H.C. Chen

Vice President, InQuartik Corporation Big Data Laboratory

Hung-Chia (H.C.) Chen is an interdisciplinarily trained, practicing professional who aims to discover and deliver the value in all kinds of data. He received a Bachelor degree in Communication Engineering, MBA degree, and Doctoral degree in Statistics from National Chiao Tung University in 2000, 2003, and 2007, respectively.
In the early years of his career, he worked as a researcher and assistant professor in academies, and he has most recently focused on industry applications as an R&D engineer and R&D manager. His interests include statistics, biostatistics, data mining, machine learning, natural language processing, and image processing for all kinds of data.

Publications

Lai, Y.-H., Chen, H.-C., Chen L.-A., Chen D.-T., Hung H.-N. (2017) Statistical inferences based on outliers for gene expression analysis. Journal of Statistical Planning and Inference, 187, 130-142
Chen, H.-C., and Chen J.J. (2016) Hybrid Mixture Model for Subpopulation Identification. Statistics in Biosciences, 8, 28-42.
Chen, H.-C., Zou, W., Lu, T.-P., and Chen, J. J. (2014) A Composite Model for Subgroup Identification and Prediction via Bicluster Analysis. PLoS One, 9 (10), e111318.
Zou, W., Tang, H., Zhao, W., Meehan, J., Foley, S. L., Lin, W.-J., Chen, H.-C., Fang, H., Nayak, R, and Chen, J. J. (2013) Data mining tools for Salmonella characterization: application to gel-based fingerprinting analysis. BMC Bioinformatics, 14:S15
Chen, H.-C., Zou, W., Tien, Y.-J., and Chen, J. J. (2013) Identification of Bicluster Regions in a Binary Matrix and Its Application. PLoS One, 8, e71680.
Chen, J. J., Lin, W.-J., and Chen, H.-C. (2013) Pharmacogenomic Biomarkers for Personalized Medicine. Pharmacogenomics, 14, 969-980.
Zou, W., Chen, H.-C., Hise, K. B., Tang, H., Foley, S., Meehan, J., Lin, W.-J., Nayak, R., Xu, J., Fang, H., and Chen, J. J. (2013) Meta-analysis of Pulsed-field Gel Electrophoresis Fingerprints Based on a Constructed Salmonella Database. PLoS One, 8, e59224.
Chen, H.-C., and Chen, J. J. (2013) Assessment of Reproducibility of Survival Risk Predictions across Different Centers. BMC Medical Research Methodology, 13:25.
Chen, H.-C., Tsong, Yi, and Chen, J. J. (2013) Data Mining for Signal Detection of Adverse Event Safety Data. Journal of Biopharmaceutical Statistics, 23, 146-160.
Hsu, C.-S., Hsu, S.–J., Chen, H.-C., Liu, C.-H., Jeng, J., Liu, C.-J., Chen, P.-J., Kao, J.-H., Chen, D-S. (2013) Association of IL28B Genotypes with Metabolic Profiles and Viral Clearance Rate in Chronic Hepatitis C Patients. Hepatology International, 7, 171-179.
Chen, H.-C., Kodell, R. L., Cheng K. F. and Chen, J. J. (2012) Assessment of Performance of Survival Prediction Models for Cancer Prognosis. BMC Medical Research Methodology, 23, 146-160.
Chen, H.-C., Yeh. A. B., Yen, C.-L., and Chen, L.-A. (2012) The Density Control Chart: A General Approach for Constructing a Single Chart for Simultaneously Monitoring Multiple Parameters. International Journal of Production Research, 50, 3904-3919.
Zou, W., Lin, W-J, Hise, K. B., Chen, H.-C., Keys, C. and Chen, J. J. (2012) A Prediction System for Rapid Identification of Salmonella Serotypes Based on Pulsed-field Gel Electrophoresis Fingerprints. Journal of Clinical Microbiology, 50, 1524-1532.
Chen, L.-J., Syu, Y.-S., Chen, H.-C., and Li W.-C. (2012) The Design and Evaluation of Task Assignment Algorithms for GWAP-based Geospatial Tagging Systems. Mobile Network and Applications, 17, 395-414.
Mattison, D. R, Plant, T. M., Lin, H.-M., Chen, H.-C., Chen, J. J., Twaddle, N. C., Doerge, D., Slikker, W., Patton, R. E., Hotchkiss, C. E., Callicott R. R., Schrader, S. M., Turner, T. W., Kesner, J. S., Vitiello, B., Petibone, D. and Morris, S. M. (2011) Pubertal Delay in Male Non-Human Primates (Macaca Mulatta) Treated with Methylphenidate. Proceedings of the National Academy of Sciences of United States of America, 108, 16301-16306.
Hsu, C.-S., Hsu, S.-J., Chen, H.-C., Tseng, T.-C., Liu, C.-H., Niu, W.-F., Jeng, J., Liu, C.-J., Lai, M.-Y., Chen, P.-J., Chen, D.-S., and Kao, J.-H. (2011) Association of IL28B Gene Variations with Mathematical Modeling of Viral Kinetics in Chronic Hepatitis C Patients with IFN plus Ribavirin Therapy. Proceedings of the National Academy of Sciences of United States of America, 108, 3719-3724.
Chen, H.-C., Wu P.-C., Huang J.-Y., and Chen, L.A. (2010) Uncertainty Analysis for Measurement of Measurand. Measurement, 43, 1250-1254.
Chen, L.-A., Huang, J.-Y., and Chen, H.-C. (2007) Parametric coverage interval. Metrologia, 44, L7-L9.