Ralf Klinkenberg

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 8

Top Topics

Reference Architecture

Top Venues

IEEE Technol. Soc. Mag.

Publications

Nikos Giatrakos, Elias Alevizos, Antonios Deligiannakis, Ralf Klinkenberg, Alexander Artikis
Proactive Streaming Analytics at Scale: A Journey from the State-of-the-art to a Production Platform. CIKM (2023)
Marios Vodas, Konstantina Bereta, Dimitris Kladis, Dimitris Zissis, Elias Alevizos, Emmanouil Ntoulias, Alexander Artikis, Antonios Deligiannakis, Antonios Kontaxakis, Nikos Giatrakos, David Arnu, Edwin Yaqub, Fabian Temme, Mate Torok, Ralf Klinkenberg
Online Distributed Maritime Event Detection & Forecasting over Big Vessel Tracking Data. IEEE BigData (2021)
Ralf Klinkenberg
Real-time big data stream analytics and complex event detection: modular visual framework, data science platform, and industry applications. DEBS (2021)
René Wöstmann, Philipp Schlunder, Fabian Temme, Ralf Klinkenberg, Josef Kimberger, Andrea Spichtinger, Markus Goldhacker, Jochen Deuse
Conception of a Reference Architecture for Machine Learning in the Process Industry. IEEE BigData (2020)
Nikos Giatrakos, David Arnu, Theodoros Bitsakis, Antonios Deligiannakis, Minos N. Garofalakis, Ralf Klinkenberg, Aris Konidaris, Antonis Kontaxakis, Yannis Kotidis, Vasilis Samoladas, Alkis Simitsis, George Stamatakis, Fabian Temme, Mate Torok, Edwin Yaqub, Arnau Montagud, Miguel Ponce de Leon, Holger Arndt, Stefan Burkard
INforE: Interactive Cross-platform Analytics for Everyone. CIKM (2020)
Nikos Giatrakos, Nikos Katzouris, Antonios Deligiannakis, Alexander Artikis, Minos N. Garofalakis, George Paliouras, Holger Arndt, Raffaele Grasso, Ralf Klinkenberg, Miguel Ponce de Leon, Gian Gaetano Tartaglia, Alfonso Valencia, Dimitrios Zissis
Interactive Extreme: Scale Analytics Towards Battling Cancer. IEEE Technol. Soc. Mag. 38 (2) (2019)
Benedikt Kleppmann, Christian Bizer, Edwin Yaqub, Fabian Temme, Philipp Schlunder, David Arnu, Ralf Klinkenberg
Density- and Correlation-based Table Extension. LWDA (2018)
Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg
Defining software architectures for big data enabled operator support systems. INDIN (2016)
João Gama, Jesús S. Aguilar-Ruiz, Ralf Klinkenberg
Knowledge discovery from data streams. Intell. Data Anal. 12 (3) (2008)
Alexander Hinneburg, Ralf Klinkenberg, Ingo Mierswa, Stefan Posch, Steffen Neumann
Workshop on Knowledge Discovery, Data Mining, and Machine Learning and Workshop on Bioinformatics. LWA (2007)
Martin Scholz, Ralf Klinkenberg
Boosting classifiers for drifting concepts. Intell. Data Anal. 11 (1) (2007)
Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler
YALE: rapid prototyping for complex data mining tasks. KDD (2006)
Ralf Klinkenberg
Meta-Learning, Model Selection, and Example Selection in Machine Learning Domains with Concept Drift. LWA (2005)
Ralf Klinkenberg
Learning drifting concepts: Example selection vs. example weighting. Intell. Data Anal. 8 (3) (2004)
Oliver Ritthoff, Ralf Klinkenberg
Evolutionary Feature Space Transformation Using Type-Restricted Generators. GECCO (2003)
Ralf Klinkenberg, Thorsten Joachims
Detecting Concept Drift with Support Vector Machines. ICML (2000)