Search Results - data processing methods

Crop Water Requirement Estimated with Data-Driven Models Improves the Reliability of CROPWAT 8.0 and the Water Footprint of Processing Tomato Grown in a Hot-Arid Environment by Nicolò Iacuzzi, Noemi Tortorici, Carmelo Mosca, Cristina Bondì, Mauro Sarno, Teresa Tuttolomondo

“…In water-scarce regions, integrating the CROPWAT 8.0 model (enhanced with real-world data) and implementing smart systems can significantly improve water management, refine decision-making processes, and mitigate environmental impacts. …”
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Optimization method for civil aircraft maintenance tasks with obvious operation effects of faults by LAI Tao, CAI Jing, ASSILA Achraf

“…An optimization method for civil aircraft maintenance tasks based on the guidance of IP 44 and the process of Boeing statistical analysis for scheduled maintenance optimization(SASMO)is proposed. …”
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Technical advancement and practical considerations of LC-MS/MS-based methods for host cell protein identification and quantitation to support process development by Jia Guo, Regina Kufer, Delia Li, Stefanie Wohlrab, Midori Greenwood-Goodwin, Feng Yang

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Applying Deep Learning Methods for a Large-Scale Riparian Vegetation Classification from High-Resolution Multimodal Aerial Remote Sensing Data by Marcel Reinhardt, Edvinas Rommel, Maike Heuner, Björn Baschek

“…(II) At the Rhine River, a lower mean IoU was reached due to the limited amount of training data and labelling errors. Applying transfer learning methods and labelling error correction increased the mean IoU to about 60%. …”
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A method for identifying relevant topics of pilot simulator training based on clustering of flight safety reports by Z. R. Zabbarov, A. K. Volkov

“…Natural language processing (NLP) technologies, in one of their applications, provide effective research of patterns and trends in large sets of textual data. …”
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Low Voltage AC Series Arc Fault Detection Method Based on Approximate Entropy for Low Computational Performance Device by Kyoung-Tak Kim, Min-Ho Yoon, Chan-Muk Park, Joung-Hu Park, Sung-Hun Lim

“…However, computing Approximate Entropy within a limited time is constrained by the computational performance of commonly used conventional microcontrollers, which restricts the number of input data points that can be processed. To address this limitation, Maximum Difference and MinMax preprocessing methods are introduced to reduce the number of data points by extracting representative values from segmented intervals. …”
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Method for coal mine safety risk management based on knowledge graph by DUAN Ruiwei

“…Addressing the challenges of multi-source data fusion and poor real-time early warning capabilities in traditional coal mine safety risk monitoring methods, which result in unsatisfactory performance in real-time risk warning and dynamic response, this paper proposes a coal mine safety risk management method based on knowledge graph. …”
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The use of dynamic modeling methods to create an adaptive training system for specialists that meets modern demands in the information field by A. M. Konakov, I. I. Livshits

“…The purpose of the research is to analyze the functionality and features of dynamic modeling as part of training specialists in the field of information security and countering various threats in the information space, taking into account the time factor.Method. The analysis of modeling the basic scenario of incidents and threats to information security, which are the initial data for the formation of the necessary level and requirements for the training of information security specialists, is carried out.Result. …”
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Digitalized Thermal Inspection Method of the Low-Frequency Stimulation Pads for Preventing Low-Temperature Burn in Sensitive Skin by HyungTae Kim, Jong-ik Song, Ji-won Seo, CheolWoong Ko, Gi-ho Seo, Sang Kuy Han

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Improving the Energy Efficiency of Heat-Technical Equipment on the Basis of Numerical Simulation of Non-Stationary Processes by A. M. Niyakovskii, V. N. Romaniuk, Yu. V. Yatskevich, A. N. Chichko

“…For a given mode of heat treatment with the use of the finite volume method, numerical simulation of the hardening process of a symmetric concrete object of cubic shape is performed. …”
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Data-driven optimisation of variation of residual concentration to estimate the hydrogen diffusion coefficient and uptake via MATLABMendeley DataMendeley Data by Luca Gritti, Denny Coffetti, Marina Cabrini, Tommaso Pastore

“…The data permit to elaborate the cylindrical geometry, however it is possible to modify the target curve via a simulation on a specific geometry (not included in the data) and use the same method to elaborate the experimental data of a specific geometry.…”
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UCrack-DA: A Multi-Scale Unsupervised Domain Adaptation Method for Surface Crack Segmentation by Fei Deng, Shaohui Yang, Bin Wang, Xiujun Dong, Siyuan Tian

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Microservices for information support of multi-agent systems: methods of collection, monitoring and decision-making by A. A. Bryzgalov

“…The research uses methods of building a microservice architecture to separate and autonomously perform functions such as data collection, monitoring and diagnostics in order to optimize SLA and increase system reliability. …”
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Fast-track analysis of beetroot using the liquid generated during the cooking processOpen Data is available at under the name “UBU-Polymers Research Group 02062025″. by María Gaona-Ruiz, Saúl Vallejos, Ana Rodríguez, Miriam Trigo-López, Celia Carrillo

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Use me wisely: AI-driven assessment for LLM prompting skills development by Dimitri Ognibene, Gregor Donabauer, Emily Theophilou, Cansu Koyuturk, Mona Yavari, Sathya Bursic, Alessia Telari, Alessia Testa, Raffaele Boiano, Davide Taibi, Davinia Hernandez-Leo, Udo Kruschwitz and Martin Ruskov

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Temporal Segment Method in Sign Word Recognition Using a Pretrained CNN-LSTM Network by Seungju Lee, Irina Polyakova

“…Additionally, video data often contain redundant frames without meaningful information for gesture recognition, further complicating the processing and leading to inefficient resource usage. …”
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Woodworking industry in Russia: analysis of the industry structure and development prospects by Sh. A. Sultanakhmedov

“…Statistical methods of comparison and analytical processing of information were used as research methods. …”
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Enhancing Multi-Class Classification of Non-Functional Requirements Using a BERT-DBN Hybrid Model by Badzliana Aqmar Suris, Aris Thobirin, Sugiyarto Surono, Mohamed Naeem Antharathara Abdulnazar

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IMAGE PROCESSING AT ELLIPSOIDAL PHOTOMETRY by M. A. Bezuglyi, N. V. Bezuglaya, A. B. Samilyak

“…Ellipsoidal photometry using Charge-Coupled Device (CCD photometry), as a new kind of optical diagnostics of scattering media in reflected and/or transmitted light, requires the development of specific principles of data analysis. The object of this work was substantiation the principles of ellipsoidal CCD photometry at implementation of a new data processing method of spatial distribution of scattered optical flux. …”
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A system for automatic construction of knowledge graphs of mathematical documents by O. A. Nevzorova, B. T. Gizatullin

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