ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material by Zihua Chen, Runmei Zhang, Zhong Chen, Yu Zheng, Shunxiang Zhang

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Transforming Agriculture into Energy: Unlocking Ukraine’s Bioenergy Potential for Sustainable Post-Conflict Recovery by Sergiusz Pimenow, Olena Pimenowa, Lubov Moldavan, Liudmyla Udova, Mirosław Wasilewski, Natalia Wasilewska

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Applications of artificial intelligence in regenerative dentistry: promoting stem cell therapy and the scaffold development by Elham Saberian, Andrej Jenča, Andrej Jenča, Hadi Zare-Zardini, Mohammad Araghi, Adriána Petrášová, Janka Jenčová

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CNN Assisted Dual Reservoir Hybrid Network for Power Consumption Forecasting by Hammad I. Sherazi, Omar Alrumayh, Shabana Habib, Abdulrahman Alsafrani, Muhammad Islam, Hedi A. Guesmi

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Promoting Healthy Lifestyle Strategies among Couples for Sustainable Family Survival in Oyo State, Nigeria by Taiwo Adekemi Akinyemi, Olajide Olatunde Adeola, Halimot Omobola Toriola

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Representation Learning of Multi-Spectral Earth Observation Time Series and Evaluation for Crop Type Classification by Andrea González-Ramírez, Clement Atzberger, Deni Torres-Roman, Josué López

“…The proposed methodology includes a set of single-layer AEs with a very limited number of neurons, each one trained with the mono-temporal spectral features of a small set of samples belonging to a class, resulting in a model capable of processing very large areas in a short computational time. …”
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A Synergy Between Machine Learning and Formal Concept Analysis for Crowd Detection by Anas M. Al-Oraiqat, Oleksandr Drieiev, Sattam Almatarneh, Mohammadnoor Injadat, Karim A. Al-Oraiqat, Hanna Drieieva, Yassin M. Y. Hasan

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Evaluating metrics of spectral quality in nonuniform sampling by D. Levi Love, Michael R. Gryk, Adam D. Schuyler

“…., 2021)), defines a workflow for processing NUS experiments and quantitatively evaluating spectral quality. …”
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A new improved method for assessing brain deformation after decompressive craniectomy. by Tim L Fletcher, Angelos G Kolias, Peter J Hutchinson, Michael P F Sutcliffe

“…Pre-operative and post-operative images were processed and registered to determine the change in brain position associated with the operation. …”
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Mapping two decades of research in rheumatology-specific journals: a topic modeling analysis with BERTopic by Alfredo Madrid-García, Dalifer Freites-Núñez, Beatriz Merino-Barbancho, Inés Pérez Sancristobal, Luis Rodríguez-Rodríguez

“…Word clouds and hierarchical clustering visualizations were computed. Finally, hot and cold trends were identified using linear regression models. …”
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The effect of high-fat diet on the pharmacokinetics of ondansetron hydrochloride tablets in healthy Chinese subjects by Na Zhao, Caiyun Jia, Yiting Hu, Xue Sun, Haojing Song, Bo Qiu, Wanjun Bai, Zhanjun Dong

“…A total of 53 healthy subjects participated in the study and were divided into a fasted cohort and a postprandial cohort.ResultsOndansetron had lower Cmax, AUC0–t, and AUC0–∞in plasma when taken with food compared to when taken on an empty stomach, with the 90% confidence interval falling outside the acceptable range of 80.00%–125.00%.The occurrence of treatment-related side effects was comparable in both the fasted and postprandial groups, as was the incidence of adverse drug reactions.ConclusionThe study concluded that the high-fat meal had a notable impact on how Ondansetron is processed in the body. Healthy subjects tolerated all treatments well and safely under both postprandial and fasted conditions.Clinical Trial Registrationhttp://www.chinadrugtrials.org.cn/index.html, identifier CTR20213116.…”
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Formation of unmanned aircraft trajectory when flying around prohibited areas by A. A. Lobaty, A. Y. Bumai, A. M. Avsievich

“…The derived mathematical dependences make it possible to implement them on board a UAV and minimize energy costs when guiding a UAV moving through specified points in space. Computer modeling of the derived analytical results, mathematical dependencies representing the optimal trajectory of the UAV flight along the boundaries of the forbidden zone, as well as the corresponding processes of changing the control acceleration and speed of the UAV movement was carried out, which made it possible to draw conclusions about the efficiency of the proposed method and the feasibility of its further use as a basis. for the initial stage of the synthesis of the UAV control system.…”
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Cardio-rheumatology: integrated care and the opportunities for personalized medicine by Tania Ruiz Maya, Ashley Ciosek, Tracy Frech, Genessis Maldonado, Kevin Myers, Erin Chew, Justin Baba, Anthony Donato, Deepak Gupta, Laura Ross

“…Given the potential for extensive AI data processing but the low prevalence of SSc, developing a multicenter cloud-based image sharing platform would accelerate clinical investigation in the field. …”
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MORPHOMETRIC PARAMETERS OF PLACENTAL CHORIONIC VILLI IN LABOR AFTER 40 WEEKS by О. Козар

“…Digital copies of the image were analyzed using a legal copy of the specialized computer program ImageJ v1.53t. The obtained digital data were processed by statistical methods. …”
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Quantification of Nearshore Sandbar Seasonal Evolution Based on Drone Pseudo-Bathymetry Time-Lapse Data by Evangelos Alevizos

“…This study introduces a novel image-processing technique that produces time series of pseudo-bathymetric data by utilizing multi-temporal (monthly) drone imagery, and it provides an assessment of local morphodynamics at a sandy beach in the southeast Mediterranean. …”
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Social Brain Perspectives on the Social and Evolutionary Neuroscience of Human Language by Nathan Oesch

“…In effect, the social brain and social complexity hypotheses may jointly help to describe how neurotypical children and adults acquire language, why autistic children and adults exhibit simultaneous deficits in language and social cognition, and why nonhuman primates and other organisms with significant computational capacities cannot learn language. But perhaps most critically, the following article argues that this and related research will allow scientists to generate a holistic profile and deeper understanding of the healthy adult social brain while developing more innovative and effective diagnoses, prognoses, and treatments for maladies and deficits also associated with the social brain.…”
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Virus versus host plant microRNAs: who determines the outcome of the interaction? by Fatemeh Maghuly, Rose C Ramkat, Margit Laimer

“…Considering the importance of microRNAs (miRNAs) in the regulation of essential processes in plant pathogen interactions, it is not surprising that, while plant miRNA sequences counteract viral attack via antiviral RNA silencing, viruses in turn have developed antihost defense mechanisms blocking these RNA silencing pathways and establish a counter-defense. …”
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Modelo numérico do transporte de nitrogênio no solo. Parte I: Desenvolvimento e teste do modelo Numerical model of nitrogen transport in the soil. Part I: Model development and tes... by Felizardo A. Rocha, Mauro A. Martinez, Antônio T. Matos, Reinaldo B. Cantarutti, Joseane O. da Silva

“…The first stage consisted of mathematical formulation and elaboration of a computational routine model, in the Delphi 7.0 language. …”
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IMPACT OF COMMERCIAL STRIPED CATFISH (PANGASIANODON HYPOPHTHALMUS) FARMING ON FARMERS’ LIVELIHOOD AND ENVIRONMENT IN BANGLADESH by Khaleda Nasrin, Yeamin Hossain

“…Therefore, it is necessary to implement sustainable aquaculture practices along with proper monitoring and evaluation processes to ensure safe aqua-food production in an environmentally friendly manner, thereby achieving sustainable development goals. …”
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Retrospective cohort study of compliance with post-deployment screening in the Canadian Armed Forces by Peter J H Beliveau, David Boulos, Dylan Johnson

“…Covariate-adjusted marginal compliance prevalence differences (MPD) were computed.Results 67.3% (95% CI65.0 to 69.6) of deployments that required PDS had one completed; 43.3% (95%CI 40.6 to 46.0) were completed within the compliant period. …”
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