基本信息
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个人简介
I am a data scientist, with focus on bioinformatics with applications to various biomedical/biological problems. I have experience in purely research environments as well as positions with significant teaching responsibilities and I am very comfortable in either environment.
I have significant expertise in machine learning and its applications ranging from gene expression studies to developing algorithms to predict miRNAs and their targets and more recently, to text mining applied to microRNA PubMed articles. My effort in these areas is supported by my publication record. I have published more than 50 peer‐reviewed articles in top journals with over 2300 citations and an H-index of 18 and i10-index of 20 (based on Google scholar), my PhD work titled “One-class SVMs for document classification “ has about 970 citations. My research gate score is 28.41 with 3,040 reads, which means that my score is higher than 85.5% of Research Gate members. I have successfully applied for 9 research grants (6 as PI) and I have edited 1 scientific volume Series: Methods in Molecular Biology, Humana Press, USA (Part of the Springer publishing group which has been successful with more than 50,000 downloads since its publication in 2014). I have one book published by: VDM Verlag, Germany, I have also contributed 2 chapters in books on MicroRNA Biology, Computational Analysis and Systems and Computational Biology
I have significant expertise in machine learning and its applications ranging from gene expression studies to developing algorithms to predict miRNAs and their targets and more recently, to text mining applied to microRNA PubMed articles. My effort in these areas is supported by my publication record. I have published more than 50 peer‐reviewed articles in top journals with over 2300 citations and an H-index of 18 and i10-index of 20 (based on Google scholar), my PhD work titled “One-class SVMs for document classification “ has about 970 citations. My research gate score is 28.41 with 3,040 reads, which means that my score is higher than 85.5% of Research Gate members. I have successfully applied for 9 research grants (6 as PI) and I have edited 1 scientific volume Series: Methods in Molecular Biology, Humana Press, USA (Part of the Springer publishing group which has been successful with more than 50,000 downloads since its publication in 2014). I have one book published by: VDM Verlag, Germany, I have also contributed 2 chapters in books on MicroRNA Biology, Computational Analysis and Systems and Computational Biology
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International Joint Conference on Biomedical Engineering Systems and Technologiespp.446-453, (2024)
biorxiv(2024)
2023 Innovations in Intelligent Systems and Applications Conference (ASYU)pp.1-5, (2023)
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FRONTIERS IN GENETICS (2023): 1093326-1093326
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)pp.3118-3124, (2023)
PeerJ (2023): e15666-e15666
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