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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
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
On an ensemble algorithm for clustering cancer patient data
Qi, Ran, Wu, Dengyuan, Sheng, Li, Henson, Donald, Schwartz, Arnold, Xu, Eric, Xing, Kai, Chen, Dechang
Published in BMC systems biology (23.10.2013)
Published in BMC systems biology (23.10.2013)
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Journal Article
Computational Identification of RNA-Seq Based miRNA-Mediated Prognostic Modules in Cancer
Pan, Chu, Luo, Jiawei, Zhang, Jiao
Published in IEEE journal of biomedical and health informatics (01.02.2020)
Published in IEEE journal of biomedical and health informatics (01.02.2020)
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Journal Article
Integrating additional factors into the TNM staging for cutaneous melanoma by machine learning
Yang, Charles Q., Wang, Huan, Liu, Zhenqiu, Hueman, Matthew T., Bhaskaran, Aadya, Henson, Donald E., Sheng, Li, Chen, Dechang
Published in PloS one (30.09.2021)
Published in PloS one (30.09.2021)
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Journal Article
A Novel Cluster-Based Computational Method to Identify miRNA Regulatory Modules
Luo, Jiawei, Pan, Chu, Xiang, Gen, Yin, Ying
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.03.2019)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.03.2019)
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Journal Article
Understanding heterogeneous tumor microenvironment in metastatic melanoma
Yan, Yiyi, Leontovich, Alexey A., Gerdes, Michael J., Desai, Keyur, Dong, Jinhong, Sood, Anup, Santamaria-Pang, Alberto, Mansfield, Aaron S., Chadwick, Chrystal, Zhang, Rong, Nevala, Wendy K., Flotte, Thomas J., Ginty, Fiona, Markovic, Svetomir N.
Published in PloS one (05.06.2019)
Published in PloS one (05.06.2019)
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Journal Article
An ensemble algorithm integrating consensus-clustering with feature weighting based ranking and probabilistic fuzzy logic-multilayer perceptron classifier for diagnosis and staging of breast cancer using heterogeneous datasets
Chatterjee, Subhashis, Das, Ananya
Published in Applied intelligence (Dordrecht, Netherlands) (01.06.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.06.2023)
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Journal Article
Machine learning-based prediction of survival prognosis in cervical cancer
Ding, Dongyan, Lang, Tingyuan, Zou, Dongling, Tan, Jiawei, Chen, Jia, Zhou, Lei, Wang, Dong, Li, Rong, Li, Yunzhe, Liu, Jingshu, Ma, Cui, Zhou, Qi
Published in BMC bioinformatics (16.06.2021)
Published in BMC bioinformatics (16.06.2021)
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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