Wavelet analysis of the major coccolithophore species in core SO130-289KL. by Jose Dominick Guballa (19739909)

Relative abundance (%) of the main coccolithophore species between 1854.6–1820.4 cm (74.353–73.505 ka) of core SO130-289KL. by Jose Dominick Guballa (19739909)

Relative abundance (%) of the small placolith components in the studied interval of core SO130-289KL. by Jose Dominick Guballa (19739909)

Ensemble empirical mode decomposition (EEMD) analysis of the major coccolithophore species in core SO130-289KL. by Jose Dominick Guballa (19739909)

Spectral analysis of the relative abundance record of the main coccolithophore species. by Jose Dominick Guballa (19739909)

Multitaper spectral analysis of the main coccolithophore species in core SO130-289KL. by Jose Dominick Guballa (19739909)

Comparison of the coccolithophore assemblage to paleo-proxy records between 74.40 to 73.40 ka. by Jose Dominick Guballa (19739909)

Raw data. by Camilla Albano (16446679)

“…Additionally, we show that a source of lipid-rich external factors provided by fetal bovine serum significantly increases HSV-1 infectivity. …”

Catalytic fold of WT PARG1 C1-GAP domain for RhoA interaction. by Zen Kouchi (14898435)

The expression profile of lipogenic genes, oxidative stress mediators as well as UPR^ER and mitochondrial stress markers. by Summan Thahiem (20988319)

Evaluation of chronic <i>in vivo</i> efficacy in 21 days rat MCT model in prevention mode. by Tobias G. Schips (21799838)

Determination of bladder blood flow in LETO and OLETF rats. by Takafumi Kabuto (14797727)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

Variation law of UCS. by Wenyu Lv (20139458)

“…Notably, the attenuation constant λ follows a monotonically decreasing pattern with increasing loading rate. …”

Data Sheet 1_Introduction of Panax notoginseng into pine forests significantly enhances the diversity, stochastic processes, and network complexity of nitrogen-fixing bacteria in t... by Xiaoyan Zhao (347268)

“…</p>Results and discussion<p>Sanqi cultivation triggered a decrease in the abundance of NFB but increased α diversity. …”

Hdc does not interact with JNK, E-cad and EGFR in the PSC. by Bayan Kharrat (19959505)

Interaction plots for probability of in-hospital death by management group and spleen severity in patients (n = 8073) with AIS≤ = 2 in head/neck, face, chest, extremity, and extern... by Randeep S. Jawa (20489181)

Mean cocaine consumed (mg/kg) over 10 days. by Christopher Rowan (21499924)

“…<div><p>Background</p><p>Cocaine abuse and Cocaine Use Disorder (CUD) is an increasingly urgent public health issue leading to major health risks often resulting in a decreased lifespan and quality of life. Previous human research has described brain function of cocaine addicts however the amount of cocaine use, duration of use, and exclusion of using other drugs (i.e., nicotine and alcohol) have all been difficult to control. …”

Hdc loss in the MZ causes lamellocyte differentiation through cell-autonomous mechanisms. by Bayan Kharrat (19959505)

<i>hdc</i> depletion in progenitors triggers ROS production, but does not activate Foxo and insulin/mTOR. by Bayan Kharrat (19959505)