Alexander D'yakonov

Some papers:

Everybody wants to have read
and nobody wants to read.
Metrics of Algebraic Closures in Pattern Recognition Problems with Two Nonoverlapping Classes Computational Mathematics and Mathematical Physics, 2008, Vol. 48, No. 5, pp. 866–876.
Correctness Criteria for Algebraic Closures of the Estimate-Calculating Algorithm Model Doklady Mathematics, 2008, Vol. 77, No. 3, pp. 453–456.
Algebraic Closures of a Generalized Model of Estimation Algorithms Doklady Mathematics, 2008, Vol. 78, No. 3, pp. 936–939.
Algebra over Estimation Algorithms: Normalization with Respect to the Interval Computational Mathematics and Mathematical Physics, 2009, Vol. 49, No. 1, pp. 194–202.
Necessary and Sufficient Conditions for the Singularity of the Pairwise l1-Distance Matrix and Their Generalizations Doklady Mathematics, 2009, Vol. 79, No. 2, pp. 150–152.
Theory of Equivalence Systems for Describing the Algebraic Closures of a Generalized Estimation Model Computational Mathematics and Mathematical Physics, 2010, Vol. 50, No. 2, pp. 369–381.
Theory of Equivalence Systems for Describing Algebraic Closures of a Generalized Estimation Model. II Computational Mathematics and Mathematical Physics, 2011, Vol. 51, No. 3, pp. 490–504.
Criteria for the singularity of a pairwise L1-distance matrix and their generalizations IZV MATH, 2012, 76 (3), 517–534.
Practical algorithms for algebraic and logical correction in precedent-based recognition problems Computational Mathematics and Mathematical Physics, 2014, Vol. 54, No. 12, pp. 1915-1928.

Reports:

Two Recommendation Algorithms Based on Deformed Linear Combinations Proc. of ECML-PKDD 2011 Discovery Challenge Workshop, pp 21-28 (2011).
A Blending of Simple Algorithms for Topical Classification Rough Sets and Current Trends in Computing, Lecture Notes in Computer Science, 2012, Volume 7413/2012, 432–438.

Popular Scientific Lectures (in Russian):

Чему не учат в анализе данных и машинном обучении Unknown in Data Mining and Machine Learning (2013).
Введение в анализ данных Introduction to Data Mining (2012).
Шаманство в анализе данных Tricks in Data Mining (2011).
Анализ данных, обучение по прецедентам, логические игры, системы WEKA, RapidMiner и MatLab Manual "Logic Games, Data Mining, Weka, RapidMiner, MATLAB" (2010).
The design is partially taken from Mark Reid. За достоверность информации никто ответственности не несёт.