Cross-Scene Multi-Object Tracking for Drones: Leveraging Meta-Learning and Onboard Parameters with the New MIDDTD by Chenghang Wang, Xiaochun Shen, Zhaoxiang Zhang, Chengyang Tao, Yuelei Xu

“…Firstly, a lightweight object detection framework is proposed to optimize key sub-tasks by integrating multi-dimensional temporal and spatial information. …”
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Uganda's experience in establishing an electronic compendium for public health emergencies. by Alex Riolexus Ario, Dativa M Aliddeki, Daniel Kadobera, Lilian Bulage, Joshua Kayiwa, Milton M Wetaka, Simon Kyazze, Felix Ocom, Issa Makumbi, Paul Mbaka, Prosper Behumbiize, Immaculate Ayebazibwe, Stephen K Balinandi, Julius J Lutwama, Adam Crawley, Nomita Divi, John R Lule, Joseph C Ojwang, Julie R Harris, Amy L Boore, Lisa J Nelson, Jeff Borchert, Dennis Jarvis

“…Data within this compendium is being used to generate information that can guide future outbreak response and management. The compendium development highlights the importance of documenting outbreak detection and response data in a central location for future reference. …”
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Deciphering city-level residential AMI data: An unsupervised data mining framework and case study by Han Li, Miguel Heleno, Kaiyu Sun, Wanni Zhang, Luis Rodriguez Garcia, Tianzhen Hong

“…The insights gained can potentially inform better energy management strategies, support grid operations and planning, guide policy-making for energy efficiency improvements, as well as improve input and assumptions in the building energy modeling. …”
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AI modeling for outbreak prediction: A graph-neural-network approach for identifying vancomycin-resistant enterococcus carriers. by Gregor Donabauer, Anca Rath, Aila Caplunik-Pratsch, Anja Eichner, Jürgen Fritsch, Martin Kieninger, Susanne Gaube, Wulf Schneider-Brachert, Udo Kruschwitz, Bärbel Kieninger

“…Moreover, they could enable a more effective approach to managing antimicrobial resistance.…”
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A fast video coding algorithm using data mining for video surveillance by Bingyue Xie

“…Video surveillance is crucial for various applications, including unmanned aerial vehicle operations, flight safety monitoring, social security management, industrial safety, and criminal detection. …”
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Semi-automatic staging area for high-quality structured data extraction from scientific literature by Luca Foppiano, Tomoya Mato, Kensei Terashima, Pedro Ortiz Suarez, Taku Tou, Chikako Sakai, Wei-Sheng Wang, Toshiyuki Amagasa, Yoshihiko Takano, Masashi Ishii

“…This curation workflow allows both automatic and manual operations, the former contains ‘anomaly detection’ that scans new data identifying outliers, and a ‘training data collector’ mechanism that collects training data examples based on manual corrections. …”
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Incidental prostate cancer after holmium laser enucleation of the prostate: Critical analysis of independent risk factors and impact on surgical outcomes by Joao G. Porto, Ruben Blachman‐Braun, Tarek Ajami, Mohamadhusni Zarli, Ryan Chen, Thiago P. Furtado, Robert Marcovich, Dipen J. Parekh, Hemendra N. Shah

“…Most cases of iPCa were GG1, and 34 (85%) were managed with active surveillance. Conclusion The rate of iPCa after HoLEP was 9.6%, with most cases being GG 1 (72.5%) and managed through active surveillance. …”
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Application of geodetic and mine surveying technologies in monitoring deformations of man-made structures by Yu.O. Zabolotna, Ye.A. Koroviaka, O.A. Pashchenko, V.O. Rastsvietaiev

“…The integration of these technologies into digital geoinformation systems (GIS) and automated monitoring platforms significantly enhances the capability to model, forecast, and manage deformation processes at industrial sites, mining operations, dam structures, and urban territories. …”
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An Integrated Lightweight Neural Network Design and FPGA-Accelerated Edge Computing for Chili Pepper Variety and Origin Identification via an E-Nose by Ziyu Guo, Yong Yin, Haolin Gu, Guihua Peng, Xueya Wang, Ju Chen, Jia Yan

“…This system not only achieves rapid and accurate chili pepper variety and origin detection but also provides an efficient and reliable intelligent agricultural management solution, which is highly important for promoting the development of agricultural automation and intelligence.…”
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Signal Processing-Free Intelligent Model for Power Quality Disturbances Identification by Mohammed F. Al-Mashdali, Asif Islam, Abdulbasit Hassan, Md Shafiullah, Mujahed Al-Dhaifallah, Khalid Al Fuwail

“…The study focuses on CNN-based models applied in power quality disturbance detection and classification research.…”
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A novel framework for identifying fishing grounds from AIS data containing vessels of unknown types by Changhai Huang, Jialong Kong, Jian Zheng, Yuli Chen, Jingen Zhou

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Rethinking dosimeter assignment for military radiation safety by Hosub Chi, Jungmi Park, Gyoungjun Choi, Kang Ku

“… The increasing use of portable X-ray generators in military operations—particularly for explosive detection and counter-terrorism—has highlighted the need for a radiation safety strategy tailored to field-based, low-dose environments. …”
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Endoscopic band ligation versus hot snare resection for hyperplastic gastric polyps in cirrhotic patients by Maha Elsabaawy, Osama Elbahr, Ahmed Edrees, Reda Badr, Ahmed Kamal, Sameh Afify

“…Upper endoscopy was repeated for all patients at 3, 6 and 12 months after treatment for recurrence detection. Between the two procedures, the mean operational time was significantly shorter in the EBL than the HSP group (15.1 ±3.80 min vs. 36.6 ±6.72 min, p < 0.001). …”
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Diagnosis and treatment of postoperative voice complications following anterior cervical discectomy and fusion: a systematic review by Geena Jung, Jorden Xavier, Shaun Wu, Rachel Schwartz, Rachel Kominsky, Mitchell S. Fourman

“…Involvement of otolaryngologists may help prevent these complications or allow for early detection and management, underscoring the importance of multidisciplinary care in optimizing surgical outcomes.…”
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Multifactor Algorithm for Test Case Selection and Ordering by Atulya Gupta, Rajendra Prasad Mahapatra

“…However, when examining the fault detection capacity along with other parameters, is required, the method falls short. …”
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Revolutionizing pig farming: Japan&apos;s technological innovations and environmental strategies for sustainability by Md Kamrul Hasan, Hong-Seok Mun, Eddiemar B. Lagua, Hae-Rang Park, Young-Hwa Kim, Md Sharifuzzaman, Jin-Gu Kang, Chul-Ju Yang

“…Precision pig farming technologies address these by optimizing resource use, enabling early disease detection to reduce costs, improving herd health to promote better welfare, and managing manure to reduce emissions. …”
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Responding to cholera outbreak in the Mtwara Region, Tanzania: Lessons learned, effective strategies, and scalable recommendations for broader impact by Vulstan James Shedura, Shira Mangube, Sabina Julius Ipembe

“…Following an alert on June 4, 2024, the Mtwara Regional Public Health Emergency Operations Center (RPHEOC) and the Masasi District Health Management Team (HMT) deployed a Rapid Response Team (RRT) to investigate and contain the outbreak. …”
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The Discriminants of Long and Short Duration Failures in Fulfillment Sortation Equipment: A Machine Learning Approach by Abed Mutemi, Fernando Bacao

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Multi-agent anti-drone architecture using an electromagnetic neutralization assisted by an event-triggered expert system and Blockchain-based approach by Yasmine Ghazlane, Bnouachir Hajar, El Maghraoui Hajar, Belkhala Sofia

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Demonstration Platform to Emulate Cognitive GEO-LEO Dual Satellite System by Kithmini Weththasinghe, Ying He, Quynh Tu Ngo, Beeshanga Jayawickrama, Eryk Dutkiewicz

“…The geostationary satellite is designated as the primary user (PU), while the LEO satellite operates as the secondary user (SU). A preamble detection-based sensing algorithm is developed to identify PU transmissions, ensuring efficient spectrum utilisation. …”
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