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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SAR Target Depression Angle Invariant Recognition of Few-Shot Learning Via Dense Graph Prototype Network by Xiangyu Zhou, Yuhui Zhang, Qianru Wei

“…DGP-Net addresses the feature deviation problem by learning potential features and utilizes feature distribution modeling for classification. …”
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Clinical Applicability of Machine Learning Models for Binary and Multi-Class Electrocardiogram Classification by Daniel Nasef, Demarcus Nasef, Kennette James Basco, Alana Singh, Christina Hartnett, Michael Ruane, Jason Tagliarino, Michael Nizich, Milan Toma

“…They exhibit strong convergence and robust feature importance rankings, with ventricular rate, QRS duration, and P-R interval identified as key predictors. …”
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Enhanced UAV Detection and Classification With Birds Using NLFM Pulse-Doppler Radar by Ju-Hong Park, Yoo-Ho Jang, Sang-Hoon Kang, He-Won Jung, Seong-Ook Park

“…The Doppler spectrum features derived from NLFM have achieved improved detection and high performance.…”
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Automatic picking method for ground penetrating radar wave groups at rough coal-rock interfaces by Ying TIAN, Chunzhi LI, Shuo CHEN, Zihao WANG, Fuyan LYU, Qiang ZHANG, Meng HAN, Chengjun HU

“…The method also employs a RANSAC iterative fitting algorithm and waveform feature matching to classify and identify interfering hyperbolas and coal-rock interface curves. …”
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Improving the Socio-Vocational Skills of Adults with Intellectual and Developmental Disabilities Using Video Modeling: A Pilot Study by Yfat Ben Refael, Patrice L. Weiss, Yael Shidlovsky Press, Eynat Gal, Sharon Zlotnik

“…Subsequently, seventeen adults who have social difficulties at work participated in four weekly therapy sessions featuring the “Cog ‘n’ Role” intervention via the PowerMod app. …”
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Planning of the optimum route of movement of the pilotless flying machine by criterion of the minimum of the general expense of fuel by A. A. Zhuk, V. M. Buloichyk, S. V. Akulich

“…Given article is devoted features of the decision of a problem of planning of a route of a pilotless flying machine (UAV). …”
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Unread, yet preserved: A case study on survival of the 19th-century printed poetry by Antonina Martynenko

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An enhanced tabu search algorithm for resource-constrained project scheduling with a flexible project structure by Chunlai Yu, Xiaoming Wang, Qingxin Chen

“…A mathematical model based on the resource-flow formulation is developed to tackle this problem. Due to the NP-hard nature of the problem, this mathematical model can only be used to find the optimal solution to small-scale problems. …”
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Density Classification with Non-Unitary Quantum Cellular Automata by Elisabeth Wagner, Federico Dell’Anna, Ramil Nigmatullin, Gavin K. Brennen

“…The second is a new quantum model that is designed to demonstrate additional quantum features and is restricted to only two-body interactions. …”
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PRESCHOOL ORGANISATIONAL CULTURE FROM THE PERSPECTIVE OF TEACHERS’ ATTITUDES TO ETHICAL DILEMMAS by E. V. Vorobyeva, T. N. Le-van

“…The diagnostic tools allowed the authors to establish that different solutions to resolving problem situations or ethical dilemmas are often derived from the different values prevailing among preschool teachers as representatives of the various types of organisational cultures. …”
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Interdisciplinary Distance Learning Workshop for IT Students by I. A. Andrianov, S. A. Rzheutskaya, M. V. Kharina

“…The purpose of research is to present proposals for the development and use of technologies for automatic checking of problem solutions in the process of forming professional competencies of students of IT-directions in the information educational environment. …”
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Fine-grained point cloud classification based on hierarchical feature enhancement. Journal of Zhejiang University (Science Edition),2025,52(1):70⁃80(基于层次特征增强的细粒度点云分类)... by 白静(BAI Jing), 刘路(LIU Lu), 郑虎(ZHENG Hu), 蒋金哲(JIANG Jinzhe)

“…Aiming at the problem of insufficient local feature extraction of general point cloud classification methods in fine-grained classification tasks, we propose a point cloud-oriented 3D model classification framework, HFE-Net. …”
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Time Series Data Generation Method with High Reliability Based on ACGAN by Fang Liu, Yuxin Li, Yuanfang Zheng

“…This can lead to insufficient feature extraction capability. At the same time, there is a high degree of overlap between the generated data due to the low category differentiation of the real data. …”
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TRENDS OF ELDERLY FAMILY SOCIAL TRANSFORMATION AS ADAPTATION TO CURRENT CONDITIONS IN RUSSIA by Lana I. Sementsova, Lyudmila S. Nikolayeva

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Resource-Constrained Specific Emitter Identification Based on Efficient Design and Network Compression by Mengtao Wang, Shengliang Fang, Youchen Fan, Shunhu Hou

“…To tackle these problems, we propose an RC-SEI method based on efficient design and model compression. …”
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Novel hybrid intelligence model for early Alzheimer's diagnosis utilizing multimodal biomarker fusion by Shehu Mohammed, Neha Malhotra, Arun Singh, Awad M. Awadelkarim, Shakeel Ahmed, Saiprasad Potharaju

“…The database comprises 35 demographic, behavioral, and clinical features. Feature selection procedures produced key predicting variables (i.e., MMSE scores, performance in Activities of Daily Living (ADL), cholesterol level, and behavior problems). …”
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