Algorithmic experimental parameter design. حسب 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. حسب 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. …"

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

Top features identified by the stepwise additive feature selection algorithm. حسب Kylie K. Hornaday (9713558)

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). حسب Johannes Weyer (13392175)

Most important features as selected by the Sequential Feature Selection algorithm (where appropriate) and found optimal hyperparameters for the top 3 scoring models. حسب Andres Portocarrero-Bonifaz (21367929)

Scatter diagram of different principal elements. حسب Jizhong Wang (7441697)

"…<div><p>A fault diagnosis method for oil immersed transformers based on principal component analysis and SSA LightGBM is proposed to address the problem of low diagnostic accuracy caused by the complexity of current oil immersed transformer faults. Firstly, data on dissolved gases in oil is collected, and a 17 dimensional fault feature matrix is constructed using the uncoded ratio method. …"

Example measurement and analysis units for landscape elements. حسب Jaewon Han (8660295)

الموضوعات:

The method for determining the chemical constituents of unknown materials in the algorithm. حسب Dong Hyeok Choi (12562048)

The run time for each algorithm in seconds. حسب Edward Antonian (21453161)

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …"

HIV screening algorithm. حسب Wei Li A. Koay (21094209)

Model comparison using multiple metrics before balancing by SMOTE(Train-Test Split (80%-20%)). حسب Daniel Niguse Mamo (16813898)

الموضوعات:

Deep Learning-Enhanced Paper-Based Vertical Flow Assay for High-Sensitivity Troponin Detection Using Nanoparticle Amplification حسب Gyeo-Re Han (8158410)

الموضوعات:

Data_Sheet_1_Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.CSV حسب Jie Shen (31533)

Data_Sheet_2_Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.docx حسب Jie Shen (31533)

Periodic Table’s Properties Using Unsupervised Chemometric Methods: Undergraduate Analytical Chemistry Laboratory Exercise حسب Adrian Gabriel Pereira de Quental (20382423)

الموضوعات:

Periodic Table’s Properties Using Unsupervised Chemometric Methods: Undergraduate Analytical Chemistry Laboratory Exercise حسب Adrian Gabriel Pereira de Quental (20382423)

الموضوعات:

D4 Training with noise—Testing with noise. حسب 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. …"

D3 training with noise—Testing without noise. حسب 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. …"

D2 training without noise—Testing with noise. حسب 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. …"