Research Status and Development Direction of Well Log Cyclostratigraphy by PENG Cheng, ZOU Changchun, CAO Jinyu

“…Well log cyclostratigraphy has become the foundation for studying many key scientific issues in the field of geosciences by identifying, extracting, and interpreting astronomical cycles recorded by geophysical logs. …”
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Multitarget Vehicle Tracking and Motion State Estimation Using a Novel Driving Environment Perception System of Intelligent Vehicles by Yuren Chen, Xinyi Xie, Bo Yu, Yi Li, Kunhui Lin

“…However, current multitarget tracking methods are inconvenient to deal with multivehicle issues due to the dynamically complex driving environment. …”
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Image fusion algorithm for the collaborative use of unmanned aerial vehicles by N. V. Levshonkov, I. M. Nafikоv, Y. V. Laryukhina

“…This paper considers some issues of the group application of unmanned aerial vehicles (UAV) related to the coordinated planning and control of UAVs performing surveillance missions. …”
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Intrusion Detection Using Machine Learning for Risk Mitigation in IoT-Enabled Smart Irrigation in Smart Farming by Abhishek Raghuvanshi, Umesh Kumar Singh, Guna Sekhar Sajja, Harikumar Pallathadka, Evans Asenso, Mustafa Kamal, Abha Singh, Khongdet Phasinam

“…As systems and data processing become more diversified, security issues arise. …”
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Requirements for Establishing Energy Hubs: Practical Perspective by Mahmoud A. Hammad, Sara Elgazzar, Borut Jereb, Marjan Sternad

“…Furthermore, the article highlighted the most pressing practical issues confronting the establishment of energy centres. …”
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A fuzzy based chicken swarm optimization algorithm for efficient fault node detection in Wireless Sensor Networks by B Nagarajan, Santhosh Kumar SVN, M Selvi, K Thangaramya

“…In WSN, node failure can cause a number of issues, namely Wireless Sensor Networks topology changes, broken communications links, disconnected portions of the network, and data transmission errors. …”
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Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data by Edyta Kruk, Przemyslaw Klapa, Marek Ryczek, Tomasz Kowalik

“…Physical and chemical characteristics of soils change according to land-use practices, terrain topography, and prevailing meteorological conditions. Such diverse issues require detailed and specific investigations. …”
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Federated Learning for Frequency-Modulated Continuous Wave Radar Gesture Recognition for Heterogeneous Clients by Tobias Sukianto, Matthias Wagner, Sarah Seifi, Maximilian Strobel, Cecilia Carbonelli

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Examining downdraft gasifiers at various equivalent ratios using deoiled cashew nut shells as gasification feedstock by H.Y. Shrirame, A.G. Mohod, Y.P. Khandetod, K.G. Dhande

“…Cashew nut shell waste generated by cashew processing enterprises is disposed of in open land or burned in a semi-open pit, causing environmental issues. …”
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Enhancing GNSS Positioning resilience against strong ionospheric scintillation by J. F. G. Monico, D. Patêz, B. L. Machado, G. P. S. Rosa

“…Furthermore, it will discuss various strategies aimed at mitigating these issues, focusing on enhancing the reliability of GNSS results, which typically involve modifications to the underlying stochastic model used in positioning calculations.…”
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Cross-Domain Communication Method Based on Load Balancing for SDNs by Xiaomao Wang, Yi Zhou, Feng Dan, Xian Yang

“…Through collaborative processing among multi-domain controllers, the coordinated planning of cross-domain paths and the collaborative installation of flow tables are achieved. …”
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ANALYSIS OF POSSIBLE COMPLICATIONS AFTER CHEMICAL TEETH WHITENING by Светлана Ивановна Токмакова, Людмила Юрьевна Побединская, Ольга Владимировна Бондаренко, Юлия Васильевна Луницына, Ольга Есеновна Бекжанова, Евгений Владимирович Мокренко

“…With the help of the developed questionnaire, anonymous interviews of patients on awareness issues regarding chemical teeth whitening were conducted. …”
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Underwater image enhancement using hybrid transformers and evolutionary particle swarm optimization by Ajay Kumar, Gagandeep Berar, Manmohan Sharma, Sakshi, Ajit Noonia, Gunjan Verma

“…The proposed framework consists of four main stages: data augmentation, pre-processing, feature extraction using HTN-PSO, and enhanced image reconstruction. …”
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Health disorders in menopausal women: microbiome alterations, associated problems, and possible treatments by Feiyun Lin, Lin Ma, Zhumei Sheng

“…Technological advancements in microbiome analysis, tissue processing, and cell isolation have revolutionized diagnostic and therapeutic approaches, while immune function, socioeconomic factors, and lifestyle choices significantly modulate health outcomes. …”
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An effective microscopic image augmentation approach by Wanying Li, Linhe Yang, Guobei Peng, Guangyao Pang, Zhenming Yu, Xiaoying Zhu

“…Second, we introduce the semi-supervised learning data augmentation model (SSLDAM), which integrates semi-supervised image processing and pseudo-label generation techniques to effectively overcome the issues of damage, blurriness, and difficulty in discernment in microscopic images, making otherwise unusable images usable. …”
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Stock movement prediction with multimodal stable fusion via gated cross-attention mechanism by Chang Zong, Jian Wan, Lucia Cascone, Hang Zhou

“…Further complicating the landscape are the issues of data sparsity and semantic conflicts between these modalities, which are frequently overlooked by current models, leading to unstable performance and limiting practical applicability. …”
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VM-UNet++ research on crack image segmentation based on improved VM-UNet by Wenliang Tang, Ziyi Wu, Wei Wang, Youqin Pan, Weihua Gan

“…To effectively address these issues, this paper proposes an innovative modification to the VM-UNet model. …”
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FEATURES OF DESIGNING FISH PASSAGE AND FISH PASSAGE-SPAWNING CHANNELS AT WATERWORKS by Viktor N. Shkura, Alexey V. Shevchenko

“…The essence of the study lies in the generalization of the author's recommendations and methods in the field of technical justification, design and development of layout and design solutions for fish passage and fish passage-spawning channels at waterworks and their structural and functional elements (inlet and outlet heads, channel tracts, head regulators and rest areas for fish). The issues of technical justification of channel projects cover the following positions: collection, processing and analysis of initial information on the object; determination of natural and technological conditions for channel functioning; selection of location, design and determination of their functional elements parameters; assessment of the quality of design solution in relation to the formation of conditions for spawning and passage from the lower pools of waterworks to the upper pools that meet the needs of migrating fish. …”
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Embedded feature selection using dual-network architecture by Abderrahim Abbassi, Arved Dörpinghaus, Niklas Römgens, Tanja Grießmann, Raimund Rolfes

“…Feature selection is essential for eliminating noise, reducing redundancy, simplifying computational complexity, and lowering data collection and processing costs. However, existing methods often face challenges due to the complexity of feature interdependencies, uncertainty regarding the exact number of relevant features, and the need for hyperparameter optimization, which increases methodological complexity.This research proposes a novel dual-network architecture for feature selection that addresses these issues. …”
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Lane and Traffic Sign Detection for Autonomous Vehicles: Addressing Challenges on Indian Road Conditions by H. S. Gowri Yaamini, Swathi K J, Manohar N, Ajay Kumar G

“…There are several state-of-art You Only Live Once (YOLO) models trained on benchmark datasets which fails to cater the challenges of Indian roads. To address these issues, the models need to be trained with a wide variety of Indian data samples for the autonomous vehicles to perform better in India. …”
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