Frataxin is a mitochondrial iron-binding protein whose deficiency causes Friedreich's ataxia, yet the dynamic mechanisms by which this protein communicates iron-binding events to distal regions remain poorly understood. Traditional correlation-based analyses identify coupled residue motions but cannot resolve the direc...
Kevser Kübra Kırboğa, E. Küçüksille· The FEBS Journal· 0 citations
The practical value of quantum machine learning for network anomaly detection remains unclear under controlled and comparable benchmarking conditions. This study evaluates a trash-qubit-based Quantum Autoencoder (QAE) against seven classical anomaly-detection methods on UNSW-NB15 using shared data partitions, preproces...
Gönül Altay, E. Küçüksille· Electronics· 0 citations
S Sectoral findings suggest that short-term declines around 2020 are concentrated in transport and energy-related sectors, while agriculture and industrial/process-related emissions remain relatively stable.
Damla Yalçıner Çal, E. Küçüksille· GAZI UNIVERSITY JOURNAL OF S...· 0 citations
XOps is proposed, a five-layer reference architecture integrating PlatformOps, DataOps, MLOps and AIOps beneath an Agentic Orchestration layer with Policy-as-Code governance, together with a continuous-time Markov chain model quantifying the availability effect of agent-driven remediation.
Mete Köse, E. Küçüksille· Scientific Reports· 0 citations
The findings suggest that staged hybrid optimization can offer a practically deployable alternative for low-resource, domain-specific dialog generation under latency, privacy, and infrastructure constraints.
Ayhan Arısoy, E. Küçüksille· Journal of Supercomputing· 0 citations
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