piwik-script

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

    Publications

    [ 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 ]

    2018 [ to top ]

    • 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).
       
    • Jannidis, F., Konle, L., Zehe, A., Hotho, A., Krug, M.: Analysing Direct Speech in German Novels. DHd 2018 (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).
       
    • Springmann, U., Reul, C., Dipper, S., Baiter, J.: Ground Truth for training OCR engines on historical documents in German Fraktur and Early Modern Latin.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 (submitted to). (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). (2018).
       
    • Baumeister, J.: Evaluation of Configuration Knowledge in Industrial Manufacturing. Lernen. Wissen. Daten. Analysen. (LWDA 2018). , Mannheim (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 (accepted for). (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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. 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).
       
    • 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
      Lena, H., Alexander, D., Albin, Z., Thomas, N., Andreas, H.: ClaiRE at SemEval-2018 Task 7 - Extended Version, http://arxiv.org/abs/1804.05825, (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, (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).
       
    • Nalepa, G.J., Baumeister, J.: SYNERGIES BETWEEN KNOWLEDGE ENGINEERING AND SOFTWARE ENGINEERING. Springer (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. , Stockholm, Sweden (2018).
       

    2017 [ to top ]

    • 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).
       
    • 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).
       
    • Wick, C., Puppe, F.: Leaf Identification Using a Deep Convolutional Neural Network, http://arxiv.org/abs/1712.00967, (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).
       
    • 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).
       
    • 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).
       
    • 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., Wick, C., Springmann, U., Puppe, F.: Transfer Learning for OCRopus Model Training on Early Printed Books, http://arxiv.org/abs/1712.05586, (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).
       
    • Wick, C., Reul, C., Puppe, F.: Improving OCR Accuracy on Early Printed Books using Deep Convolutional Networks. JLCL: Special Issue on Automatic Text and Layout Recognition (submitted to). (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).
       
    • 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). (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • Stange, K., Wick, C., Hinrichsen, H.: Playing Music in Just Intonation - A Dynamically Adapting Tuning Scheme, http://arxiv.org/abs/1706.04338, (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).
       
    • Zehe, A., Becker, M., Jannidis, F., Hotho, A.: Towards Sentiment Analysis on German Literature. Presented at the (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).
       
    • 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).
       
    • Learning Word Embeddings ... - Download
      Niebler, T., Hahn, L., Hotho, A.: Learning Word Embeddings from Tagging Data: A methodological comparison. Proceedings of the LWDA (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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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).
       
    • 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://arxiv.org/abs/1705.07425, (2017).
       
    • Zehe, A.: Sentiment Analysis on German Novels, (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).
       
    • 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).
       
    • Wick, C., Puppe, F.: Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images, http://arxiv.org/abs/1711.07695, (2017).
       

    2016 [ to top ]

    • 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.) Wiki Workshop@ICWSM (2016).
       
    • FolkTrails: Interpreting ... - Download
      Niebler, T., Becker, M., Zoller, D., Doerfel, S., Hotho, A.: FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. ACM, New York, NY, USA (2016).
       
    • Reul, C., Toepfer, M., Puppe, F.: Cross Dataset Evaluation of Feature Extraction Techniques for Leaf Classification. International Journal of Artificial Intelligence & Applications. (2016).
       
    • Extracting Semantics from... - Download
      Niebler, T., Schlör, D., Becker, M., Hotho, A.: Extracting Semantics from Unconstrained Navigation on Wikipedia. KI. 30, 163-168 (2016).
       
    • Jannidis, F., Reger, I., Zehe, A., Becker, M., Hettinger, L., Hotho, A.: Analyzing Features for the Detection of Happy Endings in German Novels, http://arxiv.org/abs/1611.09028, (2016).
       
    • Baumeister, J., Striffler, A., Brandt, M., Neumann, M.: Collaborative Decision Support and Documentation in Chemical Safety with KnowSEC. Journal of Cheminformatics. 8, 1-16 (2016).
       
    • Wick, C.: Deep Learning. Informatik-Spektrum. 1--5 (2016).
       
    • FolkTrails: Interpreting ... - Download
      Niebler, T., Becker, M., Zoller, D., Doerfel, S., Hotho, A.: FolkTrails: Interpreting navigation behavior in a social tagging system. International on Conference on Information and Knowledge Management. p. 2311--2316. ACM, New York, NY, USA (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. International Conference Companion on World Wide Web. p. 17--18. International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, Switzerland (2016).
       
    • Furth, S., Belli, V., Legler, A., Striffler, A., Baumeister, J.: CAPLAN: An Accessible, Flexible and Scalable Semantification Architecture. Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" (2016).
       
    • Otto, F., Ring, M., Landes, D., Hotho, A.: Creation of Specific Flow-Based Training Data Sets for Usage Behaviour Classification. ECCWS2016-Proceedings fo the 15th European Conference on Cyber Warfare and Security. p. 437. Academic Conferences and publishing limited (2016).
       
    • Baumeister, J., Furth, S., Roth, L., Belli, V.: Linked Data City - Visualization of Linked Enterprise Data. Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" (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).
       
    • Reul, C., Köberle, P., Üçeyler, N., Puppe, F.: Expectation-driven Text Extraction from Medical Ultrasound Images. Studies in Health Technology and Informatics. (2016).
       
    • Fast exhaustive subgroup ... - Download
      Lemmerich, F., Atzmueller, M., Puppe, F.: Fast exhaustive subgroup discovery with numerical target concepts. Data Mining and Knowledge Discovery. 30, 711--762 (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).
       
    • An improved data workflow... - Download
      Fette, G., Ertl, M., Dietrich, G., Krebs, J., Toepfer, M., Störk, S., Kaspar, M., Puppe, F.: An improved data workflow for a medical data warehouse. European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016. 31, Supplement 1, 54 (2016).
       
    • Lemmerich, F., Becker, M., Singer, P., Helic, D., Hotho, A., Strohmaier, M.: Mining Subgroups with Exceptional Transition Behavior. KDD '16: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM (2016).
       
    • Mining Subgroups with Exc... - Download
      Lemmerich, F., Becker, M., Singer, P., Helic, D., Hotho, A., Strohmaier, M.: Mining Subgroups with Exceptional Transition Behavior. Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 965--974. ACM, San Francisco, California, USA (2016).
       
    • Dimitrov, D., Singer, P., Lemmerich, F., Strohmaier, M.: What Makes a Link Successful on Wikipedia? CoRR. abs/1611.02508, (2016).
       
    • Jannidis, F., Reger, I., Zehe, A., Becker, M., Hettinger, L., Hotho, A.: Analyzing Features for the Detection of Happy Endings in German Novels, http://arxiv.org/abs/1611.09028, (2016).
       
    • Analyzing Features for th... - Download
      Jannidis, F., Reger, I., Zehe, A., Becker, M., Hettinger, L., Hotho, A.: Analyzing Features for the Detection of Happy Endings in German Novels, http://arxiv.org/abs/1611.09028, (2016).
       
    • Baumeister, J.: Requirements of Affective Information Systems in the Industrial Domain. In: Nalepa, (ed.) Proceedings of Affective Computing and Context Awareness in Ambient Intelligence (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).
       
    • Gageik, N., Reul, C., Montenegro, S.: Autonomous Quadrocopter for Search, Count and Localization of Objects. Recent Advances in Robotic Systems (2016).
       
    • Posted, Visited, Exported... - Download
      Zoller, D., Doerfel, S., Jäschke, R., Stumme, G., Hotho, A.: Posted, Visited, Exported: Altmetrics in the Social Tagging System BibSonomy. Journal of Informetrics. 10, 732 - 749 (2016).
       
    • Cellier, P., Charnois, T., Hotho, A., Matwin, S., Moens, M.-F., Toussaint, Y. eds: Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, DMNLP 2016, co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2016, Riva del Garda, Italy, September 23, 2016. CEUR-WS.org (2016).
       
    • FolkTrails: Interpreting ... - Download
      Niebler, T., Becker, M., Zoller, D., Doerfel, S., Hotho, A.: FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. ACM (2016).
       
    • Classification of Literar... - Download
      Hettinger, L., Jannidis, F., Reger, I., Hotho, A.: Classification of Literary Subgenres. DHd 2016 (2016).
       
    • Significance Testing for ... - Download
      Hettinger, L., Jannidis, F., Reger, I., Hotho, A.: Significance Testing for the Classification of Literary Subgenres. DH 2016 (2016).
       
    • 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.) DMNLP@PKDD/ECML. pp. 9-16. CEUR-WS.org (2016).
       
    • 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).
       
    • Posted, Visited, Exported... - Download
      Zoller, D., Doerfel, S., Jäschke, R., Stumme, G., Hotho, A.: Posted, Visited, Exported: Altmetrics in the Social Tagging System BibSonomy. Journal of Informetrics. 10, 732--749 (2016).
       
    • FolkTrails: Interpreting ... - Download
      Niebler, T., Becker, M., Zoller, D., Doerfel, S., Hotho, A.: FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. ACM, New York, NY, USA (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).
       
    • Kaspar, M., Ertl, M., Fette, G., Dietrich, G., Toepfer, M., Angermann, C., St"ork, S., Puppe, F., others,: Data Linkage from Clinical to Study Databases via an R Data Warehouse User Interface. Methods of Information in Medicine. 55, 381--386 (2016).
       
    • Mining Subgroups with Exc... - Download
      Lemmerich, F., Becker, M., Singer, P., Helic, D., Hotho, A., Strohmaier, M.: Mining Subgroups with Exceptional Transition Behavior. In: Krishnapuram, B., Shah, M., Smola, A.J., Aggarwal, C., Shen, D., and Rastogi, R. (eds.) KDD. pp. 965-974. ACM (2016).
       
    • What Users Actually do in... - Download
      Doerfel, S., Zoller, D., Singer, P., Niebler, T., Hotho, A., Strohmaier, M.: What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. ACM Transactions on the Web. 10, 14:1--14:32 (2016).
       
    • Significance Testing for ... - Download
      Hettinger, L., Jannidis, F., Reger, I., Hotho, A.: Significance Testing for the Classification of Literary Subgenres. DH 2016 (2016).
       
    • What Users Actually do in... - Download
      Doerfel, S., Zoller, D., Singer, P., Niebler, T., Hotho, A., Strohmaier, M.: What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. ACM Transactions on the Web. 10, 14:1--14:32 (2016).
       
    • Wallenborn, J., St"ork, S., Herrmann, S., Kukuy, O., Fette, G., Puppe, F., Gorski, A., Hu, K., Voelker, W., Ertl, G., Weidemann, F.: Prevalence of severe mitral regurgitation eligible for edge-to-edge mitral valve repair (MitraClip). Clin Res Cardiol. (2016).
       
    • Extracting Semantics from... - Download
      Niebler, T., Schlör, D., Becker, M., Hotho, A.: Extracting Semantics from unconstrained navigation on wikipedia. KI - Künstliche Intelligenz. 30, 163--168 (2016).
       
    • Classification of Literar... - Download
      Hettinger, L., Jannidis, F., Reger, I., Hotho, A.: Classification of Literary Subgenres. DHd 2016 (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).
       
    • 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).
       
    • Düking, P., Hotho, A., Fuss, F.K., Holmberg, H.-C., Sperlich, B.: Comparison of non-invasive individual monitoring of the training and health of athletes with commercially available wearable technologies. Frontiers in Physiology. 7, (2016).
       
    • What Users Actually do in... - Download
      Doerfel, S., Zoller, D., Singer, P., Niebler, T., Hotho, A., Strohmaier, M.: What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. ACM Transactions on the Web. 10, 14:1--14:32 (2016).
       
    • Scherer, K.P., Germann, M., Knoell, D., Baumeister, J., Furth, S.: Wissensgenerierung durch Selbstlernverfahren mit strukturierten Katarakt-Daten. Spektrum für Augenheilkunde. 2, 90 (2016).
       
    • Puppe, F., Krug, M., Jannidis, F., Weimer, L., Macharowsky, L., Reger, I.: Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen. Presented at the (2016).
       
    • Krug, M., Puppe, F., Jannidis, F., Reger, I., Weimer, L., Macharowsky, L.: Comparison of Methods for the Identification of Main Characters in German Novels. Presented at the (2016).
       
    • Extracting Semantics from... - Download
      Niebler, T., Schlör, D., Becker, M., Hotho, A.: Extracting Semantics from Unconstrained Navigation on Wikipedia. KI -- Künstliche Intelligenz. 30, 163--168 (2016).
       

    2015 [ to top ]

    • Zoller, D., Doerfel, S., Jäschke, R., Stumme, G., Hotho, A.: On Publication Usage in a Social Bookmarking System. Proceedings of the 2015 ACM Conference on Web Science (2015).
       
    • Photowalking the city: co... - Download
      Becker, M., Singer, P., Lemmerich, F., Hotho, A., Helic, D., Strohmaier, M.: Photowalking the city: comparing hypotheses about urban photo trails on Flickr. Proceedings of the 7th International Conference on SocialInformatics (to appear). , Beijing, China (2015).
       
    • On the Semantification of... - Download
      Furth, S., Baumeister, J.: On the Semantification of 5-Star Technical Documentation. In: Bergmann, R., Görg, S., and Müller, G. (eds.) Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB. pp. 264-271. CEUR-WS.org (2015).
       
    • v. Kistowski, J., Nikolas, H., Zoller, D., Kounev, S., Hotho, A.: Modeling and Extracting Load Intensity Profiles. Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) (2015).
       
    • Becker, M., Singer, P., Lemmerich, F., Hotho, A., Helic, D., Strohmaier, M.: VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. Proceedings of the 26th ACM Conference on Hypertext & Social Media. p. 319--320. ACM, Guzelyurt, Northern Cyprus (2015).
       
    • Fallstudie zur Validierun... - Download
      Dietrich, G., Fette, G., Ertl, M., Toepfer, M., Kaspar, M., Störk, S., Puppe, F.: Fallstudie zur Validierung eines klinischen Data-Warehouse mit Hintergrundwissen. (2015).
       
    • Exploratory Subgroup Anal... - Download
      Atzmueller, M., Mueller, J., Becker, M.: Exploratory Subgroup Analytics on Ubiquitous Data. In: Atzmueller, M., Chin, A., Scholz, C., and Trattner, C. (eds.) Mining, Modeling, and Recommending 'Things' in Social Media. p. 1--20. Springer International Publishing, Cham (2015).
       
    • Puppe, F., Krug, M., Jannidis, F., Reger, I., Weimer, L., Macharowsky, L.: Rule based Coreference Resolution in German Historic Novels. Presented at the (2015).
       
    • Evaluating Emergent Seman... - Download
      Niebler, T., Becker, M., Zoller, D., Doerfel, S., Hotho, A.: Evaluating Emergent Semantics in Folksonomies on Human Intuition. (2015).
       
    • Photowalking the City: Co... - Download
      Becker, M., Singer, P., Lemmerich, F., Hotho, A., Helic, D., Strohmaier, M.: Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr. In: Liu, T.-Y., Scollon, C.N., and Zhu, W. (eds.) International Conference on Social Informatics. p. 227--244. Springer International Publishing, Cham (2015).
       
    • ConDist: A Context-Driven... - Download
      Ring, M., Otto, F., Becker, M., Niebler, T., Landes, D., Hotho, A.: ConDist: A Context-Driven Categorical Distance Measure. In: Appice, A., Rodrigues, P.P., Costa, V.S., Soares, C., Gama, J., and Jorge, A. (eds.) Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases. pp. 251-266. Springer International Publishing (2015).