Based Architecture to Diagnose Diabetes Using Retinal Images Only حسب Mohammad Tariqul Islam (7854059)

"…Comparing the performance of DiaNet against the existing clinical data-based machine learning models, we conclude that the retinal images contain sufficient information to distinguish the Qatari diabetes cohort from the control group. …"

A novel multi-scale violence and public gathering dataset for crowd behavior classification حسب Almiqdad Elzein (13141038)

A novel few shot learning derived architecture for long-term HbA1c prediction حسب Marwa Qaraqe (10135172)

"…Short-term CGM time-series data are processed using both novel image transformation approaches, as well as using conventional signal processing methods. …"

State-of-the-Art Review on Recent Advancements on Lateral Control of Autonomous Vehicles حسب Archishman Biswas (16904649)

Examining engineering students' perceptions of learner agency enactment in problem‐ and project‐based learning using Q methodology حسب Xiangyun Du (6061697)

"…<p></p><div> <h3> Background</h3> <p>Few studies have reported how students enact learner agency in a team setting or examined what elements of team settings students perceive as more supportive of their learning in problem- and project-based learning (PBL) processes.…"

Artificial Intelligence for Detecting and Quantifying Fatty Liver in Ultrasound Images: A Systematic Review حسب Fahad Muflih Alshagathrh (18427950)

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)

"…</p><h2>Other Information</h2> <p> Published in: Biomedical Signal Processing and Control<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.bspc.2023.104715" target="_blank">https://dx.doi.org/10.1016/j.bspc.2023.104715</a></p>…"

A dual-stage deep learning approach for robust detection and identification of hardware trojans using monte-carlo dropout حسب Arash Golabi (21841484)

"…The results demonstrate the effectiveness and applicability of the dual-path deep learning framework for hardware Trojan detection.</p><h2>Other Information</h2><p dir="ltr">Published in: International Journal of Information Security<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1007/s10207-025-01049-5" target="_blank">https://dx.doi.org/10.1007/s10207-025-01049-5</a></p>…"

PFT: A Novel Time-Frequency Decomposition of BOLD fMRI Signals for Autism Spectrum Disorder Detection حسب Samir Brahim Belhaouari (9427347)

"…To date, most ASD studies have relied primarily on the operational connectivity and structural metrics of fMRI data processing while neglecting the temporal dynamics components. …"

CNN feature and classifier fusion on novel transformed image dataset for dysgraphia diagnosis in children حسب Jayakanth Kunhoth (14158908)

"…Among the task-specific models, the SVM trained on word data achieved the highest accuracy of 91.7%. In the case of ensemble learning, soft voting ensembles of task-specific CNNs achieved an accuracy of 90.4%. …"

Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures حسب Khatereh Mohammadi (17309662)

"…<p dir="ltr">In today’s era of increasing data complexity and pervasive noise, robust techniques for data processing, reconstruction, and denoising are crucial. …"

Metamorphic relation automation: Rationale, challenges, and solution directions حسب Emran Altamimi (21397883)

"…The results show that this field is still in its infancy with opportunities for novel work, especially in methods utilizing machine learning.</p><h2>Other Information</h2><p dir="ltr">Published in: Journal of Software: Evolution and Process<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1002/smr.2509" target="_blank">https://dx.doi.org/10.1002/smr.2509</a></p>…"

DoFP-ML: A Machine Learning Approach to Food Quality Monitoring Using a DoFP Polarization Image Sensor حسب Maen Takruri (10873368)

"…The proposed system uses Machine Learning Systems namely, Support Vector Regression (SVR) and Gaussian Process Regression (GPR), to estimate the age of apples and determine if they are fit for consumption even before the external rot appears on the fruit. …"

Fast Transient Stability Assessment of Power Systems Using Optimized Temporal Convolutional Networks حسب Mohamed Massaoudi (16888710)

A conjugate self-organizing migration (CSOM) and reconciliate multi-agent Markov learning (RMML) based cyborg intelligence mechanism for smart city security حسب S. Shitharth (12017480)

"…Here, the Quantized Identical Data Imputation (QIDI) mechanism is implemented at first for data preprocessing and normalization. …"

TIDCS: A Dynamic Intrusion Detection and Classification System Based Feature Selection حسب Zina Chkirbene (16869987)

"…However, high dimensional data present a significant challenge for machine learning techniques. …"

Spectral energy balancing system with massive MIMO based hybrid beam forming for wireless 6G communication using dual deep learning model حسب Ramesh Sundar (19326046)

Code-Mixed Street Address Recognition and Accent Adaptation for Voice-Activated Navigation Services حسب Syed Meesam Raza Naqvi (22225462)