Matthias Carnein

According to our database, Matthias Carnein authored at least 14 papers between 2014 and 2020.

Collaborative distances:

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

2020

confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms.

Matthias Carnein, Heike Trautmann, Albert Bifet, Bernhard Pfahringer

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

2019

Machine learning on data streams: improving the applicability and performance of stream clustering algorithms.

Matthias Carnein

PhD thesis, 2019

Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms.

Matthias Carnein, Heike Trautmann

Bus. Inf. Syst. Eng., 2019

A Recommender System Based on Omni-Channel Customer Data.

Matthias Carnein, Leschek Homann, Heike Trautmann, Gottfried Vossen

Proceedings of the 21st IEEE Conference on Business Informatics, 2019

Towards Automated Configuration of Stream Clustering Algorithms.

Matthias Carnein, Heike Trautmann, Albert Bifet, Bernhard Pfahringer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Customer Segmentation Based on Transactional Data Using Stream Clustering.

Matthias Carnein, Heike Trautmann

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018

evoStream - Evolutionary Stream Clustering Utilizing Idle Times.

Matthias Carnein, Heike Trautmann

Big Data Res., 2018

2017

Towards Efficient and Informative Omni-Channel Customer Relationship Management.

Matthias Carnein, Markus Heuchert, Leschek Homann, Heike Trautmann, Gottfried Vossen, Jörg Becker, Karsten Kraume

Proceedings of the Advances in Conceptual Modeling, 2017

Stream Clustering of Chat Messages with Applications to Twitch Streams.

Matthias Carnein, Dennis Assenmacher, Heike Trautmann

Proceedings of the Advances in Conceptual Modeling, 2017

An Empirical Comparison of Stream Clustering Algorithms.

Matthias Carnein, Dennis Assenmacher, Heike Trautmann

Proceedings of the Computing Frontiers Conference, 2017

Customer Service in Social Media: An Empirical Study of the Airline Industry.

Matthias Carnein, Leschek Homann, Heike Trautmann, Gottfried Vossen, Karsten Kraume

Proceedings of the Datenbanksysteme für Business, 2017

2016

Telltale Watermarks for Counting JPEG Compressions.

Matthias Carnein, Pascal Schöttle, Rainer Böhme

Proceedings of the Media Watermarking, 2016

2015

Forensics of high-quality JPEG images with color subsampling.

Matthias Carnein, Pascal Schöttle, Rainer Böhme

Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

2014

Predictable rain?: steganalysis of public-key steganography using wet paper codes.

Matthias Carnein, Pascal Schöttle, Rainer Böhme

Proceedings of the ACM Information Hiding and Multimedia Security Workshop, 2014