Profile
Undergraduate studies at the University of Ioannina, Greece (B. Sc. in Mathematics, 1991), graduate studies at the University of Maryland, College Park, USA (M. A., 1993 and Ph.D. in Statistics, 1996). He is with the Department of
Mathematics & Statistics since 1999 (Lecturer 1999-2001, Assistant Professor 2001-2006, Associate Professor 2006-2011 and Professor since 2012).
He also held visiting appointments at the Ohio State University, Ludwig Maximillians University, National Institutes of Health, EPFL, University Cergy-Pontoise and University of Bergen. He is an elected member of ISI since 2005 and Associate Editor for Statistics and Probability Letters and Computational Statistics and Data Analysis.
Research Interests
Categorical Time Series, Generalized Models for Time Series, Semiparametric Models, Spatial Data Analysis, Bioinformatics, Analysis of Large Data Sets.
Selected Publications
B. Kedem and K. Fokianos:"Regression Models for Time Series Analysis", John Wiley, Hoboken, NJ, 2002.
K. Fokianos and B. Kedem: "Regression Theory for Categorical Time Series", Statistical Science, 18, 357-376, 2003.
S. Wichert, K. Fokianos and K. Strimmer: "Identifying Periodically Expressed Transcripts in
Microarray Time Series Data", Bioinformatics, 20, 5-20, 2004.
K. Fokianos: "Merging Information for Semiparametric Density Estimation", Journal of Royal Statistical Society, Series B, 66, 941-958, 2004.
K. Fokianos, I. Sarrou and I. Pashalidis: "A Two-sample Model for the Comparison of Radiation
Doses", Chemometrics and Intelligent Laboratory Systems, 79, 1-9, 2005.
A. Savvides, V. Promponas and K. Fokianos: "Clustering of Biological Time Series by Cepstral
Coefficients Based Distances", Pattern Recognition, 41, 2398-2412, 2008.
K. Fokianos and A. Savvides : "On Comparing Several Spectral Densities", Technometrics, 50, 317--331, 2008.
K. Fokianos, A. Rahbek and D. Tjostheim: Poisson Autoregression, Journal of the American Statistical Association, 104, 1430--1439, 2009.
K. Fokianos and R. Fried: Interventions in INGARCH models, Journal of Time Series Analysis, 31, 210--225, 2010.
O. Davidov, K. Fokianos and G. Iliopoulos: Order Restricted Semiparametric Inference for the Power Bias Model, Biometrics, 66, 549--557, 2010.
K. Fokianos and D. Tjostheim: Loglinear Poisson Autoregression, Journal of Multivariate Analysis, 102, 563--578, 2011. Personal Website: http://www2.ucy.ac.cy/~fokianos/ |