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

Sensor value scenario for fuzzy logic algorithm. by Gourab Saha (8987405)

“…The experimental results demonstrated that fuzzy logic has faster calibration rate of 66.23% and helps to save around 61% water in comparison to average logic algorithm. The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …”

Model code by Waltraud Schulze (20695250)

“…The latter provides insights into the inherent texture complexity of the image data due to the lossless coding. For classification of leaf surfaces from tree species based on the computed features, we utilized the k-nearest neighbors (kNN) algorithm with k=3. …”

Flowchart of system algorithm. by Syed Zahurul Islam (9635163)

Scatter plots of PATH⁺ and our implementation of TNet-BP’s predictions on a held-out, test subset of PDBBind v2020 refined set for one run (90:10 train:test split ratio,... by Yuxi Long (11024307)

Details of the metaheuristic algorithms. by Junhao Wei (6816803)

“…<div><p>Whale Optimization Algorithm (WOA) is a biologically inspired metaheuristic algorithm with a simple structure and ease of implementation. …”

Parameter settings for algorithms. by Junhao Wei (6816803)

“…<div><p>Whale Optimization Algorithm (WOA) is a biologically inspired metaheuristic algorithm with a simple structure and ease of implementation. …”

Data Sheet 1_Strategies for population-level identification of post-acute sequelae of COVID-19 through health administrative data.pdf by Cristina Mazzali (22090328)

“…From each included study, we extracted data on design, algorithms used for outcome identification (sources, coding systems, codes, time criteria/thresholds), and whether significant associations with SARS-CoV-2 infection were reported.…”

Algorithm flowchart of OFEO. by Wenshun Sheng (21485393)

“…Secondly, the Omni-Scale Network (OSNet) feature extraction network is implemented to enable accurate and efficient fusion of the extracted complex and comparable feature information, taking into account the restricted computational power of DeepSORT’s original feature extraction network. …”

Code snippet from “Apache Dubbo” GitHub project. by Matthew Yit Hang Yeow (20721206)

“…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …”

Data Sheet 1_Machine learning-based prediction of clinical outcomes in cervical cancer using routine hematological indices: development and web implementation.docx by Gaigai Bai (13173289)

“…Interactive web tools were implemented based on these models.</p>Conclusions<p>Comprehensive hematological profiling enables accurate prediction of cervical cancer invasiveness and survival during different decision-making periods. …”

Collaborative research: CyberTraining: Implementation: Medium: Training users, developers, and instructors at the chemistry/physics/materials science interface by Francesco Paesani (5128004)

“…The primary objectives are to establish a robust community of materials modeling developers and to enhance computational training at both undergraduate and graduate levels. The project seeks to recruit and train future leaders in materials modeling, foster community engagement, and promote coding literacy across disciplines.…”

Supporting data for "Interpreting complex ecological patterns and processes across differentscales using Artificial Intelligence" by Yifei Gu (9507104)

“…<p dir="ltr">This thesis bridges the gap between field observations and the empirical understanding of ecological systems by applying AI models at different spatial scales and hierarchical levels to study ecological complexity. The detailed implementation, source code and demo dataset are included in dedicated folders for each chapter.…”

Supporting Data for: "Commuter Carpooling Matching Model Based on Saving-Genetic Algorithm" - Commuter Locations and Travel Distance Matrix in Changchun by Shiyan Wang (1594996)

“…<p dir="ltr">This dataset provides the core data supporting the manuscript entitled "Commuter Carpooling Matching Model Based on Saving-Genetic Algorithm", enabling the implementation and validation of the proposed carpool matching model.…”

Biological Function Assignment across Taxonomic Levels in Mass-Spectrometry-Based Metaproteomics via a Modified Expectation Maximization Algorithm by Gelio Alves (51850)

“…To overcome this limitation, we implemented an expectation-maximization (EM) algorithm, along with a biological function database, within the MiCId workflow. …”

PISA-based academic studies. by Bilal Baris Alkan (21647275)

“…New prediction models based on these variables were proposed. The proposed models will give a significant advantage to policy makers who want to improve their country’s PISA score and implement appropriate education policies.…”

Element model generation method with geometric distribution errors by Yiqi Liu (21357815)

“…The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …”

Comparison of model performance changes during the RF hyperparameter optimization of the <i>Pure-ML</i> model and the implementation of the best hybrid model. by Yeonuk Kim (4589488)

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

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

Subjects: