piwik-script

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

    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 ]

    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Fette, G., Kaspar, M., Leon, L., Ertl, M., Krebs, J., Dietrich, G., Störk, S., Puppe, F.: Query Translation between AQL and CQL. (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Baumeister, J.: Experience-based Quality Assessment of Distributed Knowledge Graphs. WM 2019 - 10te Konferenz Professionelles Wissensmanagement (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).
       
    • 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).
       
    • 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).
       
    • Extracting and Learning S... - Download
      Niebler, T.: Extracting and Learning Semantics from Social Web Data, (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).
       
    • 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).
       
    • 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., 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).
       
    • 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).
       

    2018 [ to top ]

    • 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).
       
    • 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).
       
    • Schöch, C., Calvo, J., Zehe, A., Hotho, A.: Burrows Zeta: Varianten und Evaluation. DHd 2018 (2018).
       
    • Jannidis, F., Konle, L., Zehe, A., Hotho, A., Krug, M.: Analysing Direct Speech in German Novels. DHd 2018 (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Becker, M.: Understanding Human Navigation using Bayesian Hypothesis Comparison, (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).
       
    • 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).
       
    • 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).
       
    • Baumeister, J., Reuss, P. eds: Proceedings of the Workshop: 'Knowledge and Experience Management' (German SIG meeting, FGWM). (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. Proceedings of VGI-ALIVE 2018 Workshop, colocated with AGILE 2018 (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).
       
    • Wick, C., Reul, C., Puppe, F.: Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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., 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).
       
    • 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).
       
    • 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).
       
    • Nalepa, G.J., Baumeister, J.: Synergies between Knowledge Engineering and Software Engineering. Springer (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).
       
    • 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).
       
    • Schöch, C., Calvo, J., Zehe, A., Hotho, A.: Burrows Zeta: Varianten und Evaluation. DHd 2018 (2018).
       
    • Baumeister, J.: Evaluation of Configuration Knowledge in Industrial Manufacturing. Lernen. Wissen. Daten. Analysen. (LWDA 2018). , Mannheim (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).
       
    • 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).
       
    • 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).
       

    2017 [ to top ]

    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Wick, C., Puppe, F.: Leaf Identification Using a Deep Convolutional Neural Network, http://arxiv.org/abs/1712.00967, (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).
       
    • Wick, C., Puppe, F.: Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images, http://arxiv.org/abs/1711.07695, (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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 Metric Learning, http://dblp.uni-trier.de/db/journals/corr/corr1705.html#Niebler0PH17, (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Zehe, A.: Sentiment Analysis on German Novels, (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).
       
    • 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).
       
    • 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).
       
    • Stange, K., Wick, C., Hinrichsen, H.: Playing Music in Just Intonation - A Dynamically Adapting Tuning Scheme, http://arxiv.org/abs/1706.04338, (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Learning Word Embeddings ... - Download
      Niebler, T., Hahn, L., Hotho, A.: Learning Word Embeddings from Tagging Data: A methodological comparison. Proceedings of the LWDA (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).
       
    • 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).
       
    • 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).
       
    • 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).
       

    2016 [ to top ]

    • Significance Testing for ... - Download
      Hettinger, L., Jannidis, F., Reger, I., Hotho, A.: Significance Testing for the Classification of Literary Subgenres. DH 2016 (2016).
       
    • Extracting Semantics from... - Download
      Dallmann, A., Niebler, T., Lemmerich, F., Hotho, A.: Extracting Semantics from Random Walks on Wikipedia: Comparing Learning and Counting Methods. In: West, R., Zia, L., Taraborelli, D., and Leskovec, J. (eds.) Proceedings of the 10th International Conference on Web and Social Media. AAAI (2016).
       
    • Kluegl, P., Toepfer, M., Beck, P.-D., Fette, G., Puppe, F.: UIMA Ruta: Rapid development of rule-based information extraction applications. Natural Language Engineering. 22, 1-40 (2016).
       
    • SparkTrails: A MapReduce ... - Download
      Becker, M., Mewes, H., Hotho, A., Dimitrov, D., Lemmerich, F., Strohmaier, M.: SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. In: Bourdeau, J., Hendler, J., Nkambou, R., Horrocks, I., and Zhao, B.Y. (eds.) WWW (Companion Volume). pp. 17-18. ACM (2016).
       
    • Furth, S., Baumeister, J.: Semantification of Large Corpora of Technical Documentation. In: Atzmueller, M., Oussena, S., and Roth-Berghofer, T. (eds.) Enterprise Big Data Engineering, Analytics, and Management. IGI Global (2016).
       
    • Prediction of Happy Endin... - Download
      Zehe, A., Becker, M., Hettinger, L., Hotho, A., Reger, I., Jannidis, F.: Prediction of Happy Endings in German Novels. In: Cellier, P., Charnois, T., Hotho, A., Matwin, S., Moens, M.-F., and Toussaint, Y. (eds.) Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2016. pp. 9-16 (2016).