Patterns of nutrients and algal biomass in an intermittent Mediterranean river under intense human activity by Gabriela Córdoba-Ariza, Rafael Muñoz-Mas, Ramon J. Batalla, Josep Mas-Pla, Sergi Sabater

“…Overall, water flow intermittency was not a strong predictor of nutrient patterns; however, its influence was more pronounced at specific sites. …”
Get full text

Patterns and prognostic implications of distant metastasis in breast Cancer based on SEER population data by Maoquan zhang, Hanqing Deng, Rihua Hu, Fuwei Chen, Shiwen Dong, Shiyi Zhang, Wenyan Guo, Wen Yang, Wenxin Chen

“…Logistic regression was used to assess associations between clinicopathological features and metastatic patterns. Kaplan–Meier analysis and Cox proportional hazards models were applied to evaluate overall survival (OS) across different metastatic site combinations. …”
Get full text

A Passive Experiment on Route Bus Speed Change Patterns to Clarify Electrification Benefits by Yiyuan Fang, Wei-Hsiang Yang, Yushi Kamiya

“…However, with motor-driven vehicles, the driver does not need to be too concerned about the speed change patterns during acceleration. This characteristic also suggests a benefit in terms of the electrification of buses.…”
Get full text

Research on the patterns of displacement of residual natural gas by nitrogen from a depleted reservoir by L. I. Matiishyn, R. M. Kondrat

Get full text

Spatiotemporal patterns of accumulation and surface roughness in interior Greenland with a GNSS-IR network by D. J. Pickell, R. L. Hawley, A. LeWinter

“…For the first time, we also validate GNSS-IR sensitivity to meter-scale surface heterogeneities such as sastrugi, and we construct a time series of surface roughness evolution that suggests a seasonal pattern of heightened wintertime roughness features in this region. …”
Get full text

LeafLaminaMap: Exploring Leaf Color Patterns Using RGB Color Indices by Péter Bodor-Pesti, Lien Le Phuong Nguyen, Thanh Ba Nguyen, Mai Sao Dam, Dóra Taranyi, László Baranyai

“…The case study showed that the LeafLaminaMap software is an effective environment for the leaf lamina color pattern analysis; moreover, the results underline that energy and entropy are valuable features and could be more effective than the mean and standard deviation of the color properties.…”
Get full text

Strategies for Construction and Optimization of the Ecological Security Pattern for Human Settlements in the Wuding River Basin by Xiaomeng WANG, Anrong DANG, Biao TONG, Xinyi LIU

“…The goal is to balance urban development with ecological protection, thereby optimizing the security and resilience of human settlement ecosystems.MethodsThis research follows a structured approach based on the formulation of strategy for construction and optimization of ecological security pattern. The ecological security pattern is developed in three key steps. …”
Get full text

VCINet: Visual Cue-Inspired Feature Learning Network for SAR Building Segmentation by Mengyu Wang, Zhiyuan Yan, Wenhui Diao, Xudong Hu, Yingchao Feng, Linlin Xin, Junxi Li, Xian Sun

“…First, to improve intraclass variance and emphasize internal consistency, an elaborately designed pattern guidance module is introduced. We systematically study the stable spatial pattern of buildings and leverage the variogram function to model the characteristic to constrain deep network training. …”
Get full text

Breast Cancer Diagnosis Using Bagging Decision Trees with Improved Feature Selection by Deepak Dudeja, Ajit Noonia, S. Lavanya, Vandana Sharma, Varun Kumar, Sumaiya Rehan, R. Ramkumar

“…A feature optimization scheme was also introduced in the selection of data points during the training phase, which effectively increased accuracy.…”
Get full text

Multilevel Feature Fusion-Based GCN for Rumor Detection with Topic Relevance Mining by Shenyu Chen, Meng Li, Weifeng Yang

“…However, existing methods for detecting rumors generally only learn pattern features or text content features from the whole propagation process, which fall short in capturing multilevel features with topic relevance of text content from social media data. …”
Get full text

Feature extraction and fault diagnosis of gearbox based on ICEEMDAN, MPE, RF and SVM by DING Xiaofeng, ZHANG Yuhua

“…Finally, the importance of such features was evaluated by the RF algorithm, and the sensitive features with high importance were selected to form the optimal feature subset as the input to SVM for fault pattern recognition. …”
Get full text

Skin Lesion Diagnosis Through Deep Learning and Hybrid Texture Feature Augmentation by Irpan Adiputra Pardosi, Roni Yunis, Arwin Halim

“…The framework integrates handcrafted features with Convolutional Neural Networks (CNNs) to enhance classification accuracy. …”
Get full text

Human brain state dynamics are highly reproducible and associated with neural and behavioral features. by Kangjoo Lee, Jie Lisa Ji, Clara Fonteneau, Lucie Berkovitch, Masih Rahmati, Lining Pan, Grega Repovš, John H Krystal, John D Murray, Alan Anticevic

“…In healthy young adults, we identify reproducible spatiotemporal features of co-activation patterns at the single-subject level. …”
Get full text

Improvement and Optimization of Feature Selection Algorithm in Swarm Intelligence Algorithm Based on Complexity by Bingsheng Chen, Huijie Chen, Mengshan Li

“…Feature selection, as an effective data processing method, has become a hot research topic in the fields of machine learning, pattern recognition, and data mining and has received extensive attention and attention. …”
Get full text

Feature Extraction and Identification of Rheumatoid Nodules Using Advanced Image Processing Techniques by Azmath Mubeen, Uma N. Dulhare

“…Feature importance was assessed using SHAP values. …”
Get full text

Ensemble learning techniques reveals multidimensional EEG feature alterations in pediatric schizophrenia by Ying Mao, Ying Mao, Fang Wang, Shan Wang, Zhaowei Wang, Gang Li, Xuchen Qi, Xuchen Qi, Yu Sun, Yu Sun

“…A data-driven feature selection approach (Recursive Feature Elimination) was applied to identify the most informative features, resulting in 212 most discriminative features (48 RP, 40 FuzEn, and 124 FC) out of the initial 760. …”
Get full text

Textual, Genre and Social Features of Spoken Grammar: A Corpus-Based Approach by Carmen Pérez-Llantada

Get full text

Spatial relationships between macrophyte assemblages, water and sediment features in deep lakes by Alice Dalla Vecchia, Rossano Bolpagni, Alex Laini, Daniele Nizzoli, Mariano Bresciani, Mattia Martin Azzella, Martin Wilkes

“…Despite the global ecological and societal importance of deep lakes and their associated biota and ecosystem services, the relationships between water and sediment features and the spatial patterns of macrophyte assemblages remain poorly understood in these ecosystems, especially below 4–5 m depth. …”
Get full text

Research on Recognition of Motor Imagination Based on Connectivity Features of Brain Functional Network by Zhizeng Luo, Ronghang Jin, Hongfei Shi, Xianju Lu

“…Feature extraction is essential for classifying different motor imagery (MI) tasks in a brain-computer interface. …”
Get full text

HLA system features in patients on waiting list for kidney transplantation in the Republic of Bashkortostan by A. A. Korzhenevsky, N. P. Korzhenevskaya

“…The aim of our study was to specify the features of the HLA system in patients registered on the waiting list for kidney transplantation in the Republic of Bashkortostan. …”
Get full text