A parabolic relationship between prediction errors and learning rates obtained by a cubic learning algorithm. by Boluwatife Ikwunne (22238697)

Python implementation of the Trajectory Adaptive Multilevel Sampling algorithm for rare events and improvements by Pascal Wang (10130612)

“…In `main.py`, the parameters for the TAMS algorithm are specified (trajectory time, time step, score function, number of particles, type of score threshold, maximum number of iterations, noise level etc.). …”

Routing optimization tool implemented as an interactive dashboard for use by community health programs in Ifanadiana District. by Mauricianot Randriamihaja (9091488)

Table_1_Quantitative Identification of Major Depression Based on Resting-State Dynamic Functional Connectivity: A Machine Learning Approach.docx by Baoyu Yan (8628765)

“…However, the performances of traditional algorithms using static functional connectivity (SFC) measures were unsatisfactory. …”

Data_Sheet_1_Quantitative Identification of Major Depression Based on Resting-State Dynamic Functional Connectivity: A Machine Learning Approach.docx by Baoyu Yan (8628765)

“…However, the performances of traditional algorithms using static functional connectivity (SFC) measures were unsatisfactory. …”

Towards story-based classification of movie scenes by Chang Liu (35901)

“…Artworks, such as operas, theatre plays, movies, TV series, cartoons, etc., contain implicit stories, which are conveyed visually (e.g., through scenes) and audially (e.g., via music and speech). …”

Image2_FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma.JPEG by Zeyu Zhang (549929)

“…The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. …”

Image1_FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma.JPEG by Zeyu Zhang (549929)

“…The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. …”

DataSheet1_FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma.xlsx by Zeyu Zhang (549929)

“…The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. …”

Image3_FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma.JPEG by Zeyu Zhang (549929)

“…The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. …”

Table_1_Potential Mechanisms for Traditional Chinese Medicine in Treating Airway Mucus Hypersecretion Associated With Coronavirus Disease 2019.XLSX by Yuanfeng Zhang (6247619)

“…Bioconductor was applied for functional enrichment analysis of targets.</p>Results<p>The core herbs of expectorant could regulate core pathways (MAP kinase activity, cytokine receptor binding, G-protein-coupled receptor binding, etc.) via interactions of ingredients (glycyrol, citromitin, etc.) on mucin family to eliminate phlegm.…”

DataSheet_1_Clear cell renal cell carcinoma: immunological significance of alternative splicing signatures.xlsx by Jiayu Zhang (128702)

“…Finally, the AS-SF regulatory network was established to clearly reveal the potential function of SFs.</p>Conclusion<p>We found novel and robust indicators (i.e., risk signature, prognostic nomogram, etc.) for the prognostic prediction of ccRCC. …”

Image_2_Genomic Regions Associated With Seed Meal Quality Traits in Brassica napus Germplasm.JPEG by Gurleen Bhinder (13046505)

“…The functional validation of these candidate genes could confirm key seed meal quality genes for germplasm enhancement programs directed at improving protein quality and reducing the antinutritional components in B. napus.…”

Image_1_Genomic Regions Associated With Seed Meal Quality Traits in Brassica napus Germplasm.JPEG by Gurleen Bhinder (13046505)

“…The functional validation of these candidate genes could confirm key seed meal quality genes for germplasm enhancement programs directed at improving protein quality and reducing the antinutritional components in B. napus.…”

Image_3_Genomic Regions Associated With Seed Meal Quality Traits in Brassica napus Germplasm.JPEG by Gurleen Bhinder (13046505)

“…The functional validation of these candidate genes could confirm key seed meal quality genes for germplasm enhancement programs directed at improving protein quality and reducing the antinutritional components in B. napus.…”

GameOfLife Prediction Dataset by David Towers (12857447)

“…<p dir="ltr">The GameOfLife dataset is an algorithmically generated dataset based off John Horton Conway's Game of Life. …”

LODE by Valentina Elce (10653490)

“…The following exclusion criteria are also applied: less than 6 or more than 9 hours of sleep per night (on average); neurological, psychiatric or neurodegenerative diseases; major sleep disorders; use of medications that could affect sleep patterns, brain functioning, or behavior; known alterations of dream or imagery generation; alcohol or drug abuse; pregnancy or breastfeeding.…”