Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition [PDF]
PeerJ Computer Science, 2021 Breast cancer becomes the second major cause of death among women cancer patients worldwide. Based on research conducted in 2019, there are approximately 250,000 women across the United States diagnosed with invasive breast cancer each year.
Nur Farahaina Idris, Mohd Arfian Ismail
doaj +4 more sources
English teaching system design based on ID3 algorithm and node optimization [PDF]
PeerJ Computer Science, 2023 In order to optimize the integration of English multimedia resources and achieve the goal of sharing English teaching resources in education, this article reconstructs the traditional college English curriculum system.
Wangmeng Jiang, Qiang Ma
doaj +4 more sources
Energy Reports, 2022 In rural energy construction, systematic research is needed in multiple fields including the following: basic frontier investigation on energy resource evaluation and optimal regulation, development of common key technologies, application demonstration ...
Yingbo An, Huasen Zhou
doaj +2 more sources
Dynamic gestational week prediction model for pre-eclampsia based on ID3 algorithm [PDF]
Frontiers in Physiology, 2022 Pre-eclampsia (PE) is a type of hypertensive disorder during pregnancy, which is a serious threat to the life of mother and fetus. It is a placenta-derived disease that results in placental damage and necrosis due to systemic small vessel spasms that ...
Ziwei Li +19 more
doaj +2 more sources
Improvement of ID3 Algorithm Based on Simplified Information Entropy and Coordination Degree [PDF]
Algorithms, 2017 The decision tree algorithm is a core technology in data classification mining, and ID3 (Iterative Dichotomiser 3) algorithm is a famous one, which has achieved good results in the field of classification mining.
Yingying Wang +4 more
doaj +2 more sources
CD5L Promotes M2 Macrophage Polarization through Autophagy-Mediated Upregulation of ID3 [PDF]
Frontiers in Immunology, 2018 CD5L (CD5 molecule-like) is a secreted glycoprotein that controls key mechanisms in inflammatory responses, with involvement in processes such as infection, atherosclerosis, and cancer.
Lucía Sanjurjo +10 more
doaj +4 more sources
Identifying the Risky SNP of Osteoporosis with ID3-PEP Decision Tree Algorithm [PDF]
Complexity, 2017 In the past 20 years, much progress has been made on the genetic analysis of osteoporosis. A number of genes and SNPs associated with osteoporosis have been found through GWAS method.
Jincai Yang +5 more
doaj +2 more sources
Research on hybrid intrusion detection method based on the ADASYN and ID3 algorithms
Mathematical Biosciences and Engineering, 2022 Intrusion detection system plays an important role in network security. Early detection of the potential attacks can prevent the further network intrusion from adversaries. To improve the effectiveness of the intrusion detection rate, this paper proposes
Yue Li +4 more
doaj +2 more sources
Usability Evaluation and Classification of mHealth Applications for Type 2 Diabetes Mellitus Using MARS and ID3 Algorithm. [PDF]
Int J Environ Res Public Health, 2022 Gupta K +5 more
europepmc +3 more sources
The data analysis of sports training by ID3 decision tree algorithm and deep learning [PDF]
Scientific ReportsIn order to improve the accuracy and efficiency of sports training data analysis, this paper proposes an optimized analysis model by combining Iterative Dichotomiser 3 (ID3) decision tree algorithm and deep learning model. As an important scientific tool,
Kaigong Wang, Lei Wang, Jiduo Sun
doaj +2 more sources