OPTIMIZATION OF ATTRIBUTE SELECTION MODEL USING BIO-INSPIRED ALGORITHMS
Journal of ICT, 2018 Attribute selection which is also known as feature selection is an essential process that is relevant to predictive analysis. To date, various feature selection algorithms have been introduced, nevertheless they all work independently.
Mohammad Aizat Basir +2 more
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Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media. [PDF]
Brain Inform, 2023 1. A novel hybrid attribute selection model has been proposed for the prediction of Post-Partum Depression. 2. Attribute Hybrid Networks have been tested on a unique dataset that includes both the PDSS questionnaire and social media posts of the ...
Gopalakrishnan A +6 more
europepmc +2 more sources
RF-PCA: A New Solution for Rapid Identification of Breast Cancer Categorical Data Based on Attribute Selection and Feature Extraction. [PDF]
Front Genet, 2020 Breast cancer is one of the most common cancer diseases in women. The rapid and accurate diagnosis of breast cancer is of great significance for the treatment of cancer.
Bian K, Zhou M, Hu F, Lai W.
europepmc +2 more sources
An Amazon stingless bee foraging activity predicted using recurrent artificial neural networks and attribute selection. [PDF]
Sci Rep, 2020 Bees play a key role in pollination of crops and in diverse ecosystems. There have been multiple reports in recent years illustrating bee population declines worldwide. The search for more accurate forecast models can aid both in the understanding of the
Gomes PAB +9 more
europepmc +2 more sources
Improving prediction of students’ performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources [PDF]
Journal of Computing in Higher Education, 2021 The aim of this study was to predict university students’ learning performance using different sources of performance and multimodal data from an Intelligent Tutoring System.
Wilson Chango +4 more
semanticscholar +1 more source
De Computis, 2023 : The exponential growth of the Internet of Things (IoT) has led to the rapid expansion of interconnected systems, which has also increased the vulnerability of IoT devices to security threats such as distributed denial-of-service (DDoS) attacks. In this
S. Ullah +4 more
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Electronics, 2021 Thyroid disease is characterized by abnormal development of glandular tissue on the periphery of the thyroid gland. Thyroid disease occurs when this gland produces an abnormally high or low level of hormones, with hyperthyroidism (active thyroid gland ...
Tehseen Akhtar +7 more
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Future Internet, 2022 This paper addresses the regression modeling of local environmental pollution levels for electric power industry needs, which is fundamental for the proper design and maintenance of high-voltage transmission lines and insulators in order to prevent ...
Peter Krammer +7 more
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Optimal Granularity Selection and Attribute Reduction in Meso-granularity Space [PDF]
Jisuanji kexue, 2023 The conventional formal concept analysis adopts a meso-granularity formal context to meet the requirements of cross-layer granulation of data.However,it does not effectively combine the search for optimal granularity with attribute reduction,nor does it ...
LI Teng, LI Deyu, ZHAI Yanhui, ZHANG Shaoxia
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Attribute Selecting in Tree-Augmented Naive Bayes by Cross Validation Risk Minimization
Mathematics, 2021 As an important improvement to naive Bayes, Tree-Augmented Naive Bayes (TAN) exhibits excellent classification performance and efficiency since it allows that every attribute depends on at most one other attribute in addition to the class variable ...
Shenglei Chen +2 more
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