Athanasios Tsanas
Statistics and Probability · 2009–2012
A researcher in the Science corpus: 4 papers; trusts 16 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 18 citations into it
- Artificial Intelligence — 15 citations into it; #34,400 of 35,345 by trust here, #24,417 by citations
- Computer Vision and Pattern Recognition — 12 citations into it
- Physiology — 10 citations into it; #666 of 2,276 by trust here, #1,379 by citations
- Statistical Learning Theory — 9 citations into it
- Signal Processing — 7 citations into it; #4,118 of 7,572 by trust here, #2,990 by citations
- Computational Mechanics — 5 citations into it
- Information Systems — 5 citations into it
Whom Athanasios Tsanas trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Trevor J. Hastie
- James Franklin
- Robert Tibshirani
- Max A. Little
- Radford M. Neal
- Patrick E. McSharry
- Chih-Jen Lin
- Jerome H. Friedman
- Resul Das
- David L. Donoho
Who trusts Athanasios Tsanas overall
- Satoshi Hara
- Ignacio Arnaldo
- Aaron Klein
- L. Le
- Antoine Jean-Pierre Tixier
- Angeliki Xifara
- Betul Erdogdu Sakar
- Marco Ancona
- Max A. Little
- Kohei Hayashi
Papers from Athanasios Tsanas's perspective
Ordered by how strongly the researchers Athanasios Tsanas trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Addendum: Regularization and variable selection via the elastic net
- Random Forests
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- LIBSVM: A library for support vector machines
- The Nature of Statistical Learning Theory
- The Elements of Statistical Learning
- Bagging Predictors
- A Practical Guide to Support Vector Classication
- Support-Vector Networks
Their papers
- Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools (2012)
- Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease (2012) — 684 citations
- Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity (2011) — 334 citations
- Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests (2009) — 823 citations