The workflow of Algorithm 2 with the example in by Badhan Das (7434362)

Overview of Algorithm 2. by Hao Zhang (15339)

“…Firstly, the log parsing algorithm is used to parse the logs. Then, the feature extraction algorithm, which combines Long Short-Term Memory and Autoencoder-Decoder, is applied to extract features. …”

LSTM auto encoder algorithm illustration. by Hao Zhang (15339)

“…Firstly, the log parsing algorithm is used to parse the logs. Then, the feature extraction algorithm, which combines Long Short-Term Memory and Autoencoder-Decoder, is applied to extract features. …”

The accuracy of all employed learning algorithms. by Quan Shao (20148209)

Features selection using the Boruta algorithm. by Nishat Tasnim Thity (21755858)

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Parameters of the machine learning algorithms used in the study. by Xiaoyan Yang (259084)

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Flowchart of the algorithm. by Xingan Fu (21594713)

Sanitized databases using MLHProtector algorithm. by Loan T. T. Nguyen (20660789)

“…<div><p>Privacy is as a critical issue in the age of data. Organizations and corporations who publicly share their data always have a major concern that their sensitive information may be leaked or extracted by rivals or attackers using data miners. …”

Data propagation algorithm stages. by Fazia Akhtar (21453122)

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Excerpts from the raw acquired data set with the tracking algorithm. by Hannes Benecke (17409369)

Participant selection algorithm. by Alex Gough (16734033)

Prediction performance compared with the CART algorithm. by Yixian Wen (12201388)

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An example shows how XAI algorithm helps an expert to make a decision. by Shuvo Biswas (21728782)

Ranking of ML algorithms. by Yasemin Ayaz Atalan (21989402)

“…Especially changes in energy usage rates make it necessary to use renewable energy resources to be sustainable. …”

Participant selection algorithm. by Alex Gough (16734033)

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

Prediction percentage distribution using different algorithms applied in our research. by Md Junayed Hossain (22615268)

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Prediction performance compared with random forest algorithm. by Yixian Wen (12201388)

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Classification accuracy of feature set 2 and feature set 3 in each algorithm. by Quan Shao (20148209)

Proportion of simulated data with improved likelihood from using multiple restarts (Algorithm 1). by Jesse Wheeler (18462457)

Subjects: “…routinely applicable algorithm…”