Kinship recognition from faces using deep learning with imbalanced data حسب Hadid, Abdenour

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Real-time AI-based inference of people gender and age in highly crowded environments حسب Jasseur Abidi (17870426)

"…The objective of this paper is to address the challenges of gender and age identification in very crowded/noisy environments where faces are unclear and/or people are moving in relatively random directions. …"

MEDIC: a multi-task learning dataset for disaster image classification حسب Firoj Alam (14158866)

A Novel Bayesian Outlier Score Based on the Negative Binomial Distribution for Detecting Aberrantly Expressed Genes in RNA-Seq Gene Expression Count Data حسب Edin Salkovic (16891479)

Neuro-symbolic representation learning on biological knowledge graphs حسب Mona Alshahrani (3576653)

Estimating Homophily in Social Networks Using Dyadic Predictions حسب George Berry (5807582)

Ultraliser: a framework for creating multiscale, high-fidelity and geometrically realistic 3D models for <i>in silico</i> neuroscience حسب Marwan Abdellah (4435360)

A Novel Discrete Time Series Representation With De Bruijn Graphs for Enhanced Forecasting Using TimesNet حسب Mert Onur Cakiroglu (22927777)

"…<p dir="ltr">In this paper, we present a novel method for advancing time series forecasting by representing discretized time series data through de Bruijn Graphs (dBGs). …"

Bias-aware face mask detection dataset حسب Alperen Kantarcı (20151456)

"…Early attempts to collect face mask datasets did not account for potential race, gender, and age biases. Therefore, the resulting models show inherent biases toward specific race groups, such as Asian or Caucasian. …"

Variable Selection in Data Analysis: A Synthetic Data Toolkit حسب Mitra, Rohan

"…Lastly, we provide public access to the generated datasets to facilitate bench-marking of new feature selection algorithms in the field via our Github repository. The contributions of this paper aim to foster the development of novel feature selection algorithms and advance their study.…"
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MSEUnet: Refined Intima-media segmentation of the carotid artery based on a multi-scale approach using patch-wise dice loss حسب Najmath Ottakath (17430912)

"…The source code for the functions discussed in this paper will be available at https://github.com/Vlabgit/MSEUnet.git.…"

Analysing Satellite Imagery Classification under Spatial Domain Shift across Geographic Regions حسب Sara A. Al-Emadi (22827935)

"…This challenge is prominent in satellite imagery classification due to the scarcity of data from underrepresented regions such as Africa and Oceania. In this paper, we address the limitations of existing datasets in capturing distribution shifts caused by geospatial differences between geographic regions by constructing a new, large-scale dataset called Domain Shift across Geographic Regions (DSGR). …"

Adaptive PPO With Multi-Armed Bandit Clipping and Meta-Control for Robust Power Grid Operation Under Adversarial Attacks حسب Mohamed Massaoudi (16888710)

"…However, maintaining high operational stability is increasingly challenging due to evolving grid complexities and potential adversarial threats. This paper proposes a novel composite enhanced proximal policy optimization (CePPO) algorithm to improve power grid operation under adversarial conditions. …"