MMS-EF: A Multi-Scale Modular Extraction Framework for Enhancing Deep Learning Models in Remote Sensing by Hang Yu, Weidong Song, Bing Zhang, Hongbo Zhu, Jiguang Dai, Jichao Zhang

“…However, due to the complexity of remote sensing images, deep learning models face practical challenges in the preprocessing stage, such as incomplete extraction of large-scale geographic features, loss of fine details, and misalignment issues in image stitching. To address these issues, this paper introduces the Multi-Scale Modular Extraction Framework (MMS-EF) specifically designed to enhance deep learning models in remote sensing applications. …”
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Accessible environment in municipalities of the Russian Federation by M. Yu. Dityatkovsky

“…This article discusses the main issues related to the competence of local governments in the field of providing an accessible environment for the disabled.Methodology. …”
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Spatial features, problems and prospects for formation of united territorial communities in Kharkiv region by Kateryna Kravchenko

“…Important issues of formation of local communities in Kharkiv region are: complexity, diversity reform mentality of the population, the uncertainty of development priorities of communities. …”
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DBFormer: A Dual-Branch Adaptive Remote Sensing Image Resolution Fine-Grained Weed Segmentation Network by Xiangfei She, Zhankui Tang, Xin Pan, Jian Zhao, Wenyu Liu

“…However, in the task of fine-grained segmentation of weeds and crops, traditional deep learning methods often fail to balance global semantic information with local detail features, resulting in over-segmentation or under-segmentation issues. …”
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PROPOZYCJE ZAŁOŻEŃ DO SYSTEMU SŁUŻB KONSERWATORSKICH – STANOWISKO WOJEWÓDZKICH KONSERWATORÓW ZABYTKÓW by Barbara Bielinis-Kopeć

“…The role of local government historic preservation service should be also taken into consideration. …”
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A Hybrid Approach to Credit Risk Assessment Using Bill Payment Habits Data and Explainable Artificial Intelligence by Cem Bulut, Emel Arslan

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Towards transparency in AI: Explainable bird species image classification for ecological research by Samparthi V.S. Kumar, Hari Kishan Kondaveeti

“…This study addresses these issues by employing Explainable Artificial Intelligence (XAI) to enhance the transparency of deep learning models for bird species image classification. …”
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Modern Conflicts Features in Latin America. The Role of the OAS in the Settlement of the Falklands Conflict by Y. I. Strashko

“…The article is an attempt to give careful examination to the issue of intergovernmental conflicts and the OAS's (The Organization of American states) activity on ensuring security in Latin America in particular. …”
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Development of Health Economy in the Island of Sri Lanka by Adhiga Manik Jayasundera

“…According to historical events, the advanced health economy was initially spawned through the introduction of Buddhism since the 6th century before Christ (544 BC). Till then, the locals were medically treating each other with the knowledge acquired by experience. …”
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STAVROPOL TERRITORY IN RUSSIAN HISTORICAL SCIENCE OF THE 20-30s OF THE XX CENTURY by T. Nevskaya

“…In the 1920s, when the ways of agricultural development were not yet determined, the practical needs of the agricultural sector caused increased attention to the issues of developing cooperation, forms of land ownership and land use in the past. …”
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Survey on security aspects of distributed software-defined networking controllers in an enterprise SD-WLAN by Neena Susan Shaji, Raja Muthalagu

“…Moreover, the security issues of an enterprise related to multiple physically distributed controllers in a software-defined wireless local area network (SD-WLAN) were emphasized, and optimal solutions were suggested.…”
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Medium-term clinical outcomes of laminoplasty with adjunct short anterior fusion in multilevel cervical myelopathy by Tsung-Chiao Wu, Kuang-Ting Yeh, Ru-Ping Lee, Tzai-Chiu Yu, Ing-Ho Chen, Cheng-Huan Peng, Kuan-Lin Liu, Jen-Hung Wang, Wen-Tien Wu

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PTCTV-KMC: Infrared Small Target Detection Using Joint Partial Tensor Correlated Total Variation and K-Means Clustering by Zixu Huang, Erwei Zhao, Wei Zheng, Yan Wen, Xiaodong Peng, Wenlong Niu, Zhen Yang

“…Despite the development of numerous advanced methods for detecting small targets, improving overall performance in complex scenes remains a significant challenge. To address this issue, we propose a joint partial tensor correlated total variation and <italic>k</italic>-means clustering (PTCTV-KMC) method that integrates local and global features. …”
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Palette-based image recoloring based on moving least squares(基于移动最小二乘的图像重着色) by 周家伟(ZHOU Jiawei), 黄子康(HUANG Zikang), 彭俊豪(PENG Junhao), 李盛善(LI Shengshan), 刘晓静(LIU Xiaojing), 杜正君(DU Zhengjun)

“…Addressing this issue, this paper introduces a novel image recoloring algorithm based on moving least squares, significantly enhancing the locality and precision of color editing. …”
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A PREFIGURED CRISIS OF SMALL TOWNS – PART II (SMALL TOWNS vs. VILLAGES) by MELINDA CENUŞE

“…The author considers that the analysed case reflect a delicate and essential issue at the level of the Romanian local public administration - namely the situation of small and poor towns that reach to the conclusion that the village status would be more appropriate for them.…”
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A PREFIGURED CRISIS OF SMALL TOWNS – PART I (INTRODUCTION) by MELINDA CENUŞE

“…The author considers that the analysed cases reflect a delicate and essential issue at the level of the Romanian local public administration - namely the situation of small and poor towns that reach to the conclusion that the village status would be more appropriate for them. …”
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A fault section location method based on the slope similarity of zero-sequence current waveform for the non-effectively grounding system by Xinhui Zhang, Aiyu Guo, Changyong Hu, Shuyu Xie, Jinghua Wang

“…However, existing detection methods for high-resistance grounding faults suffer from low locating accuracy, and their reliability needs urgent improvement. To address this issue, this paper analyzes the slope of the zero-sequence current at the upstream and downstream of the fault spot during a single-phase ground fault occurred in the NUGS. …”
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The Existence of Beliefs in the Circle of Official Religions in Indonesia by Muhammad Andi Septiadi, Zulmi Ramdani

“…Research Methods: The research employs qualitative methods to analyze the historical, sociocultural, and legal dynamics affecting local religions in Indonesia. It draws from case studies, legal documentation, and interviews to provide an in-depth understanding of the issue. …”
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DÖNÜŞÜMCÜ LİDERLİĞİN ÖRGÜTSEL VATANDAŞLIK DAVRANIŞINA ETKİSİ: TÜRKİYE’DE YEREL YÖNETİMLERE DAİR UYGULAMALI BİR ARAŞTIRMA by Sefa Çeti̇n, Ceren Gi̇derler, Efe Efeoğlu

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Natural Fault-Tolerant Model-Free Predictive Flux Control in Five-Phase PMSM Drives Under Any-Phase Open-Circuit Fault by Cheng Chen, Huawei Zhou, Chen Ye, Tao Tao

“…The novelty of proposed strategy lies in the development of an ultra-local model with constant regulation coefficient, and a new extended state observer (ESO) which employed to estimate the stator inductance and the disturbances caused by any-phase open-circuit fault. …”
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