Predicting danceability and song ratings using deep learning and auditory features by Wei Wu

“…The results demonstrate the effectiveness of cross-attention in structured music data modelling and highlight the framework’s potential in advancing music recommendation and audio analysis systems.…”
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Depression, anxiety and change in eating habits during the COVID-19 pandemic in Brazilian university students. by Marcus Verly-Miguel, Claudia de Souza Lopes, Jade Veloso Freitas, Magno Conceição Garcia, Marcio Candeias Marques, Vitor Barreto Paravidino, Rosely Sichieri

“…This cross-sectional study aims to evaluate the association between anxiety and depression with changes in the consumption of hyperpalatable foods and meal patterns in a sample of 771 Brazilian university students during the social isolation period in the COVID-19 pandemic. …”
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Tra corpo e società: la nozione di habitus linguistico di Pierre Bourdieu e le sue dimensioni cognitive by Irene D’Agostino

“…Within a perspective that interprets cognitive operations as socially and historically determined, Bourdieu's notion of linguistic habitus may be a way of interpreting the link between human nature, society and language in terms of embodiment of social structures in the subject's cognitive patterns. This notion of linguistic habitus may play a significant heuristic role in cognitive sociolinguistics, especially in hypothesising a particular functioning mode of linguistics competence with respect to the linguistic systems and their inherent variations. …”
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Uncertainty-Aware Deep Learning for Robust and Interpretable MI EEG Using Channel Dropout and LayerCAM Integration by Óscar Wladimir Gómez-Morales, Sofia Escalante-Escobar, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, German Castellanos-Dominguez

“…This integration represents a significant step forward by offering, for the first time, a dedicated solution to concurrently mitigate spatiotemporal uncertainty and provide fine-grained neurophysiologically relevant interpretability in motor imagery classification, particularly demonstrating refined spatial attention in challenging low-performing subjects. We evaluate three DL architectures (<i>ShallowConvNet</i>, <i>EEGNet</i>, <i>TCNet Fusion</i>) on a 52-subject MI-EEG dataset, applying channel dropout to simulate structural variability and LayerCAM to visualize spatiotemporal patterns. …”
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Translation of COVID-19 Serology Test on Foil-Based Lateral Flow Chips: A Journey from Injection Molding to Scalable Roll-to-Roll Nanoimprint Lithography by Pakapreud Khumwan, Stephan Ruttloff, Johannes Götz, Dieter Nees, Conor O’Sullivan, Alvaro Conde, Mirko Lohse, Christian Wolf, Nastasia Okulova, Janine Brommert, Richard Benauer, Ingo Katzmayr, Nikolaus Ladenhauf, Wilfried Weigel, Maciej Skolimowski, Max Sonnleitner, Martin Smolka, Anja Haase, Barbara Stadlober, Jan Hesse

“…Both manufacturing technologies operate on the principle of imprinting that enables high-volume, continuous structuring of microfluidic patterns in a roll-to-roll (R2R) production scheme. …”
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Merging and Fractionation of Muscle Synergy Indicate the Recovery Process in Patients with Hemiplegia: The First Study of Patients after Subacute Stroke by Yu Hashiguchi, Koji Ohata, Ryosuke Kitatani, Natsuki Yamakami, Kaoru Sakuma, Sayuri Osako, Yumi Aga, Aki Watanabe, Shigehito Yamada

“…Recently, the characteristics of muscle synergy were quantitatively evaluated using nonnegative matrix factorization (NNMF) with surface electromyography. …”
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Threshold responses of freshwater fish community size spectra to invasive species by Bradley Novak, Brent A. Murry, Jeff S. Wesner, Vojsava Gjoni, Caroline C. Arantes, Erin Shepta, Justin P. F. Pomeranz, James R. Junker, Kathrine Zipfel, Andrew Stump, Levi E. Solomon, Kristopher A. Maxson, Jason A. DeBoer

“…Our study tested the threshold of abundance beyond which Silver Carp alter fish assemblage structure. We used a community size spectra (CSS) approach to evaluate fish community size structure across temporal and spatial gradients of Silver Carp abundances. …”
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How well are implementation strategies and target healthcare professional behaviors reported? A secondary analysis of 204 implementation trials using the TIDieR checklist and AACTT... by Charlene Weight, Billy Vinette, Rachael Laritz, Meagan Mooney, Sonia A. Castiglione, Marc-André Maheu-Cadotte, Nikolas Argiropoulos, Kristin Konnyu, Christine E. Cassidy, Simonne E. Collins, Sonia Semenic, Nicola Straiton, Sandy Middleton, Natalie Taylor, Marie-Pierre Gagnon, Shuang Liang, Laura Crump, Olivia Di Lalla, Talia Meyers, Daniel N. Elakpa, Guillaume Fontaine

“…Increased adoption of structured reporting tools such as TIDieR and AACTT is essential to enhance transparency. …”
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Effect of W/C Ratio on Durability and Porosity in Cement Mortar with Constant Cement Amount by Yun-Yong Kim, Kwang-Myung Lee, Jin-Wook Bang, Seung-Jun Kwon

“…The changing ratios and patterns of durability performance are evaluated considering pore size distribution, total porosity, and additional water content.…”
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Integrating plot-based methods for monitoring biodiversity in island habitats under the scope of BIODIVERSA + project BioMonI: Tree monitoring in Terceira, Tenerife and Réunion Isl... by Paulo Borges, Leila Morgado, Rosalina Gabriel, Rui Elias, Mirana Gauche, Claudine Ah-Peng, Rüdiger Otto, Lea de Nascimento, Dominique Strasberg, Nathaly Guerrero-Ramírez, Holger Kreft, José María Fernández-Palacios

“…By focusing on tree species as primary ecological indicators, the dataset offers insights into essential structural and compositional attributes of these ecosystems, including species richness, relative abundance and patterns of dominance.The comprehensive species-level information contained in this dataset allows for comparisons of forest composition across islands and biogeographic regions, contributing to our understanding of insular forest dynamics, endemism patterns and conservation priorities in tropical and subtropical montane environments.…”
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Remote Sensing Reveals Multi-Dimensional Functional Changes in Fish Assemblages Under Eutrophication and Hydrological Stress by Anastasiia Zymaroieva, Dmytro Bondarev, Olga Kunakh, Jens-Christian Svenning, Oleksander Zhukov

“…By employing a combination of extensive ichthyological field surveys and satellite-derived environmental indices (including NDVI, chlorophyll-a, turbidity, and spectral proxies for algal blooms), we assessed the impacts of eutrophication, hydrological alterations, and climate warming on functional structure. Our results reveal three key responses in fish functional diversity: (1) a decline in functional specialization and imbalance, indicating the loss of unique ecological roles and increased redundancy; (2) a rise in functional divergence, reflecting a shift toward species with outlying trait combinations; and (3) a complex pattern in functional richness, with trends varying by site and trait structure. …”
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RADON IN GROUNDWATERS IN THE BAIKAL REGION AND TRANSBAIKALIA: VARIATIONS IN SPACE AND TIME by K. Zh. Seminsky, A. K. Seminsky

“…Most of the water sources sampled in the Baikal region and Transbaikalia belong to Groups I and II, which allows us to recommend an objectively existing value of 100 Bq/l as the level of intervention in the preparation of drinking water in this region, instead of the limit of 60 Bq/l that is now approved in Russia.In order to identify the special patterns of groundwater sources in the Baikal region and Transbaikalia, which belong to different radioactivity groups, we sampled these sources along the transect from Bayanday to Muhorshibir, across the Baikal rift and other large regional tectonic structures (Fig. 4). …”
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A numerical investigation into the strength of offshore jacket platforms considering time-variant zonal corrosion subjected to alternative ship impacts by Reza Zendehdel, Mohammad Reza Khedmati

“…This paper performs a nonlinear dynamic analysis using ABAQUS software to evaluate the ultimate strength of a wellhead jacket platform and to investigate its structural response to two consecutive impacts from a 2700-ton ship. …”
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Phantom to control the thermal ablation process by V. N. Makarov, D. V. Shmeliova, N. A. Boos

“…As a result, volumetric changes in the structure of plant tissue appear at the place of heating, which makes it possible to evaluate the results of thermal exposure. …”
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Elite Maize Lines Having Variability in Quality Parameters—A Valuable Starting Material for Grain Quality-Oriented Breeding Programs by Vojka Babić, Valentina Nikolić, Milosav Babić, Natalija Kravić, Jovan Pavlov, Sladjana Žilić, Zoran Čamdžija, Milomir Filipović

“…Six maize hybrids with common parental components were evaluated in micro- and production trials during five years, aiming at evaluating grain yield and grain quality traits and ascertaining the pattern of evaluated trait relationships based upon sources of variation (hybrid, year, and parental components). …”
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Experimental Study on the Influence of Crack Penetration Rate on Strength Properties of Expansive Soil by HU Bo, WANG Shuai, SUN Hui, GENG Hong-bin, WANG Qing, ZHOU Hong-jun

“…It seeks to establish a predictive model for shear strength based on penetration rate, providing a scientific basis for evaluating the stability of engineering slopes. [Methods] A novel method was employed to simulate cracks using geomembranes. …”
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Thermo-hydro-mechanical coupling mechanisms and sensitivity analysis of abandoned mine thermal energy storage systems by Liyuan LIU, Yaohui LI, Tao WANG, Tongbin ZHAO, Qiang KOU, Zerui MI, Le ZHANG

“…Numerical simulations and evaluations are conducted to assess the long-term operational performance of this system. …”
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Characteristics of geological hazard development and disaster-inducing environment of the MS6.2 earthquake in Jishishan, Gansu Province by LU Shiming, WU Zhonghai, HUANG Ting

“…The AHP was employed to evaluate the relative importance of five key factors—faults, lithology, vegetation cover, slope, and precipitation—in the formation of secondary geological hazards. …”
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The Spatial Effect of Digital Economy Enabling Common Prosperity—An Empirical Study of the Yellow River Basin by Mu Yang, Qiguang An, Lin Zheng

“…The digital economy enhances economic efficiency and improves economic structure, driving economic growth through transformations in efficiency, momentum, and quality. …”
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Prediction Model of Moisture Field Migration in Subgrade Soil under Rainfall Conditions by WANG Kangyu, YE Jiahuan, WANG Chengquan

“…Accurately characterizing the spatiotemporal distribution pattern of water content field and the prediction modeling of its moisture field migration mechanism is a key prerequisite for promoting slope stability evaluation methods and optimizing geological disaster prevention strategies. …”
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