Internet of Things (IoT) service choreographies integrate services across devices, edge servers and the cloud without a central orchestrator. Existing quality-of-service (QoS)-aware composition methods use single-value QoS, separable objectives and one-shot binding, overlooking evolving service conditions, peer-link de...
S. Sefati, Atanas Vlahov, Răzvan Crăciunescu et al.· Future Internet· 0 citations
This paper highlights that integrating the binary Shuffled Frog Leaping Optimizer with machine learning algorithms significantly improves accuracy, F1 score, precision, and sensitivity in defect prediction.
A hybrid SQLi detection framework is proposed by exploiting structural features at the payload level and contextual embeddings generated by RoBERTa and shows that the combined usage of structural and contextual information provides a more discriminative representation for SQLi detection than using one of the representa...
Bahman Arasteh, Yashar Niyayesh, Ali Mohammadjafari et al.· Journal of Computer Virology...· 0 citations
A novel dynamic community detection framework called Embedded Clustering Boundary Refinement (ECBR), which introduces a boundary-aware refinement mechanism that identifies structurally ambiguous nodes using neighborhood consistency analysis and reassigns them according to embedding-space similarity.
Asgarali Bouyer, Alireza Rouhi, Bahman Arasteh et al.· Machine Learning and Knowled...· 0 citations
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