Search Results - (( java implementation svm algorithm ) OR ( waste reduction utilizing algorithm ))

Features selection for intrusion detection system using hybridize PSO-SVM by Tabaan, Alaa Abdulrahman

“…Hybridize Particle Swarm Optimization (PSO) as a searching algorithm and support vector machine (SVM) as a classifier had been implemented to cope with this problem. …”
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Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde by Ogunfolajin Maruff , Tunde

“…The support vector machines (SVM) algorithm obtained the overall best results of 94.5% accuracy, 91.8% precision, 91.7% recall, and 91.1% f-Measure while the naïve bayes (NB) algorithm obtained the best AUC score of 0.944 with the tweet data of Dato Seri Anwar. …”
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Machine learning based-model to predict catalytic performance on removal of hazardous nitrophenols and azo dyes pollutants from wastewater by Khan M.S.J., Sidek L.M., Kumar P., Alkhadher S.A.A., Basri H., Zawawi M.H., El-Shafie A., Ahmed A.N.

Dynamic Task Offloading Algorithm for optimising IoT network quality of service in the Mobile-Fog-Cloud System by Nwogbaga, Nweso Emmanuel

“…The proposed algorithms achieved minimized data reduction ratio, number of deployed tasks, energy consumption, delay; and in addition, increased throughput, and better resource utilization, which in all enhanced the overall network quality of service. …”
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Incorporating energy generation process in environmental assessment of a biopharmaceutical process by Auni Hamimi, Idris

“…Therefore, this work aims to estimate the PET value from WFT and pure steam generation using a simple algorithm which is modified from Waste Reduction (WAR) Algorithm. …”
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Applying machine learning and particle swarm optimization for predictive modeling and cost optimization in construction project management by almahameed, Bader aldeen, Bisharah, Majdi

“…Particle Swarm Optimization (PSO) has demonstrated its efficacy in addressing the issue of construction waste reduction and enhancing the accuracy of cost estimation through the identification of optimal combinations of variables. …”
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Incorporating Potential Environmental Impact from Water for Injection in Environmental Assessment of Monoclonal Antibody Production by A., Idris, Chua, Gek Kee, Mohamad Rizza, Othman

“…The PEI of these pollutants was estimated based on a modified Waste Reduction (WAR) Algorithm. For data generation, MED was simulated in SuperPro Designer®. …”
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Determination of energy usage and potential environment impact (pei) of a multi effect distillation system for production of water for injection (wfi) in pharmaceutical industries by Nur Mahirah, Hibrahim

“…In order to know the emission of mass and energy would emit to environmental, we used the waste reduction (WAR) algorithm methodology analysis to access the energy usage in process which is potential environmental impact (PEI) and economic impact. …”
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