Determining Energy Production and Consumption Signatures Using Unsupervised Clustering by Andrzej Marciniak, Arkadiusz Małek

“…This article presents an algorithm for assessing the correctness of the selection of a photovoltaic system with a peak power of 50 kWp for the needs of a university administration building. …”
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Behavior Tracking and Analyses of Group-Housed Pigs Based on Improved ByteTrack by Shuqin Tu, Haoxuan Ou, Liang Mao, Jiaying Du, Yuefei Cao, Weidian Chen

“…In 1 min videos, the Pig-ByteTrack algorithm achieved Higher Order Tracking Accuracy (HOTA) of 72.9%, Multi-Object Tracking Accuracy (MOTA) of 91.7%, identification F1 Score (IDF1) of 89.0%, and ID switches (IDs) of 41. …”
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AI driven automation for enhancing sustainability efforts in CDP report analysis by Ramya Rangarajan, Tamilarasi Kathirvel Murugan, Logeswari Govindaraj, Venyaa Venkataraman, Krithik Shankar

“…This paper proposes a novel hybrid approach that combines Genetic Algorithms (GA) with Long Short-Term Memory (LSTM) networks to optimize supply chain sustainability. …”
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Determination of Fast-Moving Objects’ Speed and Range with Linear Frequency Modulation Continuous Wave Radar Using Autocorrelation Scheme by N. V. Sokolik

“…The paper represents a detailed description of main steps of signal processing algorithm in the model of the ADAS low-power centimeter range radar, which provides fast-moving objects speed and range definition.Aim. …”
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Structure and dynamics analysis of brain functional hypernetworks based on the null models by Chen Cheng, Yao Li, Chunyan Wang, Yanli Yang, Hao Guo

“…Specifically, first, based on the original brain functional hypernetwork, this article proposed the optimized hyper dK-series algorithm with hyperedges to construct null models that preserved the different node attributes and hyperedge attributes of the original brain functional hypernetwork, respectively. …”
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Computer-Aided Supporting Models of Customized Crack Propagation Sensors for Analysis and Prototyping by Paulina Kurnyta-Mazurek, Rafał Wrąbel, Artur Kurnyta

“…For a prototyping of the sensor lay out, an algorithm is elaborated, based on an application created in LabVIEW 2022 software, which generates two spreadsheets formatted by the requirements of Autodesk Inventor 2014 and COMSOL Multiphysics 5.6 software, based on data entered by the user. …”
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Differential Diagnostic Indicators for the Appointment of Non-Steroidal Anti-Inflammatory Therapy in the Treatment of Red Eye Syndrome at the Stage of Primary Outpatient Admission.... by V. N. Trubilin, E. G. Polunina, A. A. Kozhukhov, V. V. Kurenkov, N. V. Moreva, A. V. Trubilin, K. V. Chinenova

“…The application of the Delphi method in various areas of ophthalmological practice has made it possible to develop practical recommendations for the diagnosis of visual stress, methods for diagnosing and treating keratoconus, to develop clinical guidelines for the diagnosis and treatment of patients with Sjögren’s syndrome, to classify the signs and symptoms of dry eye syndrome in accordance with the main mechanism of its occurrence and etc. A survey ophthalmologist expert conducted during the study, performed in accordance with the Delphi method, aimed at developing a differential algorithm in the treatment of patients with one of the most common pathologies among diseases belonging to the category of “red eye syndrome” — conjunctivitis, allowed identify key symptoms for prescribing different groups of drugs. …”
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An efficient and resilient energy management strategy for hybrid microgrids inspired by the honey badger's behavior by Ahmed A. Shaier, Mahmoud M. Elymany, Mohamed A. Enany, Nadia A. Elsonbaty, Marwa M. Tharwat, Marwa M. Ahmed

“…The performance of the proposed EMS across different operational scenarios is assessed using seven distinct algorithms to identify the best solution, particularly emphasizing two main objective functions: operating cost and loss of power supply probability (LPSP). …”
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Study of in situ stress inversion of deeply incised valleys considering the river evolution process by Xianliang Wang, Changgui Zhao, Fenyuan Cheng, Zhiwei Ma, Wei Qi, Yinling Dou, Hao Lan, Jianhai Zhang, Benguo He, Lingying Peng, Wei Du

“…Finally, by analyzing the ground stress field of the underground main powerhouse in Shuangjiangkou, it is found that high-stress-induced disasters such as rock bursts and large deformations may occur in the area.…”
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Application analysis of computer vision and image recognition based on improved VGG16 network by Xuanzhang Zhu, Yafei Li

“…The research improves the deep convolutional neural network model through wavelet analysis algorithm. The deep convolutional neural network model mainly reduces the number of parameters in image recognition, while the wavelet analysis algorithm mainly denoises the noise that appears in image recognition. …”
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Spatial dynamometering of working tools of agricultural implements by V. I. Myalenko, N. A. Marinov

“…A block diagram of the strain-measuring segments connection with the electronic media provides the definition of the main vector parameters and the principal moment of the external force loading of agricultural machines tools. …”
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Performance of invariants of gravity gradient tensor in matching navigation: A case study in South China Sea by Xiaoyun Wan, Ming Li, Panpan Chen, Faisal Hussain

“…Choosing appropriate background field data is crucial for gravity field matching navigation. Current research mainly uses gravity anomaly data or gravity gradient data as background fields. …”
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Application of big data and artificial intelligence in visual communication art design by Ailing Zhang

“…This essay proposed the STING algorithm for big data for multi-resolution information clustering in VISCOM art. …”
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Ecosystem Services Trade-Offs in the Chaohu Lake Basin Based on Land-Use Scenario Simulations by Aibo Jin, Gachen Zhang, Ping Ma, Xiangrong Wang

“…Using the PLUS model and multi-objective genetic algorithm (MOGA), land-use changes for 2030 were simulated, and their effects on ESs were assessed quantitatively and qualitatively. …”
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Post-Transplant Liver Monitoring Utilizing Integrated Surface-Enhanced Raman and AI in Hepatic Ischemia-Reperfusion Injury Animal Model by Lee S, Kwon H, Oh J, Kim KR, Hwang J, Kang S, Lee K, Namgoong JM, Kim JK

“…Keywords: liver ischemia-reperfusion injury, liver function, surface-enhanced Raman spectroscopy, discriminant analysis, machine learning algorithm…”
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An Identity Management Scheme Based on Multi-Factor Authentication and Dynamic Trust Evaluation for Telemedicine by Yishan Wu, Mengxue Pang, Jianqiang Ma, Wei Ou, Qiuling Yue, Wenbao Han

“…A security analysis shows it resists impersonation, man-in-the-middle, and password modification attacks while preserving user anonymity. …”
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The structure of urgent conditions of servicemen of the Armed Forces of Ukraine in modern conditions by M. I. Badiuk, O. O. Mykyta, I. P. Semeniv, M. M. Rygan, V. V. Kosarchuk

“…A list of algorithms and protocols for the provision of medical assistance to servicemen of the Armed Forces of Ukraine under the main emergency conditions in today's conditions is proposed.Conclusions. …”

ANALYSIS OF SOME APPROACHES IN CURRENT PRACTICE OF TRANSPORT MODELLING by E. S. Temnov

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Evaluation of geological engineering factors for productivity of deep CBM well after fracturing based on grey correlation method by KONG Xiangwei,XIE Xin,WANG Cunwu,SHI Xian

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Visualization of Hazardous Substance Emission Zones During a Fire at an Industrial Enterprise Using Cellular Automaton Method by Yuri Matveev, Fares Abu-Abed, Leonid Chernishev, Sergey Zhironkin

“…They are characterized by taking into consideration the rules for filling the dispersion ellipse, as well as determining the effects of interaction with obstacles, which allows for a more accurate mathematical description of the spread of a cloud of toxic combustion products in densely built-up areas. Since the main problems of the cellular automation approach to modeling the dispersion of pollutants are the problems of speed and numerical diffusion, in this article the frontal cellular automation algorithm with a 16-point neighborhood pattern is used, which takes into account the features of the calculation scheme for finding the shortest path. …”
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