Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

Spatial spectrum estimation for three algorithms. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

Performance of machine learning algorithms. by Wenxue Liu (6877754)

DCA curves on testing data of eight machine learning algorithm models. by Xin Liu (43569)

“…<p>DCA curves on testing data of eight machine learning algorithm models.</p>…”

ROC curves on testing data of eight machine learning algorithm models. by Xin Liu (43569)

“…<p>ROC curves on testing data of eight machine learning algorithm models.</p>…”

Calibration curves on testing data of eight machine learning algorithm models. by Xin Liu (43569)

“…<p>Calibration curves on testing data of eight machine learning algorithm models.</p>…”

The performance matrix of different machine learning algorithms. by Ahmad M. Al-Omari (20460931)

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

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

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

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

Subjects:

ML algorithms used in this study. by Toheeb Salahudeen (21368040)

“…Six machine learning algorithms, including Random Forest, were applied and their performance was investigated in balanced and unbalanced data sets with respect to binary and multiclass classification scenarios. …”

Optimization algorithms performance comparison across benchmark functions. by Sundreen Asad Kamal (20390818)

Algorithm for the proposed work. by Shuvo Biswas (21728782)

Subjects:

ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

Comparison of the results achieved by the algorithm with the best <i>F</i>2 score against the results presented in [9]. by André G. Coimbra (21354135)

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Conceptual diagram of the proposed system leveraging deep learning and federated learning. by Shuvo Biswas (21728782)

Subjects:

Visualization of mean absolute SHAP values for conditional algorithm for each class. by Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. by Sadia Nazim (21440115)

Comparison between Deep and Machine Learning algorithms (MAE and MSE lower the better) [25]. by Marco Alderighi (7195721)

Subjects: