Artificial Intelligence and Ontologies for the Management of Heritage Digital Twins Data by Achille Felicetti, Franco Niccolucci

“…After providing an overview of the ontological model underlying the RHDT paradigm, this paper investigates the application of AI to improve data analysis and predictive capabilities of Heritage Digital Twins in synergy with the previously defined RHDTO semantic model. …”
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Integrating the Prior Shape Knowledge Into Deep Model and Feature Fusion for Topologically Effective Brain Tumor Segmentation by Salma Asif, Ahmad Raza Shahid, Kiran Aftab, Syed Ather Enam

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Business Ecosystem Profiling Visualization with Data Analytics: A Review by Minnu Helen Joseph, Timo Kärri

“…This article provides a thorough, systematic, and structured review of several frameworks of business ecosystems and their functioning. It also covers how data analytics can enhance ecosystem profiling by integrating it into these frameworks. …”
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Data Management System and Software for Comprehensive Assessment of the State of the Biosphere by P. K. Shalkevich, D. S. Lavnikovich, Yu. S. Gorodnaya, A. V. Chementsova

“…Therefore, the main task of the research was to select the database structure and database management system technology for developing software for a geographic information system for a comprehensive assessment of the state of the biosphere. An analysis of the types of data used in the geographic information system was carried out, which showed that a system for a comprehensive assessment of the state of the biosphere should provide the ability to work with all types of spatial data that may be required to solve problems of various nature in the field of environmental monitoring. …”
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Network‐assisted protein identification and data interpretation in shotgun proteomics by Jing Li, Lisa J Zimmerman, Byung‐Hoon Park, David L Tabb, Daniel C Liebler, Bing Zhang

“…Abstract Protein assembly and biological interpretation of the assembled protein lists are critical steps in shotgun proteomics data analysis. Although most biological functions arise from interactions among proteins, current protein assembly pipelines treat proteins as independent entities. …”
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Evaluating Game-Based Learning in informal contexts with Data Science by Xavier Rubio-Campillo, Kevin Marín-Rubio, Celia Corral-Vázquez

“…This work presents a methodology for analyzing GBL experiences based on data science and the data collection functionalities offered by current game development platforms. …”
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MONITORING DATA AGGREGATION OF DYNAMIC SYSTEMS USING INFORMATION TECHNOLOGIES by Dmytro Shevchenko, Mykhaylo Ugryumov, Sergii Artiukh

“… The subject matter of the article is models, methods and information technologies of monitoring data aggregation. The goal of the article is to determine the best deep learning model for reducing the dimensionality of dynamic systems monitoring data. …”
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Implementing a digital treatment program for patients with irritable bowel syndrome into routine care: a qualitative evaluation of barriers and facilitators perceived by key stakeh... by Camilla Thuen, Hanne Karoline Hinderaker, Elisabeth Kjelsvik Steinsvik, Linn Anja Slåke Vikøren, Gülen Arslan Lied, Birgitte Berentsen, Robin Maria Francisca Kenter

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Dataset on Environmental Parameters and Greenhouse Gases in Port and Harbor Seawaters of Jeju Island, Korea by Jae-Hyun Lim, Ju-Hyoung Kim, Hyo-Ryeon Kim, Seo-Young Kim, Il-Nam Kim

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Exploring the role of energy transition in shaping the CO2 emissions pattern in China’s power sector by Yujie Wei, Tao Zhao, Xiaoping Zhang, Qi Tian, Fan Zhang

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INFORMATION-ANALYTICAL MODEL FOR A FUZZY PROPORTIONALINTEGRAL-DERIVATIVE CONTROLLER by Timur T. Abduragimov, Vladimir B. Melekhin, Vyacheslav M. Hachumov

“…The principle of realisation of information-analytical model of proportional-integral-derivative law of regulation of state parameters of a complex object on the basis of linguistic variables and linguistic functions is proposed. A method for constructing graphs of linguistic functions is developed on the basis of expert data processing using regression analysis methods. …”
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Mathematical model of independence of alternatives in the theory of ratings by V. M. Romanchak

“…The mathematical model of the utility function in the axiomatic method MAUT is multiplicative or additive and generally corresponds to the rating model with independent variables.…”
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Steering-Angle Prediction and Controller Design Based on Improved YOLOv5 for Steering-by-Wire System by Cunliang Ye, Yunlong Wang, Yongfu Wang, Yan Liu

“…To improve real-time accuracy in steering-angle prediction and enhance effectiveness in steering control, we update the bounding box regression loss function with the generalized intersection over union (GIoU) to Shape-IoU_Loss as a better-converging regression loss function for bounding-box improvement. …”
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Modelling the Spatial Dependence of Multi‐Species Point Patterns by Chathuri L. Samarasekara, Ian Flint, Yan Wang

“…Using synthetic and real datasets, we assessed both models based on their predictive accuracy of the empirical K function. Our analysis revealed that both MLGCP and SPIGPP effectively identify and capture mild to moderate clustering and regulations. …”
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Real-time prediction of port water levels based on EMD-PSO-RBFNN by Lijun Wang, Shenghao Liao, Sisi Wang, Jianchuan Yin, Ronghui Li, Jingyu Guan

“…Addressing the spatial variability, temporal dynamics, and non-linearity characteristics of port water levels, a hybrid prediction scheme was proposed, which integrates empirical mode decomposition (EMD) with a radial basis function neural network (RBFNN), optimized using the particle swarm optimization (PSO) algorithm. …”
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Study protocol for assessing the effectiveness, implementation fidelity and uptake of attachment & child health (ATTACH™) Online: helping children vulnerable to early adversity by Nicole Letourneau, Lubna Anis, Cui Cui, Ian D. Graham, Kharah Ross, Kendra Nixon, Jan Reimer, Miranda Pilipchuk, Emily Wang, Simone Lalonde, Suzanna Varro, Maria Jose Santana, Ashley Stewart-Tufescu, Angela Soulsby, Barbara Tiedemann, Leslie Hill, Tiffany Beks, Martha Hart

“…Implementation outcomes include fidelity and uptake of ATTACH™ Online, assessed via tailored tools and qualitative interviews using NPT, with parents, health care professionals, and administrators from agencies. Power analysis revealed recruitment of 100 families with newborn to 36-month-old children are sufficient to test the primary hypothesis on 80 complete data sets. …”
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Trans‐rectovesical pouch urethral‐sparing robotic‐assisted simple prostatectomy: A case series by Xinnan Chen, Kangkang Zhao, Hao Wang, Chengwei Zhang, Lin Du, Wendi Wang, Tianyi Chen, Haixiang Qin, Xuefeng Qiu, Hongqian Guo, Gutian Zhang

“…All preoperative, perioperative and postoperative clinical data were collected, and descriptive analysis was performed. …”
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Enhanced thyroid nodule detection and diagnosis: a mobile-optimized DeepLabV3+ approach for clinical deployments by Changan Yang, Muhammad Awais Ashraf, Mudassar Riaz, Pascal Umwanzavugaye, Kavimbi Chipusu, Hongyuan Huang, Yueqin Xu

“…To mitigate classification imbalances, we employed Tversky loss functions in the ultrasound image classification process.ResultsIn semantic image segmentation, DeepLabV3+ achieved an impressive Intersection over Union (IoU) of 94.37%, while utilizing only 12.4 MB of parameters, including weights and biases. …”
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Discrimination of mercury, cadmium and lead polluted rice leaves based on near infrared spectroscopy technology by ZHANG Long, PAN Jiarong, ZHU Cheng

“…The spectra of rice leaves were firstly pretreated with wavelet db2 function at 0-5 level, and then calculated with back propagation neural network (BPNN) and radical basis function neural network (RBFNN) model. …”
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WHAT HAPPENED IN THE ECOSYSTEM OF THE OKHOTSK SEA IN 2008–2018? by V. P. Shuntov, O. A. Ivanov, K. M. Gorbatenko

“…On the base of these data, doubts are claimed in correctness of Zuenko’s concept of the ecosystem restructuring in direction to lower productivity and higher efficiency of its functioning.…”
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