Carsten Jentsch

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 15

Top Topics

Gamma Distributions

Change Detection

Latent Dirichlet Allocation

Top Venues

Comput. Stat. Data Anal.

Soc. Netw. Anal. Min.

Text2Story@ECIR

Publications

Christian H. Weiß, Boris Aleksandrov, Maxime Faymonville, Carsten Jentsch
Partial Autocorrelation Diagnostics for Count Time Series. Entropy 25 (1) (2023)
Cedric Krause, Jonas Rieger, Jonathan Flossdorf, Carsten Jentsch, Fabian Beck
Visually Analyzing Topic Change Points in Temporal Text Collections. VMV (2023)
Jonathan Flossdorf, Roland Fried, Carsten Jentsch
Online monitoring of dynamic networks using flexible multivariate control charts. Soc. Netw. Anal. Min. 13 (1) (2023)
Bin Li, Carsten Jentsch, Emmanuel Müller
Prototypes as Explanation for Time Series Anomaly Detection. CoRR (2023)
Jonas Rieger, Kai-Robin Lange, Jonathan Flossdorf, Carsten Jentsch
Dynamic change detection in topics based on rolling LDAs. Text2Story@ECIR (2022)
Kai-Robin Lange, Jonas Rieger, Carsten Jentsch
Lex2Sent: A bagging approach to unsupervised sentiment analysis. CoRR (2022)
Jonathan Flossdorf, Carsten Jentsch
Change Detection in Dynamic Networks Using Network Characteristics. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data. EMNLP (Findings) (2021)
Jonathan Flossdorf, Anne Meyer, Dmitri Artjuch, Jaques Schneider, Carsten Jentsch
Unsupervised Movement Detection in Indoor Positioning Systems. CoRR (2021)
Jonas Rieger, Jörg Rahnenführer, Carsten Jentsch
Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype. NLDB (2020)
Tobias Markus Krabel, Thi Ngoc Tien Tran, Andreas Groll, Daniel Horn, Carsten Jentsch
Random boosting and random^2 forests - A random tree depth injection approach. CoRR (2020)
Carsten Jentsch, Eun Ryung Lee, Enno Mammen
Time-dependent Poisson reduced rank models for political text data analysis. Comput. Stat. Data Anal. 142 (2020)
Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer
Assessing the Uncertainty of the Text Generating Process Using Topic Models. PKDD/ECML Workshops (2020)
Jonas Rieger, Lars Koppers, Carsten Jentsch, Jörg Rahnenführer
Improving Reliability of Latent Dirichlet Allocation by Assessing Its Stability Using Clustering Techniques on Replicated Runs. CoRR (2020)
Christian H. Weiß, Detlef Steuer, Carsten Jentsch, Murat Caner Testik
Guaranteed conditional ARL performance in the presence of autocorrelation. Comput. Stat. Data Anal. 128 (2018)
Carsten Jentsch, Jens-Peter Kreiss, Panagiotis Mantalos, Efstathios Paparoditis
Hybrid bootstrap aided unit root testing. Comput. Stat. 27 (4) (2012)
Carsten Jentsch, Jens-Peter Kreiss
The multiple hybrid bootstrap - Resampling multivariate linear processes. J. Multivar. Anal. 101 (10) (2010)