Ralf Klinkenberg

18 papers A* 2A 3C 1Journal 5Unranked 6

Year	Rank	Type	Title / Venue / Authors
2023	A	`conf`	Proactive Streaming Analytics at Scale: A Journey from the State-of-the-art to a Production Platform. CIKM Nikos Giatrakos, Elias Alevizos, Antonios Deligiannakis, Ralf Klinkenberg, Alexander Artikis
2021	J	`jnl`	Machine Learning: A Catalyst for THz Wireless Networks. Frontiers Commun. Networks Alexandros-Apostolos A. Boulogeorgos, Edwin Yaqub, Marco Di Renzo, Angeliki Alexiou, Rachana Desai, Ralf Klinkenberg
2021	—	`conf`	Online Distributed Maritime Event Detection & Forecasting over Big Vessel Tracking Data. IEEE BigData 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
2021	—	`conf`	Real-time big data stream analytics and complex event detection: modular visual framework, data science platform, and industry applications. DEBS Ralf Klinkenberg
2020	—	`conf`	Conception of a Reference Architecture for Machine Learning in the Process Industry. IEEE BigData René Wöstmann, Philipp Schlunder, Fabian Temme, Ralf Klinkenberg, Josef Kimberger, Andrea Spichtinger, Markus Goldhacker, Jochen Deuse
2020	A	`conf`	INforE: Interactive Cross-platform Analytics for Everyone. CIKM 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
2019	J	`jnl`	Interactive Extreme: Scale Analytics Towards Battling Cancer. IEEE Technol. Soc. Mag. 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
2018	—	`conf`	Density- and Correlation-based Table Extension. LWDA Benedikt Kleppmann, Christian Bizer, Edwin Yaqub, Fabian Temme, Philipp Schlunder, David Arnu, Ralf Klinkenberg
2016	C	`conf`	Defining software architectures for big data enabled operator support systems. INDIN Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg
2008	J	`jnl`	Knowledge discovery from data streams. Intell. Data Anal. João Gama, Jesús S. Aguilar-Ruiz, Ralf Klinkenberg
2007	J	`jnl`	Boosting classifiers for drifting concepts. Intell. Data Anal. Martin Scholz, Ralf Klinkenberg
2007	—	`conf`	Workshop on Knowledge Discovery, Data Mining, and Machine Learning and Workshop on Bioinformatics. LWA Alexander Hinneburg, Ralf Klinkenberg, Ingo Mierswa, Stefan Posch, Steffen Neumann
2006	A*	`conf`	YALE: rapid prototyping for complex data mining tasks. KDD Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler
2005	—	`conf`	Meta-Learning, Model Selection, and Example Selection in Machine Learning Domains with Concept Drift. LWA Ralf Klinkenberg
2004	J	`jnl`	Learning drifting concepts: Example selection vs. example weighting. Intell. Data Anal. Ralf Klinkenberg
2003	—	`ch.`	Concept Drift and the Importance of Example. Text Mining Ralf Klinkenberg, Stefan Rüping
2003	A	`conf`	Evolutionary Feature Space Transformation Using Type-Restricted Generators. GECCO Oliver Ritthoff, Ralf Klinkenberg
2000	A*	`conf`	Detecting Concept Drift with Support Vector Machines. ICML Ralf Klinkenberg, Thorsten Joachims