Search Results - "Rauber, Andreas"

Trusted Research Environments: Analysis of Characteristics and Data Availability by Weise, Martin, Rauber, Andreas

“…Trusted Research Environments (TREs) enable the analysis of sensitive data under strict security assertions that protect the data with technical,…”
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Interpolating Strange Attractors via Fractional Brownian Bridges by Raubitzek, Sebastian, Neubauer, Thomas, Friedrich, Jan, Rauber, Andreas

“…We present a novel method for interpolating univariate time series data. The proposed method combines multi-point fractional Brownian bridges, a genetic…”
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Detecting Adversarial Examples Using Surrogate Models by Feldsar, Borna, Mayer, Rudolf, Rauber, Andreas

“…Deep Learning has enabled significant progress towards more accurate predictions and is increasingly integrated into our everyday lives in real-world…”
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Meta-Learner for Amharic Sentiment Classification by Neshir, Girma, Rauber, Andreas, Atnafu, Solomon

“…The emergence of the World Wide Web facilitates the growth of user-generated texts in less-resourced languages. Sentiment analysis of these texts may serve as…”
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Factors Influencing Perceptions of Trust in Data Infrastructures by Flicker, Katharina, Rauber, Andreas, Kern, Bettina, Ekaputra, Fajar J.

“…Trust is an essential pre-condition for the acceptance of digital infrastructures and services. Transparency has been identified as one mechanism for…”
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Topic Modeling for Amharic User Generated Texts by Neshir, Girma, Rauber, Andreas, Atnafu, Solomon

“…Topic Modeling is a statistical process, which derives the latent themes from extensive collections of text. Three approaches to topic modeling exist, namely,…”
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OSSDIP: Open Source Secure Data Infrastructure and Processes Supporting Data Visiting by Weise, Martin, Kovacevic, Filip, Popper, Nikolas, Rauber, Andreas

“…Meeting the conflicting goals of protecting and maintaining control over sensitive data while also allowing access by third parties constitutes a significant…”
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Using query logs of USPTO patent examiners for automatic query expansion in patent searching by Tannebaum, Wolfgang, Rauber, Andreas

“…In the patent domain significant efforts are invested to assist researchers in formulating better queries, preferably via automated query expansion. Currently,…”
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Achieving human and machine accessibility of cited data in scholarly publications by Starr, Joan, Castro, Eleni, Crosas, Mercè, Dumontier, Michel, Downs, Robert R, Duerr, Ruth, Haak, Laurel L, Haendel, Melissa, Herman, Ivan, Hodson, Simon, Hourclé, Joe, Kratz, John Ernest, Lin, Jennifer, Nielsen, Lars Holm, Nurnberger, Amy, Proell, Stefan, Rauber, Andreas, Sacchi, Simone, Smith, Arthur, Taylor, Mike, Clark, Tim

“…Reproducibility and reusability of research results is an important concern in scientific communication and science policy. A foundational element of…”
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DBRepo: a Semantic Digital Repository for Relational Databases by Weise, Martin, Staudinger, Moritz, Michlits, Cornelia, Gergely, Eva, Stytsenko, Kirill, Ganguly, Raman, Rauber, Andreas

“…Data curation is a complex, multi-faceted task. While dedicated data stewards are starting to take care of these activities in close collaboration with…”
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Synthetic Reproduction and Augmentation of COVID-19 Case Reporting Data by Agent-Based Simulation by Popper, Nikolas, Zechmeister, Melanie, Brunmeir, Dominik, Rippinger, Claire, Weibrecht, Nadine, Urach, Christoph, Bicher, Martin, Schneckenreither, Günter, Rauber, Andreas

“…We generate synthetic data documenting COVID-19 cases in Austria by the means of an agent-based simulation model. The model simulates the transmission of the…”
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RDA Austria - Removing Barriers in Data Sharing by Miksa, Tomasz, Sánchez Solis, Barbara, Rauber, Andreas, Budroni, Paolo, Ganguly, Raman

“…Research Data Alliance Austria (RDA-AT) is a national RDA node dedicated to representing emerging research and data management communities throughout Austria…”
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Precisely and Persistently Identifying and Citing Arbitrary Subsets of Dynamic Data by Rauber, Andreas, Gößwein, Bernhard, Zwölf, Carlo Maria, Schubert, Chris, Wörister, Florian, Duncan, James, Flicker, Katharina, Zettsu, Koji, Meixner, Kristof, Mcintosh, Leslie, Jenkyns, Reyna, Pröll, Stefan, Miksa, Tomasz, Parsons, Mark

“…Precisely identifying arbitrary subsets of data so that these can be reproduced is a daunting challenge in data-driven science, the more so if the underlying…”
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Information Integration for Machine Actionable Data Management Plans by Miksa, Tomasz, Rauber, Andreas, Ganguly, Roman, Budroni, Paolo

“…Data management plans are free-form text documents describing the data used and produced in scientific experiments. The complexity of data-driven experiments…”
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Enabling FAIR use of Ethnomusicology Data – Through Distributed Repositories, Linked Data and Music Information Retrieval by Hofmann, Alex, Miksa, Tomasz, Knees, Peter, Bakos, Asztrik, Salam, Hande, Ahmedaja, Ardian, Yimwadsana, Boonsit, Chan, Clare, Rauber, Andreas

“…Recordings of musical practices are kept in various public institutions and private depositories around the world. They constitute valuable data for…”
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Advanced visualization of Self-Organizing Maps with vector fields by Pölzlbauer, Georg, Dittenbach, Michael, Rauber, Andreas

“…Self-Organizing Maps have been applied in various industrial applications and have proven to be a valuable data mining tool. In order to fully benefit from…”
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Uncovering hierarchical structure in data using the growing hierarchical self-organizing map by Dittenbach, Michael, Rauber, Andreas, Merkl, Dieter

“…Discovering the inherent structure in data has become one of the major challenges in data mining applications. It requires stable and adaptive models that are…”
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Nachhaltige Digitale Zwillinge in der Landwirtschaft by Neubauer, Thomas, Bauer, Alexander, Heurix, Johannes, Iwersen, Michael, Mallinger, Kevin, Manschadi, Ahmad M., Purcell, Warren, Rauber, Andreas

“…Die Digitalisierung vollzieht sich auch in der Landwirtschaft in rasanter Geschwindigkeit. Die erheblichen Risiken bei der Anwendung von Lösungen, die in ihren…”
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RDA Europe Workshop – From Planning to Action. Towards the Establishment of an Austrian Research Infrastructure (Wien, 23. November 2017) by Budroni, Paolo, Ganguly, Raman, Miksa, Tomasz, Rauber, Andreas, Sánchez Solís, Barbara

“…Im November 2017 fand an der Universität Wien der RDA Europe Workshop „From Planning to Action. Towards the Establishment of an Austrian Research…”
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Process Management Plans by Miksa, Tomasz, Strodl, Stephan, Rauber, Andreas

“…In the era of research infrastructures and big data, sophisticated data management practices are becoming essential building blocks of successful science. Most…”
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