Browsing Artikler, rapporter, filmer / Articles, reports, movies by Subject "machine learning"
Now showing items 1-9 of 9
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Automated visitor and wildlife monitoring with camera traps and machine learning
(Peer reviewed; Journal article, 2023)As human activities in natural areas increase, understanding human–wildlife interactions is crucial. Big data approaches, like large-scale camera trap studies, are becoming more relevant for studying these interactions. ... -
Clinical Diagnostics of Bacterial Infections and Their Resistance to Antibiotics—Current State and Whole Genome Sequencing Implementation Perspectives
(Peer reviewed; Journal article, 2023)Antimicrobial resistance (AMR), defined as the ability of microorganisms to withstand antimicrobial treatment, is responsible for millions of deaths annually. The rapid spread of AMR across continents warrants systematic ... -
The conservation value of forests can be predicted at the scale of 1 hectare
(Peer reviewed; Journal article, 2024)To conserve biodiversity, it is imperative to maintain and restore sufficient amounts of functional habitat networks. Therefore, the location of the remaining forests with natural structures and processes over landscapes ... -
Highly sensitive quantitative phase microscopy and deep learning aided with whole genome sequencing for rapid detection of infection and antimicrobial resistance
(Peer reviewed; Journal article, 2023)Current state-of-the-art infection and antimicrobial resistance (AMR) diagnostics are based on culture-based methods with a detection time of 48–96 h. Therefore, it is essential to develop novel methods that can do real-time ... -
imageseg: An R package for deep learning-based image segmentation
(Peer reviewed; Journal article, 2022)Convolutional neural networks (CNNs) and deep learning are powerful and robust tools for ecological applications and are particularly suited for image data. Image segmentation (the classification of all pixels in images) ... -
Narrative and computational text analysis in business and economic history
(Peer reviewed; Journal article, 2021)Recent calls from within economics for increased attention to narrative open the door to possible cross-fertilisation between economics and more humanistically oriented business and economic history. Indeed, arguments for ... -
Predicting moose behaviors from tri-axial accelerometer data using a supervised classification algorithm
(Peer reviewed; Journal article, 2023)Background Monitoring the behavior of wild animals in situ can improve our understanding of how their behavior is related to their habitat and affected by disturbances and changes in their environment. Moose (Alces alces) ... -
Recent advancements to increase success in assisted reproductive technologies in cattle
(Peer reviewed; Journal article, 2024)Assisted reproductive technologies (ART) are fundamental for cattle breeding and sustainable food production. Together with genomic selection, these technologies contribute to reducing the generation interval and accelerating ... -
Recent advancements to increase success in assisted reproductive technologies in cattle
(Peer reviewed; Journal article, 2024)Assisted reproductive technologies (ART) are fundamental for cattle breeding and sustainable food production. Together with genomic selection, these technologies contribute to reducing the generation interval and accelerating ...