Coati optimization algorithm for brain tumor identification based on MRI with utilizing phase-aware composite deep neural network by Rajesh Kumar Thangavel (20591164)

“…In this research, Utilizing Phase-aware Composite Deep Neural Network Optimized with Coati Optimized Algorithm for Brain Tumor Identification Based on Magnetic resonance imaging (PACDNN-COA-BTI-MRI) is proposed. …”

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. …”

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

Mathematical notations. by Yaling Li (3071841)

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Summary of previous review studies. by Yaling Li (3071841)

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Parameters valued. by Yaling Li (3071841)

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The optimal result. by Yaling Li (3071841)

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The optimal route of FR (above) and PR (below) scheme. by Yaling Li (3071841)

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Average result of 5 runs with MF and HF. by Yaling Li (3071841)

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Final values of parameter. by Yaling Li (3071841)

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Two-echelon distribution network. by Yaling Li (3071841)

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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)

“…<div><p>A real-time stable multi-target tracking method based on the enhanced You Only Look Once-v8 (YOLOv8) and the optimized Simple Online and Realtime Tracking with a Deep association metric (DeepSORT) for real-time stable multi-target tracking (S-YOFEO) is proposed to address the issue of target ID transformation and loss caused by the increase of practical background complexity. …”

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. …”