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ORCIDMatthias Carnein
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2020 – today
- 2020
[c11]Matthias Carnein, Heike Trautmann
, Albert Bifet, Bernhard Pfahringer:
confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. LION 2020: 80-95
2010 – 2019
- 2019
- [b1]Matthias Carnein:
Machine learning on data streams: improving the applicability and performance of stream clustering algorithms. University of Münster, Germany, 2019, pp. 1-207 - [j2]Matthias Carnein, Heike Trautmann:
Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms. Bus. Inf. Syst. Eng. 61(3): 277-297 (2019) - [c10]Matthias Carnein, Heike Trautmann:
Customer Segmentation Based on Transactional Data Using Stream Clustering. PAKDD (1) 2019: 280-292 - [c9]Matthias Carnein, Heike Trautmann, Albert Bifet, Bernhard Pfahringer:
Towards Automated Configuration of Stream Clustering Algorithms. PKDD/ECML Workshops (1) 2019: 137-143 - [c8]Matthias Carnein, Leschek Homann, Heike Trautmann, Gottfried Vossen:
A Recommender System Based on Omni-Channel Customer Data. CBI (1) 2019: 65-74 - 2018
- [j1]Matthias Carnein, Heike Trautmann:
evoStream - Evolutionary Stream Clustering Utilizing Idle Times. Big Data Res. 14: 101-111 (2018) - 2017
- [c7]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: 33-40 - [c6]Matthias Carnein, Dennis Assenmacher, Heike Trautmann:
An Empirical Comparison of Stream Clustering Algorithms. Conf. Computing Frontiers 2017: 361-366 - [c5]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: 69-78 - [c4]Matthias Carnein, Dennis Assenmacher, Heike Trautmann:
Stream Clustering of Chat Messages with Applications to Twitch Streams. ER Workshops 2017: 79-88 - 2016
- [c3]Matthias Carnein, Pascal Schöttle, Rainer Böhme:
Telltale Watermarks for Counting JPEG Compressions. Media Watermarking, Security, and Forensics 2016: 1-10 - 2015
- [c2]Matthias Carnein, Pascal Schöttle, Rainer Böhme:
Forensics of high-quality JPEG images with color subsampling. WIFS 2015: 1-6 - 2014
- [c1]Matthias Carnein, Pascal Schöttle, Rainer Böhme:
Predictable rain?: steganalysis of public-key steganography using wet paper codes. IH&MMSec 2014: 97-108
Coauthor Index
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