Matthias Carnein

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 11

Top Topics

Evolving Data Streams

Stream Clustering

Top Venues

Bus. Inf. Syst. Eng.

Publications

Matthias Carnein, Heike Trautmann, Albert Bifet, Bernhard Pfahringer
confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. LION (2020)
Matthias Carnein, Heike Trautmann
Customer Segmentation Based on Transactional Data Using Stream Clustering. PAKDD (1) (2019)
Matthias Carnein, Heike Trautmann
Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms. Bus. Inf. Syst. Eng. 61 (3) (2019)
Matthias Carnein, Heike Trautmann, Albert Bifet, Bernhard Pfahringer
Towards Automated Configuration of Stream Clustering Algorithms. PKDD/ECML Workshops (1) (2019)
Matthias Carnein, Leschek Homann, Heike Trautmann, Gottfried Vossen
A Recommender System Based on Omni-Channel Customer Data. CBI (1) (2019)
Matthias Carnein, Heike Trautmann
evoStream - Evolutionary Stream Clustering Utilizing Idle Times. Big Data Res. 14 (2018)
Matthias Carnein, Leschek Homann, Heike Trautmann, Gottfried Vossen, Karsten Kraume
Customer Service in Social Media: An Empirical Study of the Airline Industry. BTW (Workshops) (2017)
Matthias Carnein, Dennis Assenmacher, Heike Trautmann
Stream Clustering of Chat Messages with Applications to Twitch Streams. ER Workshops (2017)
Matthias Carnein, Markus Heuchert, Leschek Homann, Heike Trautmann, Gottfried Vossen, Jörg Becker, Karsten Kraume
Towards Efficient and Informative Omni-Channel Customer Relationship Management. ER Workshops (2017)
Matthias Carnein, Dennis Assenmacher, Heike Trautmann
An Empirical Comparison of Stream Clustering Algorithms. Conf. Computing Frontiers (2017)
Matthias Carnein, Pascal Schöttle, Rainer Böhme
Telltale Watermarks for Counting JPEG Compressions. Media Watermarking, Security, and Forensics (2016)
Matthias Carnein, Pascal Schöttle, Rainer Böhme
Forensics of high-quality JPEG images with color subsampling. WIFS (2015)
Matthias Carnein, Pascal Schöttle, Rainer Böhme
Predictable rain?: steganalysis of public-key steganography using wet paper codes. IH&MMSec (2014)