PoW vs PBFT based on consensus stability. حسب Shamsudeen Sajna (22600978)

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Arbitrary Design of DNA-Programmable 3D Crystals through Symmetry Mapping حسب Jason S. Kahn (2744830)

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Algorithm design of XGBoost Cox model used in 1°P-CARDIAC full model. حسب Yekai Zhou (17285873)

Research on Olympic medal prediction based on GA-BP and logistic regression model checklist حسب Sanglin Zhao (20599835)

"…By estimating the number of Olympic gold medals and total medals, verifying the accuracy of the model, and predicting the medal table for the 2028 Los Angeles Olympics. Meanwhile, based on the synthetic control model, Estonia and China were selected as research subjects to construct a virtual control group and two experimental groups for analysis.…"

Different algorithms’ performance across 8 cores. حسب Yongan Feng (7345193)

"…<div><p>To address the instability and performance issues of the classical K-Means algorithm when dealing with massive datasets, we propose SOSK-Means, an improved K-Means algorithm based on Spark optimization. …"

Different algorithms’ performance across 4 cores. حسب Yongan Feng (7345193)

"…<div><p>To address the instability and performance issues of the classical K-Means algorithm when dealing with massive datasets, we propose SOSK-Means, an improved K-Means algorithm based on Spark optimization. …"

Q-Learning state definition based on objective medians. حسب Zhongfeng Li (3965060)

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F1-scores of anomaly detection algorithms. حسب GaoXiang Zhao (21499525)

"…Under the framework of model averaging, this paper proposes a criterion for the selection of weights in the aggregation of multiple models, employing a focal loss function with Mallows’ form to assign weights to the base models. …"

Computing time for the real-world analysis for each algorithm under consideration. The analysis is based on data from the National Health and Nutrition Examination Survey (NHANES)... حسب Mohammad Ehsanul Karim (3234213)

Block diagram for IoT-based irrigation system. حسب Gourab Saha (8987405)

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Hardware design for IoT-based irrigation system. حسب Gourab Saha (8987405)

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Dataset 1: Zip file containing the figures of the presented methods and results in jpeg files حسب Suchismita Behera (22027316)

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Reputation scores suitable for different healthcare settings based on analysis. حسب Shamsudeen Sajna (22600978)

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Twelve key risk factors for LBW identified by four feature selection techniques. حسب Nourin Sultana (22339463)

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Interpretable QSAR modelling for immunotoxicity prediction using enhanced fingerprint and SHAP-based feature selection حسب D.R. Shin (22565122)

"…Three tree-based machine learning algorithms, in conjunction with robust feature selection techniques, were employed to identify critical molecular determinants associated with immunosuppressive effects. …"

Flow diagram of the patient selection process. حسب Li Wang (15202)

"…Finally, a unique double-layer stacking model is designed to improve the performance of the algorithm. Seven classical artificial intelligence methods of Logistic Regression (LR), Decision Tree (DT), Support Vector Machine (SVM), Random Forest (RF), Adaptive Boosting (ADB), Extra Tree (ET), and Gradient Boosting Decision Tree (GBDT) were selected as candidate models for the base model of the first layer of the model, and extreme gradient enhancement (XGBOOST) was selected as the meta-model for the second layer.…"

Non-dominated flood management scenarios identified in the multi-objective decision space. حسب Ghazi Al-Rawas (16857943)

الموضوعات:

Relationship between NPV and main optimization objectives: cost of designing, SUFRI, and overflow. حسب Ghazi Al-Rawas (16857943)

الموضوعات:

Structure of decision variables for flood control system design. حسب Ghazi Al-Rawas (16857943)

الموضوعات:

Location of the Wadi Sarami as the case study. حسب Ghazi Al-Rawas (16857943)

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