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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

V. Artemchuk

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3 papers indexed here

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Open access Sep 2026

Managed Decarbonization or Structural Emissions Decline? An LMDI, Gross Carbon-Cost Exposure, and Investment-Capacity Assessment of Germany, Poland, and Ukraine

A decline in CO2 emissions is often treated as evidence of successful climate policy, although the same outcome may reflect technological modernization, economic contraction, demographic decline, deindustrialization, or external shocks. Accordingly, the objective is to test whether comparable headline reductions reflec...

O. Matukhno, V. Stanytsina, K. Belokon et al. · 0 citations
Open access Sep 2026

A Bounded Threat–Actor-Conditioned Cyber Risk Assessment Framework for Networked Systems Under Data-Scarce Conditions

Cyber risk assessment often combines likelihood and impact, but likelihood is difficult to justify when incident data are scarce and threat relevance depends on a specific actor. Existing attacker-aware methods improve context but frequently require attack graphs, vulnerability inventories, threat-intelligence feeds, e...

V. Zhora, Anatolii Antoniuk, S. Matvieiev et al. · 0 citations
Open access Aug 2026

Embedded ONNX Versus Python Sidecar Inference for Anomaly-Aware Availability Response in Spring Boot Microservices: An Architectural Evaluation

The evidence supports a narrow architectural conclusion: in-process ONNX is a lower-latency and lower-footprint execution path for the tested lightweight model.

Tymofii Bondaruk, Oleksandr Tsypliak, V. Shkarupylo et al. · 0 citations

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