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

"…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…"

Learning curves under various machine algorithms. حسب Jinlin Teng (17972595)

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ROC curves under various machine algorithms. حسب Jinlin Teng (17972595)

الموضوعات:

Data and codes for the paper "Machine-Learning-Enabled Spatial Pattern Mining: Evaluating the Impact of Imperfect Inputs". حسب Zhili Li (18836803)

"…Traditional formulations of SPM tasks are mainly based on true observations, which tend to have limited spatial coverage, availability, and timeliness. While machine learning (ML) has the potential to extend the range of usable data, the uncertainty of model-predicted labels presents new challenges for their usability in the SPM context. …"

AUW-CE Mining Algorithms & Dataset Hub حسب Shuaikang Yuan (21091847)

"…<p dir="ltr">High Utility Co-location Pattern Mining (HUCPM), as an important branch of spatial data mining, aims to extract patterns with utility values that meet or exceed a predefined threshold based on user-defined utility criteria (e.g., cost, profit). …"

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

الموضوعات:

Sanitized database obtained from the FMLHProtector algorithm. حسب Loan T. T. Nguyen (20660789)

الموضوعات:

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

Runtime of the proposed algorithms when varying <i>ξ</i>. حسب Loan T. T. Nguyen (20660789)

الموضوعات:

Runtime of the proposed algorithms when varying <i>SP</i>%. حسب Loan T. T. Nguyen (20660789)

الموضوعات:

Test data on mining capacity. حسب Kejia Liu (5699651)

Steps in the proposed Apriori algorithm. حسب Yongkang Ding (21807539)

"…The study adopted the Apriori association rule algorithm in data mining. First, the physical data of basketball players were collected and preprocessed. …"

Data sources. حسب Jinlin Teng (17972595)

الموضوعات:

S1 Data - حسب Jinlin Teng (17972595)

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Feature importance comparison between the machine learning algorithms used in this study. حسب Sukanta Chakraborty (22693681)

Spatial power spectrum of compact sound source. حسب Chuanxi Xing (20141665)

"…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…"

Prediction results under the association rule algorithm. حسب Yongkang Ding (21807539)

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

Data mining classification. حسب Yongkang Ding (21807539)

"…The study adopted the Apriori association rule algorithm in data mining. First, the physical data of basketball players were collected and preprocessed. …"

Data Sheet 1_Advances in HD-EMG interfaces and spatial algorithms for upper limb prosthetic control.pdf حسب Debora Quadrelli (22179796)

"…Recent advances in high-density electromyography (HD-EMG) and machine learning (ML) algorithms have shown potential to enhance prosthetic dexterity. …"