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The backpack quotient filter: A dynamic and space-efficient data structure for querying -mers with abundance.
iScience
December 2024
University Rennes, Inria, CNRS, IRISA - UMR 6074, 35000 Rennes, France.
Genomic data sequencing is crucial for understanding biological systems. As genomic databases like the European Nucleotide Archive expand exponentially, efficient data manipulation is essential. A key challenge is querying these databases to determine the presence or absence of specific sequences and their abundance within datasets.
View Article and Find Full Text PDFMonitoring poultry social dynamics using colored tags: Avian visual perception, behavioral effects, and artificial intelligence precision.
Poult Sci
January 2025
Instituto de Investigaciones Biológicas y Tecnológicas (IIByT, CONICET-UNC), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Avenida Vélez Sarsfield 1611, Córdoba, Córdoba, Argentina; Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba (UNC), Instituto de Ciencia y Tecnología de los Alimentos (ICTA), Córdoba, Córdoba, Argentina. Electronic address:
Artificial intelligence (AI) in animal behavior and welfare research is on the rise. AI can detect behaviors and localize animals in video recordings, thus it is a valuable tool for studying social dynamics. However, maintaining the identity of individuals over time, especially in homogeneous poultry flocks, remains challenging for algorithms.
View Article and Find Full Text PDFAssociation of self-reported musculoskeletal pain with school furniture suitability and daily activities among primary school and university students.
PLoS One
October 2024
Faculty of Health Sciences, University of Primorska, Koper, Slovenia.
Students spend a considerable amount of time in school. This study aimed to determine the prevalence of musculoskeletal pain and the association between the pain and suitability of school furniture and daily activities among primary school and university students. A total of 238 primary and university students participated in the study.
View Article and Find Full Text PDFCharging Scheduling Method for Wireless Rechargeable Sensor Networks Based on Energy Consumption Rate Prediction for Nodes.
Sensors (Basel)
September 2024
School of Computer Science, Software and Cyberspace Security, Nanjing University of Posts and Telecommunications, Nanjing 210003, China.
With the development of the IoT, Wireless Rechargeable Sensor Networks (WRSNs) derive more and more application scenarios with diverse performance requirements. In scenarios where the energy consumption rate of sensor nodes changes dynamically, most existing charging scheduling methods are not applicable. The incorrect estimation of node energy requirement may lead to the death of critical nodes, resulting in missing events.
View Article and Find Full Text PDFAn Exosuit System With Bidirectional Hand Support for Bilateral Assistance Based on Dynamic Gesture Recognition.
IEEE Trans Neural Syst Rehabil Eng
September 2024
Hand motor impairment has seriously affected the daily life of the elderly. We developed an electromyography (EMG) exosuit system with bidirectional hand support for bilateral coordination assistance based on a dynamic gesture recognition model using graph convolutional network (GCN) and long short-term memory network (LSTM). The system included a hardware subsystem and a software subsystem.
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