Michail Tsagris

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Hypothesis Test

Gene Expression

Top Venues

Int. J. Data Sci. Anal.

Publications

Mirko Armillotta, Michail Tsagris, Konstantinos Fokianos
Inference for Network Count Time Series with the R Package PNAR. R J. 15 (4) (2024)
Aisha Fayomi, Yannis Pantazis, Michail Tsagris, Andrew T. A. Wood
Cauchy robust principal component analysis with applications to high-dimensional data sets. Stat. Comput. 34 (1) (2024)
Michail Tsagris, Abdulaziz Alenazi
An investigation of hypothesis testing procedures for circular and spherical mean vectors. Commun. Stat. Simul. Comput. 53 (3) (2024)
Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos
Automated machine learning for genome wide association studies. Bioinform. 39 (9) (2023)
Michail Tsagris, Abdulaziz Alenazi, Connie Stewart
Flexible non-parametric regression models for compositional response data with zeros. Stat. Comput. 33 (5) (2023)
Michail Tsagris, Zacharias Papadovasilakis, Kleanthi Lakiotaki, Ioannis Tsamardinos
The $\gamma$γ-OMP Algorithm for Feature Selection With Application to Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Michail Tsagris
The FEDHC Bayesian network learning algorithm. CoRR (2020)
Michail Tsagris, Zacharias Papadovasilakis, Kleanthi Lakiotaki, Ioannis Tsamardinos
A generalised OMP algorithm for feature selection with application to gene expression data. CoRR (2020)
P. J. Paine, S. P. Preston, Michail Tsagris, Andrew T. A. Wood
Spherical regression models with general covariates and anisotropic errors. Stat. Comput. 30 (1) (2020)
Michail Tsagris
Bayesian Network Learning with the PC Algorithm: An Improved and Correct Variation. Appl. Artif. Intell. 33 (2) (2019)
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
Correction to: Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. 6 (1) (2018)
Michail Tsagris, Ioannis Tsamardinos
. F1000Research 7 (2018)
Michail Tsagris, Manos Papadakis
Taking R to its limits: 70+ tips. PeerJ Prepr. 6 (2018)
Kleanthi Lakiotaki, Nikolaos Vorniotakis, Michail Tsagris, Georgios Georgakopoulos, Ioannis Tsamardinos
BioDataome: a collection of uniformly preprocessed and automatically annotated datasets for data-driven biology. Database J. Biol. Databases Curation 2018 (2018)
Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos
Feature selection for high-dimensional temporal data. BMC Bioinform. 19 (1) (2018)
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. 6 (1) (2018)
P. J. Paine, S. P. Preston, Michail Tsagris, Andrew T. A. Wood
An elliptically symmetric angular Gaussian distribution. Stat. Comput. 28 (3) (2018)
Michail Tsagris, Simon Preston, Andrew T. A. Wood
Improved Classification for Compositional Data Using the α-transformation. J. Classif. 33 (2) (2016)
Michail Tsagris, Jonathan M. Garibaldi
Modelling distributions of the temporal membership grades for non-stationary fuzzy sets. FUZZ-IEEE (2013)