458 citations
- Austral University of ChileCL8 papers
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39 papers
Constrained Padé Ensembles for Thermal N=4 SYM: Quantified Uncertainties and Next-Order Predictions
Ubaid Tantary
We quantify the transition between weak and strong coupling in thermal supersymmetric Yang--Mills (SYM) theory in four space-time dimensions by constructing an \emph{a…
L-XAIDS: A LIME-based eXplainable AI framework for Intrusion Detection Systems
Aoun E Muhammad, Kin-Choong Yow, Nebojsa Bacanin-Dzakula +1
Recent developments in Artificial Intelligence (AI) and their applications in critical industries such as healthcare, fin-tech and cybersecurity have led to a surge in research in…
Efficient Feature Extraction Using Light-Weight CNN Attention-Based Deep Learning Architectures for Ultrasound Fetal Plane Classification
Arrun Sivasubramanian, Divya Sasidharan, Sowmya V +1
Ultrasound fetal imaging is beneficial to support prenatal development because it is affordable and non-intrusive. Nevertheless, fetal plane classification (FPC) remains challengin…
Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI
Jayanth Mohan, Arrun Sivasubramanian, V Sowmya +1
Skin diseases affect over a third of the global population, yet their impact is often underestimated. Automating skin disease classification to assist doctors with their prognosis…
Thermodynamics and Perturbative Analysis of Some Newly Developed Theories Under the Scenario of Conserved Energy-momentum Tensor
M. Zubair, Saira Waheed, Quratulien Muneer +1
The present work is devoted to explore some interesting cosmological features of a newly proposed theory of gravity namely theory, where and represen…
On the Impact of Multi-dimensional Local Differential Privacy on Fairness
Karima Makhlouf, Heber H. Arcolezi, Sami Zhioua +2
Automated decision systems are increasingly used to make consequential decisions in people's lives. Due to the sensitivity of the manipulated data as well as the resulting decision…