Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian
Konferenzbeitrag
2019A review of machine learning for the optimization of production processes
Weichert, D.; Link, P.; Stoll, A.; Rüping, S.; Ihlenfeldt, S.; Wrobel, S.
Zeitschriftenaufsatz
2018Robust End-User-Driven Social Media Monitoring for Law Enforcement and Emergency Monitoring
Kirsch, Birgit; Giesselbach, Sven; Knodt, David; Rüping, Stefan
Aufsatz in Buch
2017E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time
Havas, C.; Resch, B.; Francalanci, C.; Pernici, B.; Scalia, G.; Fernandez-Marquez, J.L.; Achte, T. Van; Zeug, G.; Mondardini, M.R.R.; Grandoni, D.; Kirsch, B.; Kalas, M.; Lorini, V.; Rüping, S.
Zeitschriftenaufsatz
2017Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie
Hecker, Dirk; Döbel, Inga; Rüping, Stefan; Schmitz, Velina; Voss, Angi
Zeitschriftenaufsatz
2015Big Data in Medizin und Gesundheitswesen
Rüping, S.
Zeitschriftenaufsatz
2014Big Data im Krankenhaus
Rüping, S.
Zeitschriftenaufsatz
2014A data mining based approach for collaborative analysis of biomedical data
Tsiliki, G.; Kossida, S.; Friesen, N.; Rüping, S.; Tzagarakis, M.; Karacapilidis, N.
Zeitschriftenaufsatz
2014Mit Big Data mehr aus Daten machen
Rüping, S.
Zeitschriftenaufsatz
2014PMIR: A Personal Medical Information Recommender
Kondylakis, H.; Koumakis, L.; Rüping, S.; Kazantzaki, E.; Marias, K.; Tsiknakis, M.
Konferenzbeitrag
2014The technologically integrated oncosimulator: Combining multiscale cancer modeling with information technology in the in silico oncology context
Stamatakos, Georgios; Dionysiou, Dimitra; Lunzer, Aran; Belleman, Robert; Kolokotroni, Eleni; Georgiadi, Eleni; Erdt, Marius; Pukacki, Juliusz; Rueping, Stefan; Giatili, Stavroula; d`Onofrio, Alberto; Sfakianakis, Stelios; Marias, Kostas; Desmedt, Christine; Tsiknakis, Manolis; Graf, Norbert
Zeitschriftenaufsatz
2014Usability on the p-medicine infrastructure: An extended usability concept
Christ-Neumann, M.-L.; Escrich, A.; Anguita, A.; Stenzhorn, H.; Taylor, M.; Ramay, H.; Rüping, S.; Krauth, C.; Kuchinke, W.; Graf, N.; Rossi, S.
Zeitschriftenaufsatz
2013Datenanalyse: Big Data in der Medizin
Rüping, S.; Graf, N.
Zeitschriftenaufsatz
2013Towards an environment for data mining based analysis processes in bioinformatics and personalized medicine
Wegener, D.; Rossi, S.; Buffa, F.; Delorenzi, M.; Rüping, S.
Zeitschriftenaufsatz
2012Data mining based collaborative analysis of microarray data
Tsiliki, G.; Kossida, S.; Friesen, N.; Rueping, S.; Tzagarakis, M.; Karacapilidis, N.
Konferenzbeitrag
2012An enhanced relevance criterion for more concise supervised pattern discovery
Großkreutz, H.; Paurat, D.; Rüping, S.
Konferenzbeitrag
2012Mastering data-intensive collaboration through the synergy of human and machine reasoning
Karacapilidis, N.; Lau, L.; Lee, C.; Rüping, S.
Konferenzbeitrag
2012Towards a meaningful analysis of big data enhancing data mining techniques through a collaborative decision making environment
Karacapilidis, N.; Rueping, S.; Tsiliki, G.; Tzagarakis, M.
Konferenzbeitrag
2011The ACGT project in retrospect: Lessons learned and future outlook
Bucur, A.; Rüping, S.; Sengstag, T.; Sfakianakis, S.; Tsiknakis, M.; Wegener, D.
Zeitschriftenaufsatz, Konferenzbeitrag
2011ACGT: Advancing Clinico-genomic trials on cancer-Four years of experience
Martin, L.; Anguita, A.; Graf, N.; Tsiknakis, M.; Brochhausen, M.; Rüping, S.; Bucur, A.; Sfakianakis, S.; Sengstag, T.; Buffa, F.; Stenzhorn, H.
Konferenzbeitrag
2011Building on the synergy of machine and human reasoning to tackle data-intensive collaboration and decision making
Karacapilidis, N.; Rüping, S.; Tzagarakis, M.; Poigné, A.; Christodoulou, S.
Konferenzbeitrag
2011Enabling the reuse of data mining processes in healthcare by integrating data semantics
Wegener, D.; Anguita, A.; Rüping, S.
Konferenzbeitrag
2011Integration and reuse of data mining in business processes - A pattern-based approach
Wegener, D.; Rüping, S.
Zeitschriftenaufsatz
2011On reusing data mining in business processes - a pattern-based approach
Wegener, D.; Rüping, S.
Konferenzbeitrag
2011p-Medicine: From data sharing and integration via VPH models to personalized medicine
Rossi, Simona; Christ-Neumann, Marie-Luise; Rüping, Stefan; Buffa, F.-M.; Wegener, Dennis; McVie, G.; Coveney, P.-V.; Graf, N.; Delorenzi, M.
Zeitschriftenaufsatz
2011Secure distributed subgroup discovery in horizontally partitioned data
Grosskreutz, H.; Lemmen, B.; Rüping, S.
Zeitschriftenaufsatz
2011Secure Top-k subgroup discovery
Grosskreutz, H.; Lemmen, B.; Rüping, S.
Konferenzbeitrag
2011Towards an environment for data mining based analysis processes in bioinformatics & personalized medicine
Wegener, Dennis; Rossi, Simona; Buffa, Francesca; Delorenzi, Mauro; Rüping, Stefan
Konferenzbeitrag
2010Mastering data-intensive collaboration and decision making through a cloud infrastructure
Karacapilidis, N.; Rüping, S.; Drost, I.
Zeitschriftenaufsatz
2010On integrating data mining into business processes
Wegener, D.; Rüping, S.
Konferenzbeitrag
2010Privacy-preserving data-mining
Grosskreutz, H.; Lemmen, B.; Rüping, S.
Zeitschriftenaufsatz
2010Re-using data mining workflows
Rüping, S.; Wegener, D.; Bremer, P.
Konferenzbeitrag
2010SVM classifier estimation from group probabilities
Rüping, S.
Konferenzbeitrag
2010Workflow analysis using graph kernels
Friesen, N.; Rüping, S.
Konferenzbeitrag
2009ACGT: A platform to facilitate clinico-genomic research on breast cancer, on behalf of the ACGT consortium
Desmedt, C.; Graf, N.; Forgo, N.; Claerhout, B.; Stamatakos, G.; Pucacki, J.; Sengstag, T.; Rüping, S.; Tsiknakis, M.
Abstract
2009Building a system for advancing clinico-genomic trials on cancer
Sfakianakis, S.; Graf, N.; Hoppe, A.; Rüping, S.; Wegener, D.; Koumakis, L.
Konferenzbeitrag
2009GridR: An R-based tool for scientific data analysis in grid environments
Wegener, D.; Sengstag, T.; Sfakianakis, S.; Rüping, S.; Assi, A.
Zeitschriftenaufsatz
2009Integrated Web services platform for the facilitation of fraud detection in health care e-government services
Tagaris, A.; Konnis, G.; Benetou, X.; Dimakopoulos, T.; Kassis, K.; Athanasiadis, N.; Rüping, S.; Grosskreutz, H.; Koutsouris, D.
Konferenzbeitrag
2009Metadata extraction using text mining
Seth, S.; Rüping, S.; Wrobel, S.
Konferenzbeitrag
2009On subgroup discovery in numerical domains
Grosskreutz, H.; Rüping, S.
Zeitschriftenaufsatz, Konferenzbeitrag
2009On subgroup discovery in numerical domains
Grosskreutz, H.; Rüping, S.
Konferenzbeitrag
2009Ranking interesting subgroups
Rüping, S.
Konferenzbeitrag
2009Workflows for intelligent monitoring using proxy services
Rüping, S.; Wegener, D.; Sfakianakis, S.; Sengstag, T.
Konferenzbeitrag
2008Data mining for security and crime detection
Paaß, G.; Reinhardt, W.; Rüping, S.; Wrobel, S.
Konferenzbeitrag
2008Globalization of local models with SVMs
Rüping, S.
Konferenzbeitrag
2008GridR: Distributed data analysis using R
Wegener, D.; Rüping, S.; Mock, M.
Konferenzbeitrag
2008Optimistic estimate pruning strategies for fast exhaustive subgroup discovery
Grosskreutz, H.; Rüping, S.; Shabaani, N.; Wrobel, S.
Bericht
2008Procurement fraud discovery using similarity measure learning
Rüping, S.; Punko, N.; Günter, B.; Grosskreutz, H.
Konferenzbeitrag
2008A semantic grid services architecture in support of efficient knowledge discovery from multilevel clinical and genomic datasets
Tsiknakis, M.; Sfakianakis, S.; Rueping, S.; Trelles, O.; Siestang, T.; Claerhout, B.; Virvilis, V.
Konferenzbeitrag
2008Spatial data mining for retail sails forecasting
Krause-Traudes, M.; Scheider, S.; Rüping, S.; Meßner, H.
Konferenzbeitrag
2008Supporting parallel R code in clinical trials: A grid-based approach
Wegener, D.; Sengstag, T.; Sfakianakis, S.; Rüping, S.
Konferenzbeitrag
2008Tight optimistic estimates for fast subgroup discovery
Grosskreutz, H.; Rüping, S.; Wrobel, S.
Konferenzbeitrag
2007Extending workflow management for knowledge discovery in clinico-genomic data
Rüping, S.; Sfakianakis, S.; Tsinakis, M.
Konferenzbeitrag
2007Extending workflow management for knowledge discovery in clinico-genomic data.
Rüping, S.; Sfakianakis, S.; Tsiknakis, M.
Zeitschriftenaufsatz
2007Knowledge discovery scientific workflows in clinico-genomics
Potamias, G.; Koumakis, L.; Kanterakis, A.; Sfakianakis, S.; Analyti, A.; Moustakis, V.; Kafetzopoulos, D.; Rueping, S.; Tsiknakis, M.
Konferenzbeitrag
2006Grid-based knowledge discovery in clinico-genomic data
May, M.; Potamias, G.; Rüping, S.
Konferenzbeitrag
2006Learning interpretable models
Rüping, S.
Dissertation
2006Robust probabilistic calibration
Rüping, S.
Konferenzbeitrag
2005D-optimal plans in observational studies
Pumplün, C.; Rüping, S.; Morik, K.; Weihs, C.
Bericht
2005Determination of hyper-parameters for kernel based classification and regression
Christmann, A.; Lübke, K.; Marin-Galiano, M.; Rüping, S.
Bericht
2005Interpreting classifiers by multiple views
Rüping, S.
Konferenzbeitrag
2005Learning with local models
Rüping, S.
Konferenzbeitrag
2005Proceedings of the ICML 2005 Workshop on Learning with Multiple Views
: Rüping, S.; Scheffer, T.
Tagungsband