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| 2019 | Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality
Kühnert, Christian; Frey, Christian; Seyboldt, Ruben | Conference Paper |
| 2019 | Smart Recommendation for Anomaly Detection in IoT
Ramesh, Supradha
: Ben Hmida, Helmi (1. Gutachten); Kuijper, Arjan (2. Gutachten) | Master Thesis |
| 2018 | Decreasing δ13C and δ15N values in four coastal species at different trophic levels indicate a fundamental food-web shift in the southern North and Baltic Seas between 1988 and 2016
Corman, Anna-Marie; Schwemmer, Philipp; Mercker, Moritz; Asmus, Harald; Rüdel, Heinz; Klein, Roland; Boner, Markus; Hofem, Sabine; Koschorreck, Jan; Garthe, Stefan | Journal Article |
| 2016 | Towards combining attribute-based and time series-based visual querying
Sessler, David; Spott, Martin; Nauck, Detlef; Harmer, William; Kohlhammer, Jörn; Bernard, Jürgen | Conference Paper |
| 2016 | Visual-interactive segmentation of multivariate time series
Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn | Conference Paper |
| 2015 | Cloud-based event detection platform for water distribution networks using machine-learning algorithms
Kühnert, Christian; Baruthio, M.; Bernard, Thomas; Steinmetz, C.; Weber, J.-M. | Journal Article, Conference Paper |
| 2015 | A contribution to the load forecast of price elastic consumption behaviour
Klaiber, Stefan; Bretschneider, Peter; Waczowicz, Simon; Mikut, Ralf; Konotop, Irina; Westermann, Dirk | Conference Paper |
| 2015 | Enhancing time series segmentation and labeling through the knowledge generation model
Gschwandtner, Theresia; Schumann, Heidrun; Bernard, Jürgen; May, Thorsten; Bögl, Markus; Miksch, Silvia; Kohlhammer, Jörn; Röhlig, Martin; Alsallakh, Bilal | Poster |
| 2015 | Exploratory search in time-oriented primary data
Bernard, Jürgen
: Fellner, Dieter W. (Referent); Schreck, Tobias (Referent) | Dissertation |
| 2015 | FuryExplorer: Visual-interactive exploration of horse motion capture data
Wilhelm, Nils; Vögele, Anna; Zsoldos, Rebeka; Licka, Theresia; Krüger, Björn; Bernard, Jürgen | Conference Paper |
| 2015 | Supporting management of sensor networks through interactive visual analysis
Steiger, Martin
: Fellner, Dieter W. (Referent); Kohlhammer, Jörn (Referent) | Dissertation |
| 2015 | VisInfo: A digital library system for time series research data based on exploratory search - a user-centered design approach
Bernard, Jürgen; Daberkow, Debora; Fellner, Dieter W.; Fischer, Katrin; Koepler, Oliver; Kohlhammer, Jörn; Runnwerth, Mila; Ruppert, Tobias; Schreck, Tobias; Sens, Irina | Journal Article |
| 2015 | Visual analysis of relations in attributed time-series data
Steiger, Martin; Bernard, Jürgen; Schader, Philipp; Kohlhammer, Jörn | Conference Paper |
| 2015 | A visual-interactive system for prostate cancer cohort analysis
Bernard, Jürgen; Sessler, David; May, Thorsten; Schlomm, Thorsten; Pehrke, Dirk; Kohlhammer, Jörn | Journal Article |
| 2014 | Data-driven methods for the detection of causal structures in process technology
Kühnert, Christian; Beyerer, Jürgen | Journal Article |
| 2014 | Visual analysis of time-series similarities for anomaly detection in sensor networks
Steiger, Martin; Bernard, Jürgen; Mittelstädt, Sebastian; Lücke-Tieke, Hendrik; Keim, Daniel; May, Thorsten; Kohlhammer, Jörn | Journal Article, Conference Paper |
| 2014 | Water quality supervision of distribution networks based on machine learning algorithms and operator feedback
Kühnert, Christian; Bernard, Thomas; Montalvo Arango, R.; Nitsche, R. | Journal Article, Conference Paper |
| 2013 | Time Series Forecasting using Sparse Grids
Garcke, J.; Gerstner, T.; Griebel, M. | Study |
| 2013 | A visual analytics framework for spatiotemporal analysis and modelling
Andrienko, Natalia; Andrienko, Gennady | Journal Article |
| 2012 | General sales forecast models for automobile markets and their analysis
Hülsmann, Marco; Borscheid, Detlef; Friedrich, Christoph M.; Reith, Dirk | Journal Article |
| 2012 | Identifying place histories from activity traces with an eye to parameter impact
Adrienko, G.; Adrienko, N.; Mladenov, M.; Mock, M.; Pölitz, C. | Journal Article |
| 2012 | Matrix-based visual correlation analysis on large timeseries data
Behrisch, Michael; Davey, James; Schreck, Tobias; Keim, Daniel A.; Kohlhammer, Jörn | Conference Paper |
| 2012 | TimeSeriesPaths: Projection-based explorative analysis of multivariate time series data
Bernard, Jürgen; Wilhelm, Nils; Scherer, Maximilian; May, Thorsten; Schreck, Tobias | Conference Paper, Journal Article |
| 2012 | Visual analytics methods for categoric spatio-temporal data
Landesberger, Tatiana von; Bremm, Sebastian; Andrienko, Natalia; Andrienko, Gennady; Tekusova, Maria | Conference Paper |
| 2012 | Visual-interactive preprocessing of time series data
Bernard, Jürgen; Ruppert, Tobias; Goroll, Oliver; May, Thorsten; Kohlhammer, Jörn | Conference Paper |
| 2009 | Detection of Email worm-infected machines on the local name servers using time series analysis
Chatzis, N.; Popescu-Zeletin, R. | Journal Article |
| 2009 | Entwicklung und Bewertung eines Ansatzes zur visuellen Analyse in zeitabhängigen Sequenzdaten
Maier, Sebastian
: Schreck, Tobias (Betreuer); Bremm, Sebastian (Betreuer) | Thesis |
| 2009 | Ein flexibles System für die explorative visuelle Sequenzanalyse
Bremm, Sebastian; Maier, Sebastian; Landesberger, Tatiana von; Schreck, Tobias | Journal Article |
| 2009 | Similarity search over DNS query streams for Email worm detection
Chatzis, N.; Brownlee, N. | Conference Paper |
| 2008 | Aufgabenorientierte Datenvisualisierung für die semantische Informationssuche im Finanzsektor
Voss, Viktor
: Tekusová, Tatiana (Betreuer) | Thesis |
| 2006 | Entwicklung eines Frameworks zur Automatisierung der Datenvorverarbeitung und Klassifikation emotionsbezogener Sensordaten
Jahnke, J.
: Blech, M. (Prüfer) | Thesis |
| 2005 | Optimal statistical model for forecasting ozone
Abdollahian, M.; Foroughi, R. | Conference Paper |
| 2004 | Markov chain model for turbulent wind speed data
Kantz, H.; Holstein, D.; Ragwitz, M.; Vitanov, N.K. | Journal Article, Conference Paper |
| 2004 | Modeling thermal displacements in modular tool systems
Wessel, N.; Aßmus, J.; Schwarz, U.; Kurths, J.; Weidermann, F.; Konvicka, J.; Nestmann, S.; Neugebauer, Reimund | Journal Article |
| 2004 | Optimal statistical model for forecasting air quality data
Abdollahain, M.; Foroughi, R. | Conference Paper |