Structure of the Kuhn-Munkres Algorithm. by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

The relevant code in the manuscript can be found in the supporting information data file. by Xini Fang (20861990)

Results of RF algorithm screening factors. by Jintao Li (448681)

Comparative performance evaluation of 3Mont with other feature selection algorithms over 10 iterations. by Miray Unlu Yazici (14792680)

COMET: A Machine-Learning Framework Integrating Ligand-Based and Target-Based Algorithms for Elucidating Drug Targets by Haojie Wang (3072141)

“…COMET leverages carefully curated data sets encompassing 2685 human targets of therapeutic relevance and 990,944 ligand-target interaction pairs. …”

COMET: A Machine-Learning Framework Integrating Ligand-Based and Target-Based Algorithms for Elucidating Drug Targets by Haojie Wang (3072141)

“…COMET leverages carefully curated data sets encompassing 2685 human targets of therapeutic relevance and 990,944 ligand-target interaction pairs. …”

COMET: A Machine-Learning Framework Integrating Ligand-Based and Target-Based Algorithms for Elucidating Drug Targets by Haojie Wang (3072141)

“…COMET leverages carefully curated data sets encompassing 2685 human targets of therapeutic relevance and 990,944 ligand-target interaction pairs. …”

Data (3). by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

Curve of data size vs. running time. by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

Data Sheet 1_Closing the loop: establishing an autonomous test-learn cycle to optimize induction of bacterial systems using a robotic platform.pdf by Jan Benedict Spannenkrebs (20595722)

“…Although robotics can significantly speed up the data collection process, the collation and analysis of the resulting data, needed to reprogram and refine workflows for future iterations, is often a manual process. …”

Flow chart of the search process. by Lei Gao (6566)

Data Sheet 1_Construction of a prognostic model for endometrial cancer related to programmed cell death using WGCNA and machine learning algorithms.zip by Weicheng Pan (12629762)

Data labeling. by Saad Hammood Mohammed (20623506)

“…Future research should focus on integrating real-world smart grid data for validation, developing adaptive learning mechanisms, exploring other bio-inspired optimization algorithms, and addressing real-time processing and scalability challenges in large-scale deployments.…”

Data description and sources. by Xiaodan Li (132227)

Hyperparameter settings. by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

Initial weight values and correlation thresholds. by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

Ablation experiment results comparison. by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

Adjustment step size. by Qingnan Ji (22662198)

“…These modalities differ in structure, timing, and data volume, often leading to mismatches, low computational efficiency, and suboptimal user experiences during the integration process. …”

The standard characteristics of study table. by Xinrui Li (443177)

“…Data reliability was ensured through a stringent cross-verification process whereby two independent researchers validated all AI-generated content against original source materials. …”

The terms used in the database search. by Xinrui Li (443177)

“…Data reliability was ensured through a stringent cross-verification process whereby two independent researchers validated all AI-generated content against original source materials. …”