DE algorithm flow. حسب Ling Zhao (111365)

"…In the experiments, optimization metrics such as kinematic optimization rate (calculated based on the shortest path and connectivity between functional areas), space utilization rate (calculated by the ratio of room area to total usable space), and functional fitness (based on the weighted sum of users’ subjective evaluations and functional matches) all perform well. …"

Test results of different algorithms. حسب Ling Zhao (111365)

"…In the experiments, optimization metrics such as kinematic optimization rate (calculated based on the shortest path and connectivity between functional areas), space utilization rate (calculated by the ratio of room area to total usable space), and functional fitness (based on the weighted sum of users’ subjective evaluations and functional matches) all perform well. …"

Spearman correlation coefficient results for classification algorithms (predicted probabilities) and regression algorithms (predicted IC50 values). حسب Sofia P. Miranda (11418930)

الموضوعات:

SUNRISE hybrids obtained from 36 maintainer lines (females, rows) crossed to 36 restorer lines (males, columns). حسب Brigitte Mangin (336874)

Optimizing Pharmacokinetic Property Prediction Based on Integrated Datasets and a Deep Learning Approach حسب Xiting Wang (9327613)

"…In this study, we considered both dataset and algorithm optimization to address the challenge of predicting OBA-related molecular properties. …"

Optimizing Pharmacokinetic Property Prediction Based on Integrated Datasets and a Deep Learning Approach حسب Xiting Wang (9327613)

"…In this study, we considered both dataset and algorithm optimization to address the challenge of predicting OBA-related molecular properties. …"

Optimizing Pharmacokinetic Property Prediction Based on Integrated Datasets and a Deep Learning Approach حسب Xiting Wang (9327613)

"…In this study, we considered both dataset and algorithm optimization to address the challenge of predicting OBA-related molecular properties. …"

A* Path-Finding Algorithm to Determine Cell Connections حسب Max Weng (22327159)

"…To address this, the research integrates a modified A* pathfinding algorithm with a U-Net convolutional neural network, a custom statistical binary classification method, and a personalized Min-Max connectivity threshold to automate the detection of astrocyte connectivity.…"

Most informative genes for predicting cell-line responses for Gefitinib. حسب Sofia P. Miranda (11418930)

الموضوعات:

Table_1_A scheduling route planning algorithm based on the dynamic genetic algorithm with ant colony binary iterative optimization for unmanned aerial vehicle spraying in multiple... حسب Yangyang Liu (807797)

Classification results for all subsampling scenarios and algorithms for Gefitinib. حسب Sofia P. Miranda (11418930)

الموضوعات:

Regression results for all combinations of subsampling scenarios and algorithms for Gefitinib. حسب Sofia P. Miranda (11418930)

الموضوعات:

Average RMSE rank for all combinations of subsampling scenarios and algorithms. حسب Sofia P. Miranda (11418930)

الموضوعات:

Predicting patient drug response from cell-line methylation profiles for Temozolomide (n = 85). حسب Sofia P. Miranda (11418930)

الموضوعات:

Line graph for determining K value based on elbow method. حسب Bing Li (43671)

Summary of AUC values across all combinations of subsampling scenario and algorithm. حسب Sofia P. Miranda (11418930)

الموضوعات:

Cell fishing: A similarity based approach and machine learning strategy for multiple cell lines-compound sensitivity prediction حسب E. Tejera (7470644)

"…<div><p>The prediction of cell-lines sensitivity to a given set of compounds is a very important factor in the optimization of in-vitro assays. …"

Example medication days generated for patients P4 and P6, medication times (red dots), patient’s state—TRS score (blue line) with bounds for the states (red lines) and optimal stat... حسب Tomasz Gutowski (17200042)

Descriptions of the algorithms we tested and hyperparameters that we evaluated via nested cross validation. حسب Sofia P. Miranda (11418930)

الموضوعات:

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. حسب Yuanchen Zhao (12905580)