Model of the Objective Clustering Inductive Technology of Gene Expression Profiles Based on SOTA and DBSCAN Clustering Algorithms

Author:

Babichev Sergii,Lytvynenko Volodymyr,Skvor Jiri,Fiser Jiri

Publisher

Springer International Publishing

Reference20 articles.

1. Babichev, S., Kornelyuk, A., Lytvynenko, V., Osypenko, V.: Computational analysis of gene expression profiles of lung cancer. Biopolymers Cell 32(1), 70–79 (2016). http://biopolymers.org.ua/content/32/1/070/

2. Babichev, S., Taif, M.A., Lytvynenko, V.: Inductive model of data clustering based on the agglomerative hierarchical algorithm. In: Proceeding of the 2016 IEEE First International Conference on Data Stream Mining and Processing (DSMP), pp. 19–22 (2016). http://ieeexplore.ieee.org/document/7583499/

3. Babichev, S., Taif, M.A., Lytvynenko, V., Korobchynskyi, M., Taif, M.A.: Objective clustering inductive technology of gene expression sequences features. In: Proceeding of the 13th International Conference Beyond Databases, Architectures and Structures. Communication in Computer and Information Science, Ustron, Poland, pp. 359–372 (2017). https://link.springer.com/content/pdf/10.1007/978-3-319-58274-0_29.pdf

4. Babichev, S., Taif, M.A., Lytvynenko, V., Osypenko, V.: Criterial analysis of gene expression sequences to create the objective clustering inductive technology. In: Proceeding of the 2017 IEEE 37th International Conference on Electronics and Nanotechnology (ELNANO), pp. 244–249 (2017). http://apps.webofknowledge.com/full_record.do?product=WOS&search_mode=GeneralSearch&qid=3&SID=U2bB7H8kqTrSyZ2eAKs&page=1&doc=2

5. Beer, D., Kardia, S., et al.: Gene-expression profiles predict survival of patients with lung adenocarcinoma. Nat. Med. 8(8), 216–224 (2002). https://www.ncbi.nlm.nih.gov/pubmed/12118244

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