Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction by Wesam Ibrahim Hajim, Suhaila Zainudin, Kauthar Mohd Daud, Khattab Alheeti

“…Optimized feature learning and extraction processes are suggested to handle this problem. …”
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Improved U-Net++ Semantic Segmentation Method for Remote Sensing Images by Yang Xu, Bin Cao, Hui Lu

“…Remote sensing image semantic segmentation has extensive applications in land resource planning and smart cities. Due to the problems of unclear boundary segmentation and insufficient Semantic information of small targets in high-resolution remote sensing images, an improved network TU net based on U-net++ is proposed. …”
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Community Participation in Health Systems Research: A Systematic Review Assessing the State of Research, the Nature of Interventions Involved and the Features of Engagement with Co... by Asha S George, Vrinda Mehra, Kerry Scott, Veena Sriram

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ASAD: A Meta Learning-Based Auto-Selective Approach and Tool for Anomaly Detection by Nadia Rashid, Rashid Mehmood, Fahad Alqurashi, Saad Alqahtany, Juan M. Corchado

“…To address this, we propose an innovative auto-selective approach and software tool based on meta-learning, called ASAD (Auto-Selective Anomaly Detection), to dynamically select the most appropriate model based on the unique features of a given dataset or problem domain. ASAD trains an ML model to predict the best candidate from a large pool of models by considering the specific characteristics and requirements of the dataset. …”
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Managing Supply on Market of ‘Last Mile’ Delivery in Sphere of Fast-Moving Consumer Goods by D. A. Porokhovnik, I. G. Kamenev

“…In this article the authors study the problem of supply management of company in the sphere of fast-moving consumer goods in the Internet at the final stage of delivery (‘Last mile’). …”
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Analytical and numerical computations for bioconvective flow Maxwell nanofluid with variable thermal properties using homotopy analysis method and finite difference scheme by Jawaher Alzahrani

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Removing potential difficulties among students in foreign language classes by Maria Valerievna Volnakova

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Learning Curvelet-based Directional Dictionaries for Single Image Super Resolution by Elhameh Mikaeli, Ali Aghagolzadeh, Mehdi Nooshyar

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Change-Guided Difference Interaction Attention Network for Remote Sensing Change Detection by Canbin Hu, Sida Du, Hongyun Chen, Xiaokun Sun, Kailun Liu

“…However, many existing methods struggle to extract change-relevant features when faced with dual-temporal remote sensing images characterized by inconsistent and complex feature distributions, leading to false alarms. …”
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A Graph-Based Multimodal Fusion Framework for Assessment of Freezing of Gait in Parkinson’s Disease by Ningcun Xu, Chen Wang, Liang Peng, Xiao-Hu Zhou, Jingyao Chen, Zhi Cheng, Zeng-Guang Hou

“…Most current methods for assessing FOG severity often overlook the interpretability of the extracted gait features. In this study, we design a multimodal gait feature dataset with rich physical significance, including kinematics, kinetics, and spatiotemporal modalities. …”
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METHODICAL ASPECTS OF DEVELOPMENT OF MUSICAL-AUDITORY IMAGES OF PUPILS OF MUSIC SCHOOLS by Evgeniia B. Cherniak, Juliia V. Volskaya, Svetlana P. Mishchenko, Vladimir V. Yorkin

“…The methodological foundations of the study were culturological, aesthetic-philosophical, musicalpsychological works of leading scientists, which carefully outlined the problem of development of musical and auditory images as semantic manifestations of musical language of composer and performer, individual psychological features of pupils’ adaptations to instrumental playing. …”
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Machine vision-based detection of key traits in shiitake mushroom caps by Jiuxiao Zhao, Jiuxiao Zhao, Wengang Zheng, Wengang Zheng, Yibo Wei, Yibo Wei, Qian Zhao, Qian Zhao, Jing Dong, Jing Dong, Xin Zhang, Xin Zhang, Mingfei Wang, Mingfei Wang

“…This study puts forward a machine vision-based prediction method to solve the problem regarding the measurement of traits in shiitake mushroom caps during the shiitake mushroom breeding process. …”
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MELTING CONDITIONS OF GRANITOID XENOLITHS IN CONTACT WITH ALKALINE MAFIC MAGMA (GUSINOOZERSKAYA DYKE, WESTERN TRANSBAIKALIA): TO THE PROBLEM OF THE ORIGIN OF ULTRAPOTASSIC ACID MEL... by V. B. Khubanov, T. T. Vrublevskaya, A. A. Tsygankov, A. G. Vladimirov, M. D. Buyantuev, E. N. Sokolova, V. F. Posokhov, E. A. Khromova

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A division-dependent compartmental model for computing cell numbers in CFSE-based lymphocyte proliferation assays by H. Thomas Banks, W. Clayton Thompson, Cristina Peligero, Sandra Giest, Jordi Argilaguet, Andreas Meyerhans

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OW-YOLO: An Improved YOLOv8s Lightweight Detection Method for Obstructed Walnuts by Haoyu Wang, Lijun Yun, Chenggui Yang, Mingjie Wu, Yansong Wang, Zaiqing Chen

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The use of the mentoring institute on the example of teaching economic disciplines: patterns and implementation specifics by M. N. Rybina

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Representation of the Mythological Pattern in the Image of the President of Ukraine V. Zelenskyy over the Period of 2019–2024 by Oles’ Dovhanyk

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Deep Structure of the Middle Urals According to Magnetic and Gravitational Data by Byzov Denis, Martyshko Petr, Fedorova Natalia, Rublev Aleksey

“…Using original parallel algorithms for solving forward and inverse problems of gravimetry and magnetometry, a density model of the lithosphere and sources of magnetic anomalies in the Earth's crust were constructed. …”
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Analysis of the Current State of Social Entrepreneurship Development in Kazakhstan by A. M. Yerzhanova, L. Z. Ashirbekova, Ja. Korpysa

“…Kazakhstan faces various social problems such as unemployment, poverty and regional disparities. …”
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Features of Formation and Functioning of the Spanish Colonial Administration in America During the 16^th and 17^th Centuries by A. V. Dementiev

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