Overnight technician routing and scheduling problem with time windows and balanced workloads: a bi-objective zebra optimization algorithm حسب Abolfazl Gharaei (21803416)

"…The performance evaluation and validation results revealed that the proposed ML-based BOZOA provides very good performance in solving TRSPTWs at a variety of scales with respect to the optimality criteria, including, number of taken iterations, infeasibility, optimality error and complementarity compared with both an exact solver and two inspired algorithms from ZOA.</p> <p><b>Highlights</b></p><p>An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPs</p><p>Centroid-based clustering on the population of zebras to avoid bias towards a specific search space</p><p>Making a trade-off between exploration and exploitation of the feasible region in the developed algorithm</p><p>A new MINLP model of a weighted bi-objective TRSP with limited capacity depots</p><p>Workload function, penalty function for lateness, subcontracts, time windows for tasks and breaks</p><p>Experiments using real data to show the performance of the model and solution method</p><p></p> <p>An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPs</p> <p>Centroid-based clustering on the population of zebras to avoid bias towards a specific search space</p> <p>Making a trade-off between exploration and exploitation of the feasible region in the developed algorithm</p> <p>A new MINLP model of a weighted bi-objective TRSP with limited capacity depots</p> <p>Workload function, penalty function for lateness, subcontracts, time windows for tasks and breaks</p> <p>Experiments using real data to show the performance of the model and solution method</p>…"

Data Sheet 2_Machine learning algorithm based on combined clinical indicators for the prediction of infertility and pregnancy loss.zip حسب Rui Zhang (13940)

"…</p>Results<p>Multivariate analysis revealed significant differences in several factors between the patients and the control group. 25-hydroxy vitamin D3 (25OHVD3) was the factor exhibiting the most prominent difference, and most patients presented deficiency in the levels of this vitamin. 25OHVD3 is associated with blood lipids, hormones, thyroid function, human papillomavirus infection, hepatitis B infection, sedimentation rate, renal function, coagulation function, and amino acids in patients with infertility. …"

Data Sheet 1_Machine learning algorithm based on combined clinical indicators for the prediction of infertility and pregnancy loss.docx حسب Rui Zhang (13940)

"…</p>Results<p>Multivariate analysis revealed significant differences in several factors between the patients and the control group. 25-hydroxy vitamin D3 (25OHVD3) was the factor exhibiting the most prominent difference, and most patients presented deficiency in the levels of this vitamin. 25OHVD3 is associated with blood lipids, hormones, thyroid function, human papillomavirus infection, hepatitis B infection, sedimentation rate, renal function, coagulation function, and amino acids in patients with infertility. …"

<b>Protein-Protein interaction (PPI) network of differentially acetylated proteins</b><b> by Aspirin during differentiation of THP-1 cell towards macrophage</b> حسب Li Xing (21105170)

Genome-wide identification of candidate regions associated with birth weight in Lori-Bakhtiari sheep using Random Forest algorithm حسب Mohammad Hossein Moradi (11400671)

"…The results showed that RF is an efficient method for identifying a subset of SNPs with putative functional roles in birth weight. Among 41 candidate genes identified, <i>DOCK4</i>** <b>and</b><b> </b><b><i>LHCGR</i></b> **genes, which were linked with the highest ranked SNPs, are known to influence body weight traits. …"

Data for "A multi-objective platform for autonomous property targeting and optimization of colloidal lead halide perovskite quantum dots" حسب Neal Munyebvu (19690954)

Longitudinal trajectories of functional network development across the birth transition. حسب Lanxin Ji (20290942)

"…Stronger RSFC within networks affirms validity of the network clustering algorithm. (B) Functional parcels and networks. (C) Age effect on the ROI-to-ROI functional connectivity. …"

Identification, validation, and functional analyses of hub immune-related genes. حسب Chengjun Yu (12136227)

Prognostic Correlation Analysis of Different Risk Factors in GC. حسب Jie Chu (293795)

GSVA analysis of differentially expressed genes in high and low risk groups. حسب Jie Chu (293795)

Identification of the role of dusp1 in gastric cancer. حسب Jie Chu (293795)

Nomogram and DCA Analysis of Prognostic Assessment. حسب Jie Chu (293795)

Analysis Results of Mitophagy Genes Based on Multi-Omics. حسب Jie Chu (293795)

Effect of Mitophagy Score on Immunotherapy for Different Datasets. حسب Jie Chu (293795)

DUSP1 expression and effect on proliferation and migration in GC. حسب Jie Chu (293795)

Differences in Immune Signatures Between High and Low-Risk Groups. حسب Jie Chu (293795)

Protein-Protein Interaction (PPI) and ceRNA Regulatory Network Analysis. حسب Jie Chu (293795)

LASSO-Cox Regression Analysis to Screen Prognosis-Related Genes. حسب Jie Chu (293795)

Prognostic Analysis of the Screened Mitophagy-Related Genes. حسب Jie Chu (293795)

GO/KEGG Enrichment Analysis of Differentially Expressed Genes in High and Low-Risk Groups. حسب Jie Chu (293795)