Tatjana Lange

According to our database, Tatjana Lange authored at least 8 papers between 2009 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2019

Transformation of the Euclidian data space into a homogeneous event space for the inductive construction of classification rules.

Tatjana Lange

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Homogeneous Space as Media for the Inductive Selection of Separating Features for the Construction of Classification Rules.

Tatjana Lange

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

2017

An inductive approach to pattern recognition and its connection with geometric invariants.

Tatjana Lange

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2015

Classifying real-world data with the DDα-procedure.

Pavlo Mozharovskyi, Karl Mosler, Tatjana Lange

Adv. Data Anal. Classif., 2015

2012

Fast nonparametric classification based on data depth

Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi

CoRR, 2012

DD<i>α</i>-Classification of Asymmetric and Fat-Tailed Data.

Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi

Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

The Alpha-Procedure: A Nonparametric Invariant Method for Automatic Classification of Multi-Dimensional Objects.

Tatjana Lange, Pavlo Mozharovskyi

Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

2009

Computing zonoid trimmed regions of dimension d>2.

Karl Mosler, Tatjana Lange, Pavel Bazovkin

Comput. Stat. Data Anal., 2009