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An ensemble machine learning model based on multiple filtering and supervised attribute clustering algorithm for classifying cancer samples
Bose, Shilpi, Das, Chandra, Banerjee, Abhik, Ghosh, Kuntal, Chattopadhyay, Matangini, Chattopadhyay, Samiran, Barik, Aishwarya
Published in PeerJ. Computer science (16.09.2021)
Published in PeerJ. Computer science (16.09.2021)
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Journal Article
A Density-Center-Based Automatic Clustering Algorithm for IoT Data Analysis
Zhang, Tao, Zhou, MengChu, Guo, Xiwang, Qi, Liang, Abusorrah, Abdullah
Published in IEEE internet of things journal (15.12.2022)
Published in IEEE internet of things journal (15.12.2022)
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Journal Article
Dengue Fever in Perspective of Clustering Algorithms
Ahmed Bin, Kamran Shoukat, Kamran Jabbar, Shafaat
Published in Journal of data mining in genomics & proteomics (2015)
Published in Journal of data mining in genomics & proteomics (2015)
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Journal Article
Data Mining in Healthcare and Biomedicine: A Survey of the Literature
Yoo, Illhoi, Alafaireet, Patricia, Marinov, Miroslav, Pena-Hernandez, Keila, Gopidi, Rajitha, Chang, Jia-Fu, Hua, Lei
Published in Journal of medical systems (01.08.2012)
Published in Journal of medical systems (01.08.2012)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
A novel density peaks clustering with sensitivity of local density and density-adaptive metric
Du, Mingjing, Ding, Shifei, Xue, Yu, Shi, Zhongzhi
Published in Knowledge and information systems (01.05.2019)
Published in Knowledge and information systems (01.05.2019)
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Journal Article
Knowledge discovery in medicine: Current issue and future trend
Esfandiari, Nura, Babavalian, Mohammad Reza, Moghadam, Amir-Masoud Eftekhari, Tabar, Vahid Kashani
Published in Expert systems with applications (01.07.2014)
Published in Expert systems with applications (01.07.2014)
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Journal Article
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Pikoula, Maria, Quint, Jennifer Kathleen, Nissen, Francis, Hemingway, Harry, Smeeth, Liam, Denaxas, Spiros
Published in BMC medical informatics and decision making (18.04.2019)
Published in BMC medical informatics and decision making (18.04.2019)
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Journal Article
Deciphering the impact of senescence in kidney transplant rejection: An integrative machine learning and multi-omics analysis via bulk and single-cell RNA sequencing
Shen, Xihao, Wu, Jiyue, Zhang, Feilong, Bi, Qing, Sun, Zejia, Wang, Wei
Published in PloS one (27.11.2024)
Published in PloS one (27.11.2024)
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Journal Article
Mining patterns of comorbidity evolution in patients with multiple chronic conditions using unsupervised multi-level temporal Bayesian network
Faruqui, Syed Hasib Akhter, Alaeddini, Adel, Jaramillo, Carlos A., Potter, Jennifer S., Pugh, Mary Jo
Published in PloS one (12.07.2018)
Published in PloS one (12.07.2018)
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Journal Article