Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition. [PDF]
PeerJ Comput Sci, 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.
Idris NF, Ismail MA.
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English teaching system design based on ID3 algorithm and node optimization. [PDF]
PeerJ Comput Sci, 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.
Jiang W, Ma Q.
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Dynamic gestational week prediction model for pre-eclampsia based on ID3 algorithm. [PDF]
Front Physiol, 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 ...
Li Z +11 more
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Classification of Thyroid Class using ID3 Algorithm and Artificial Neural Network (ANN)
Sistemasi: Jurnal Sistem InformasiThyroid disease refers to a range of conditions or issues affecting the thyroid gland. This gland, located below the Adam’s apple, is responsible for coordinating various metabolic processes in the body, making its function essential.
Nabila Henisaniyya +4 more
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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
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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
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Greedy Algorithm for Deriving Decision Rules from Decision Tree Ensembles. [PDF]
Entropy (Basel)This study introduces a greedy algorithm for deriving decision rules from decision tree ensembles, targeting enhanced interpretability and generalization in distributed data environments.
Tetteh ET, Zielosko B.
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Quantifying Bone Collagen Fingerprint Variation Between Species. [PDF]
Mol Ecol ResourABSTRACT Collagen is the most ubiquitous protein in the animal kingdom and one of the most abundant proteins on Earth. Despite having a relatively repetitive amino acid sequence motif that enables its triple helical structure, in type 1 collagen, that dominates skin and bone, there is enough variation for its increasing use for the biomolecular species
Baker A, Buckley M.
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Employee Performance Assessment Using Modified Decision Tree [PDF]
Engineering and Technology Journal, 2018 Decision tree algorithms are famous method in inductive learning and successfully applied for model classification and prediction. Performance evaluation in organization is one of the most important issues that are reliable due to the transition from ...
Hassan Jeiad, Zinah Ameen, Alza Mahmood
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Research on Spatial and Dynamic Planning Methods for Settlement Buildings Based on Data Mining
Discrete Dynamics in Nature and Society, 2022 Traditional settlements are widely concerned by academic circles for their unique settlement patterns, exquisite residential buildings, and rich historical and cultural connotations, and their protection and development is an important proposition for ...
Lin Chen +4 more
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