Concepedia
Statistics
Publications
105
Citations
9.1K
H-Index
38
Active since
1998
Affiliations
University of Crete(Current)
Foundation for Research and Technology Hellas
Vanderbilt University
Science and Technology Park of Crete
Ilia State University
Ioannis Tsamardinos is an author at University of Crete specializing in machine learning, computing, and computer science.
Publications per year
1998–2025
The max-min hill-climbing Bayesian network structure learning algorithm
Ioannis Tsamardinos, Laura E. Brown, Constantin Aliferis · Machine Learning · 2006 · 1.8K citations · Full text
Computing, Computer Science, Bayesian Data Analysis +9
A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis
Alexander Statnikov, Constantin Aliferis, Ioannis Tsamardinos et al. · Bioinformatics · 2004 · 847 citations · Full text
Computing, Bioinformatics, Oncology +17
Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation
Constantin Aliferis, Alexander Statnikov, Ioannis Tsamardinos et al. · 2010 · 490 citations
Computing, Computer Science, Data Science +16
Algorithms for Large Scale Markov Blanket Discovery
Ioannis Tsamardinos, Constantin Aliferis, Alexander Statnikov · 2003 · 442 citations
Computing, Computer Science, Data Science +13
Autominder: an intelligent cognitive orthotic system for people with memory impairment
Martha E. Pollack, Laura Brown, Dirk Colbry et al. · Robotics and Autonomous Systems · 2003 · 356 citations
Medicine, Rehabilitation Medicine, Assistive Technology +13
1–5 of 105