133
Views
28
CrossRef citations to date
0
Altmetric
Original Research

Artificial Flora Algorithm-Based Feature Selection with Gradient Boosted Tree Model for Diabetes Classification

ORCID Icon, , ORCID Icon & ORCID Icon
Pages 2789-2806 | Published online: 21 Jun 2021

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (1)

Melaku Tadege, Azmeraw Misganaw, Zemenay Truneh & Awoke Seyoum Tegegne. (2023) Predictors for the Longevity of People with Diabetes in Buno Bedele and Illubabor Zones, South-west Ethiopia. Diabetes, Metabolic Syndrome and Obesity 16, pages 1449-1457.
Read now

Articles from other publishers (27)

Weiqiang Ying, Lingyan Zhang, Shijian Luo, Cheng Yao & Fangtian Ying. (2023) Simulation of computer image recognition technology based on image feature extraction. Soft Computing.
Crossref
B. Revathi, S.K. Kezial Elizabeth, P. Nagaraj, S. Selva Birunda & D. Nithya. (2023) Particle Swarm Optimization based Detection of Diabetic Retinopathy using a Novel Deep CNN. Particle Swarm Optimization based Detection of Diabetic Retinopathy using a Novel Deep CNN.
Isam Abu-Qasmieh, Amjed Al Fahoum, Hiam Alquran & Ala’a Zyout. (2023) An Innovative Bispectral Deep Learning Method for Protein Family Classification. Computers, Materials & Continua 75:2, pages 3971-3991.
Crossref
Wensi Duan, Lili Gao, Juan Liu, Cheng Li, Peng Jiang, Lang Wang, Hua Chen, Xiaorong Sun, Dehua Cao, Baochuan Pang, Rong Li & Sai Liu. (2022) Computer-Assisted Fine-Needle Aspiration Cytology of Thyroid Using Two-Stage Refined Convolutional Neural Network. Electronics 11:24, pages 4089.
Crossref
P Nagaraj., R Gopal., B Sunethra, R Sumathi., V Muneeswaran. & K Vignesh.. (2022) Analysis of Spam Messages Using Various Machine Learning Classifier. Analysis of Spam Messages Using Various Machine Learning Classifier.
P Nagaraj, V. Muneeswaran, T Anurag, A Shankar Srinivas, V D M Pavan Kumar & V Ragava Saketh. (2022) A Novel Scheme for Papaya Fruit Disease Prediction and Classification using Convolutional Neural Networks. A Novel Scheme for Papaya Fruit Disease Prediction and Classification using Convolutional Neural Networks.
B Perumal, P Nagaraj, V Muneeswaran, C Ferasian, C Godwin & A Sathish Kumar. (2022) Tumor Identification in CTScan/UltraSound Using Deep Learning Technique. Tumor Identification in CTScan/UltraSound Using Deep Learning Technique.
P. Nagaraj, S. Lakshmanaprakash & V. Muneeswaran. (2022) Edge Computing and Deep Learning Based Urban Street Cleanliness Assessment System. Edge Computing and Deep Learning Based Urban Street Cleanliness Assessment System.
Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi & Ouail Ouchetto. (2022) Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network. Journal of Big Data 9:1.
Crossref
Nurul Mirza Afiqah Tajudin, Kuryati Kipli, Muhammad Hamdi Mahmood, Lik Thai Lim, Dayang Azra Awang Mat, Rohana Sapawi, Siti Kudnie Sahari, Kasumawati Lias, Suriati Khartini Jali & Mohammed Enamul Hoque. (2022) Deep learning in the grading of diabetic retinopathy: A review. IET Computer Vision 16:8, pages 667-682.
Crossref
Hao Wang, Juncai Liu, Changhai Huang, Xuewen Yang, Dasha Hu, Liangyin Chen, Xiaoqing Xing & Yuming Jiang. (2022) Semi-Supervised Instance-Segmentation Model for Feature Transfer Based on Category Attention. Sensors 22:22, pages 8794.
Crossref
Bendegúz H. Zováthi, Réka Mohácsi, Attila Marcell Szász & György Cserey. (2022) Breast Tumor Tissue Segmentation with Area-Based Annotation Using Convolutional Neural Network. Diagnostics 12:9, pages 2161.
Crossref
J. Deny, P. Rajalakshmi, V. Muneeswaran, R. Raja Sudharsan & P Nagaraj. (2022) Automation of Glucose Control for Type-2 Diabetes Mellitus. Automation of Glucose Control for Type-2 Diabetes Mellitus.
Perumal. B, Nagaraj. P, B. Gayathri Durga, T. Harish Muthu Kumaran, Innamuri Venkata Devika & M. Jeya Akshaya. (2022) Internet of Things based Weather and Water Quality Monitoring System. Internet of Things based Weather and Water Quality Monitoring System.
P. Nagaraj, V. Muneeswaran, K. Jaya Krishna, K. Yerriswamy Reddy, J. Rock Morries & G. Pavan Kumar. (2022) Identification of Skin Diseases using a Novel Deep CNN. Identification of Skin Diseases using a Novel Deep CNN.
Nagaraj P, Muneeswaran V, Muthamil Sudar K, Naga Vardhan Reddy A, Deshik G & Charan Kumar Reddy C. (2022) Ensemble Machine Learning (Grid Search & Random Forest) based Enhanced Medical Expert Recommendation System for Diabetes Mellitus Prediction. Ensemble Machine Learning (Grid Search & Random Forest) based Enhanced Medical Expert Recommendation System for Diabetes Mellitus Prediction.
Palanigurupackiam Nagaraj & Perumalsamy Deepalakshmi. (2022) An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis. International Journal of Imaging Systems and Technology 32:4, pages 1373-1396.
Crossref
Dorin Moldovan. (2022) Binary Horse Optimization Algorithm for Feature Selection. Algorithms 15:5, pages 156.
Crossref
Nagaraj P, K Saiteja, K Kalyan Ram, K Mani Kanta, S Krishna Aditya & Muneeswaran V. (2022) University Recommender System based on Student Profile using Feature Weighted Algorithm and KNN. University Recommender System based on Student Profile using Feature Weighted Algorithm and KNN.
Nagaraj P, Muneeswaran V, Dharanidharan A, Balananthanan K, Arunkumar M & Rajkumar C. (2022) A Prediction and Recommendation System for Diabetes Mellitus using XAI-based Lime Explainer. A Prediction and Recommendation System for Diabetes Mellitus using XAI-based Lime Explainer.
B Mohith Kumar, K Rama Krishna Rao, P Nagaraj, K Muthamil Sudar & V Muneeswaran. (2022) Tobacco Plant Disease Detection and Classification using Deep Convolutional Neural Networks. Tobacco Plant Disease Detection and Classification using Deep Convolutional Neural Networks.
P Nagaraj, S Selva Birunda, R Venkatesh, V Muneeswaran, S Krishna Narayanan, U Dhannu Shree & B Sunethra. (2022) Automatic and Adaptive Segmentation of Customer in R framework using K-means Clustering Technique. Automatic and Adaptive Segmentation of Customer in R framework using K-means Clustering Technique.
K. Muthamil Sudar, P. Nagaraj, V. Muneeswaran, S. Kavya Jeevana Swetha, K. Madhuri Nikhila & R. Venkatesh. (2022) An Empirical Data Analytics and Visualization for UBER Services: A Data Analysis Based Web Search Engine. An Empirical Data Analytics and Visualization for UBER Services: A Data Analysis Based Web Search Engine.
Perumal B, Nagarai P, Venkatesh R, Muneeswaran V, Y. GopiShankar, A. SaiKumar, A. Koushik & B. Anil. (2022) Real Time Transformer Health Monitoring System Using IoT in R. Real Time Transformer Health Monitoring System Using IoT in R.
Mohamed M. Farag, Mariam Fouad & Amr T. Abdel-Hamid. (2022) Automatic Severity Classification of Diabetic Retinopathy Based on DenseNet and Convolutional Block Attention Module. IEEE Access 10, pages 38299-38308.
Crossref
K. Vignesh, P. Nagaraj, V. Muneeswaran, S. Selva Birunda, S. Ishwarya Lakshmi & R. Aishwarya. 2022. Congress on Intelligent Systems. Congress on Intelligent Systems 593 607 .
P. Nagaraj, P. Deepalakshmi, V. Muneeswaran & K. Muthamil Sudar. 2022. Congress on Intelligent Systems. Congress on Intelligent Systems 491 502 .