Measuring place rather than space: integrating landscape qualities for the urban–rural gradient using people’s perceptions and machine learning by Michal Switalski, Maarten Van Strien, Adrienne Grêt-Regamey

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Interpretability Study of Gradient Information in Individual Travel Prediction by Ziheng Su, Pengfei Zhang, Xiaohui Song, Yifan Li

“…Descending-order masking strategies exhibit the strongest impact, highlighting nonlinear interactions among features. Contribution maps visualize how gradients capture regular patterns and anomalies. …”
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Empowering Dysarthric Communication: Hybrid Transformer-CTC-Based Speech Recognition System by R. Vinotha, D. Hepsiba, L. D. Vijay Anand, P. Malin Bruntha, Linh Dinh, Hien Dang

“…The Transformer architecture employs a self-attention mechanism that models complex dependencies between speech features, enabling it to identify and emphasize important patterns even when training data is limited. …”
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A model for maxilloturbinate morphogenesis in seals. by Jonathan E Kings, Lars P Folkow, Øyvind Hammer, Signe Kjelstrup, Matthew J Mason, Fengzhu Xiong, Eirik G Flekkøy

“…The maxilloturbinates of Arctic seals develop into particularly elaborate labyrinthine patterns, which are well adapted to retain heat and moisture from exhaled gas. …”
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Design of an intelligent optimization system for high-altitude photovoltaic power plant output power prediction and enhancement using GVSAO-CNN-BiGRU-Attention by Shuai Yuan, Hui Zhou, Kai Zhao

“…The CNN extracts spatial features, while the BiGRU enhances temporal dependency modeling, effectively capturing short- and long-term patterns. …”
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Contextual information based anomaly detection for multi-scene aerial videos by Girisha S, Ujjwal Verma, Manohara M M. Pai, Radhika M. Pai

“…Additionally, temporal and appearance features are extracted to handle the complexities of dynamic videos, enabling the system to recognize motion patterns and visual inconsistencies over time. …”
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Attitudes Of Regular Alcohol Drinking Adolescents To Intersubjective Relations And Everyday Life by Georgi Sarov

“…It is well known that some psychological features of adolescents as extraversion, risk-taking and impulsivity positively associate with substance abuse. …”
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Towards Automated Error Analysis: Learning to Characterize Errors by Tong Gao, Shivang Singh, Raymond Mooney

“…Characterizing the patterns of errors that a system makes helps researchers focus future development on increasing its accuracy and robustness. …”
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Multivariate quantitative analysis of glycan impact on IgG1 effector functions by Tamara Cvijić, Matej Horvat, Jakob Plahutnik, Ana Golob, Jaka Marušič

“…The intercorrelated nature of glycan patterns, combined with the low variability and lack of well-defined glycan patterns in process development and manufacture samples, makes studying the effects of individual glycan structures challenging. …”
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Семіотичний аспект еволюції формоутворення медично-реабілітаційних центрів by Tetiana

“…Thus, according to the purpose of the study, which is to determine the patterns and features of the manifestation of sign systems in the context of the evolution of health care, the author analyzed the theoretical basis of the study, characterized the specifics of the cognitive method of meaning in architecture, identified patterns and features of architectural signs. systems of medical and rehabilitation buildings. …”
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SpatConv Enables the Accurate Prediction of Protein Binding Sites by a Pretrained Protein Language Model and an Interpretable Bio-spatial Convolution by Mingming Guan, Jiyun Han, Shizhuo Zhang, Hongyu Zheng, Juntao Liu

“…SpatConv extracts sequence features from a pretrained large protein language model and structure features from a local coordinate framework. …”
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The Structure of the Fantômas Novel Series by Pierre Souvestre and Marcel Allain and the Problem of Seriality in Popular Literature by Kirill A. Chekalov, Natalya T. Pakhsaryan

“…The study compares poetological techniques of the fabula development and points out specific features of the Belle époque reality as represented through the introduction of recognizable “cultural signs,” varia- tions of everyday incidents, and newspaper chronicle of criminal events. …”
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Transformation of the Folk Architecture of the Belarusian Peasant Migrants of Siberia and the Far East (End of XIX - First Third of XX Centuries) by R. Yu. Fedorov

“…The initial features and transformations of the folk architecture of the Belarusian peasant migrants of the second half of the XIX - early XX centuries living in Siberia and the Far East are considered. …”
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Constitutional approach in studying human diseases at the present stage by N. Yu. Klimov, Y. Yu. Vinnik, A. V. Andreychikov, A. S. Maximov

“…The study of the relationship between somatotypological features of a person and the course of diseases is today an important stage in the development of medical science. …”
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Applying Rare Earth Elements, Uranium, and 87Sr/86Sr to Disentangle Structurally Forced Confluence of Regional Groundwater Resources: The Case of the Lower Yarmouk Gorge by Christian Siebert, Peter Möller, Fabien Magri, Eyal Shalev, Eliahu Rosenthal, Marwan Al-Raggad, Tino Rödiger

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Mapping urban functional zones with remote sensing and geospatial big data: a systematic review by Shouhang Du, Xiuyuan Zhang, Yichen Lei, Xin Huang, Wei Tu, Bo Liu, Qingyan Meng, Shihong Du

“…Spatial analysis units encompass regular grids, road blocks, image segmentation units, traffic analysis zones, and buildings. Data features consist of the remote sensing image-derived features (such as visual, spatial pattern, and abstract features) and the geospatial big data-derived features (such as spatial, attribute, and temporal features). …”
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Transferring R&D Outputs to Industry: Strategies of R&D Organizations by Stanislav Zaichenko

“…Depending on the degree of novelty of the transferred technologies there are three identified segments of scientific organizations manifesting one of the following behavioral patterns: innovation (introduction of developments that are unique both in  domestic and foreign markets, and feature qualitatively new characteristics matching or surpassing current standards), modification (introduction of technologies new to the implementing organization, although not to the market and adaptation (modification and improvement of technology previously used by the implementing organization). …”
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Deaf Languages: Does the Hypothesis Still Apply? by Laurence Vincent-Durroux

“…The lack of aural perception in the early months could be responsible for the development of specific cognitive representations, especially of time and space, which may account for persistent patterns of Deaf English despite the subsequent greater amount and variety in linguistic input.…”
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Analysis of Points of Interest in Hsinchu Old City Blocks Using Space Syntax by Shaofu Li

“…A social responsibility program was also developed to investigate the rise and fall of cities in the development process.…”
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Technology of decision-making in process management of the non-productive sphere by O. M. Kulikova

“…The article describes author's technology of acceptance of administrative decisions in process management in non-production sphere that contains two algorithms: the algorithm of detecting patterns and forecasting, algorithm development management decisions in the form of options. …”
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