Adapting to Changes: A Novel Framework for Continual Machine Learning in Industrial Applications
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Grid Computing"
DOI: 10.1007/s10723-024-09785-z
Abstract: This paper is dedicated to solving the problem of concept drift in industrial plants using artificial intelligence methods. For this purpose, methodological approaches and procedures are considered and analyzed. Based on the findings, reference architectures… read more here.
Keywords: novel framework; changes novel; machine; machine learning ... See more keywords
LuGSAM: a novel framework for integrating text prompts to Segment Anything Model (SAM) for segmentation tasks of ICU chest x-rays
Sign Up to like & getrecommendations! Published in 2025 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-025-21094-5
Abstract: Segmenting lung regions in ICU Chest X-rays (CXR’s) is vital for diagnosing lung-related disorders, but existing methods require extensive annotations or training on large datasets. We present LuGSAM, a novel framework that integrates text prompts… read more here.
Keywords: novel framework; icu chest; framework; segmentation ... See more keywords
Adaptive rule: A novel framework for recommender system
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DOI: 10.1016/j.icte.2020.06.001
Abstract: Abstract Determining minimum support value on association rule is not easy to users. Hurdles such as data locations and data origins are a mountain that should be overcome by association rule. In addition, rules generated… read more here.
Keywords: adaptive rule; novel framework; framework recommender; rule novel ... See more keywords
Feasibility of a novel framework to routinely survey women online about their continuity of care experiences with midwifery students.
Sign Up to like & getrecommendations! Published in 2021 at "Nurse education in practice"
DOI: 10.1016/j.nepr.2021.103176
Abstract: AIM This study describes a novel framework used to evaluate the feasibility of an online survey to routinely collect women's feedback about their continuity of care experiences with Bachelor of Midwifery students during the clinical… read more here.
Keywords: care experiences; novel framework; continuity; survey ... See more keywords
A novel framework based on explainable AI and genetic algorithms for designing neurological medicines
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DOI: 10.1038/s41598-024-63561-3
Abstract: The advent of the fourth industrial revolution, characterized by artificial intelligence (AI) as its central component, has resulted in the mechanization of numerous previously labor-intensive activities. The use of in silico tools has become prevalent… read more here.
Keywords: novel framework; framework; genetic algorithms; explainable genetic ... See more keywords
Development and evaluation of a novel framework to enhance k-NN algorithm’s accuracy in data sparsity contexts
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-76909-6
Abstract: This paper presents a novel framework for implementing the k-NN algorithm, designed to enhance its accuracy in contexts with sparse data. The framework addresses limitations in the algorithm’s training process by optimizing data structures. It… read more here.
Keywords: novel framework; framework; development evaluation; accuracy ... See more keywords
A novel framework integrating GeoAI and human perceptions to estimate walkability in Wuhan, China
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DOI: 10.1038/s41598-025-09779-1
Abstract: Evidence shows enhanced walking environment promotes overall physical activities and further alleviates the risk of chronic diseases and mental disorders. Current walkability research is limited by traditional GIS methods that fail to capture micro-level details… read more here.
Keywords: novel framework; framework integrating; walkability; human perceptions ... See more keywords
A novel framework for the assessment of hydro-meteorological risks taking into account nature-based solutions
Sign Up to like & getrecommendations! Published in 2024 at "Environmental Research Letters"
DOI: 10.1088/1748-9326/ad53e6
Abstract: The growing exposure to hydro-meteorological hazards translates into increasing risks for people, territories, and ecosystems. The frequency of occurrence and magnitude of these hazards are expected to further increase in the next decades urging tangible… read more here.
Keywords: hydro meteorological; novel framework; nature based; assessment ... See more keywords
A novel framework integrating AI model and enzymological experiments promotes identification of SARS-CoV-2 3CL protease inhibitors and activity-based probe
Sign Up to like & getrecommendations! Published in 2021 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbab301
Abstract: Abstract The identification of protein–ligand interaction plays a key role in biochemical research and drug discovery. Although deep learning has recently shown great promise in discovering new drugs, there remains a gap between deep learning-based… read more here.
Keywords: model enzymological; integrating model; novel framework; deep learning ... See more keywords
AIVIVE: a novel AI framework for enhanced in vitro to in vivo extrapolation (IVIVE) of toxicogenomics data
Sign Up to like & getrecommendations! Published in 2025 at "Toxicological Sciences"
DOI: 10.1093/toxsci/kfaf100
Abstract: Abstract In vitro to in vivo extrapolation (IVIVE) of toxicogenomics (TGx) data is essential for enhancing mechanism-based toxicity evaluations and minimizing animal use. However, translating in vitro findings to in vivo responses remains challenging. Generative… read more here.
Keywords: novel framework; vivo; extrapolation ivive; vitro vivo ... See more keywords
Towards a Novel Framework for Automatic Big Data Detection
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DOI: 10.1109/access.2020.3030562
Abstract: Big data is a ”relative” concept. It is the combination of data, application, and platform properties. Recently, big data specific technologies have emerged, including software frameworks, databases, hardware accelerators, storage technologies, etc. However, the automatic… read more here.
Keywords: italic italic; italic bold; big data; novel framework ... See more keywords