Development and Validation of a Machine Learning Model for Predicting Long-Term Depression Risk in ACS Patients After PCI: A Retrospective Cohort Study by Lv H, Sun F, Zhang Y, Zhou X

“…SHapley Additive exPlanations (SHAP) were used to interpret feature contributions.Results: Among the 1951 patients, 382 (19.6%) developed long-term depression. After feature selection via the Boruta algorithm, ten key predictors were identified, including NYHA classification, diabetes, thyroid-stimulating hormone (TSH), and left ventricular ejection fraction (LVEF). …”
Get full text

When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges by Chao Wang, Jiaxuan Zhao, Licheng Jiao, Lingling Li, Fang Liu, Shuyuan Yang

“…Motivated by the common collective and directionality of text generation and evolution, this paper first illustrates the conceptual parallels between LLMs and EAs at a micro level, which includes multiple one-to-one key characteristics: token representation and individual representation, position encoding and fitness shaping, position embedding and selection, Transformers block and reproduction, and model training and parameter adaptation. …”
Get full text

Apvit: ViT with adaptive patches for scene text recognition by Ning Zhang, Ce Li, Zongshun Wang, Jialin Ma, Zhiqiang Feng

“…It consists of three components: Sparse Patches Selection (SPS), ViT-STR, and Token Code (TC). First, SPS segments images into appropriate patches and clusters similar ones to explore diverse local patches adaptively. …”
Get full text

Evaluation of the Implementation of the Strategy of Social and Economic Development of Territorial Communities in the Context of Achieving Sustainable Development Goals by Nadiia Pylypiv, Svyatoslav Sologub

“…To evaluate the implementation of strategies for the social and economic development of territorial communities, the author proposes to use the Balanced Scorecard (BSC) as an effective economic tool for strategic planning by setting strategic goals in selected blocks using selected target indicators, both financial and non-financial. …”
Get full text

Leveraging Logistics Competence in New Product Sourcing: The Role of Strategic Intent and Impact on Performance by Myung Kyo Kim, Ram Narasimhan, Tobias Schoenherr

“…The purpose of the present research is to examine and compare product and logistics competencies in supplier selection decisions, which can serve as a crucial building block for competitive differentiation, in the context of the unique private label (PL) supply chain. …”
Get full text

Genetic Variability, Heritability, and Genetic Advance Estimates in Garlic (Allium sativum) from the Gamo Highlands of Southern Ethiopia by Azene Tesfaye

“…The experiment was carried out in the Ezo-Otte area of the Chencha district in the Gamo highlands of southern Ethiopia and 28 garlic accessions were evaluated in a Randomized Complete Block Design with three replicates. Various morphological descriptors were measured to evaluate the variability and correlation coefficients. …”
Get full text

Salinity Tolerance of Mungbean Genotypes at Seedling Stage by Ratri Tri Hapsari, Trustinah Trustinah

“…Since mungbean plant is very sensitive to salt condition, selection of salinity tolerant genotypes becomes important for mungbean improvement. …”
Get full text

Effects of Drought on Morphological Traits in Some Cowpea Genotypes by Evaluating Their Combining Abilities by Amos Afolarin Olajide, Christopher Olumuyiwa Ilori

“…This indicated that the selection for these traits should be delayed till advanced generations.…”
Get full text

mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R by Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning

“… Spatial and spatiotemporal machine-learning models require a suitable framework for their model assessment, model selection, and hyperparameter tuning, in order to avoid error estimation bias and over-fitting. …”
Get full text

ESTIMATING OF SOME GENETIC PARAMETERS IN BREAD WHEAT BY USING FACTORIAL MATING DESIGN by Ismail Hussain Ali

“…The eighteenth crosses were grown with their parents during the season of 2009-2010 in a Randomized Complete Block Design (RCBD) with three replications. Data were collected for plant height (cm), spike length (cm), spikes number/plant, grains number/spike, biomass yield/plant (g), grain yield/plant (g) and harvest index (%). …”
Get full text

Determination of the diameter of the main steam pipelines of the supply pipelines of the Heat electric generation with a capacity of 325 MW by В.С. Котляров, Б.Р. Нусупбеков, Д.А. Оспанова, М. Стоев, М.А. Хан, М.В. Карагаева

“…In order to use the redundant production selection at the Electric central heat, a sectional layout of the main steam pipelines is selected in connection with the fact that it is a more universal and reliable scheme. …”
Get full text

Method of Achieving the Goal on a Graph Model with Two Quality Criteria by S. V. Chebakov, L. V. Serebryanaya

“…If during the movement along the chosen route the graph vertices become blocked, it is necessary to look for alternative ways to achieve the goal. …”
Get full text

Aproximación in silico a la evolución de la familia de genes que conforman el receptor ionotrópico de glutamato en cuatro especies de primates by Nury E. Vargas-Alejo, Edgar A. Reyes-Montaño, Leonardo Lareo

“…The NR-2 sequences have been exposed to a purifying selection, andthe neutral level of divergence is faster in primates than in rodents, however further studies are needed to confirm these theories of evolution.…”
Get full text

AMD-FV: Adaptive margin loss and dual path network+ for deep face verification. by Zeeshan Ahmed Khan, Waqar Ahmed, Panos Liatsis

“…AML aims at automating the selection of margin and scale hyperparameters in large margin loss functions, thus, eliminating the need for manual tuning. …”
Get full text

Design of concatenated Hash-Polar code based on segmented CRC code by Zhengjie LI, Shunlan LIU, Xu ZHANG

“…As a linear block code, the polarization code has a lower coding complexity and a definite structure, but when it has a short or medium code length, the performance will be reduced.A design method of concatenated HashPolar codes based on segmented cyclic redundancy check (CRC) codes was proposed, which was based on the original Hash-Polar code and used CRC segmented check for double check.The segmented CRC code could assist the path measurement in the decoding process, that was, modify the decoding path, so as to improve the reliability of path selection and the performance.In addition, the segmented check was to add the check code dispersedly to the input information sequence.If the CRC failed during decoding, the decoding path could be terminated in advance to save unnecessary decoding calculations.Finally, at the end of the decoding, Hash check code verified the modified L paths and selected the best decoding path.The simulation results show that the design method proposed has better bit-error-rate performance than CRC-assisted Hash-Polar (Hash-CRC-Polar).In the Gaussian channel, when the code length is 128 bit, the code rate is 1/2, and the bit error rate is 10^-3, the Hash-Polar code based on the segmented CRC code proposed achieves a gain of about 0.25 dB over Hash-CRC-Polar.…”
Get full text

GGE biplot for stability and adaptability in cashew tree clones by Gilberto Ken Iti Yokomizo, Francisco das Chagas Vidal Neto, Kuang Hongyu, Levi de Moura Barros

“…The experimental design was based on randomized blocks with four replications and 15 treatments (different clones). …”
Get full text

Phenotypic adaptability and stability of herbaceous cotton genotypes in the Semiarid region of the Northeast of Brazil by Ruan dos S. Silva, Francisco J. C. Farias, Paulo E. Teodoro, José J. V. Cavalcanti, Luiz P. de Carvalho, Damião R. Queiroz

“…This situation requires the use of adaptability and stability methodologies to study G × E interaction before the selection and recommendation of cultivars. Among these methodologies, the genotype + G × E (GGE) biplot analysis has been currently used and highly recommended. …”
Get full text

Graph-based vision transformer with sparsity for training on small datasets from scratch by Peng Li, Lu Huang, Jin Li, Haiyan Yan, Dongjing Shan

“…Additionally, we apply graph-pooling between two intermediate blocks to reduce the number of tokens and aggregate semantic information more effectively. …”
Get full text

Research on Virtual Color Restoration of Complex Building System Based on Discrete Wavelet Transform by Chunqiao Song, Xutong Wu

“…We find all the required partitions according to the user’s needs and use the center points in these partitions as the initial clustering centers of the fuzzy C-means (FCM) algorithm to complete the automatic clustering of the two images. This paper selects representative pixels as sample blocks to realize automatic matching of sample blocks in the two images and complete the color migration of the entire image. …”
Get full text

Indirect evidence of an early mating advantage in wild cooperatively breeding male banded mongooses by Graham Birch, Michael A. Cant, Hazel J. Nichols, Magali Meniri, Robert Businge, Francis Mwanguhya, Jonathan D. Blount

“…An early mating advantage would intensify initial male-male competition and hence selection for male choice, as any initial mistake identifying preferred mating partners could see paternity lost to rivals.…”
Get full text