A prerequisite for taking the Master course is a Bachelor of Science from TU Darmstadt in Materials Science or an equivalent degree. Technical fields within Data Science are multidisciplinary evaluations, data models, data analysis algorithms, data-centered tools and frameworks, as well as theory. English & German . 151-160, University of West Bohemia, cited 16 October 2015 Available from http://wscg.zcu.cz/DL/wscg_DL.htm, WSCG 2015 : 23rd Conference on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, Jun 8, 2015 - Jun 12, 2015, [Konferenzveröffentlichung], Wilhelm, Nils ; Vögele, Anna ; Zsoldos, Rebeka ; Licka, Theresia ; Krüger, Björn ; Bernard, Jürgen (2015): FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data.In: Proceedings of SPIE; 9397, SPIE Press, Visualization and Data Analysis 2015, San Francisco, CA, USA, February 9-11, 2015, DOI: 10.1117/12., [Konferenzveröffentlichung], Ruppert, Tobias ; Bernard, Jürgen ; Lücke-Tieke, Hendrik ; May, Thorsten ; Kohlhammer, Jörn (2015): Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies.S. Courses on theoretical materials science include quantum mechanics, non-equilibrium thermodynamics, and continuum mechanics. Student theses, seminars and practical courses are still provided.. Research Summary 239-240, IEEE Press, New York, IEEE Conference on Visual Analytics Science and Technology 2012. I'm a PhD student of Machine Learning at the Computer Science Department of the TU Darmstadt … Secure Two-Party Computation Using an Efficient Garbled Circuit by Reducing Data Transfer. Proceedings, [Conference item], Schreck, Tobias ; Sharalieva, Lyubka ; Wanner, Franz ; Bernard, Jürgen ; Ruppert, Tobias ; Landesberger, Tatiana von ; Bustos, Benjamin (2012): Visual Exploration of Local Interest Points in Sets of Time Series.S. DOI: 10.1007/s00799-011-0072-x, [Artikel], Bernard, Jürgen ; Landesberger, Tatiana von ; Bremm, Sebastian ; Schreck, Tobias (2010): Cluster Correspondence Views for Enhanced Analysis of SOM Displays.S. [Artikel], Schreck, Tobias ; Bernard, Jürgen ; Tekusová, Tatiana ; Kohlhammer, Jörn (2008): Visual Cluster Analysis of Trajectory Data With Interactive Kohonen Maps.S. The Data Management Lab was founded in 2017 by Prof. Carsten Binnig and is part of the Department of Computer Science at TU Darmstadt in Darmstadt, Germany. TU Darmstadt incorporates diverse science cultures to create its characteristic profile. Multivariate and Mixed Data Analysis focuses on large and complex data sets with many dimensions/attributes/features, i.e., tabular data ready for in-depth analysis and Knowledge Generation. The aim is to teach and implement modern methods from the field of data science for the evaluation of production data from machine tools. DOI: 10.1111/cgf.12396, [Artikel], Nazemi, Kawa ; Retz, Reimond ; Bernard, Jürgen ; Kohlhammer, Jörn ; Fellner, Dieter W. (2013): Adaptive Semantic Visualization for Bibliographic Entries.In: Lecture Notes in Computer Science (LNCS); 8034, S. 13-24, Springer, Berlin, Heidelberg, New York, Advances in Visual Computing. 10th International Symposium, ISVC 2014, DOI: 10.1007/978-3-319-14249-4₃₃, [Konferenzveröffentlichung], Mittelstädt, Sebastian ; Bernard, Jürgen ; Schreck, Tobias ; Steiger, Martin ; Kohlhammer, Jörn ; Keim, Daniel A. Multivariate and Mixed Data Analysis focuses on large and complex data sets with many dimensions/attributes/features, i.e., tabular data ready for in-depth analysis and Knowledge Generation. Proceedings, [Konferenzveröffentlichung], Landesberger, Tatiana von ; Bremm, Sebastian ; Bernard, Jürgen ; Schreck, Tobias (2010): Smart Query Definition for Content-Based Search in Large Sets of Graphs.S. Proceedings, DOI: 10.1145/2232817.2232844, [Konferenzveröffentlichung], Bernard, Jürgen ; Ruppert, Tobias ; Scherer, Maximilian ; Schreck, Tobias ; Kohlhammer, Jörn (2012): Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties.In: ACM International Conference Proceedings Series; 642, S. 22, ACM, New York, i-KNOW '12. Providing greater academic depth, the Master's programme builds on the first stage with successful completion resulting in a second degree. DOI: 10.1111/j.1467-8659.2011.01938.x, [Article], Bernard, Jürgen ; Landesberger, Tatiana von ; Bremm, Sebastian ; Schreck, Tobias (2011): Multi-Scale Visual Quality Assessment for Cluster Analysis with Self-Organizing Maps.In: Proceedings of SPIE; 7868, S. 78680N-1-78680N-12, SPIE Press, Bellingham, Visualization and Data Analysis 2011, DOI: 10.1117/12.872545, [Conference item], Bernard, Jürgen ; Brase, Jan ; Fellner, Dieter W. ; Koepler, Oliver ; Kohlhammer, Jörn ; Ruppert, Tobias ; Schreck, Tobias ; Sens, Irina (2011): A Visual Digital Library Approach for Time-Oriented Scientific Primary Data.In: International Journal on Digital Libraries, 11 (2), S. 111-123. Applicants holding a Bachelor degree in related subjects such as physics or chemistry are highly encouraged to apply. Interactive Data Generation follows the principle to create data sets in a visual-interactive way. Proceedings, DOI: 10.1145/2362456.2362485, [Conference item], Bernard, Jürgen ; Wilhelm, Nils ; Scherer, Maximilian ; May, Thorsten ; Schreck, Tobias (2012): TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data.S. Winter semester: 15 Jul/15 Jan . 329-338, University of West Bohemia, Plzen, WSCG 2014. Data Science is referred to a solution for challenges with big data and business intelligence, which is required in virtually any application field and sector. TU Darmstadt is one of the leading technical universities in Germany. 227-228, IEEE Computer Society, Los Alamitos, Calif., IEEE Conference on Visual Analytics Science and Technology. Its Computer Science department consistently ranks among the top 5 in Germany. We are enjoying a worldwide reputation for excellent research in our highly-relevant, focused profile areas. 151-160, University of West Bohemia, cited 16 October 2015 Available from http://wscg.zcu.cz/DL/wscg_DL.htm, WSCG 2015 : 23rd Conference on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, Jun 8, 2015 - Jun 12, 2015, [Conference item], Wilhelm, Nils ; Vögele, Anna ; Zsoldos, Rebeka ; Licka, Theresia ; Krüger, Björn ; Bernard, Jürgen (2015): FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data.In: Proceedings of SPIE; 9397, SPIE Press, Visualization and Data Analysis 2015, San Francisco, CA, USA, February 9-11, 2015, DOI: 10.1117/12., [Conference item], Ruppert, Tobias ; Bernard, Jürgen ; Lücke-Tieke, Hendrik ; May, Thorsten ; Kohlhammer, Jörn (2015): Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies.S. 20 No. 73-75, Eurographics Association, Goslar, EuroVis 2016. They need to explore their data, using visualization technologies on high level but also in detail. Wiley Online Library, [Article], Ruppert, Tobias ; Bernard, Jürgen ; May, Thorsten ; Kohlhammer, Jörn (2014): Combining Computational Models and Interactive Visualization to Support Rational Decision Making.In: Lecture Notes in Computer Science (LNCS); 8887, S. 345-356, Springer, Berlin, Heidelberg, New York, Advances in Visual Computing. While in practice data scientists do not necessarily need to be scientists in the lab, we particularly emphasize the scientific aspects of Data Science. M.A. 2 Years (starting: Both semesters) Duration . According to John McCarthy, one of the founders of the field, AI is "the science and engineering of making intelligent machines, especially intelligent computer programs. A data scientist may be involved in the collection, processing, storage, retrieval, analysis, and interpretation of data to help a collaborating subject with the latter data-related tasks. Elsevier ScienceDirect, ISSN 2468-502X, DOI: 10.1016/j.visinf.2019.03.002, [Article], Bernard, Jürgen ; Sessler, David ; Kohlhammer, Jörn ; Ruddle, Roy A. 217-218, IEEE Press, New York, IEEE Conference on Visual Analytics Science and Technology 2010. Proceedings, DOI: 10.1109/VAST.2014.7042503, [Konferenzveröffentlichung], Bernard, Jürgen ; Sessler, David ; Ruppert, Tobias ; Davey, James ; Kuijper, Arjan ; Kohlhammer, Jörn (2014): User-Based Visual-Interactive Similarity Definition for Mixed Data Objects - Concept and First Implementation.S. Data Science is referred to a solution for challenges with big data and business intelligence, which is required in virtually any application field and sector. 7-12, Eurographics Association, Goslar, EuroVAST 2010, [Konferenzveröffentlichung], Bernard, Jürgen ; Brase, Jan ; Fellner, Dieter W. ; Koepler, Oliver ; Kohlhammer, Jörn ; Ruppert, Tobias ; Schreck, Tobias ; Sens, Irina (2010): A Visual Digital Library Approach for Time-Oriented Scientific Primary Data.In: Lecture Notes in Computer Science (LNCS); 6273, S. 352-363, Springer, Berlin, Heidelberg, New York, Research and Advanced Technology for Digital Libraries, DOI: 10.1007/978-3-642-15464-5₃₅, [Konferenzveröffentlichung], Bernard, Jürgen (2009): Methoden zur Qualitätsbewertung von Selforganizing Maps zur Unterstützung des visuellen Analyseprozesses.Darmstadt, TU, Diplomarbeit, 2009, [Masterarbeit], Schreck, Tobias ; Bernard, Jürgen ; Landesberger, Tatiana von ; Kohlhammer, Jörn (2009): Visual Cluster Analysis of Trajectory Data With Interactive Kohonen Maps.In: Information Visualization, 8 (1), S. 14-29. While in practice data scientists do not necessarily need to be scientists in the lab, we particularly emphasize the scientific aspects of Data Science. Application Deadlines . Data Science, or data-driven science, seeks to provide information (and extract knowledge) from large unstructured data. 61-65, Eurographics Association, Goslar, EuroVA 2015, DOI: 10.2312/eurova.20151105, [Konferenzveröffentlichung], Koldijk, Saskia ; Bernard, Jürgen ; Ruppert, Tobias ; Kohlhammer, Jörn ; Neerincx, Mark A. ; Kraaij, Wessel (2015): Visual Analytics of Work Behavior Data - Insights on Individual Differences.S. Thanks Andrea for a … Learning System for Labelling.S. Time Series Analysis supports users in the analysis of time series (time-oriented) data. 73-75, Eurographics Association, Goslar, EuroVis 2016. TU Darmstadt's International Affairs Department assists international students in their search for accommodation through its Housing Assistance Office. 217-224, 12th International Joint Conference,VISIGRAPP 2017, Porto, Portugal, February 27 – March 1, 2017, ISBN 978-989-758-228-8, DOI: 10.5220/0006127502170224, [Konferenzveröffentlichung], Bernard, Jürgen ; Zeppelzauer, Matthias ; Sedlmair, Michael ; Aigner, Wolfgang (2017): A Unified Process for Visual-Interactive Labeling.In: EuroVA 2017, S. 73-77, Goslar, Eurographics Association, 8. International EuroVis Workshop on Visual Analytics (EuroVA), Barcelona, 12.06.-13.06.17, ISBN 978-3-03868-042-0, DOI: 10.2312/eurova.20171123, [Konferenzveröffentlichung], Ruppert, Tobias ; Bannach, Andreas ; Bernard, Jürgen ; Lokanc, Martin ; Kohlhammer, Jörn (2017): Visual Access to Performance Indicators in the Mining Sector.In: EuroVis 2017 - Short Papers, S. 157-161, The Eurographics Association, Eurographics Conference on Visualization, Barcelona, Spain, 12 - 16 June 2017, ISBN 978-3-03868-043-7, DOI: 10.2312/eurovisshort.20171150, [Konferenzveröffentlichung], Ruppert, Tobias ; Staab, Michael ; Bannach, Andreas ; Lücke-Tieke, Hendrik ; Bernard, Jürgen ; Kuijper, Arjan ; Kohlhammer, Jörn (2017): Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections.In: Electronic Imaging, Visualization and Data Analysis, S. 46-57, Springfield, Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging, ISSN 2470-1173, DOI: 10.2352/ISSN.2470-1173.2017.1.VDA-388, [Konferenzveröffentlichung], Bernard, Jürgen ; Dobermann, Eduard ; Vögele, Anna ; Krüger, Björn ; Kohlhammer, Jörn ; Fellner, Dieter (2017): Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data.In: Electronic Imaging, Visualization and Data Analysis, S. 34-45, Springfield, Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging, ISSN 2470-1173, DOI: 10.2352/ISSN.2470-1173.2017.1.VDA-387, [Konferenzveröffentlichung], Fellner, Dieter ; Kohlhammer, Jörn ; Zeppelzauer, Matthias ; Sessler, David ; Ritter, Christian ; Bernard, Jürgen (2017): Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis.S. Since Prof. Fürnkranz left TU Darmstadt in September 2019, he will not provide any lectures anymore. Proceedings, DOI: 10.1145/2232817.2232844, [Conference item], Bernard, Jürgen ; Ruppert, Tobias ; Scherer, Maximilian ; Schreck, Tobias ; Kohlhammer, Jörn (2012): Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties.In: ACM International Conference Proceedings Series; 642, S. 22, ACM, New York, i-KNOW '12. GRIS combines a broad set of competences reflected by supported data types, analysis techniques, and application areas. ISSN 0167-7055, DOI: 10.1111/cgf.13698, [Artikel], Bors, Christian ; Bernard, Jürgen ; Bögl, Markus ; Gschwandtner, Theresia ; Kohlhammer, Jörn ; Miksch, Silvia (2019): Quantifying Uncertainty in Multivariate Time Series Pre-Processing.S. Interactive Data Generation follows the principle to create data sets in a visual-interactive way. 9th International Symposium, ISVC 2013, DOI: 10.1007/978-3-642-41939-3₂, [Conference item], Ruppert, Tobias ; Bernard, Jürgen ; Kohlhammer, Jörn (2013): Bridging Knowledge Gaps in Policy Analysis with Information Visualization.In: GI-Edition - Lecture Notes in Informatics (LNI); P-221, S. 92-103, Köllen, Bonn, Electronic Government and Electronic Participation, [Conference item], Bernard, Jürgen ; Wilhelm, Nils ; Krüger, Björn ; May, Thorsten ; Schreck, Tobias ; Kohlhammer, Jörn (2013): MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation.In: IEEE Transactions on Visualization and Computer Graphics, 19 (12), S. 2257-2266. DOI: 10.1007/s00799-014-0134-y, [Artikel], Steiger, Martin ; Bernard, Jürgen ; Schader, Philipp ; Kohlhammer, Jörn (2015): Visual Analysis of Relations in Attributed Time-Series Data.S. 3-10, IEEE Press, New York, IEEE Symposium on Visual Analytics Science and Technology 2008. You will also refine your skills to process and present your results tailored to the needs and expectations of a specific audience. Applicants holding a Bachelor degree in related subjects such as physics or chemistry are highly encouraged to apply. Communication Papers Proceedings, [Conference item], Ruppert, Tobias ; Bernard, Jürgen ; Ulmer, Alex ; Lücke-Tieke, Hendrik ; Kohlhammer, Jörn (2014): Visual Access to an Agent-based Simulation Model to Support Political Decision Making.In: ACM International Conference Proceedings Series; 889, S. Article16, ACM, New York, i-KNOW 2014, DOI: 10.1145/2637748.2638410, [Conference item], Steiger, Martin ; Bernard, Jürgen ; Mittelstädt, Sebastian ; Lücke-Tieke, Hendrik ; Keim, Daniel A. ; May, Thorsten ; Kohlhammer, Jörn (2014): Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks.In: Computer Graphics Forum, 33 (3), S. 401-410. Learning System for Labelling.S. The Department of Computer Science is a department of the Technische Universität Darmstadt. Thanks to TU Dortmund for wonderful years. Equipment News Picture: 10.1021/acsami.0c14624. In: 8. International Conference on Applications and Techniques in Information Security (ATIS'17), Springer, [Conference or Workshop Item] (GI), ISBN 978-3-88579-975-7, [Book section], Ruddle, Roy A. ; Bernard, Jürgen ; May, Thorsten ; Lücke-Tieke, Hendrik ; Kohlhammer, Jörn (2016): Methods and a Research Agenda for the Evaluation of Event Sequence Visualization Techniques.IEEE VIS 2016 Workshop on Temporal and Sequential Event Analysis, [Conference item], Bernard, Jürgen (2015): Exploratory search in time-oriented primary data.Darmstadt, Technische Universität, [PhD thesis], Steiger, Martin ; Bernard, Jürgen ; Thum, Simon ; Mittelstädt, Sebastian ; Hutter, Marco ; Keim, Daniel A. ; Kohlhammer, Jörn (2015): Explorative Analysis of 2D Color Maps.S. Sustainable and future-oriented At the Institute of Materials Science at TU Darmstadt, we work on tailor-made functional materials and construction materials. It includes and combines a series of theories and techniques from math, statistics, information technology, machine learning, data mining, to data visualization. Spatio-Temporal Visualization is the research in visualization and interaction techniques for data with geographical and temporal information. (Master of Arts) Subjects: Cultural Studies, Language and Literary Studies, Computer Science . Website of the Embedded Systems and Applications (ESA) Group of Department 20 (Computer Science) of TU Darmstadt. 75-87, 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Porto, Portugal, 27.02-01.03, 2017, ISBN 978-989-758-228-8, DOI: 10.5220/0006116400750087, [Konferenzveröffentlichung], Sessler, David ; Spott, Martin ; Nauck, Detlef ; Harmer, William ; Kohlhammer, Jörn ; Bernard, Jürgen (2016): Towards Combining Attribute-Based and Time Series-Based Visual Querying.S. Machine Learning , Interactive Machine Learning and Data Mining emphasize algorithms used to conduct Data Science tasks. TU Darmstadt. ISSN 01677055, DOI: 10.1111/cgf.13406, [Article], Bernard, Jürgen ; Dobermann, Eduard ; Sedlmair, Michael ; Fellner, Dieter W. (2017): Combining Cluster and Outlier Analysis with Visual Analytics.In: EuroVA 2017, S. 19-23, Goslar, 8. International EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20171114, [Conference item], Fellner, Dieter ; Klein, Reinhard ; Vögele, Anna ; Bernard, Jürgen (2017): Approaches and Challenges in the Visual-interactive Comparison of Human Motion Data.S. DOI: 10.1007/s00799-011-0072-x, [Article], Bernard, Jürgen ; Landesberger, Tatiana von ; Bremm, Sebastian ; Schreck, Tobias (2010): Cluster Correspondence Views for Enhanced Analysis of SOM Displays.S. 1-4, IEEE, IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (EVIVA-ML), Vancouver, Canada, 21.10., [Conference item], Sacha, Dominik ; Kraus, Matthias ; Bernard, Jürgen ; Behrisch, Michael ; Schreck, Tobias ; Asano, Yuki ; Keim, Daniel A. The focus is set on engineering and natural sciences, which cooperate closely with outstanding humanities and social sciences. The increasing of complex and undiscovered data is among the most motivating factors for data science. Technical fields within Data Science are multidisciplinary evaluations, data models, data analysis algorithms, data-centered tools and frameworks, as well as theory. 31-35, Eurographics Association, Goslar, EuroVA 2016, 7th international EuroVis workshop on Visual Analytics, Groningen, The Netherlands, June 6-7, 2016, DOI: 10.2312/eurova.20161121, [Conference item], Bernard, Jürgen Hölldobler, Steffen (Hrsg.) 31-35, International EuroVis Workshop on Visual Analytics (EuroVA) 2018, Brno, Czech Republic, June 4, 2018, ISBN 978-3-03868-064-2, DOI: 10.2312/eurova.20181109, [Conference item], Bernard, Jürgen ; Zeppelzauer, Matthias ; Lehmann, Markus ; Müller, Martin ; Sedlmair, Michael (2018): Towards User-Centered Active Learning Algorithms.In: Computer Graphics Forum, 37 (3), S. 121-132. 79-83, Eurographics Association, Goslar, Eurographics Conference on Visualization (EuroVis), DOI: 10.2312/eurovisshort.20151129, [Conference item], Bernard, Jürgen ; Steiger, Martin ; Widmer, Sven ; Lücke-Tieke, Hendrik ; May, Thorsten ; Kohlhammer, Jörn (2014): Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets.In: Computer Graphics Forum, 33 (3), S. 291-300. Contact Quickstart Previous Next. Data and Discourse Studies – The MA Data and Discourse Studies provides you with an opportunity to further develop your ability to detect, analyse, categorise, interpret and critically reflect knowledge from linguistic and visual data. The Visual Inference Lab at TU Darmstadt, led by Prof. Stefan Roth, conducts research in several areas of computer vision with an emphasis on statistical methods and machine learning.We develop mathematical models and algorithms for analyzing and … TU | Computer Science | ESA; TU Darmstadt » Computer Science » ESA » Team ESA . Bio. The Department of Computer Science at TU Darmstadt regularly ranks among the top in Germany. Wiley Online Library, [Artikel], Ruppert, Tobias ; Bernard, Jürgen ; May, Thorsten ; Kohlhammer, Jörn (2014): Combining Computational Models and Interactive Visualization to Support Rational Decision Making.In: Lecture Notes in Computer Science (LNCS); 8887, S. 345-356, Springer, Berlin, Heidelberg, New York, Advances in Visual Computing. The Master of Science programme Materials Science focuses on functional materials such as energy materials, magnetic materials, or electronic materials and their synthesis and characterization. Visual-interactive interfaces play a key role, as well as meaningful Data Mining and Machine Learning techniques for time series data. Proceedings, [Conference item]. 60 - 68, 2018 IEEE Workshop on evaluation and Beyond - methodological approaches for Visualization (BELIV), Berlin, Germany, 21 Oct 2018, ISBN 978-1-5386-6884-9, DOI: 10.1109/BELIV.2018.8634201, [Konferenzveröffentlichung], Ritter, Christian ; Altenhofen, Christian ; Zeppelzauer, Matthias ; Kuijper, Arjan ; Schreck, Tobias ; Bernard, Jürgen (2018): Personalized Visual-Interactive Music Classification.S. Andreas Koch. Among its distinguishing features are its research initiative "Knowledge Discovery on the Web" focusing on powerful language technology procedures, text mining, machine learning and scalable infrastructures for assessing and aggregating knowledge. It includes and combines a series of theories and techniques from math, statistics, information technology, machine learning, data mining, to data visualization. M.A. Studying Cognitive Science Since October 2019, TU Darmstadt offers a Bachelor's and a Master's degree in Cognitive Science. (GI), ISBN 978-3-88579-975-7, [Buchkapitel], Ruddle, Roy A. ; Bernard, Jürgen ; May, Thorsten ; Lücke-Tieke, Hendrik ; Kohlhammer, Jörn (2016): Methods and a Research Agenda for the Evaluation of Event Sequence Visualization Techniques.IEEE VIS 2016 Workshop on Temporal and Sequential Event Analysis, [Konferenzveröffentlichung], Bernard, Jürgen (2015): Exploratory search in time-oriented primary data.Darmstadt, Technische Universität, [Dissertation], Steiger, Martin ; Bernard, Jürgen ; Thum, Simon ; Mittelstädt, Sebastian ; Hutter, Marco ; Keim, Daniel A. ; Kohlhammer, Jörn (2015): Explorative Analysis of 2D Color Maps.S. AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2020 and Key Trends for 2021 KDnuggets Home » Academic » TU-Darmstadt: Postdocs in Statistical NLP, IR, Machine Learning ( 14:n13 ) Summer semester: 15 Jul/15 Jan . 227-228, IEEE Computer Society, Los Alamitos, Calif., IEEE Conference on Visual Analytics Science and Technology. ISSN 12136972, DOI: 10.24132/JWSCG.2019.27.2.2, [Article], Bernard, Jürgen ; Hutter, Marco ; Reinemuth, Heiko ; Pfeifer, Hendrik ; Bors, Christian ; Kohlhammer, Jörn (2019): Visual‐Interactive Preprocessing of Multivariate Time Series Data.In: Computer Graphics Forum, 38 (3), S. 401-412. Visual-interactive interfaces play a key role, as well as meaningful Data Mining and Machine Learning techniques for time series data. Visual Inference. Proceedings, [Konferenzveröffentlichung]. 97-106, University of West Bohemia, Plzen, Journal of WSCG Vol. 217-224, 12th International Joint Conference,VISIGRAPP 2017, Porto, Portugal, February 27 – March 1, 2017, ISBN 978-989-758-228-8, DOI: 10.5220/0006127502170224, [Conference item], Bernard, Jürgen ; Zeppelzauer, Matthias ; Sedlmair, Michael ; Aigner, Wolfgang (2017): A Unified Process for Visual-Interactive Labeling.In: EuroVA 2017, S. 73-77, Goslar, Eurographics Association, 8. International EuroVis Workshop on Visual Analytics (EuroVA), Barcelona, 12.06.-13.06.17, ISBN 978-3-03868-042-0, DOI: 10.2312/eurova.20171123, [Conference item], Ruppert, Tobias ; Bannach, Andreas ; Bernard, Jürgen ; Lokanc, Martin ; Kohlhammer, Jörn (2017): Visual Access to Performance Indicators in the Mining Sector.In: EuroVis 2017 - Short Papers, S. 157-161, The Eurographics Association, Eurographics Conference on Visualization, Barcelona, Spain, 12 - 16 June 2017, ISBN 978-3-03868-043-7, DOI: 10.2312/eurovisshort.20171150, [Conference item], Ruppert, Tobias ; Staab, Michael ; Bannach, Andreas ; Lücke-Tieke, Hendrik ; Bernard, Jürgen ; Kuijper, Arjan ; Kohlhammer, Jörn (2017): Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections.In: Electronic Imaging, Visualization and Data Analysis, S. 46-57, Springfield, Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging, ISSN 2470-1173, DOI: 10.2352/ISSN.2470-1173.2017.1.VDA-388, [Conference item], Bernard, Jürgen ; Dobermann, Eduard ; Vögele, Anna ; Krüger, Björn ; Kohlhammer, Jörn ; Fellner, Dieter (2017): Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data.In: Electronic Imaging, Visualization and Data Analysis, S. 34-45, Springfield, Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging, ISSN 2470-1173, DOI: 10.2352/ISSN.2470-1173.2017.1.VDA-387, [Conference item], Fellner, Dieter ; Kohlhammer, Jörn ; Zeppelzauer, Matthias ; Sessler, David ; Ritter, Christian ; Bernard, Jürgen (2017): Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis.S. 91-95, Eurographics Association, Goslar, EuroVis - Short Papers 2014, DOI: 10.2312/eurovisshort.20141163, [Conference item], Steiger, Martin ; Bernard, Jürgen ; May, Thorsten ; Kohlhammer, Jörn (2014): A Survey of Direction-Preserving Layout Strategies.S. 91-95, Eurographics Association, Goslar, EuroVis - Short Papers 2014, DOI: 10.2312/eurovisshort.20141163, [Konferenzveröffentlichung], Steiger, Martin ; Bernard, Jürgen ; May, Thorsten ; Kohlhammer, Jörn (2014): A Survey of Direction-Preserving Layout Strategies.S. In helping computers build models of the world and do statistics efficiently and accurately so that they can help humans make better predictions, discover patterns and understand data more easily. (2018): SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance.In: IEEE Transactions on Visualization and Computer Graphics, 24 (1), S. 120-130. TU Darmstadt is one of the preeminent research universities in artificial intelligence (AI), machine learning (ML), and robotics in Germany and Europe. 139-148, ACM, New York, JCDL 2012. Students While a Bachelor’s degree focuses mainly on the fundamentals of the field, the Master’s degree serves to upgrade the qualifications of graduates and to analyse the subject based on research. IEEE, ISSN 1077-2626, DOI: 10.1109/TVCG.2018.2803829, [Article], Cibulski, Lena ; May, Thorsten ; Preim, Bernhard ; Bernard, Jürgen ; Kohlhammer, Jörn (2019): Visualizing Time Series Consistency for Feature Selection.In: Journal of WSCG, 27 (2), S. 93-102. 31-35, Eurographics Association, Goslar, EuroVA 2016, 7th international EuroVis workshop on Visual Analytics, Groningen, The Netherlands, June 6-7, 2016, DOI: 10.2312/eurova.20161121, [Konferenzveröffentlichung], Bernard, Jürgen Hölldobler, Steffen (Hrsg.) Data Science is referred to a solution for challenges with big data and business intelligence, which is required in virtually any application field and sector. GRIS combines a broad set of competences reflected by supported data types, analysis techniques, and application areas. 1-3, 2012. The entrance examination may be waived if suitability can be proven beyond doubt, particularly by producing a B.Sc. As a basis the requirements for automation and connection of machine tools in … 75-87, 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Porto, Portugal, 27.02-01.03, 2017, ISBN 978-989-758-228-8, DOI: 10.5220/0006116400750087, [Conference item], Sessler, David ; Spott, Martin ; Nauck, Detlef ; Harmer, William ; Kohlhammer, Jörn ; Bernard, Jürgen (2016): Towards Combining Attribute-Based and Time Series-Based Visual Querying.S. April 2017: Consider to submit to our KDD 2017 workshop on "Data Science meets Journalism" (DS+J) April 2017: PhD course on how to combine relational and statistical AI at the University of Trento. in Materials Science of the Technical University of Darmstadt or an equivalent degree. DOI: 10.1109/TVCG.2013.178, [Artikel], Ruppert, Tobias ; Bernard, Jürgen ; Ulmer, Alex ; Kuijper, Arjan ; Kohlhammer, Jörn (2013): Visual Access to Optimization Problems in Strategic Environmental Assessment.In: Lecture Notes in Computer Science (LNCS); 8034, S. 361-372, Springer, Berlin, Heidelberg, New York, Advances in Visual Computing. The Technische Universität (TU) Darmstadt is one of Germany’s leading technical universities. 31-35, International EuroVis Workshop on Visual Analytics (EuroVA), Porto, Portugal, 03.06.2019, DOI: 10.2312/eurova.20191121, [Conference item], Chegini, Mohammad ; Bernard, Jürgen ; Shao, Lin ; Sourin, Alexei ; Andrews, Keith ; Schreck, Tobias (2019): mVis in the Wild: Pre-Study of an Interactive Visual Machine As base technology, visualizations can be used to do more complex data analytic tasks. The Technische Universität Darmstadt (Technical University of Darmstadt or Darmstadt University of Technology) was founded in 1877 and received the right to award doctorates in 1899 which is quite a big achievement in such a small time. 31-35, International EuroVis Workshop on Visual Analytics (EuroVA), Porto, Portugal, 03.06.2019, DOI: 10.2312/eurova.20191121, [Konferenzveröffentlichung], Chegini, Mohammad ; Bernard, Jürgen ; Shao, Lin ; Sourin, Alexei ; Andrews, Keith ; Schreck, Tobias (2019): mVis in the Wild: Pre-Study of an Interactive Visual Machine Factors for data Science, seeks to provide information ( and extract )... The Computer Science methods from the field of data types, analysis techniques, and application areas Calif., Computer!, today 25 professors conduct research and teach courses at the Institute of Materials Science include quantum mechanics, thermodynamics... The principle to create its characteristic profile Los Alamitos, Calif., IEEE Conference Visual... 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