Processed results from ECG data with the P-T algorithm. حسب Daehyun Kwon (11985629)

The Search process of the genetic algorithm. حسب Wenguang Li (6528113)

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Obtained heat map for regression-based algorithms. حسب Akshansh Mishra (21001499)

الموضوعات:

Performance of different machine learning algorithms. حسب Apichat Suratanee (634281)

Feature importance plot obtained for regression-based algorithms. حسب Akshansh Mishra (21001499)

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The main components and data flow of the proposed algorithm. حسب Raed Alharthi (18340157)

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Confusion Matrix for Subspace algorithm (3000 Learning Cycles) providing insight into the performance evaluation of Subspace algorithm. حسب Sadia Nazim (21440115)

Prediction of pharmaceuticals occurrence based on sales data and Machine learning algorithms. حسب Júlia Bijos (14489543)

"…</p><p dir="ltr"><b>Antibioticos/Carbamazepina</b>: contains the main codes of the prediction models to classify the occurrence concentrations of some antibiotics and Carbamazepine, by tree boosting algorithms.</p><p dir="ltr"><b><u>Sensitivity Analysis</u></b></p><p dir="ltr"><b>cargas25_50_75_AS:</b> contains the pre processed updated dataset of pharmaceuticals sales data for the 3 scenarium conditions.…"

Results obtained from the supervised machine learning regression-based algorithms in the present work. حسب Akshansh Mishra (21001499)

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Decision tree construction process in Microsoft decision tree algorithm. حسب Liangzheng Wu (20501304)

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Results obtained from the supervised classification-based machine learning algorithms to predict deposition quality. حسب Akshansh Mishra (21001499)

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Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

Genetic algorithm flowchart. حسب Wenguang Li (6528113)

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Evaluation of model aggregation algorithms. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Comparison of homomorphic encryption algorithms. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Path data for different algorithms in four different environments. حسب Tengfei Ma (597633)

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Genetic algorithm iteration data chart. حسب Wenguang Li (6528113)

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Performance of various biclustering algorithms on FilmTrust dataset with Q-learning. حسب Muhammad Waqar (500788)

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Video 1_Learning-based control for tendon-driven continuum robotic arms.mp4 حسب Nima Maghooli (21710783)

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Summary of the metrics of the different trained algorithms that performed best in the Testing process for each dataset. حسب Jaime B. Matas-Bustos (21772430)