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Научни приноси на Илиян Михайлов

ORCID ID:https://orcid.org/0000-0002-3368-9049
Статия в научно списание
1 Maria Nisheva, Stoyan Hadzhiyski, Iliyan Mihaylov, Irena Avdjieva, Dimitar Vassilev, Linking data for ontology based advising in healthcare, IEEE Xplore, 2020, Ref, Web of Science, PhD 2020
2 Maya Zhelyazkova, Roumyana Yordanova, Iliyan Mihaylov, Stefan Kirov, Stefan Tsonev, David Danko, Dimitar Vassilev, Origin sample prediction and spatial modeling of antimicrobial resistance in metagenomic sequencing data, Frontiers in Genetics, 2020, Ref, Web of Science, IF (3.36 - 2020), Web of Science Quartile: Q1 (2020), SCOPUS, SJR (1527 - 2020), SCOPUS Quartile: Q1 (2020), International, PhD 2020
3 Katerina Serafimova, Iliyan Mihaylov, Dimitar Vassilev, Irena Avdjieva, Piotr Zielenkiewicz, Szymon Kaczanowski, Using Machine Learning in Accuracy Assessment of Knowledge-Based Energy and Frequency Base Likelihood in Protein Structures, Lecture Notes in Computer Science, vol:12139, 2020, pages:572-584, ISSN (online):978-3-030-50420-5, doi:https://doi.org/10.1007/978-3-030-50420-5_43, Ref, Web of Science, International 2020
4 Iliyan Mihaylov, Maciej Kańduła, Milko Krachunov, Dimitar Vassilev, A novel framework for horizontal and vertical data integration in cancer studies with application to survival time prediction models, Biology Direct, vol:14, 2019, ISSN (print):1745-6150, doi:https://doi.org/10.1186/s13062-019-0249-6, Ref, IR , SCOPUS, SJR (1.388 - 2018), International, PhD 2019
5 Iliyan Mihaylov, Maria Nisheva, Dimitar Vassilev, An Approach for Semantic Data Integration in Cancer Studies, Lecture Notes in Computer Science, vol:11538, 2019, pages:173-185, ISSN (print):0302-9743, Ref, IR , SCOPUS, SJR (0.283 - 2018), PhD 2019
6 Iliyan Mihaylov, Maria Nisheva, Dimitar Vassilev, Application of Machine Learning Models for Survival Prognosis in Breast Cancer Studies, Information, vol:10, issue:3, 2019, pages:1-13, ISSN (online):2078-2489, doi:10.3390/info10030093, Ref, IR , SCOPUS, SJR (0.222 - 2018) 2019
Статия в сборник (на конференция и др.)
1 Boryana Pulova-Mihaylova, Iliyan Mihaylov, Irena Avdjieva, Dimitar Vassilev, A system for compression of sequencing data, ISGT, 2020, pages:223-235, PhD, MSc 2020
2 Maya Zhelyazkova, Roumyana Yordanova, Iliyan Mihaylov, Stefan Kirov, Stefan Tsonev, David Danko, Dimitar Vassilev, Bayesian Hierarchical Modelling for Antimicrobial Resistance Abundance, Springer book series, 2020, Ref, IR , SCOPUS, SJR (0.476 - 2020), SCOPUS Quartile: Q2 (2020), International, PhD 2020
3 Maria Nisheva, Stoyan Hadzhiyski, Iliyan Mihaylov, Irena Avdjieva, Dimitar Vassil, Linking data for ontology based advising in healthcare, International Conference Automatics and Informatics (ICAI), 2020 2020
4 Zhelyazkova M, Yordanova R, Iliyan Mihaylov, Kirov S, Danko D, Vassilev D, Spatial models for assessment of bacterial classification relevant to AMR, ISMB/ISCB 2020 CAMDA, 2020, International, PhD 2020
5 Iliyan Mihaylov, Maria Nisheva, Dimitar Vassilev, Machine Learning Techniques for Survival Time Prediction in Breast Cancer, Lecture Notes in Computer Science, 2018, pages:186-194, ISBN:978-3-319-99344-7, doi:https://doi.org/10.1007/978-3-319-99344-7_17 2018
Участие в конференция
1 Секционен доклад, Илиян Михайлов, Spatial models for assessment of bacterial classification relevant to AMR 2020
2 Секционен доклад, Илиян Михайлов, Linking Data for Ontology Based Advising in Healthcare 2020
3 Пленарен доклад, Илиян Михайлов, Modelling Bacterial Classification for Antimicrobial Resistance 2020
4 Секционен доклад, Илиян Михайлов, A system for compression of sequencing data 2020
5 Секционен доклад, Iliyan Mihaylov, Dimitar Vasilev, An Approach For Semantic Data Integration in Cancer Studies 2019
6 Секционен доклад, Iliyan Mihaylov, Dimitar Vasilev, A systematic analysis of multiple cancer studies within a novel enhanced framework for semantic data integration 2019
7 Секционен доклад, Iliyan Mihaylov, Maya Zhelqskova, Dimitar Vasilev, Models for geo-spatial analysis of MetaSUB data Dimitar Vassilev and covariates 2019
8 Секционен доклад, Илиян Михайлов, Dimitar Vasilev, Data integration and survival time prediction models in cancer studies. 2018
9 Секционен доклад, Илиян Михайлов, Dimitar Vasilev, Data integration and machine learning for metagenomics. 2018
10 Секционен доклад, Илиян Михайлов, Dimitar Vasilev, Comparison of machine learning models for survival time prediction in cancer studies 2018
11 Секционен доклад, Илиян Михайлов, Dimitar Vasilev, Techniques for Survival Time Prediction in Breast Cancer. 2018