Introduction to deep learning methods for multi‐species predictions by Yuqing Hu, Sara Si‐Moussi, Wilfried Thuiller

“…Specifically, we introduced four distinct deep learning models that use site × species community data but differ in their internal structure or on the input environmental data structure: (1) a multi‐layer perceptron (MLP) model for tabular data (e.g. in‐situ/raster climate or soil data), (2) a convolutional neural network (CNN) and (3) a vision transformer (ViT) models tailored for image data (e.g. aerial ortho‐photographs, satellite imagery), and a multimodal model that integrates both tabular and image data. We also show how adapted loss functions can address imbalance issues. …”
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Features of the initial stage of digitalization of the executive authority of Ukraine: historical and legal overview by E. Najafli

“…It has been found that the key directions of digitalization of the executive power within this stage were the following: creation of the primary legal basis of digitalization; legitimization of informatization of state administration as one of the key functions of executive authorities; creation of the National Agency for Informatization under the President of Ukraine as an institutional center for the primary digitization of the executive power; legitimization of mandatory publication on the Internet of information about the activities of executive authorities; ensuring the functioning of websites of executive authorities of all levels on the basis of uniform standards, their unification and standardization; introduction of the Unified web portal of the Cabinet of Ministers of Ukraine, intended for the integration of official websites of executive authorities and placement of information resources in accordance with the needs of citizens; ensuring the coordination of work to ensure the functioning of the Unified web portal, its information content, technical support, support and establishment of regulations and standards for information exchange between its constituent parts; monitoring compliance with information protection requirements in information and telecommunication systems that ensure the content and functioning of official websites (web portals) of executive authorities and the Unified web portal; outline as a prospective task of the transition to a paperless (electronic) form of document circulation in the bodies of executive power.…”
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Smart Manufacturing Application in Precision Manufacturing by Amr T. Sufian, Badr M. Abdullah, Oliver J. Miller

“…In this paper, the aim is to demonstrate a practical implementation of a smart manufacturing application using a systematic approach based on conceptual six-gear smart factory roadmap with connectivity, integration and analytics stages to build a smart production management ecosystem using off-the-shelf technologies applied in precision manufacturing. …”
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Arbitrary Fixed-Time Sliding Mode Control for Buck Converter With Matched and Mismatched Disturbances Based on Fixed-Time Observer by Orhan Kaplan, Ferhat Bodur, Mustafa Bahadir Ozdemir

“…To highlight the advantages of the proposed combined structure, it is compared with the classical SMC, integral SMC (ISMC), disturbance observer-based SMC (DO-SMC), and finite-time disturbance observer-based non-singular terminal SMC (FnDO-NTSMC). …”
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Optimizing soil health through activated acacia biochar under varying irrigation regimes and cultivars for sustainable wheat cultivation by Lubaba Komal, Summera Jahan, Atif Kamran, Abeer Hashem, Graciela Dolores Avila-Quezada, Elsayed Fathi Abd_Allah

“…The pivotal elements of the current study include the integration of activated acacia biochar (AAB) in wheat cultivation under varying irrigation regimes (IR). …”
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Parámetros reproductivos de Potamorhina altamazonica (Cope,1878) “Llambina” en la cuenca media del Río Putumayo, Loreto, Perú by Hiro Yumbato C., Enrique Ríos I., Victor Puicón N., German Augusto Murrieta-Morey

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Emerging trends in the construction market under increasing sanctions pressure by N. Yu. Yaskova, L. I. Zaitseva

“…The construction market is an extremely important and integral part of it in the conditions of increasing sanctions pressure. …”
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Providing an Anti-Marketing Model to Prevent Criminal Behaviors in Online and Digital Businesses by Ghasem Zarei, Younes Nikkhah

“…These outcomes include the prohibition of criminal behavior, strengthening digital marketing, promoting moral integrity online, strengthening the legal framework for online transactions, strengthening a positive culture in the online environment, and strengthening the digital community. …”
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Adaptive Neuro-Fuzzy Inference System guided objective function parameter optimization for inverse treatment planning by Eduardo Cisternas Jiménez, Fang-Fang Yin, Fang-Fang Yin, Fang-Fang Yin

“…These findings highlight ANFIS's potential for efficient, accurate IMRT planning and its integration into clinical workflows.…”
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A Simple Nomogram for Predicting the Development of ARDS in Postoperative Patients with Gastrointestinal Perforation: A Single-Center Retrospective Study by Zhang Z, Zhao H, Zhang Z, Jia L, Long L, Fu Y, Du Q

“…The calibration curve and decision curve analysis (DCA) demonstrate that the nomogram possesses good predictive value and clinical practicability.Conclusion: Our research introduced a nomogram that integrates six independent risk factors, facilitating the precise prediction of ARDS risk in postoperative patients following gastrointestinal perforation.Keywords: gastrointestinal perforation, acute respiratory distress syndrome, prediction model, nomogram…”
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Sex differences of fall-risk-increasing drugs in the middle-aged and elderly: a descriptive, cross-sectional study of FDA adverse event reporting system by Ying Zhao, Yuke Zhong, Liuqing Wu, Jiao Yan, Weitao Lu

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Pinglu Canal Construction and Its Impact on Wildlife Habitat Connectivity: A Multi-Species Network Analysis and Ecological Restoration Strategy by Yuan Cao, Kai Su, Yongfa You, Xuebing Jiang, Chuang Li, Junjie Chen

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Biologic Cost per Effectively Treated Rheumatoid Arthritis Patient in a Large Managed Care Population: A Retrospective Cohort Study by Tao Gu, Neel Shah, Gaurav Deshpande, Derek H. Tang, Debra F. Eisenberg, David J. Harrison

“…**Methods:** This retrospective cohort study used administrative claims data for individuals in the HealthCore Integrated Research Database (HIRDSM). The first claim for a first-line biologic between July 1, 2009, and January 31, 2013, after 6 months of continuous enrollment, was defined as the index event and date. …”
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Relación entre el estado redox celular y marcadores sistémicos de inflamación by Gretel Riverón Forment, Tatiana Acosta Sánchez, Lilia Caridad Marín Padrón, Yaíma Zúñiga Rosales, Bárbara Torres Rives, Jacqueline Pérez Rodríguez

“…El estudio combinado de estos biomarcadores permite realizar un análisis integral del estado de salud del paciente con enfermedades inflamatorias.…”
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Fecal microbiota transplantation: whole grain highland barley improves glucose metabolism by changing gut microbiota by Xin Ren, Fulong Zhang, Min Zhang, Yuan Fang, Zenglong Chen, Meili Huan

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A Rare Case of Mosaic 3pter and 5pter Deletion-Duplication with Autism Spectrum Disorder and Dyskinesia by Luna Bajracharya, Meena Lall, Sunita Bijarnia-Mahay, Praveen Kumar, Imran Mushtaq, Pushpa Saviour, Preeti Paliwal, Anju Joshi, Shruti Agarwal, Praveen Suman

“…Occupational, sensory integration, and behavior modification therapy were initiated for his autistic features, and anticholinergic trihexiphenidyl was prescribed for hyperkinetic movements. …”
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REVIEW OF IDENTIFIED SHORTCOMINGS IN AQUIFER VULNERABILITY ASSESSMENTS by Anthony Okeh, Abu Mallam, Osagie Abel Uyimwen, S. A. Ganiyu

“…The study illustrated the need for integrating geophysical methods for effective target detection. …”
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Construction and application of a digital twin model for multi-objectiveoptimization of intelligent tape conveyor system by Wei CHEN, Jingzhao LI, Qing SHI, Jichao LIU, Huashun LI

“…Within the physical counterpart, the sweep force in practice is computed by integrating mechanical models, intellectual and experiential knowledge from the engineering field, as well as operational data. …”
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Post-marketing safety surveillance for the recombinant zoster vaccine (Shingrix), vaccine adverse event reporting system, United States, October 2017–April 2024 by Yamin Shu, Wenxin Cheng, Xucheng He, Liu Huang, Wei Chen, Qilin Zhang

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Assessing how pro-environmental perspectives impact participation in rooftop organic agriculture in urban neighborhoods by Mohammad Enamul Hoque, Abdullah Al Mamun, Perengki Susanto

“…Given the emergence of this trend, this study aims to predict organic food production intention and behaviour within urban rooftop home gardens using an integrated model of the value-belief-norm (VBN) theory and theory of planned behaviour (TPB). …”
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