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Drug-drug interaction (DDI) is a significant public health issue that accounts for 30% of unanticipated clinically hazardous medication events.The past decade has seen an evolution in informatics-based research for DDI signal identification.This paper aims to create an ensemble stacking machine learning (ML) approach capable of accurately pr
Input-output analysis has been proven to be a powerful instrument for estimating embodied (direct plus indirect) energy usage through economic sectors.Using 9 economic input-output tables of years 1987, 1990, 1992, 1995, 1997, 2000, 2002, 2005, and click here 2007, this paper analyzes energy flows for the entire city of Beijing and its 30 economic
Industry 4.0 digitization requirements have led to widespread adoption of industrial wireless sensor networks (IWSNs) in manufacturing environments.These require strict control of the traffic flowing over the network to ensure the quality of service.Software-defined networks (SDNs) can address this challenge, as their centralized operation allows r
Automated fiber placement (AFP) is a composite manufacturing technique used to fabricate galaxy harmony nc complex advanced air vehicle structures that are lightweight with superior qualities.The AFP process is intricate and complex with various phases of design, process planning, manufacturing, and inspection.An understanding of each of these phas