Intelligent monitoring method for conveyor belt misalignment based on deep learning by ZUO Mingming, ZHANG Xi, YANG Zihao, SUN Qifei, ZHANG Mengchao, ZHANG Yuan, LI Hu

“…Experimental results demonstrated that the diagonal features of the predicted bounding box could stably and efficiently achieve conveyor belt edge recognition and misalignment quantification, thereby simplifying image data processing and annotation tasks. The method exhibited strong generalization ability and rapid transfer learning capability. …”
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Pulsed Electric Field Induces Significant Changes in the Metabolome of <i>Fusarium</i> Species and Decreases Their Viability and Toxigenicity by Adam Behner, Jana Palicova, Anna-Hirt Tobolkova, Nela Prusova, Milena Stranska

“…The viability of the <i>Fusarium</i> species was assessed by counting the colony-forming units, and changes in the mycotoxin content and metabolomic fingerprints were evaluated by using UHPLC-HRMS/MS instrumental analysis. For metabolomic data processing and compound identification, the MS-DIAL (v. 4.80)–MS-CleanR–MS-Finder (v. 3.52) software platform was used. …”
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Person Detection for an Orthogonally Placed Monocular Camera by Pavel Skrabanek, Petr Dolezel, Zdenek Nemec, Dominik Stursa

“…As the overall price is mainly given by prices of the used sensor and processing unit, we propose the utilization of a visible spectrum camera and data processing algorithms of low time complexity to ensure a low price of the final product. …”
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Changes of Metabolomic Profile in Helianthus annuus under Exposure to Chromium(VI) Studied by capHPLC-ESI-QTOF-MS and MS/MS by Alan Alexander Gonzalez Ibarra, Kazimierz Wrobel, Eunice Yanez Barrientos, Alma Rosa Corrales Escobosa, J. Felix Gutierrez Corona, Israel Enciso Donis, Katarzyna Wrobel

“…Molecular formulas were assigned based on data processing with two computational tools (SIRIUS and MS-Finder); annotation of candidate structures was performed by database search using CSI:FingerID and MS-Finder. …”
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Studying the biochemical composition of peanut accessions from the VIR collection by V. D. Bemova, T. V. Shelenga, M. Sh. Asfandiyarova, T. V. Yakusheva, N. V. Kishlyan

“…ANOVA was applied for statistical data processing. Results and discussion. The percentage composition of 18 fatty acids was calculated in peanut oil, with oleic and linoleic acids dominating. …”
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Intra- and interspecific variability of <i>Mentha arvensis</i> L. and <i>M. Canadensis</i> L. by M. V. Semenova, O. L. Enina, O. V. Shelepova

“…The European and Asian groups of samples were clearly distinguished by the analysis of quantitative parameters of the calyx and leaves, but different methods of data processing produced different results in determining the belonging of the Far Eastern plants to a particular group. …”
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Gender Variations in the Oral Microbiomes of Elderly Patients with Initial Periodontitis by Jie Zhao, Ying-Hui Zhou, Ya-Qiong Zhao, Yao Feng, Fei Yan, Zheng-Rong Gao, Qin Ye, Yun Chen, Qiong Liu, Li Tan, Shao-Hui Zhang, Jing Hu, Marie Aimee Dusenge, Yun-Zhi Feng, Yue Guo

“…Twelve males and twenty females (range 50–68 years old) with initial periodontitis provided subgingival plaque samples. 16S rRNA gene sequencing, QIIME-based data processing, and statistical analyses were carried out using several different analytical approaches to detect differences in the oral microbiome between the two groups. …”
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Genes of Inflammation and Placental Function GWAS Associated with Idiopathic Recurrent Miscarriage in the Kazakh Population by Alexandra Murtazaliyeva, Gulnara Svyatova, Galina Berezina, Gulfairuz Urazbayeva, Aigerim Sadyrbekova

“…Statistical Analysis Used: For statistical data processing, Pearson’s criterion, confidence interval (CI) and probability value were taken into account. …”
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SOCIAL ATTITUDES TO DRUGS ABUSE AMONG YOUTH AND DRUG ABUSE PREVENTION by Y. N. Nakhimova, G. F. Romashkina

“…Sociological methods, including poll, questioning and the formalized interviews are applied at an experimental investigation phase. Data processing is carried out in technique of the factorial and classification analysis.Results and scientific novelty. …”
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Tracking illegal activities using video surveillance systems: a review of the current state of research by D. O. Zhadan, M. V. Mordvyntsev, D. V. Pashniev

“…To solve the problem of video data processing, various methods are used, the most modern of which is the use of artificial intelligence to filter a large amount of data from video cameras and the application of various video processing algorithms. …”
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Phenotypic variability of <i>Linum usitatissimum</i> L. accessions under the conditions of the Northern Trans-urals by K. P. Korolev, N. A. Bome, N. N. Kolokolova

“…Phenotypic screening was performed according to the published lists of descriptors, taking into account outdoor seed germination, plant height, seed yield, flax straw, retted stalks, and fiber. Statistical data processing included the multivariate analysis of variance and correlation analysis. …”
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Experimental Validation of a GNSS Receiver Antenna Absolute Field Calibration System by Antonio Tupek, Mladen Zrinjski, Krunoslav Špoljar, Karlo Stipetić

“…To mitigate the corresponding range errors, phase center corrections (PCCs) are determined through a specialized procedure known as receiver antenna calibration and subsequently applied in data processing. In 2023, the Laboratory for Measurements and Measuring Technique (LMMT) of the Faculty of Geodesy, University of Zagreb, Croatia, initiated the development of a new robotic GNSS receiver antenna calibration system. …”
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DataLab as a Service: Distributed Computing Framework for Multi-Interactive Analysis Environments by Aida Palacio Hoz, Andres Heredia Canales, Ezequiel Cimadevilla Alvarez, Marta Obregon Ruiz, Alvaro Lopez Garcia

“…However, managing and scaling these resources for large-scale data processing remains a challenge. In this work, we introduce a novel framework called Datalab as a Service which integrates cutting-edge and open-source technologies to offer an online platform designed for both resource providers and researchers. …”
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Pre-operative Neutrophil-Lymphocyte and Platelet-Lymphocyte Ratios as Predictors of Morbidity and Mortality in Diabetic Foot Infection Amputation Patients by Joseph Paulo Sales, Emiliano Tablante

“…Stata software was used for data processing and analysis. Results: Only 10.28% of patients experienced in-hospital morbidity and/or mortality. …”
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Energy efficiency as a driver of the circular economy and carbon neutrality in selected countries of Southern Europe: a soft computing approach by Alma Ramčilović Jesih, Goran Šimić, Ljubiša Konatar, Zoran Brljak, Polona Šprajc

“…Conclusions The implementation of circularity and carbon neutrality as a long-term goal of the European Union is not necessarily related to the level of economic development, nor can its trajectory be exclusively ascertained by means of data processing and monitoring. A more precise understanding of a carbon-neutral future can be achieved through the incorporation of qualitative data to a greater extent, a realistic evaluation of historical facts and their repercussions, as well as projections of the effects that reality and global developments after 2022 will have on each country.…”
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Advances in Biomedical Missing Data Imputation: A Survey by Miriam Barrabes, Maria Perera, Victor Novelle Moriano, Xavier Giro-I-Nieto, Daniel Mas Montserrat, Alexander G. Ioannidis

“…By synthesizing insights from existing literature, we provide a holistic perspective on the effectiveness of various imputation methods under different biomedical contexts, thereby facilitating informed decision-making for researchers and practitioners in applying imputation techniques to biomedical data processing.…”
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Increasing the MSMEs performance through cutting edge innovation capability by Muhammad Yamin Siregar, Warsani Purnama Sari, Ahmad Prayudi, Alfifto

“…Findings – The findings of this study show that Cutting Edge Innova¬tion Capability has positive and significant effect on performance of MSMEs from data processing and hypothesis testing results. Cutting Edge Inno¬vation Capability is innovation capabilities that combine product innovation, process innovation, market innovation, and organi¬zation innovation as: Sensing Capability, Seizing Capability, Trans¬forming Capability, Break¬through Concept Capability, and Superior Marketing Capability. …”
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DeLoCo: Decoupled location context-guided framework for wildlife species classification using camera trap images by Lifeng Wang, Shun Wang, Chenxun Deng, Haowei Zhu, Ye Tian, Junguo Zhang

“…This demonstrates the great advantages of utilizing our innovative DeLoCo method for the efficient ecological data processing in camera trap images with location information. …”
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Face Detection Using Hybrid SNN-ANN to Process Neuromorphic Event Stream by Waseem Shariff, Paul Kielty, Joe Lemley, Peter Corcoran

“…To overcome these limitations, this paper explores the benefits of neuromorphic event cameras, which capture asynchronous pixel-level changes, offering lower data processing demands and reduced latency. The paper proposes a hybrid architecture combining Spiking Neural Networks (SNNs) and Artificial Neural Networks (ANNs). …”
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Seismic Imaging of Halokinetic Sequences and Structures With High‐Resolution, Dual‐Element Acquisition, and Processing: Applications to the Gassum Structure in Eastern Jutland, Den... by M. Westgate, K. Kucinskaite, E. Konstantinidis, A. Malehmir, M. Papadopoulou, U. Gregersen, M. Keiding, M. Bjerager

“…High‐resolution seismic data processing and interpretation reveals a skewed dome structure with steeper flanks on the western and northern sides, characterized by faults and stratigraphic thinning. …”
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