Jochen Einbeck

According to our database, Jochen Einbeck authored at least 15 papers between 2003 and 2024.

Collaborative distances:

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

2024

A fresh look at mean-shift based modal clustering.

Jose Ameijeiras-Alonso, Jochen Einbeck

Adv. Data Anal. Classif., December, 2024

Directed Clustering of Multivariate Data Based on Linear or Quadratic Latent Variable Models.

Yingjuan Zhang, Jochen Einbeck

Algorithms, August, 2024

2023

A Robust Bayesian Approach for Causal Inference Problems.

Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

2022

The impact of a novel medication scanner on administration errors in the hospital setting: a before and after feasibility study.

Clare L. Tolley, Neil Watson, Andrew Heed, Jochen Einbeck, Suzanne Medows, Linda Wood, Layla Campbell, Sarah P. Slight

BMC Medical Informatics Decis. Mak., 2022

2020

Practical Considerations on Nonparametric Methods for Estimating Intrinsic Dimensions of Nonlinear Data Structures.

Jochen Einbeck, Zakiah I. Kalantan, Uwe Kruger

Int. J. Pattern Recognit. Artif. Intell., 2020

Binary Credal Classification Under Sparsity Constraints.

Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019

Quantile-Based Estimation of the Finite Cauchy Mixture Model.

Zakiah I. Kalantan, Jochen Einbeck

Symmetry, 2019

Editorial for the 4th Special Issue on advances in mixture models.

Jochen Einbeck, John Hinde, Salvatore Ingrassia, Tsung-I Lin, Paul D. McNicholas

Comput. Stat. Data Anal., 2019

2013

Challenging the curse of dimensionality in multivariate local linear regression.

James Taylor, Jochen Einbeck

Comput. Stat., 2013

2012

Goodness-of-fit tests in semi-linear models.

Simos G. Meintanis, Jochen Einbeck

Stat. Comput., 2012

2010

Data Compression and Regression through Local Principal Curves and Surfaces.

Jochen Einbeck, Ludger Evers, Benedict Powell

Int. J. Neural Syst., 2010

2008

Data Compression and Regression Based on Local Principal Curves.

Jochen Einbeck, Ludger Evers, Kirsty Hinchliff

Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

2005

Local principal curves.

Jochen Einbeck, Gerhard Tutz, Ludger Evers

Stat. Comput., 2005

2004

Exploring Multivariate Data Structures with Local Principal Curves.

Jochen Einbeck, Gerhard Tutz, Ludger Evers

Proceedings of the Classification, 2004

2003

Multivariate Local Fitting with General Basis Functions.

Jochen Einbeck

Comput. Stat., 2003