piwik-script

Deutsch Intern
    Chair of Computer Science VI - Artificial Intelligence and Applied Computer Science

    Publications

    Publications

    [ 2020 ] [ 2019 ] [ 2018 ] [ 2017 ] [ 2016 ] [ 2015 ] [ 2014 ] [ 2013 ] [ 2012 ] [ 2011 ] [ 2010 ] [ 2009 ] [ 2008 ] [ 2007 ] [ 2006 ] [ 2005 ] [ 2004 ] [ 2003 ] [ 2002 ] [ 2001 ] [ 2000 ] [ 1999 ] [ 1998 ] [ 1997 ] [ 1996 ] [ 1995 ] [ 1994 ] [ 1993 ] [ 1992 ] [ 1991 ] [ 1990 ] [ 1989 ] [ 1988 ] [ 1987 ] [ 1986 ] [ 1985 ] [ 1984 ] [ 1983 ]

    2020 [ to top ]

    • Korger, A., Baumeister, J.: Case-Based Generation of Regulatory Documents and their Semantic Relatedness. Proceedings of the Future of Information and Communications Conference (FICC) 2020. Springer, San Francisco. (2020).
       

    2019 [ to top ]

    • Wick, C., Puppe, F.: OMMR4all — a Semiautomatic Online Editor for Medieval Music Notations. In: Calvo-Zaragoza, J. and Pacha, A. (eds.) 2nd International Workshop on Reading Music Systems. p. 31--34. , Delft, The Netherlands (2019).
       
    • Hettinger, L., Zehe, A., Dallmann, A., Hotho, A.: EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification. In: David, K., Geihs, K., Lange, M., and Stumme, G. (eds.) INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft. pp. 191-204. Gesellschaft für Informatik e.V., Bonn (2019).
       
    • Reul, C., Christ, D., Hartelt, A., Balbach, N., Wehner, M., Springmann, U., Wick, C., Grundig, C., Büttner, A., Puppe, F.: OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. Applied Sciences. 9, (2019).
       
    • Korger, A., Baumeister, J.: Case-Based Retrieval and Adaptation of Regulatory Documents and their Context. Proceedings of LWDA - Lernen. Wissen. Daten. Analysen 2019. pp. 292-303. , Humboldt-Universität zu Berlin (2019).
       
    • Baumeister, J., Sehne, V., Wienrich, C.: A Systematic View on Speech Assistants for Service Technicians. Proceedings of LWDA - Lernen. Wissen. Daten. Analysen 2019. pp. 195-206. , Humboldt-Universität zu Berlin (2019).
       
    • Gius, E., Jannidis, F., Krug, M., Zehe, A., Hotho, A., Puppe, F., Krebs, J., Reiter, N., Wiedmer, N., Konle, L.: Detection of Scenes in Fiction. Proceedings of Digital Humanities 2019 (2019).
       
    • Fette, G., Kaspar, M., Leon, L., Ertl, M., Krebs, J., Dietrich, G., Störk, S., Puppe, F.: Query Translation between AQL and CQL. (2019).
       
    • Fette, G., Kaspar, M., Liman, L., Eertl, M., Krebs, J., Störk, S., Puppe, F.: Implementation of a HL7 CQL engine using the graph database Neo4J. (2019).
       
    • On the Right Track! Analy... - Download
      Koopmann, T., Dallmann, A., Hettinger, L., Niebler, T., Hotho, A.: On the Right Track! Analysing and Predicting Navigation Success in Wikipedia. In: Atzenbeck, C., Rubart, J., and Millard, D.E. (eds.) Proceedings of the 30th ACM Conference on Hypertext and Social Media. p. 143--152. ACM, Hof, Germany (2019).
       
    • On the Right Track! Analy... - Download
      Koopmann, T., Dallmann, A., Hettinger, L., Niebler, T., Hotho, A.: On the Right Track! Analysing and Predicting Navigation Success in Wikipedia. Proceedings of the 30th ACM Conference on Hypertext and Social Media. p. 143--152. ACM, Hof, Germany (2019).
       
    • EClaiRE: Context Matters!... - Download
      Hettinger, L., Zehe, A., Dallmann, A., Hotho, A.: EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification. In: David, K., Geihs, K., Lange, M., and Stumme, G. (eds.) INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft. pp. 191-204. Gesellschaft für Informatik e.V., Bonn (2019).
       
    • Team Xenophilius Lovegood... - Download
      Zehe, A., Hettinger, L., Ernst, S., Hauptmann, C., Hotho, A.: Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. Proceedings of The 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics (2019).
       
    • Reul, C., Göttel, S., Springmann, U., Wick, C., Würzner, K.-M., Puppe, F.: Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification. Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage. (2019).
       
    • Reul, C., Christ, D., Hartelt, A., Balbach, N., Wehner, M., Springmann, U., Wick, C., Grundig, C., Büttner, A., Puppe, F.: OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. ArXiv Preprints (submitted to MDPI - Applied Sciences). (2019).
       
    • EClaiRE: Context Matters!... - Download
      Hettinger, L., Zehe, A., Dallmann, A., Hotho, A.: EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification. In: David, K., Geihs, K., Lange, M., and Stumme, G. (eds.) INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft. pp. 191-204. Gesellschaft für Informatik e.V., Bonn (2019).
       
    • Loda,, Krebs,, Danhof,, Schreder,, Solimando,, Strifler,, Rasche,, Kortüm,, Kerscher,, Knop,, et al.,: Exploration of Artificial Intelligence Use with ARIES in Multiple Myeloma Research. Journal of Clinical Medicine. 8, 999 (2019).
       
    • Extracting and Learning S... - Download
      Niebler, T.: Extracting and Learning Semantics from Social Web Data, (2019).
       
    • Query Translation Between... - Download
      Georg, F., Mathias, K., Liman, L., Georg, D., Maximilian, E., Jonathan, K., Stefan, S., Frank, P.: Query Translation Between openEHR and i2b2. (2019).
       
    • Gius, E., Jannidis, F., Krug, M., Zehe, A., Hotho, A., Puppe, F., Krebs, J., Reiter, N., Wiedmer, N., Konle, L.: Detection of Scenes in Fiction. Proceedings of Digital Humanities 2019 (2019).
       
    • Flow-based network traffi... - Download
      Ring, M., Schlör, D., Landes, D., Hotho, A.: Flow-based network traffic generation using Generative Adversarial Networks. Computers & Security. 82, 156 - 172 (2019).
       
    • Krebs, J., Krug, M., Fette, G., Dietrich, G., Ertl, M., Güder, G., Puppe, F., Kaspar, M.: Identifying Heart Failure Patients by Medical Text Classification. In: Shvo, A.S., Madsen, I., Prokosch, H.-U., Häyrinen, K., Wolf, K.-H., Martín-Sánchez, F., Löbe, M., and Deserno, T.M. (eds.) EFMI-STC. pp. 251-252. IOS Press (2019).
       
    • Team Xenophilius Lovegood... - Download
      Zehe, A., Hettinger, L., Ernst, S., Hauptmann, C., Hotho, A.: Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. Proceedings of The 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics (2019).
       
    • Implementation of a HL7 C... - Download
      Fette, G., Kaspar, M., Liman, L., Eertl, M., Krebs, J., Störk, S., Puppe, F.: Implementation of a HL7 CQL engine using the graph database Neo4J. (2019).
       
    • Query Translation between... - Download
      Fette, G., Kaspar, M., Leon, L., Ertl, M., Krebs, J., Dietrich, G., Störk, S., Puppe, F.: Query Translation between AQL and CQL. (2019).
       
    • Zehe, A., Hettinger, L., Ernst, S., Hauptmann, C., Hotho, A.: Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. Proceedings of The 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics (2019).
       
    • Dietrich, G., Krebs, J., Liman, L., Fette, G., Ertl, M., Kaspar, M., Störk, S., Puppe, F.: Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. BMC Med. Inf. & Decision Making. 19, 15:1-15:21 (2019).
       
    • Wick, C., Hartelt, A., Puppe, F.: Staff, Symbol and Melody Detection of Medieval Manuscripts Written in Square Notation Using Deep Fully Convolutional Networks. Applied Sciences. 9, (2019).
       
    • Baumeister, J.: Experience-based Quality Assessment of Distributed Knowledge Graphs. WM 2019 - 10te Konferenz Professionelles Wissensmanagement (2019).
       
    • Korger, A., Baumeister, J.: Textual Case-based Adaptation using Semantic Relatedness - A Case Study in the Domain of Security Documents. WM2019 - 10te Konferenz Professionelles Wissensmanagement (2019).
       
    • Reul, C., Göttel, S., Springmann, U., Wick, C., Würzner, K.-M., Puppe, F.: Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification. Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage. (2019).
       
    • Reul, C., Springmann, U., Wick, C., Puppe, F.: State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. DHd 2019 Digital Humanities: multimedial & multimodal. (2019).
       
    • Reul, C., Springmann, U., Wick, C., Puppe, F.: State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. DHd 2019 Digital Humanities: multimedial & multimodal. (2019).
       
    • Springmann, U., Reul, C., Dipper, S., Baiter, J.: Ground Truth for training OCR engines on historical documents in German Fraktur and Early Modern Latin. JLCL: Special Issue on Automatic Text and Layout Recognition. (2019).
       
    • Koopmann, T., Dallmann, A., Hettinger, L., Niebler, T., Hotho, A.: On the Right Track! Analysing and Predicting Navigation Success in Wikipedia. In: Atzenbeck, C., Rubart, J., and Millard, D.E. (eds.) Proceedings of the 30th ACM Conference on Hypertext and Social Media. p. 143--152. ACM, Hof, Germany (2019).
       

    2018 [ to top ]

    • Adaptive kNN Using Expect... - Download
      Kibanov, M., Becker, M., Mueller, J., Atzmueller, M., Hotho, A., Stumme, G.: Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data. Proceedings of the 33rd Annual ACM Symposium on Applied Computing. p. 857--865. ACM, Pau, France (2018).
       
    • Zehe, A., Schlör, D., Henny-Krahmer, U., Becker, M., Hotho, A.: A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. In: Palau, J.G. and Russell, I.G. (eds.) Digital Humanities. p. 519--521. ADHO (2018).
       
    • pysubgroup: Easy-to-Use S... - Download
      Lemmerich, F., Becker, M.: pysubgroup: Easy-to-Use Subgroup Discovery in Python. In: Brefeld, U., Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M., and Hurley, N. (eds.) ECML/PKDD (3). pp. 658-662. Springer (2018).
       
    • Becker, M.: Understanding Human Navigation using Bayesian Hypothesis Comparison, (2018).
       
    • Jannidis, F., Konle, L., Zehe, A., Hotho, A., Krug, M.: Analysing Direct Speech in German Novels. DHd 2018 (2018).
       
    • Krebs, J., Bittrich, M., Dietrich, G., Ertl, M., Fette, G., Kaspar, M., Liman, L., Einsele, H., Puppe, F., Knop, S.: Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. In: Hübner, U., Sax, U., Prokosch, H.-U., Breil, B., Binder, H., Zapf, A., Strahwald, B., Beißbarth, T., Grabe, N., and Schöler, A. (eds.) GMDS. pp. 160-164. IOS Press (2018).
       
    • Zehe, A., Schlör, D., Henny-Krahmer, U., Becker, M., Hotho, A.: A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. DH. ADHO (2018).
       
    • Schöch, C., Schlör, D., Zehe, A., Gebhard, H., Becker, M., Hotho, A.: Burrows’ Zeta: Exploring and Evaluating Variants and Parameters. DH. pp. 274-277 (2018).
       
    • Becker, M., Lautenschlager, F., Hotho, A.: Air Trails -- Urban Air Quality Campaign Exploration Patterns. (2018).
       
    • Ring, M., Landes, D., Hotho, A.: Detection of slow port scans in flow-based network traffic. PLOS ONE. 13, 1-18 (2018).
       
    • Ring, M., Schlör, D., Landes, D., Hotho, A.: Flow-based Network Traffic Generation using Generative Adversarial Networks. CoRR. abs/1810.07795, (2018).
       
    • Lautenschlager, F., Becker, M., Steininger, M., Hotho, A.: EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data. In: Burghardt, D., Chen, S., Andrienko, G., Andrienko, N., Purves, R., and Diehl, A. (eds.) Proceedings of VGI Geovisual Analytics Workshop, colocated with BDVA 2018. KOPS (2018).
       
    • Schöch, C., Schlör, D., Zehe, A., Gebhard, H., Becker, M., Hotho, A.: Burrows’ Zeta: Exploring and Evaluating Variants and Parameters. In: Palau, J.G. and Russell, I.G. (eds.) Digital Humanities. p. 274--277 (2018).
       
    • Lautenschlager, F., Becker, M., Steininger, M., Hotho, A.: EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data. In: Burghardt, D., Chen, S., Andrienko, G., Andrienko, N., Purves, R., and Diehl, A. (eds.) Proceedings of VGI Geovisual Analytics Workshop, colocated with BDVA 2018. KOPS (2018).
       
    • Krebs, J., Bittrich, M., Dietrich, G., Ertl, M., Fette, G., Kaspar, M., Liman, L., Einsele, H., Puppe, F., Knop, S.: Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. In: Hübner, U., Sax, U., Prokosch, H.-U., Breil, B., Binder, H., Zapf, A., Strahwald, B., Beißbarth, T., Grabe, N., and Schöler, A. (eds.) GMDS. pp. 160-164. IOS Press (2018).
       
    • Wick, C., Reul, C., Puppe, F.: Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. JLCL: Special Issue on Automatic Text and Layout Recognition. 33, 79-96 (2018).
       
    • Reul, C., Springmann, U., Wick, C., Puppe, F.: Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. JLCL. 33, 3-24 (2018).
       
    • Baumeister, J., Reuss, P. eds: Proceedings of the Workshop: 'Knowledge and Experience Management' (German SIG meeting, FGWM). (2018).
       
    • Wick, C., Reul, C., Puppe, F.: Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. (2018).
       
    • Fette, G., Krug, M., Kaspar, M., Liman, L., Dietrich, G., Ertl, M., Krebs, J., Störk, S., Puppe, F.: Estimating a Bias in ICD Encodings for Billing Purposes. In: Ugon, A., Karlsson, D., Klein, G.O., and Moen, A. (eds.) MIE. pp. 141-145. IOS Press (2018).
       
    • Fette, G., Kaspar, M., Liman, L., Dietrich, G., Ertl, M., Krebs, J., Störk, S., Puppe, F.: Exporting Data from a Clinical Data Warehouse. In: Schreier, G. and Hayn, D. (eds.) eHealth. pp. 88-93. IOS Press (2018).
       
    • Becker, M., Lautenschlager, F., Hotho, A.: Air Trails--Urban Air Quality Campaign Exploration Patterns. Proceedings of VGI-ALIVE 2018 Workshop, colocated with AGILE 2018 (2018).
       
    • ClaiRE at SemEval-2018 Ta... - Download
      Hettinger, L., Dallmann, A., Zehe, A., Niebler, T., Hotho, A.: ClaiRE at SemEval-2018 Task 7-Extended Version. arXiv preprint arXiv:1804.05825. (2018).
       
    • Schöch, C., Calvo, J., Zehe, A., Hotho, A.: Burrows Zeta: Varianten und Evaluation. DHd 2018 (2018).
       
    • Scherer, K.P., Rieder, C., Germann, M., Baumeister, J., Plehn, S.: Knowledge-Based Decision Support with Self-Learning Methods. The Twelfth International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP) (2018).
       
    • Healing Time Correlates W... - Download
      Werdin, F., Tenenhaus, M., Becker, M., Rennekampff, H.-O.: Healing Time Correlates With the Quality of Scaring: Results From a Prospective Randomized Control Donor Site Trial. Dermatologic Surgery. 44, 521--527 (2018).
       
    • Dietrich, G., Krebs, J., Fette, G., Ertl, M., Kaspar, M., Störk, S., Puppe, F.: Ad Hoc Information Extraction for Clinical Data Warehouses. Methods of Information in Medicine. (2018).
       
    • Wick, C., Reul, C., Puppe, F.: Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. Digital Humanities Quarterly (submitted to). Preprint available at arXiv. (2018).
       
    • Dietrich, G., Krebs, J., Fette, G., Ertl, M., Kaspar, M., Störk, S., Puppe, F.: Ad Hoc Information Extraction for Clinical Data Warehouses. Methods of Information in Medicine. (2018).
       
    • Reul, C., Springmann, U., Wick, C., Puppe, F.: Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. JLCL: Special Issue on Automatic Text and Layout Recognition. 33, 3-24 (2018).
       
    • Schwarzmann, S., Blenk, A., Dobrijevic, O., Jarschel, M., Hotho, A., Zinner, T., Wamser, F.: Big-Data Helps SDN to Improve Application Specific Quality of Service. Big Data and Software Defined Networks. IET (2018).
       
    • Navarro Bullock, B., Hotho, A., Stumme, G.: Accessing Information with Tags: Search and Ranking. In: Brusilovsky, P. and He, D. (eds.) Social Information Access: Systems and Technologies. p. 310--343. Springer International Publishing, Cham (2018).
       
    • Kibanov, M., Becker, M., M"uller, J."urgen, Atzmueller, M., Hotho, A., Stumme, G.: Adaptive kNN Using Expected Accuracy for Classification of Geo-Spatial Data. Proc. 33rd ACM Symposium On Applied Computing. ACM Press, New York, NY, USA (2018).
       
    • ClaiRE at SemEval-2018 Ta... - Download
      Hettinger, L., Dallmann, A., Zehe, A., Niebler, T., Hotho, A.: ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Proceedings of International Workshop on Semantic Evaluation (SemEval-2018). , New Orleans, LA, USA (2018).
       
    • Hettinger, L., Dallmann, A., Zehe, A., Niebler, T., Hotho, A.: ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Proceedings of International Workshop on Semantic Evaluation (SemEval-2018). , New Orleans, LA, USA (2018).
       
    • ClaiRE at SemEval-2018 Ta... - Download
      Hettinger, L., Dallmann, A., Zehe, A., Niebler, T., Hotho, A.: ClaiRE at SemEval-2018 Task 7 - Extended Version, http://arxiv.org/abs/1804.05825, (2018).
       
    • Zehe, A., Schlör, D., Henny-Krahmer, U., Becker, M., Hotho, A.: A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. DH. ADHO (2018).
       
    • Fette, G., Kaspar, M., Liman, L., Dietrich, G., Ertl, M., Krebs, J., Störk, S., Puppe, F.: Exporting Data from a Clinical Data Warehouse. Studies in Health Technology and Informatics. (2018).
       
    • Kraus, D., von Jeinsen, B., Tzikas, S., Palapies, L., Zeller, T., Bickel, C., Fette, G., J. Lackner, K., Drechsler, C., T. Neumann, J., Baldus, S., Blankenberg, S., Münzel, T., Wanner, C., M. Zeiher, A., Keller, T.: Cardiac troponins for the diagnosis of acute myocardial infarction in chronic kidney disease. Journal of the American Heart Association. 7, e008032 (2018).
       
    • Fette, G., Krug, M., Kaspar, M., Liman, L., Dietrich, G., Ertl, M., Krebs, J., Störk, S., Puppe, F.: Estimating a bias in ICD encodings for billing purposes. Studies in Health Technology and Informatics. 247, 141-145 (2018).
       
    • Kaspar, M., Fette, G., Güder, G., Seidlmayer, L., Ertl, M., Dietrich, G., Greger, H., Puppe, F., Störk, S.: Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information. Clinical Research in Cardiology. 10 (2018).
       
    • ClaiRE at SemEval-2018 Ta... - Download
      Hettinger, L., Dallmann, A., Zehe, A., Niebler, T., Hotho, A.: ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Proceedings of International Workshop on Semantic Evaluation (SemEval-2018). , New Orleans, LA, USA (2018).
       
    • ClaiRE at SemEval-2018 Ta... - Download
      Hettinger, L., Dallmann, A., Zehe, A., Niebler, T., Hotho, A.: ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Proceedings of International Workshop on Semantic Evaluation (SemEval-2018). , New Orleans, LA, USA (2018).
       
    • Jannidis, F., Konle, L., Zehe, A., Hotho, A., Krug, M.: Analysing Direct Speech in German Novels. DHd 2018 (2018).
       
    • Nalepa, G.J., Baumeister, J.: Synergies between Knowledge Engineering and Software Engineering. Springer (2018).
       
    • Reul, C., Springmann, U., Wick, C., Puppe, F.: Improving OCR Accuracy on Early Printed Books by Utilizing Cross Fold Training and Voting. 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). (2018).
       
    • Baumeister, J.: Evaluation of Configuration Knowledge in Industrial Manufacturing. Lernen. Wissen. Daten. Analysen. (LWDA 2018). , Mannheim (2018).
       
    • Schöch, C., Calvo, J., Zehe, A., Hotho, A.: Burrows Zeta: Varianten und Evaluation. DHd 2018 (2018).
       
    • Korger, A., Baumeister, J.: The SECCO Ontology for the Retrieval and Generation of Security Concepts. ICCBR 2018 - 26th International Conference on Case-Based Reasoning. Springer, Stockholm, Sweden (2018).
       
    • Schöch, C., Schlör, D., Zehe, A., Gebhard, H., Becker, M., Hotho, A.: Burrows’ Zeta: Exploring and Evaluating Variants and Parameters. DH. pp. 274-277 (2018).
       

    2017 [ to top ]

    • Stange, K., Wick, C., Hinrichsen, H.: Playing Music in Just Intonation - A Dynamically Adapting Tuning Scheme, http://arxiv.org/abs/1706.04338, (2017).
       
    • Comparing Hypotheses Abou... - Download
      Lemmerich, F., Singer, P., Becker, M., Espin-Noboa, L., Dimitrov, D., Helic, D., Hotho, A., Strohmaier, M.: Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. Joint European Conference on Machine Learning and Knowledge Discovery in Databases. p. 354--357. Springer (2017).
       
    • Dietrich, G., Ertl, M., Fette, G., Kaspar, M., Krebs, J., Mackenrodt, D., Störk, S., Puppe, F.: Extending the Query Language of a Data Warehouse for Patient Recruitment. In: Röhrig, R., Timmer, A., Binder, H., and Sax, U. (eds.) GMDS. pp. 152-156. IOS Press (2017).
       
    • Sedentary Behavior among ... - Download
      Sperlich, B., Becker, M., Hotho, A., Wallmann-Sperlich, B., Sareban, M., Winkert, K., Steinacker, J.M., Treff, G.: Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study. Frontiers in Physiology. 8, 655 (2017).
       
    • Reul, C., Wick, C., Springmann, U., Puppe, F.: Transfer Learning for OCRopus Model Training on Early Printed Books, http://arxiv.org/abs/1712.05586, (2017).
       
    • Zehe, A., Becker, M., Jannidis, F., Hotho, A.: Towards Sentiment Analysis on German Literature. In: Kern-Isberner, G., F"urnkranz, J., and Thimm, M. (eds.) KI 2017: Advances in Artificial Intelligence. p. 387--394. Springer International Publishing, Cham (2017).
       
    • Fette, G., Kaspar, M., Dietrich, G., Ertl, M., Krebs, J., Störk, S., Puppe, F.: A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2. In: Röhrig, R., Timmer, A., Binder, H., and Sax, U. (eds.) GMDS. pp. 90-94. IOS Press (2017).
       
    • Creation of Flow-Based Da... - Download
      Ring, M., Wunderlich, S., Grüdl, D., Landes, D., Hotho, A.: Creation of Flow-Based Data Sets for Intrusion Detection. Journal of Information Warfare. 16, 41-54 (2017).
       
    • Flow-based benchmark data... - Download
      Ring, M., Wunderlich, S., Gr"udl, D., Landes, D., Hotho, A.: Flow-based benchmark data sets for intrusion detection. Proceedings of the 16th European Conference on Cyber Warfare and Security. p. 361--369 (2017).
       
    • Comparing Hypotheses Abou... - Download
      Lemmerich, F., Singer, P., Becker, M., Espin-Noboa, L., Dimitrov, D., Helic, D., Hotho, A., Strohmaier, M.: Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. In: Altun, Y., Das, K., Mielik"ainen, T., Malerba, D., Stefanowski, J., Read, J., vZitnik, M., Ceci, M., and Dvzeroski, S. (eds.) Machine Learning and Knowledge Discovery in Databases. p. 354--357. Springer International Publishing, Cham (2017).
       
    • IP2Vec: Learning Similari... - Download
      Ring, M., Landes, D., Dallmann, A., Hotho, A.: IP2Vec: Learning Similarities Between IP Addresses. 2017 IEEE International Conference on Data Mining Workshops (ICDMW). 657-666 (2017).
       
    • Towards Sentiment Analysi... - Download
      Zehe, A., Becker, M., Jannidis, F., Hotho, A.: Towards Sentiment Analysis on German Literature. Joint German/Austrian Conference on Artificial Intelligence (K\"unstliche Intelligenz). p. 387--394. Springer (2017).
       
    • Reul, C., Wick, C., Springmann, U., Puppe, F.: Transfer Learning for OCRopus Model Training on Early Printed Books. 027.7 Journal for Library Culture. (2017).
       
    • A Toolset for Intrusion a... - Download
      Ring, M., Wunderlich, S., Gr"udl, D., Landes, D., Hotho, A.: A Toolset for Intrusion and Insider Threat Detection. In: Palomares Carrascosa, I.'an, Kalutarage, H.K., and Huang, Y. (eds.) Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications. p. 3--31. Springer International Publishing, Cham (2017).
       
    • Dallmann, A., Grimm, A., Pölitz, C., Zoller, D., Hotho, A.: Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time, http://arxiv.org/abs/1706.10231, (2017).
       
    • Krebs, J., Corovic, H., Dietrich, G., Ertl, M., Fette, G., Kaspar, M., Krug, M., Störk, S., Puppe, F.: Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports. In: Röhrig, R., Timmer, A., Binder, H., and Sax, U. (eds.) GMDS. pp. 80-84. IOS Press (2017).
       
    • Wick, C., Puppe, F.: Leaf Identification Using a Deep Convolutional Neural Network, http://arxiv.org/abs/1712.00967, (2017).
       
    • Wick, C., Puppe, F.: Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images, http://arxiv.org/abs/1711.07695, (2017).
       
    • Learning Word Embeddings ... - Download
      Niebler, T., Hahn, L., Hotho, A.: Learning Word Embeddings from Tagging Data: A methodological comparison. Proceedings of the LWDA (2017).
       
    • Learning Semantic Related... - Download
      Niebler, T., Becker, M., Pölitz, C., Hotho, A.: Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017) (2017).
       
    • Sedentary Behavior among ... - Download
      Sperlich, B., Becker, M., Hotho, A., Wallmann-Sperlich, B., Sareban, M., Winkert, K., Steinacker, J.M., Treff, G.: Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study. Frontiers in Physiology. 8, 655 (2017).
       
    • Learning Semantic Related... - Download
      Niebler, T., Becker, M., Pölitz, C., Hotho, A.: Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. In: Nikitina, N., Song, D., Fokoue, A., and Haase, P. (eds.) Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017) (2017).
       
    • Wagner, M., Wanner, C., Schich, M., Kotseva, K., Wood, D., Hartmann, K., Fette, G., Rücker, V., Oezkur, M., Störk, S., Heuschmann, P.U.: Patient’s and physician’s awareness of kidney disease in coronary heart disease patients – a cross-sectional analysis of the German subset of the EUROASPIRE IV survey. BMC Nephrology. (2017).
       
    • Feldmann, C., Mathias, K., Mittenzwei, K., Mohrbach, C., Ertl, M., Fette, G., Puppe, F., Ertl, G., Angermann, C., Stoerk, S.: Patients not consenting in registry participation- another black box in acute heart failure registries. Results from AHF Registry. Presented at the (2017).
       
    • A customizable importer f... - Download
      Georg, F., Mathias, K., Georg, D., Max, E., Jonathan, K., Stefan, S., Frank, P.: A customizable importer for the clinical data warehouses PaDaWaN and I2B2. Studies in Health Technology and Informatics. (2017).
       
    • Participatory sensing, op... - Download
      Loreto, V., Haklay, M., Hotho, A., Servedio, V.C.P., Stumme, G., Theunis, J., Tria, F. eds: Participatory sensing, opinions and collective awareness. Springer (2017).
       
    • Eleven-Week Preparation I... - Download
      Treff, G., Winkert, K., Sareban, M., Steinacker, J.M., Becker, M., Sperlich, B.: Eleven-Week Preparation Involving Polarized Intensity Distribution Is Not Superior to Pyramidal Distribution in National Elite Rowers. Frontiers in Physiology. 8, 515 (2017).
       
    • Learning Word Embeddings ... - Download
      Niebler, T., Hahn, L., Hotho, A.: Learning Word Embeddings from Tagging Data: A methodological comparison. Proceedings of the LWDA (2017).
       
    • Kraus, D., von Jeinsen, B., Tzikas, S., Palapies, L., Zeller, T., Bickel, C., Fette, G., Lackner, K., Drechsler, C., Neumann, J., others,: SP308 INTRA-INDIVIDUAL CHANGES IN HIGH-SENSITIVE TROPONIN I AND T LEVELS IMPROVE DIAGNOSTIC PERFORMANCE FOR ACUTE MYOCARDIAL INFARCTION IN PATIENTS WITH CHRONIC KIDNEY DISEASE. Nephrology Dialysis Transplantation. 32, iii211--iii211 (2017).
       
    • Leveraging User-Interacti... - Download
      Zoller, D., Doerfel, S., Pölitz, C., Hotho, A.: Leveraging User-Interactions for Time-Aware Tag Recommendations. Proceedings of the Workshop on Temporal Reasoning in Recommender Systems (2017).
       
    • Zehe, A., Becker, M., Jannidis, F., Hotho, A.: Towards Sentiment Analysis on German Literature. Joint German/Austrian Conference on Artificial Intelligence (K\"unstliche Intelligenz). pp. 387-394. Springer (2017).
       
    • Leveraging User-Interacti... - Download
      Zoller, D., Doerfel, S., Pölitz, C., Hotho, A.: Leveraging User-Interactions for Time-Aware Tag Recommendations. Proceedings of the Workshop on Temporal Reasoning in Recommender Systems (2017).
       
    • Learning Semantic Related... - Download
      Niebler, T., Becker, M., Pölitz, C., Hotho, A.: Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. In: Nikitina, N., Song, D., Fokoue, A., and Haase, P. (eds.) Proceedings of the ISWC 2017 (2017).
       
    • Semi-automatic Terminolog... - Download
      Krebs, J., Corovic, H., Dietrich, G., Ertl, M., Fette, G., Kaspar, M., Störk, S., Puppe, F.: Semi-automatic Terminology Generation for Information Extraction from German Chest X-ray Reports. Stud Health Inform, Medline und Web of Science (2017).
       
    • Extending the Query Langu... - Download
      Dietrich, G., Ertl, M., Fette, G., Kaspar, M., Krebs, J., Mackenrodt, D., Stefan, S., Frank, P.: Extending the Query Language of a Data Warehouse for Patient Recruitment. Stud Health Inform, Medline und Web of Science (2017).
       
    • MixedTrails: Bayesian hyp... - Download
      Becker, M., Lemmerich, F., Singer, P., Strohmaier, M., Hotho, A.: MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Data Mining and Knowledge Discovery. (2017).
       
    • MixedTrails: Bayesian hyp... - Download
      Becker, M., Lemmerich, F., Singer, P., Strohmaier, M., Hotho, A.: MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Data Mining and Knowledge Discovery. 31, 1359--1390 (2017).
       
    • Zehe, A.: Sentiment Analysis on German Novels, (2017).
       
    • Singer, P., Helic, D., Hotho, A., Strohmaier, M.: A Bayesian Method for Comparing Hypotheses About Human Trails. ACM Trans. Web. 11, 14:1--14:29 (2017).
       
    • Reul, C., Springmann, U., Puppe, F.: LAREX – A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books. Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage. (2017).
       
    • Scherer, K.P., Knöll, D., Baumeister, J., Furth, S.: Knowledge Acquisition by Selflearning Methods with Structured Clinical Data. IJAS: International Conference on Arts and Sciences. , Montreal (2017).
       
    • Furth, S., Schirm, M., Belli, V., Baumeister, J.: TEKNO: Preparing Legacy Technical Documents for Semantic Information Systems. In: Frasincar, F., Ittoo, A., Nguyen, L.M., and M'etais, E. (eds.) Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Li`ege, Belgium, June 21-23, 2017, Proceedings. p. 429--434. Springer International Publishing, Cham (2017).
       
    • Furth, S., Baumeister, J.: Constructing Technical Knowledge Organizations from Document Structures. In: Frasincar, F., Ittoo, A., Nguyen, L.M., and M'etais, E. (eds.) Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Li`ege, Belgium, June 21-23, 2017, Proceedings. p. 210--213. Springer International Publishing, Cham (2017).
       
    • Mining social semantics o... - Download
      Hotho, A., Jaeschke, R., Lerman, K.: Mining social semantics on the social web. Semantic Web. 8, 623--624 (2017).
       
    • Learning Semantic Related... - Download
      Niebler, T., Becker, M., Pölitz, C., Hotho, A.: Learning Semantic Relatedness From Human Feedback Using Metric Learning, http://arxiv.org/abs/1705.07425, (2017).
       
    • Collective Sensing Platfo... - Download
      Atzmueller, M., Becker, M., Mueller, J.: Collective Sensing Platforms. In: Loreto, V., Haklay, M., Hotho, A., Servedio, V.D.P., Stumme, G., Tria, F., and Theunis, J. (eds.) Participatory Sensing, Opinions and Collective Awareness. p. 115--133. Springer International Publishing, Cham (2017).
       
    • Experimental Assessment o... - Download
      Gravino, P., Sirbu, A., Becker, M., Servedio, V.D.P., Loreto, V.: Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. Participatory Sensing, Opinions and Collective Awareness. p. 337--362. Springer International Publishing, Cham (2017).
       
    • Learning Semantic Related... - Download
      Niebler, T., Becker, M., Pölitz, C., Hotho, A.: Learning Semantic Relatedness From Human Feedback Using Metric Learning, http://dblp.uni-trier.de/db/journals/corr/corr1705.html#Niebler0PH17, (2017).
       
    • Applications for Environm... - Download
      Atzmueller, M., Becker, M., Molino, A., Mueller, J., Peters, J., Sirbu, A.: Applications for Environmental Sensing in EveryAware. In: Loreto, V., Haklay, M., Hotho, A., Servedio, V.D.P., Stumme, G., Tria, F., and Theunis, J. (eds.) Participatory Sensing, Opinions and Collective Awareness. p. 135--155. Springer International Publishing, Cham (2017).
       
    • Reul, C., Dittrich, M., Gruner, M.: Case Study of a highly automated Layout Analysis and OCR of an incunabulum: ‘Der Heiligen Leben’ (1488). Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage. (2017).
       
    • Reul, C., Springmann, U., Wick, C., Puppe, F.: Improving OCR Accuracy on Early Printed Books by utilizing Cross Fold Training and Voting, http://arxiv.org/abs/1711.09670, (2017).
       

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