Zobrazeno 1 - 10 of 130 pro vyhledávání: '"Simone A. Ludwig"'
1
Akademický článek
MixtureMetrics: A comprehensive package to develop additive numerical features to describe complex materials for machine learning modeling
Autor: Rahil Ashtari Mahini, Gerardo Casanola-Martin, Simone A. Ludwig, Bakhtiyor Rasulev
Publikováno v: SoftwareX, Vol 28, Iss , Pp 101911- (2024)
Multi-component materials/compounds and polymeric/composite systems pose structural complexity that challenges the conventional methods of molecular representation in cheminformatics, which have limited applicability in such cases. Therefore, we have
Externí odkaz: https://doaj.org/article/9d720b437a394cf883b5b3a68d84b4ce
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2
Akademický článek
Parallelization of the Bison Algorithm Applied to Data Classification
Autor: Simone A. Ludwig, Jamil Al-Sawwa, Aaron Mackenzie Misquith
Publikováno v: Algorithms, Vol 17, Iss 11, p 501 (2024)
In data science and machine learning, efficient and scalable algorithms are paramount for handling large datasets and complex tasks. Classification algorithms, in particular, play a crucial role in a wide range of applications, from image recognition
Externí odkaz: https://doaj.org/article/986250e825ec42fa8e6d67395ce4d962
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3
Akademický článek
A performance analysis of dimensionality reduction algorithms in machine learning models for cancer prediction
Autor: Md Faisal Kabir, Tianjie Chen, Simone A. Ludwig
Publikováno v: Healthcare Analytics, Vol 3, Iss , Pp 100125- (2023)
Developments in technology facilitate the use of machine learning methods in medical fields. In cancer research, the combination of machine learning tools and gene expression data has proven its ability to detect cancer patients. However, processing
Externí odkaz: https://doaj.org/article/b4421a63f1f44789b35112a4be3ee44c
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4
Akademický článek
Color Image Segmentation Using Fuzzy C-Regression Model
Autor: Min Chen, Simone A. Ludwig
Publikováno v: Advances in Fuzzy Systems, Vol 2017 (2017)
Image segmentation is one important process in image analysis and computer vision and is a valuable tool that can be applied in fields of image processing, health care, remote sensing, and traffic image detection. Given the lack of prior knowledge of
Externí odkaz: https://doaj.org/article/d1d52257a325451b8756aca85d9d5af2
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6
Performance Analysis of Data Fusion Methods Applied to Epileptic Seizure Recognition
Autor: Simone A. Ludwig
Publikováno v: Journal of Artificial Intelligence and Soft Computing Research. 12:5-17
Epilepsy is a chronic neurological disorder that is caused by unprovoked recurrent seizures. The most commonly used tool for the diagnosis of epilepsy is the electroencephalogram (EEG) whereby the electrical activity of the brain is measured. In orde
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ffef99b6e09de527ca3c318354cbdecb
https://doi.org/10.2478/jaiscr-2022-0001
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10
Genre based hybrid filtering for movie recommendation engine
Autor: Arighna Roy, Simone A. Ludwig
Publikováno v: Journal of Intelligent Information Systems. 56:485-507
With the dramatic rise of internet users in the last decade, there has been a massive rise in the number of daily web searches. This leads to a plethora of data available online, which is growing by the days. A recommendation engine leverages this ma
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::90e4b609afd42cab739730e7d63a6fd9
https://doi.org/10.1007/s10844-021-00637-w
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