Zobrazeno 1 - 10
of 322 872
pro vyhledávání: '"use case"'
The detection of hate speech or toxic content online is a complex and sensitive issue. While the identification itself is highly dependent on the context of the situation, sensitive personal attributes such as age, language, and nationality are rarel
Externí odkaz:
http://arxiv.org/abs/2410.07713
Process mining gains increasing popularity in business process analysis, also in heavy industry. It requires a specific data format called an event log, with the basic structure including a case identifier (case ID), activity (event) name, and timest
Externí odkaz:
http://arxiv.org/abs/2410.23846
Autor:
Polson, Kio, Potapova, Marina, Meena, Uttam, Peiper, Chad, Brown, Joshua, Agar, Joshua, Greenberg, Jane
Biologists study Diatoms, a fundamental algae, to assess the health of aquatic systems. Diatom specimens have traditionally been preserved on analog slides, where a single slide can contain thousands of these microscopic organisms. Digitization of th
Externí odkaz:
http://arxiv.org/abs/2411.00677
Autor:
Noever, David
This research tests the role of Large Language Models (LLMs) as formal second opinion tools in professional decision-making, particularly focusing on complex medical cases where even experienced physicians seek peer consultation. The work analyzed 18
Externí odkaz:
http://arxiv.org/abs/2410.20636
Autor:
Eckhoff, Maren, Selimi, Valmir, Aranovitch, Alexander, Lyons, Ian, Briggs, Emily, Hou, Jennifer, Devereson, Alex, Macak, Matej, Champagne, David, Anagnostopoulos, Chris
Many therapies are effective in treating multiple diseases. We present an approach that leverages methods developed in natural language processing and real-world data to prioritize potential, new indications for a mechanism of action (MoA). We specif
Externí odkaz:
http://arxiv.org/abs/2410.19174
Detecting human actions is a crucial task for autonomous robots and vehicles, often requiring the integration of various data modalities for improved accuracy. In this study, we introduce a novel approach to Human Action Recognition (HAR) based on sk
Externí odkaz:
http://arxiv.org/abs/2410.01962
This paper discusses the use case of energy saving and traffic steering in O-RAN, the mechanism of multi-vendor interoperability to make it work and depict its test methodology.
Comment: 6 pages, 8 figures
Comment: 6 pages, 8 figures
Externí odkaz:
http://arxiv.org/abs/2409.19807
The emergence of beyond 5G (B5G) and 6G networks underscores the critical role of advanced computer-aided tools, such as network digital twins (DTs), in fostering autonomous networks and ubiquitous intelligence. Existing solutions in the DT domain pr
Externí odkaz:
http://arxiv.org/abs/2409.01136
This research compares large language model (LLM) fine-tuning methods, including Quantized Low Rank Adapter (QLoRA), Retrieval Augmented fine-tuning (RAFT), and Reinforcement Learning from Human Feedback (RLHF), and additionally compared LLM evaluati
Externí odkaz:
http://arxiv.org/abs/2408.03562
Mobile applications (apps) are often developed by only a small number of developers with limited resources, especially in the early years of the app's development. In this setting, many requirements acquisition activities, such as interviews, are cha
Externí odkaz:
http://arxiv.org/abs/2408.03395