University proceedings. Volga region. Technical sciences by Yu.V. Dubenko, E.E. Dyshkant, V.A. Demidov

“…As a result, a method for synthesizing and automatically adapting the architecture of a hierarchical MAS was developed, characterized by automatic modification of a set of agent connections during the operation of the MAS (as well as basic rules that determine the conditions for the emergence of connections), the ability to determine the optimal parameters of the MAS for a specific environment using a genetic algorithm, as well as the ability to model several types of MAS architectures. …”

Improving classifier decision boundaries and interpretability using nearest neighbors by Johannes Schneider, Arianna Casanova

“…Although the improvements may not be large in all four areas, the proposed solution is conceptually simple and requires no modifications to the network architecture, training procedure, or dataset. …”
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Enhancing Patient Safety Education: Cross-Cultural Validation of the APSQ-III in Brazilian Healthcare Students by João Daniel de Souza Menezes, Matheus Querino da Silva, Emerson Roberto dos Santos, Rodrigo Soares Ribeiro, Natália Almeida de Arnaldo Silva Rodriguez Castro, Isabela Amaral de Almeida Bistafa, Alex Bertolazzo Quitério, Eliana Fazuoli Chubaci, Sônia Maria Maciel Lopes, Flávia Cristina Custódio, Stela Regina Pedroso Vilela Torres de Carvalho, Gustavo Schiavinato, Thalissa Catricala, José Nathan Fernandes Rocha, Vânia Maria Sabadoto Brienze, Josimerci Ittavo Lamana Faria, Denise Cristina Mós Vaz Oliani, Antônio Hélio Oliani, Vânia Zaqueu Brandão, Júlio Cesar André, Rita de Cassia Helú Mendonça Ribeiro

“…<b>Materials and Methods:</b> The cross-cultural adaptation process adhered to the guidelines of for the Process of Cross-Cultural Adaptation of Self-Report Measures, encompassing translation, synthesis, back-translation, and expert committee evaluation. …”
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Tailored 3D Lattice Microstructures for Enhanced Functionality in Blood‐Gas Exchange by Kai P. Barbian, Teresa Lemainque, Ina Grunden, Roman Iwa, Bettina Wiegmann, John Linkhorst, Matthias Wessling, Jan Heyer, Ulrich Steinseifer, Michael Neidlin, Sebastian V. Jansen

“…Triply periodic minimal surface (TPMS) lattice structures are proposed to provide increased mass transfer efficiency and local adaptability introducing heterogeneous properties. However, the adaptation of these structures for blood flow, as in ECLS, is challenging as a hemocompatible flow distribution must be established. …”
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Quantum Variational Autoencoder Based on Weak Measurements With Fuzzy Filtering of Input Data by Vyacheslav Korolyov, Maksim Ogurtsov, Oleksandr Khodsinskyi

“…Fuzzy clustering allows the system to effectively operate with ambiguous situations under conditions of uncertainty. Computer simulations have shown that adapting the fuzzy membership function to the type of input data, increasing the number of latent variables, and selecting the learning rate of the neural network can improve the quality of the reconstruction of the input signal.…”
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Injection moulding of long glass fibre reinforced polyamide 6-6: guidelines to improve flexural properties

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Bond strength of aged provisional 3D-printed methacrylate resin with different surface treatments and repair materials by Nutthawat Taokhampu, Hathairat Lekatana, Jadesada Palasuk

“…However, chairside modifications remain necessary to enhance marginal adaptation, esthetics, and functionality. …”
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Enhancing dynamic resource management in decentralized federated learning for collaborative edge Internet of Things by Asma Aldrees, Ashit Kumar Dutta, Ahmed Emara, Sana Shahab, Zaffar Ahmed Shaikh, Yousef Ibrahim Daradkeh, Mohd Anjum

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Image Inpainting and Digital Camouflage: Methods, Applications, and Perspectives for Remote Sensing by Kinga Karwowska, Damian Wierzbicki, Michal Kedzierski

“…To broaden the understanding of these methods, this study also reviews techniques developed in the field of computer science, which have the potential to be adapted for remote sensing applications. …”
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An Industrial Add-On for Precision Die-Centering in Catheter Extrusion Using Visual Servoing by Han Chang Lee, Byeong Hak Kim, Jong Pil Yun, Gyu Man Kim, Woojin Kim, Hong-In Won

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Directed attenuation to enhance vaccine immunity. by Rustom Antia, Hasan Ahmed, James J Bull

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Number Recognition Through Color Distortion Using Convolutional Neural Networks by Christopher Henshaw, Jacob Dennis, Jonathan Nadzam, Alan J. Michaels

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Beyond Snippet Assistance: A Workflow-Centric Framework for End-to-End AI-Driven Code Generation by Vladimir Sonkin, Cătălin Tudose

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Fake Fingerprint Classification Using Hybrid Features Learning With Gradient Boosting by Muhammad Salman Ali, Arslan Akram, Javed Rashid, Muhammad Arfan Jaffar, Dilawar Shah, Shujaat Ali, Muhammad Tahir

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Increment of Academic Performance Prediction of At-Risk Student by Dealing With Data Imbalance Problem by Nguyen Giap Cu, Thi Lich Nghiem, Thi Hoai Ngo, Manh Tuong Lam Nguyen, Hong Quan Phung

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SHARPNESS IMPROVEMENT OF MAGNETIC RESONANCE IMAGES USING A GUIDED-SUBSUMED UNSHARP MASK FILTER by Manar AL-ABAJI, Zohair AL-AMEEN

“…The improved guided filter employs a hybrid procedure instead of the mean filter in the smoothing process and relies on an adaptive regularization parameter. The applied modifications eliminated the overshooting and halo effects of the original unsharp masking and the guided filter, resulting in better-quality images. …”
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HMCFormer (hierarchical multi-scale convolutional transformer): a hybrid CNN+Transformer network for intelligent VIA screening by Bo Feng, Chao Xu, Zhengping Li, Chuanyi Zhang

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Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm by Shixing Zheng

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Subtypes detection of papillary thyroid cancer from methylation assay via Deep Neural Network by Andrea Colacino, Andrea Soricelli, Michele Ceccarelli, Ornella Affinito, Monica Franzese

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Low-Cost Embedded System Design for Smart Home Automation Using RF Technology by Yavuz Erdem

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