A New Construction Method for Rectangular Cartograms by Lina Wang, Haoxun Yuan, Xiang Li, Pengfei Lu, Yaru Li

“…This algorithm simplifies the layout computation process while ensuring that the adjacency and relative positional relationships between regions during the layout generation process have only minor errors. …”
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Optimization of NoN-melt-back-etching and selectivity for selective area growth of GaN drain on Si (100) substrate by Cheng-Jun Huang, Shuo Hwai, Tsai-Fu Chung, Chien-Nan Hsiao, Bo-Cheng Lin, Hung-Ching Tsai, Chi Huang Lui, Edward. Yi Chang, Mau-Chung Frank Chang

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A re-examination of information seeking behaviour in the context of activity theory by Wilson T.D.

“…A contrast is made between an activity system perspective and an activity process perspective and a diagrammatic representation of the process perspective is offered. …”
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A Small Target Pedestrian Detection Model Based on Autonomous Driving by Yang Zhang, Shuaifeng Zhang, Dongrong Xin, Dewang Chen

“…First, a residual block with a discard layer is constructed to replace the standard residual block in the residual network structure to reduce the complexity of the model computation process and solve the problems of gradient disappearance and explosion in the deep network. …”
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Research on Fluid-solid Coupling Numerical Simulation for Debris Transport in Containment Based on CFD-DEM Method by ZHANG Fengtao, ZHANG Jing, WU Yingwei, HE Yanan, TIAN Wenxi, QIU Suizheng

“…Based on the established numerical analysis model, the migration process of thermal insulation cotton debris was simulated at inlet flow rates of 1 m/s and 2 m/s, and the migration process mechanism of the debris and the accumulation characteristics of the debris were analyzed. …”

PEDAGOGICAL ASPECTS OF PROFESSIONAL TRAINING OF FUTURE SPECIALISTS IN GRAPHIC DESIGN by Ju Dongting

“…The main components of the educational process (personal-resource, creative-operational, design and engineering) that contribute to the development of project thinking are identified. …”
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Pixel super-resolved virtual staining of label-free tissue using diffusion models by Yijie Zhang, Luzhe Huang, Nir Pillar, Yuzhu Li, Hanlong Chen, Aydogan Ozcan

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The Model of Socio-Economic Stratification of Society Based on An Agent Approach, Taking Into Account Rank Exchange by V. A. Kapitanov, O. S. Osipova, A. U. Maksimova

“…The limitations of the created mathematical model are shown:– the impossibility of creating an adequate Lorentz curve with insufficient computing power;– inability to describe changes in cross-country inequality, since countries are not subjects of rank exchange, although interstate agreements certainly have an impact on the exchange between economic subjects of social interaction;– inability to describe situations of absolute poverty, i.e. long-term decline in income, although in the real economy such situations are sometimes observed;– the endless growth of inequality over time, whereas in reality economic processes of inequality growth are always opposed by social processes of counteraction to this growth.Conclusion. …”
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Evaluating the robustness of Bayesian flood mapping with Sentinel-1 data: A multi-event validation study by Florian Roth, Mark Edwin Tupas, Claudio Navacchi, Jie Zhao, Wolfgang Wagner, Bernhard Bauer-Marschallinger

“…The results demonstrate that the GFM service would benefit for using both VV and VH polarization and relaxing filters applied in the SAR processing workflow.…”
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Logistics Hub Surveillance: Optimizing YOLOv3 Training for AI-Powered Drone Systems by Georgios Tepteris, Konstantinos Mamasis, Ioannis Minis

“…Typically, the tuning process requires significant computational effort to train the model under numerous combinations of hyperparameters. …”
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Light absorbing carbonaceous aerosols: Concentrations and sources in an under-monitored setting by Saloni Vijay, Hope Kelvin Chilunga, Lars Schöbitz, Elizabeth Tilley

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Predicting Surface Roughness and Grinding Forces in UNS S34700 Steel Grinding: A Machine Learning and Genetic Algorithm Approach to Coolant Effects by Mohsen Dehghanpour Abyaneh, Parviz Narimani, Mohammad Sadegh Javadi, Marzieh Golabchi, Samareh Attarsharghi, Mohammadjafar Hadad

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Prediction of Metal Additively Manufactured Bead Geometry Using Deep Neural Network by Min Seop So, Mohammad Mahruf Mahdi, Duck Bong Kim, Jong-Ho Shin

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On the machine learning algorithm combined evolutionary optimization to understand different tool designs’ wear mechanisms and other machinability metrics during dry turning of D2... by Muhammad Sana, Muhammad Umar Farooq, Sana Hassan, Anamta Khan

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A Heterogeneity-Aware Semi-Decentralized Model for a Lightweight Intrusion Detection System for IoT Networks Based on Federated Learning and BiLSTM by Shuroog Alsaleh, Mohamed El Bachir Menai, Saad Al-Ahmadi

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Evaluating microstructural and machine learning predictive models for friction drilling of sustainable snail shell reinforced aluminium matrix composites by Rajesh Jesudoss Hynes Navasingh, R. Sankaranarayanan, Priyanka Mishra, Angela Jennifa Sujana J, Jebasingh Jeremiah Rajesh, Jana Petru

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Research on Modification Technology of Laser Cladding Stellite6/Cu Composite Coating on the Surface of 316L Stainless Steel Plow Teeth by Wenhua Wang, Qilang He, Wenqing Shi, Weina Wu

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Clinical and radiological characteristics of the course of the newly diagnosed tuberculosis spondylitis in adults and the effectiveness of the main course of antimycobacterial ther... by О. М. Raznatovska, V. V. Bezdenezhnyi, V. I. Mozolyuk

“…There were 14 (36.8 %) women and 24 (63.2 %) men. Study results were processed by modern methods of analysis on a personal computer using statistical software package Statistica® for Windows 6.0 (Stat Soft Inc., AXXR712 D833214FAN5). …”
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Identification of Novel Progesterone Receptor (PR) Inhibitors (<i>Homo sapiens</i>) from Metabolites of Biotransformation Fungal: A Bioinformatics Approach by Janaína de Araújo E. Dourado, Samuel Q. Lopes, David Esteban Q. Jimenez, Ryan S. Ramos, Irlon M. Ferreira

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Intelligent Predetermination of Generator Tripping Scheme: Knowledge Fusion-based Deep Reinforcement Learning Framework by Lingkang Zeng, Wei Yao, Ze Hu, Hang Shuai, Zhouping Li, Jinyu Wen, Shijie Cheng

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