Results 51 to 60 of about 812,194 (338)
A survey on incorporating domain knowledge into deep learning for medical image analysis
Medical Image Anal., 2020 Although deep learning models like CNNs have achieved great success in medical image analysis, the small size of medical datasets remains a major bottleneck in this area.
Xiaozhen Xie +5 more
semanticscholar +1 more source
Transferring Cross-Domain Knowledge for Video Sign Language Recognition [PDF]
Computer Vision and Pattern Recognition, 2020 Word-level sign language recognition (WSLR) is a fundamental task in sign language interpretation. It requires models to recognize isolated sign words from videos.
Dongxu Li +4 more
semanticscholar +1 more source
Tsinghua Science and Technology: Meta-heuristic algorithms search the problem solution space to obtain a satisfactory solution within a reasonable timeframe. By combining domain knowledge of the specific optimization problem, the search efficiency and quality of meta-heuristic ...
Lin Gui +3 more
semanticscholar +1 more source
Evaluating Fairness in Predictive Policing Using Domain Knowledge
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2023 As an increasing number of Artificial Intelligence (AI) systems are ingrained in our day-to-day lives, it is crucial that they are fair and trustworthy. Unfortunately, this is often not the case for predictive policing systems, where there is evidence of
Ava Downey +2 more
doaj +1 more source
Peptide‐based ligand antagonists block a Vibrio cholerae adhesin
FEBS Letters, EarlyView.The structure of a peptide‐binding domain of the Vibrio cholerae adhesin FrhA was solved by X‐ray crystallography, revealing how the inhibitory peptide AGYTD binds tightly at its Ca2+‐coordinated pocket. Structure‐guided design incorporating D‐amino acids enhanced binding affinity, providing a foundation for developing anti‐adhesion therapeutics ...
Mingyu Wang +9 more
wiley +1 more source
Disordered but rhythmic—the role of intrinsic protein disorder in eukaryotic circadian timing
FEBS Letters, EarlyView.Unstructured domains known as intrinsically disordered regions (IDRs) are present in nearly every part of the eukaryotic core circadian oscillator. IDRs enable many diverse inter‐ and intramolecular interactions that support clock function. IDR conformations are highly tunable by post‐translational modifications and environmental conditions, which ...
Emery T. Usher, Jacqueline F. Pelham
wiley +1 more source
Learning Ordinality in Semantic Segmentation
IEEE AccessSemantic segmentation consists of predicting a semantic label for each image pixel. While existing deep learning approaches achieve high accuracy, they often overlook the ordinal relationships between classes, which can provide critical domain knowledge (
Ricardo P. M. Cruz +2 more
doaj +1 more source
Sensors, 2021 The Internet of Things (IoT) is a key and growing technology for many critical real-life applications, where it can be used to improve decision making. The existence of several sources of uncertainty in the IoT infrastructure, however, can lead decision ...
Tazar Hussain +4 more
doaj +1 more source
Mapping knowledge domains: Characterizing PNAS [PDF]
Proceedings of the National Academy of Sciences, 2004 A review of data mining and analysis techniques that can be used for the mapping of knowledge domains is given. Literature mapping techniques can be based on authors, documents, journals, words, and/or indicators. Most mapping questions are related to research assessment or to the structure and dynamics of disciplines or networks.
openaire +2 more sources
Open Domain Knowledge Extraction for Knowledge Graphs
, 2023 7 pages, 7 figures, 5 tables, preprint technical report, no code or data is ...
Qian, Kun +17 more
openaire +2 more sources