Supplementary file 1_Comparative evaluation of fast-learning classification algorithms for urban forest tree species identification using EO-1 hyperion hyperspectral imagery.docx by Veera Narayana Balabathina (22518524)

“…This study focuses on developing an efficient classification framework for species-level tree mapping in the Hauz Khas Urban Forest, New Delhi, India, using EO-1 Hyperion hyperspectral imagery.…”

Flowchart of the implemented Pareto optimization algorithm. by Vytautas Abromavičius (22008573)

Supplementary Material for: Implementation of machine learning algorithms to screen for advanced liver fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD): an in-depth explanatory analysis by Dabbah S. (19947807)

“…Background This study aimed to train machine learning algorithms(MLAs) to detect advanced fibrosis(AF) in MASLD patients at the level of primary care setting and to explain the predictions to ensure responsible use by clinicians. …”

SCADET algorithm parameter configuration (Python implementation). by Xiaolong Zhang (470454)

(a) Proposed dynamic low RF-complexity DBF architecture. by Usman Haider (12630481)

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File includes code "Transfer learning.R" and "updatebeta.cpp" for implementing transfer learning methods. by Lulu Pan (8977979)

A chart of associated parameters, along with various other miscellaneous parameters [39]. by Usman Haider (12630481)

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Flowchart of the study. by Usman Haider (12630481)

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Number of selected antennas per group, NLOS street canyon scenario. by Usman Haider (12630481)

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Channel capacity of MIMO system with variable . by Usman Haider (12630481)

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Channel capacity of MIMO system with NLOS street canyon scenario. by Usman Haider (12630481)

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Channel capacity of MIMO system with LOS street canyon scenario. by Usman Haider (12630481)

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Probability of LOS models and average transmit correlation analysis for MIMO system in street canyon and shopping mall scenarios, (a) Probability of LOS models. by Usman Haider (12630481)

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Statistical analysis of the (a) Percentage of several subarrays formed (same as the required number of RF chains). by Usman Haider (12630481)

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Number of selected antennas per group, LOS street canyon scenario. by Usman Haider (12630481)

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Extracting Residue Solvent Exposure from Covalent Labeling Data with Machine Learning: A Hybrid Approach for Protein Structure Prediction by Elijah H. Day (21396836)

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The machine learning framework implemented in the present work. by Akshansh Mishra (21001499)

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

“…To address this issue, this work suggests two PPUM algorithms, namely <b>MLHProtector</b> and <b>FMLHProtector</b>, to operate at all abstraction levels in a transaction database to protect them from data mining algorithms. …”

The hyper-parameter settings used in this study. by Ailian Gao (20629841)

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Clinical use algorithm. by Chibuike K. Uwakwe (22655742)