A Survey of SNP Data Analysis by Xiaojun Ding, Xuan Guo

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NPFC-Test: A Multimodal Dataset from an Interactive Digital Assessment Using Wearables and Self-Reports by Luis Fernando Morán-Mirabal, Luis Eduardo Güemes-Frese, Mariana Favarony-Avila, Sergio Noé Torres-Rodríguez, Jessica Alejandra Ruiz-Ramirez

“…The dataset was built by collecting multimodal indicators such as neuronal, physiological, and facial data using a portable EEG headband, a medical-grade biometric bracelet, a high-resolution depth camera, and self-report questionnaires. …”
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Possible Association Between Concomitant Use of SSRIs with NSAIDs and an Increased Risk of Adverse Events Among People with Depressive Disorders: Data Mining of FDA Adverse Event R... by Yi Zhang, Xiaoyu Liu, Jianru Wu, Xuening Zhang, Fenfang Wei, Limin Li, Hongqiao Li, Xinru Wang, Bei Wang, Wenyu Wu, Xiang Hong

“…<b>Methods</b>: Disproportionality analysis (crude reporting odds ratios, cROR) identified possible associations; drug interactions were evaluated using Ω shrinkage, additive, multiplicative, and combination risk ratio (CRR) models. …”
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LLM-Enhanced Human&#x2013;Machine Interaction for Adaptive Decision-Making in Dynamic Manufacturing Process Environments by Zozan Keskin, Dominik Joosten, Nils Klasen, Meike Huber, Chang Liu, Benny Drescher, Robert H. Schmitt

“…Tested on process data from an industrial extrusion process that has been enhanced using data augmentation techniques, the proposed concept demonstrates the capability to retrieve relevant data and present tailored visualizations based on simple user prompts. …”
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La passation des marchés publics : une entrée utile pour l’analyse des interactions spatiales dans l’espace français by Amélie Deschamps, Cyrille Genre-Grandpierre, Pierre-Henri Morand

“…Additionally, the spatial dynamics of public procurement appear to vary depending on the type of contract (supplies, services, or works). Finally, we use data on works contracts in the Vaucluse (France) at the municipal level to illustrate how FOPPA data can offer a novel perspective on the relevance of territorial divisions.In this article, we illustrate some of the scope for analysis offered by the FOPPA database, by producing analyses of interactions, through the prism of public procurement, at regional, departmental, and municipal levels. …”
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Spiking neural network tactile classification method with faster and more accurate membrane potential representation by Jing Yang, Zukun Yu, Xiaoyang Ji, Zhidong Su, Shaobo Li, Yang Cao

“…Abstract Robot perception is an important topic in artificial intelligence field, and tactile recognition in particular is indispensable for human–computer interaction. Efficiently classifying data obtained by touch sensors has long been an issue. …”
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Application of weighted low rank approximations: outlier detection in a data matrix by Marisol García-Peña, Sergio Arciniegas-Alarcón, Kaye E. Basford

“…The presence of these defines what type of explanatory and/or predictive modeling should be used subsequently. This paper presents strategies to identify outliers in any data set using weighted approximations of a matrix. …”
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MGMNet: Mutual-Guidance Mechanism for Joint Classification of Multisource Remote Sensing Data by Wei Zhang, Weiwei Song, Jie Wang, Wen Gao

“…However, the majority of these methods concentrate solely on extracting features and overlooking the importance of feature interaction. In fact, different source data of the same scene exhibit strong complementary information, which is useful for excavating potential information. …”
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Comparison between two Canadian Provinces on technology use for social interaction by older adults: comparative cross-sectional survey study by Kayoung Lee, Theodore D. Cosco, Shelley Peacock, Megan E. O’Connell, Kristen R. Haase

“…Education levels were associated with awareness of using technology for social interaction for both BC and SK while only SK had an association between new technology use and education levels. …”
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Gender differences in symptom interactions between problematic smartphone use and social anxiety in adolescents: a network analysis by Sipu Guo, Xinyuan Zou, Yanqiang Tao, Yichao Lv, Xiangping Liu, Silin Huang

“…Abstract Background Increased prevalence of problematic smartphone use (PSU) in adolescents, results in a cycle of interaction between PSU and social anxiety. …”
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Public Opinion Risk Early Warning Model on Government-Citizen Interaction Data: A Perspective on Evidence-based Decision Making by ZHANG Liman, WU Yueting, CHENG Wenjing, LIU Tianyi, SUN Xinxin

“…The model was validated using government-citizen interaction data from Suzhou as a case study. …”
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Enhancing Predictive Accuracy Under Data Scarcity: Modeling Molecular Interactions to Describe Sealing Material Compatibility with Bio-Hybrid Fuels by Lukas Boden, Faras Brumand-Poor, Linda Pleninger, Katharina Schmitz

“…Since experimental investigations are time-consuming and costly, this work explores faster physics-motivated data generation approaches by modeling molecular interactions between fuel and sealing materials. …”
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Uses and perceptions of Machine Translation at the European Commission by Caroline Rossi, Jean-Pierre Chevrot

“…Current research on translation technology seeks to integrate physical, cognitive and organisational ergonomics, and uses insights from the situated cognition paradigm to bring together social and technical perspectives on fast-evolving human-computer interactions. …”
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Interactions of warfarin with COVID-19 vaccine/drugs, monoclonal antibodies, and targeted anticancer agents from real-world data mining by Yan Gao, Qingsong Huang, Jun Li, Jun Li, Junsheng He, Fang Qian, Juanjuan Yi

“…ObjectiveThis study aims to examine the unresolved drug-drug interactions of warfarin using real-world data.MethodsElectronic medical records from a hospital in Shanghai, China, were used to summarize drug-related problems (DRPs) among inpatients taking warfarin in 2022. …”
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Diagnosis of Custard Apple Disease Based on Adaptive Information Entropy Data Augmentation and Multiscale Region Aggregation Interactive Visual Transformers by Kunpeng Cui, Jianbo Huang, Guowei Dai, Jingchao Fan, Christine Dewi

“…EDA–ViT overcomes these by using a multi-scale weighted feature aggregation and a feature interaction module, enhancing both local and global feature extraction. …”
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Exploring Built Environment Visual Interactions: A SoftBIM Data-Driven Approach for a Database About the Outdoor View by Matteo Cavaglià, Alberto Speroni, Juan Diego Blanco Cadena, Andrea Giovanni Mainini, Tiziana Poli

“…Even when such metrics are available, their practical use as guiding tools in the design process is frequently obstructed by complex data interoperability procedures. …”
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Incorporating soil moisture data into a machine learning framework improved the predictive accuracy of corn yields in the U.S. by Bishwoyog Bhattarai, Zachary Leasor, André Fróes de Borja Reis

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Use of Semantic Assets on Logistics and Agricultural Topics in the Informatization of Transport Corridors by Yuri Lipuntsov, Pavel Pilsudskiy

“…Information exchange for interaction with a set of enterprises working in the same subject area involves the provision of a set of standards that define the procedure for information interaction with government bodies, suppliers, and contractors. …”
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First record of Trichotrombidium muscarum (Riley, 1878) (Trombidiformes: Microtrombidiidae) in South America, with morphometric data and host association by Bianca P. Valério, Leopoldo F.O. Bernardi, Livia M. S. Ataide, Ricardo Bassini-Silva

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Evaluation of the adequacy of phase equilibria modeling based on various sets of experimental data by A. V. Frolkova, V. G. Fertikova, E. V. Rytova, A. K. Frolkova

“…The purpose of the paper is to compare the adequacy of mathematical models of vapor–liquid equilibrium (VLE) and their ability to reproduce the phase behavior of the ternary system benzene–cyclohexane–chlorobenzene using different experimental data sets to evaluate binary interaction parameters.Methods. …”
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