For example, we have been able to run the complete full-text processing at around 10.6 PDF per second (around 915,000 PDF per day, around 20M pages per day) with the node.js client listed above during one week on one 16 CPU machine (16 threads, 32GB RAM, no SDD, articles from main...
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the number of scientific articles submitted in 2022 exceeded 185,000, averaging nearly 500 submissions per day. In the face of this exponential growth, researchers and institutions are continually challenged to keep pace with the sheer volume of new knowledge being created. Automated methods for anal...
Special Issue on Machine Learning and Knowledge Graphs Edited by Mehwish Alam, Anna Fensel, Jorge Martinez-Gil, Bernhard A. Moser, Diego Reforgiato Recupero, Harald SackView special issue Recommended articles Human action identification by a quality-guided fusion of multi-model feature Future Generatio...
L. Giles, “Automatic detection of pseudocodes in scholarly documents using machine learning”, 12th International Conference on Document Analysis and Recognition, Washington, USA, August 25-28, 2013 DOI: https://doi.org/10.1109/ICDAR.2013.151 I. G. Councill, C. L. Giles, M. Y. Kan, ...
Deep LearningBi-Directional LSTMInformation RetrievalFull-text ArticlesThe advancements of search engines for traditional text documents have enabled the effective retrieval of massive textual information in a resource-efficient manner. However, such conventional search methodologies often suffer from poor ...
Reports on the use of artificial intelligence (AI) and machine learning, including large language models (LLM), in medical research have intensified in the last year. Although machine learning research began 70 years ago with the conceptual development of artificial neural network algorithms,1AI rese...
for IEEE conferences. This is because for IEEE conferences presently authors do not have the option to pay a fee to publish just their own paper open access (unlike ACM). As stated by IEEE in theirFAQon the “IEEE Policy Regarding Authors Rights to Post Accepted Versions of Their Articles...
Discover the latest articles, news and stories from top researchers in related subjects. Artificial Intelligence Notes https://github.com/bilalahmedraza/project. https://www.ams.org/home/page. https://www.mathunion.org/. https://www.lms.ac.uk/. https://dnva.no/norwegian-academy-science-...
We will discuss the topic both from a publisher and a library perspective, with panellists sharing their experience and opinion on the feasibility of conducting a usage-based analysis of open access articles to determine their value to institutions and libraries.July...