A music structure analysis method based on beat feature and improved residual networks. by Bing Lu, Qianxue Zhang, Yi Guo, Fuqiang Hu, Xuejun Xiong

“…Music structure analysis (MSA) contains two tasks, boundary detection and segment labeling. Boundary detection and Segment labeling are expected to accurately divide music segments and clarify the function. …”
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Thermal Measurement and its Application for Diagnostics of Distribution Oil Transformers by D. Korenciak, M. Sebok, M. Gutten

“…In the third part of paper thermal processes in distribution oil transformer – temperature in dependence on height of oil transformer and temperature distribution in sectional plan of oil transformer – are considered. …”
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Construction and optimization of health behavior prediction model for the older adult in smart older adult care by Qian Guo, Peiyuan Chen

“…Addressing challenges such as data diversity, health status complexity, long-term dependence, and data privacy is crucial for predicting older adult health behaviors.MethodsThis study designs and implements a smart older adult care service model incorporating modules like multimodal data fusion, data loss processing, nonlinear prediction, emergency detection, and privacy protection. …”
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Development of methods for neutralizing «Zero-day» threats by A. I. Dubrovina, M. H. Alcordi

“…The threat model is based on solving the tasks of timely detection and neutralization of the threat. Result. …”
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Functionalized Optical Microcavities for Sensing Applications by Evelyn Granizo, Pavel Samokhvalov, Igor Nabiev

“…The high capabilities of functionalized microcavities enable subwavelength light detection and manipulation, facilitating the precise detection of analytes. …”
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A Dynamic Cooperative Scheme with Multiple Antennas for Indoor Mobile Robot Localization by Chung-Liang Chang, Bo-Han Wu

“…In addition, a signal processing experimental platform is also established to receive actually indoor GNSS signals for verification. …”
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Advancing cardiac diagnostics: high-accuracy arrhythmia classification with the EGOLF-net model by Deepika Tenepalli, T. M. Navamani

“…This model integrates advanced optimization techniques with deep learning to enhance diagnostic accuracy and robustness in arrhythmia detection. The methodology includes preprocessing the ECG signals to normalize and filter out noise, followed by feature extraction using statistical methods and wavelet transforms. …”
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BRAIN TUMOR DIAGNOSIS BASED ON MEDICAL IMAGES USING VISION TRANSFORMER by Masuma Mammadova, Fargana Abdullayeva

“… Brain tumor is one of the most common causes of death in modern times. Early and accurate detection of this disease can save the lives of a large part of the world’s population. …”
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AI Horizons in Indian Healthcare: A Vision for Transformation and Equity by Neelesh Kapoor, S N Sanjana, Shubha B. Davalagi, P S Balu, Soumitra Sethia

“…This position paper, presented by the Indian Association of Preventive and Social Medicine, examines the integration of AI in Indian healthcare, exploring its applications across diagnostic imaging, patient care, medical research, rehabilitation, and administrative processes. Notable implementations include AI-driven disease detection systems, telemedicine platforms, and public health surveillance tools, with successful applications in tuberculosis screening, breast cancer detection, and ophthalmological care. …”
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An Efficient Methodology for Calibrating Traffic Flow Models Based on Bisection Analysis by Enzo C. Jia, Jianqiang Wang, Daiheng Ni

“…As urban planning becomes more sophisticated, the accurate detection and counting of pedestrians and cyclists become more important. …”
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Enhancing Medical Diagnostics with Machine Learning: A Study on Ensemble Methods and Transfer Learning by Zhang Jiaming

“…By integrating these ML techniques, the study contributes valuable insights into improving diagnostic processes and optimizing patient outcomes.…”
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Accurate Determination of Elemental Contents in Carbonate Minerals with Laser Ablation Inductively Coupled Plasma-Mass Spectrometry by Tao LUO, Liyuan QING, Jinyu LIU, Wen ZHANG, Tao HE, Zhaochu HU

“…BACKGROUNDTrace element information in carbonates provides key constraints for investigating ancient environments, paleoclimate evolution, shell-mantle interactions, diagenesis and mineralization processes. The accurate determination of trace element content in carbonate minerals have always been a primary focus. …”
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Ion mobility spectrometry of <i>N</i>-methylimidazole and possibilities of its determination by D. A. Aleksandrova, T. B. Melamed, E. P. Baberkina, A. A. Fenin, E. S. Osinova, А. E. Kovalenko, R. V. Yakushin, Yu. R. Shaltaeva, V. V. Belyakov, D. I. Zykova

“…A method for mathematical processing of spectra and a program for its implementation was developed. …”
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WebShield 5.0: Harnessing AI and NLP to combat web threats in Industry 5.0 by Priyanka Verma, Donna O’Shea, Thomas Newe, Ankit Vidyarthi, Deepak Gupta, Jabir Ali, Hamad Aldawsari, John G. Breslin

“…To address the challenges and enhance attack detection, this paper introduces Ingress Manager (IM), a novel approach that amalgamates Natural Language Processing (NLP) with Machine Learning (ML) to mitigate web-based threats. …”
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Emerging trends in nano-sensors: A new frontier in food safety and quality assurance by Farhang Hameed Awlqadr, Ammar B. Altemimi, Syamand Ahmed Qadir, Tablo Azad Hama Salih, Zina T. Alkanan, Qausar Hamed AlKaisy, Othman Abdulrahman Mohammed, Mohammad Ali Hesarinejad

“…Nano-sensors leverage unique physical and chemical properties at the nanoscale to enhance the detection of microbial contamination, actively contributing to food safety protocols. …”
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Does a SPR-Based Cell-Based Assay Provide Reliable Results on the Toxicity and Efficacy of Antiviral Drugs? by Petia Genova-Kalou, Evdokiya Hikova, Todor Kereziev, Petar Kolev, Vihar Mankov, Petar Veselinov, Trifon Valkov, Georgi Dyankov

“…SPR has been recently established as a powerful tool for studying various cellular processes in real time and without the use of labeling agents. …”
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Impact of land use/land cover changes on evapotranspiration and model accuracy using Google Earth engine and classification and regression tree modeling by Chaitanya B. Pande, Pranaya Diwate, Israel R. Orimoloye, Lariyah Mohd Sidek, Arun Pratap Mishra, Kanak N. Moharir, Subodh Chandra Pal, Fahad Alshehri, Abebe Debele Tolche

“…This research uses a Classification and Regression Tree (CART) model with Google Earth Engine (GEE) to assess the winter season’s land cover and change detection mapping impact on the evapotranspiration (crop water requirement) parameters. …”
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Improved identification and tracking of three-dimensional eddies in the Southern Ocean utilizing 3D-U-Res-Net by Chang Liu, Xiayan Lin, Xiayan Lin, Guangjun Xu, Guangjun Xu, Guoqing Han, Yu Liu

“…Accurate characterization of their three-dimensional structures and movement is essential for a quantitative analysis of their transport processes. Traditional eddy detection algorithms have lower successful detection rate and with more limitations, so they fall short in the complex and dynamic ocean environment. …”
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Integrating genomics & AI for precision crop monitoring and adaptive stress management by Rajesh Polegopu, Satya Sumanth Vanapalli, Sashi Vardhan Vanapalli, Naga Prudvi Diyya, Mounika Vandila, Divya Valluri, Anjali Peddinti, Sowjanya Saladi, Meghana Pyla, Padmini Gelli

“… Advancements in genomics and artificial intelligence are transforming precision agriculture by enabling early stress detection and adaptive crop management. Integrating genomic analysis, image-based stress detection, and real-time environmental monitoring, this approach assesses plant responses to stress factors such as drought and disease. …”
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Economic design of a nonparametric EWMA control chart for location by Patil Subhash Hariba, Shirke Digambar Tukaram

“…It is observed that, as shift in the process location increases, sample size to detect the shift and the loss cost from the process decrease. …”
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