A risk classification model for prioritising the management of quality issues relating to substandard medicines in Singapore
Sign Up to like & getrecommendations! Published in 2022 at "Pharmacoepidemiology and Drug Safety"
DOI: 10.1002/pds.5434
Abstract: Monitoring for substandard medicines by regulatory agencies is a key post‐market surveillance activity. It is important to prioritise critical product defects for review to ensure that prompt risk mitigation actions are taken. read more here.
Keywords: risk classification; substandard; classification model; prioritising management ... See more keywords
A patent quality classification model based on an artificial immune system
Sign Up to like & getrecommendations! Published in 2017 at "Soft Computing"
DOI: 10.1007/s00500-016-2212-0
Abstract: Patents are business and financial assets which can enhance a company’s competitive position. Thus, patent analysis is important for defining business strategies and supporting decision-making in organizations. However, patent analysis can involve vast data sets… read more here.
Keywords: quality; classification model; patent quality; model ... See more keywords
Structure and weights search for classification with feature selection based on brain storm optimization algorithm
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02676-w
Abstract: Classification is the most basic and representative problem in data mining and machine learning. In recent years, more and more evolutionary algorithms (EAs) have been used to handle classification problems due to their good global… read more here.
Keywords: classification; search; feature selection; classification model ... See more keywords
Manner of articulation based Bengali phoneme classification
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Speech Technology"
DOI: 10.1007/s10772-018-9498-5
Abstract: A phoneme classification model has been developed for Bengali continuous speech in this experiment. The analysis was conducted using a deep neural network based classification model. In the first phase, phoneme classification task has been… read more here.
Keywords: classification; manner articulation; classification model; model ... See more keywords
Classification Model for Damage Localization in a Plate Structure
Sign Up to like & getrecommendations! Published in 2018 at "Mechanics of Composite Materials"
DOI: 10.1007/s11029-018-9698-8
Abstract: The present study is devoted to the problem of damage localization by means of data classification. The commercial ANSYS finite-elements program was used to make a model of a cantilevered composite plate equipped with numerous… read more here.
Keywords: classification model; plate; classification; damage localization ... See more keywords
Incremental Multi-Label Learning with Active Queries
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Computer Science and Technology"
DOI: 10.1007/s11390-020-9994-3
Abstract: In multi-label learning, it is rather expensive to label instances since they are simultaneously associated with multiple labels. Therefore, active learning, which reduces the labeling cost by actively querying the labels of the most valuable… read more here.
Keywords: classification model; label; multi label; label learning ... See more keywords
Pain Monitoring Using Heart Rate Variability and Photoplethysmograph-Derived Parameters by Binary Logistic Regression
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Medical and Biological Engineering"
DOI: 10.1007/s40846-021-00651-x
Abstract: To construct a pain classification model using binary logistic regression to calculate pain probability and monitor pain based on heart rate variability (HRV) and photoplethysmography (PPG) parameters. Heat stimulation was used to simulate pain for… read more here.
Keywords: logistic regression; classification model; binary logistic; model ... See more keywords
Development of a classification model for the antigenotoxic activity of flavonoids.
Sign Up to like & getrecommendations! Published in 2020 at "Bioorganic chemistry"
DOI: 10.1016/j.bioorg.2020.103705
Abstract: Genotoxic agents are capable of causing damage to genetic material and the cumulative DNA damage causes mutations, involved in the development of various pathological conditions, including cancer. Antigenotoxic agents possess the potential to counteract these… read more here.
Keywords: development classification; classification model; activity; antigenotoxic activity ... See more keywords
A Semi-Supervised Image Classification Model Based on Improved Ensemble Projection Algorithm
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2017.2778881
Abstract: Image classification has been an incredibly active research topic in recent years with widespread applications. Researchers have put forward many remarkable techniques and semi-supervised learning (SSL) is one among them. However, due to not taking… read more here.
Keywords: classification; semi supervised; classification model; based improved ... See more keywords
Research on Application of Classification Model Based on Stack Generalization in Staging of Cervical Tissue Pathological Images
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3064040
Abstract: Cervical cancer is a malignant tumor that threatens women’s health and life. Cervical pathology examination, as the gold standard for cervical cancer diagnosis, provides an important basis for the surgical plan and postoperative follow-up strategy… read more here.
Keywords: classification model; pathology; accuracy; classification ... See more keywords
Class Incremental Learning With Few-Shots Based on Linear Programming for Hyperspectral Image Classification.
Sign Up to like & getrecommendations! Published in 2020 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2020.3032958
Abstract: Hyperspectral imaging (HSI) classification has drawn tremendous attention in the field of Earth observation. In the big data era, explosive growth has occurred in the amount of data obtained by advanced remote sensors. Inevitably, new… read more here.
Keywords: incremental learning; classification; class; classification model ... See more keywords