Publications
2019 [ to top ]
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Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification. in Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage (2019).
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Detection of Scenes in Fiction. (2019).
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Detection of Scenes in Fiction. (2019).
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Identifying Heart Failure Patients by Medical Text Classification. in Studies in Health Technology and Informatics, A. S. Shvo, Madsen, I., Prokosch, H. -U., Häyrinen, K., Wolf, K. -H., Martín-Sánchez, F., Löbe, M., Deserno, T. M. (reds.) (2019). (Vol. 258) 251-252.
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Implementation of a HL7 CQL engine using the graph database Neo4J. (2019).
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Implementation of a HL7 CQL engine using the graph database Neo4J. (2019).
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OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. in ArXiv Preprints (submitted to MDPI - Applied Sciences) (2019).
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Query Translation between AQL and CQL. (2019).
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Query Translation between AQL and CQL. (2019).
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Query Translation Between openEHR and i2b2. (2019).
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Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. in BMC Med. Inf. & Decision Making (2019). 19(1) 15:1-15:21.
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Staff, Symbol and Melody Detection of Medieval Manuscripts Written in Square Notation Using Deep Fully Convolutional Networks. in Applied Sciences (2019). 9(13)
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State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. in DHd 2019 Digital Humanities: multimedial & multimodal (2019).
2018 [ to top ]
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Ad Hoc Information Extraction for Clinical Data Warehouses. in Methods of Information in Medicine (2018).
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Ad Hoc Information Extraction for Clinical Data Warehouses. in Methods of Information in Medicine (2018).
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Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. in Digital Humanities Quarterly (submitted to). Preprint available at arXiv (2018).
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Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus (2018). (Vol. 33) 79-96.
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Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. in JLCL: Special Issue on Automatic Text and Layout Recognition (2018). 33(1) 79-96.
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Estimating a bias in ICD encodings for billing purposes. in Studies in Health Technology and Informatics, (I. O. S. Press, red.) (2018). 247 141-145.
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Estimating a Bias in ICD Encodings for Billing Purposes. in Studies in Health Technology and Informatics, A. Ugon, Karlsson, D., Klein, G. O., Moen, A. (reds.) (2018). (Vol. 247) 141-145.
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Exporting Data from a Clinical Data Warehouse. in Studies in Health Technology and Informatics, (I. O. S. Press, red.) (2018).
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Exporting Data from a Clinical Data Warehouse. in Studies in Health Technology and Informatics, G. Schreier, Hayn, D. (reds.) (2018). (Vol. 248) 88-93.
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Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. in Studies in Health Technology and Informatics, U. Hübner, Sax, U., Prokosch, H. -U., Breil, B., Binder, H., Zapf, A., Strahwald, B., Beißbarth, T., Grabe, N., Schöler, A. (reds.) (2018). (Vol. 253) 160-164.
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Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. in Studies in Health Technology and Informatics, U. Hübner, Sax, U., Prokosch, H. -U., Breil, B., Binder, H., Zapf, A., Strahwald, B., Beißbarth, T., Grabe, N., Schöler, A. (reds.) (2018). (Vol. 253) 160-164.
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Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. in JLCL: Special Issue on Automatic Text and Layout Recognition (2018). 33(1) 3-24.
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Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. in JLCL (2018). 33(1) 3-24.
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Improving OCR Accuracy on Early Printed Books by Utilizing Cross Fold Training and Voting. in 2018 13th IAPR International Workshop on Document Analysis Systems (DAS) (2018).
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Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information. in Clinical Research in Cardiology, (S. B. Heidelberg, red.) (2018). 10.
2017 [ to top ]
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A customizable importer for the clinical data warehouses PaDaWaN and I2B2. in Studies in Health Technology and Informatics (2017).
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A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2. in Studies in Health Technology and Informatics, R. Röhrig, Timmer, A., Binder, H., Sax, U. (reds.) (2017). (Vol. 243) 90-94.
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Extending the Query Language of a Data Warehouse for Patient Recruitment. (2017).
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Extending the Query Language of a Data Warehouse for Patient Recruitment. in Studies in Health Technology and Informatics, R. Röhrig, Timmer, A., Binder, H., Sax, U. (reds.) (2017). (Vol. 243) 152-156.
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Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images. (2017).
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Improving OCR Accuracy on Early Printed Books by utilizing Cross Fold Training and Voting. (2017).
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LAREX – A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books. in Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage (2017).
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Leaf Identification Using a Deep Convolutional Neural Network. (2017).
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Overcoming Data Sparsity for Relation Detection in German Novels. (2017).
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Patients not consenting in registry participation- another black box in acute heart failure registries. Results from AHF Registry. (2017).
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Semi-automatic Terminology Generation for Information Extraction from German Chest X-ray Reports. (2017).
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Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports. in Studies in Health Technology and Informatics, R. Röhrig, Timmer, A., Binder, H., Sax, U. (reds.) (2017). (Vol. 243) 80-84.
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Transfer Learning for OCRopus Model Training on Early Printed Books. (2017).
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Transfer Learning for OCRopus Model Training on Early Printed Books. in 027.7 Journal for Library Culture (2017).
2016 [ to top ]
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An improved data workflow for a medical data warehouse. in European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016 (2016). 31, Supplement 1 54.
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An improved data workflow for a medical data warehouse. in European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016 (2016). 31, Supplement 1 54.
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Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen. (2016).
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Comparison of Methods for the Identification of Main Characters in German Novels. (2016).
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Cross Dataset Evaluation of Feature Extraction Techniques for Leaf Classification. in International Journal of Artificial Intelligence & Applications (2016).
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Data Linkage from Clinical to Study Databases via an R Data Warehouse User Interface. in Methods of Information in Medicine (2016). 55(4) 381--386.
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Expectation-driven Text Extraction from Medical Ultrasound Images. in Studies in Health Technology and Informatics (2016).
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Fast exhaustive subgroup discovery with numerical target concepts. in Data Mining and Knowledge Discovery (2016). 30(3) 711--762.
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Prevalence of severe mitral regurgitation eligible for edge-to-edge mitral valve repair (MitraClip). in Clin Res Cardiol (2016).
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UIMA Ruta: Rapid development of rule-based information extraction applications. in Natural Language Engineering (2016). 22(1) 1-40.
2015 [ to top ]
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Automatische Erkennung von Figuren in deutschsprachigen Romanen. (2015).
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Automatische Erkennung von Figuren in deutschsprachigen Romanen. (2015).
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Die grafische Benutzeroberfläche PaDaWaN für das klinische Data Warehouse für Routinedaten an der Universitätsklinik Würzburg. (2015).
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Extraktion und Transfer patientenbezogener Daten aus klinischen Informationssystemen in Studiendatenbanken - effektive Unterstützung klinisch-epidemiologischer Forschung durch ein Data Warehouse. (2015).
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Extraktion von Lungenfunktionsparametern aus Arztbriefen. (2015).
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Fallstudie zur Validierung eines klinischen Data-Warehouse mit Hintergrundwissen. (2015).
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Fine-grained information extraction from German transthoracic echocardiography reports. in BMC Medical Informatics and Decision Making (2015). 15 103.
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Fine-grained information extraction from German transthoracic echocardiography reports. in BMC Med. Inf. & Decision Making (2015). 15 91.
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Rule based Coreference Resolution in German Historic Novels. (2015).
2014 [ to top ]
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A Comparison of Search Engine Technologies for a Clinical Data Warehouse. in CEUR Workshop Proceedings, T. Seidl, Hassani, M., Beecks, C. (reds.) (2014). (Vol. 1226) 235-242.
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Anfrage-spezifische Validierung in einem Data Warehouse für klinische Routinedaten an der Universitätsklinik Würzburg. (2014).
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Clarification KBS as Consultation-Justification Mash Ups --- Proposing A Novel Paradigm for All-in-One Knowledge-based Systems. J. Filipe, Dietz, J., Aveiro, D. (reds.) (2014).
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Extraktion kodierter Daten aus textuellen Befundberichten: Eine Fallstudie zu Echokardiographieberichten. (2014).
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Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components. (2014). 83--92.
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Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components. (2014). 83--92.
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Pattern-driven Knowledge Systems Engineering. G. J. Nalepa, Baumeister, J. (reds.) (2014). (Vol. Vol. 1289)
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Spreadsheet-based Knowledge Acquisition for Facilitating Active Domain Expert Participation. (2014).
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UIMA Ruta Workbench: Rule-based Text Annotation. (2014). 29--33.
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UIMA Ruta Workbench: Rule-based Text Annotation. L. Tounsi, Rak, R. (reds.) (2014). 29-33.
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UIMA Ruta: Rapid development of rule-based information extraction applications. in Natural Language Engineering (2014). FirstView 1--40.
2013 [ to top ]
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ADIA: A Novel Onboard Failure Diagnostic System for Nanosatellites. (2013). (Vol. IAC-13,B4,3,10,x17926)
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Constraint-driven Evaluation in UIMA Ruta. in CEUR Workshop Proceedings, P. Klügl, Eckart de Castilho, R., Tomanek, K. (reds.) (2013). (Vol. 1038) 58-65.
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Constraint-driven Evaluation in UIMA Ruta. in CEUR Workshop Proceedings, P. Klügl, Eckart de Castilho, R., Tomanek, K. (reds.) (2013). (Vol. 1038) 58-65.
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Difference-Based Estimates for Generalization-Aware Subgroup Discovery. in Lecture Notes in Computer Science, H. Blockeel, Kersting, K., Nijssen, S., Zelezny, F. (reds.) (2013). 288--303.
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Difference-Based Estimates for Generalization-Aware Subgroup Discovery. in Lecture Notes in Computer Science, H. Blockeel, Kersting, K., Nijssen, S., Zelezný, F. (reds.) (2013). (Vol. 8190) 288-303.
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Exploiting Structural Consistencies with Stacked Conditional Random Fields. in Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics (2013). 30 111-125.
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Exploiting Structural Consistencies with Stacked Conditional Random Fields. in Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics (2013). 30 111-125.
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Prototyping-based Usability-oriented Knowledge Systems Engineering. H. Reiterer, Deussen, O. (reds.) (2013).
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Storing UIMA CASes in a relational database. in CEUR Workshop Proceedings, P. Klügl, de Castilho, R. E., Tomanek, K. (reds.) (2013). (Vol. 1038) 10-13.
2012 [ to top ]
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A Document-Centered Authoring Approach for Ontology Engineering. in FGWM'12: Proceedings of German Workshop of Knowledge and Experience Management (at LWA'2012), (LWA2012, red.) (2012).
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A Meta-Engineering Approach for Customized Document-centered Knowledge Acquisition. E. Sinz (red.) (2012).
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Collective Information Extraction with Context-Specific Consistencies. in Lecture Notes in Computer Science, P. A. Flach, Bie, T. D., Cristianini, N. (reds.) (2012). (Vol. 7523) 728-743.
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Collective Information Extraction with Context-Specific Consistencies. in Lecture Notes in Computer Science, P. A. Flach, Bie, T. D., Cristianini, N. (reds.) (2012). (Vol. 7523) 728-743.
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Collective Information Extraction with Context-Specific Consistencies. in Lecture Notes in Computer Science, P. A. Flach, Bie, T. D., Cristianini, N. (reds.) (2012). (Vol. 7523) 728-743.
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Collective Information Extraction with Context-Specific Consistencies. in Lecture Notes in Computer Science, P. A. Flach, Bie, T. D., Cristianini, N. (reds.) (2012). (Vol. 7523) 728-743.
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Collective Information Extraction with Context-Specific Consistencies. in Lecture Notes in Computer Science, P. A. Flach, Bie, T. D., Cristianini, N. (reds.) (2012). (Vol. 7523) 728-743.
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CoverageCity: Test Coverage for Clinical Guidelines. (2012).
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CoverageCity: Test Coverage for Clinical Guidelines. (2012).
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DiaFlux: A Graphical Language for Computer-Interpretable Guidelines. in Knowledge Representation for Health-Care, D. Riaño, ten Teije, A., Miksch, S. (reds.) (2012). (Vol. 6924) 94-107.
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Diaflux: A Graphical Language for Computer-Interpretable Guidelines. in Knowledge Representation for Health-Care, D. Riaño, ten Teije, A., Miksch, S. (reds.) (2012). (Vol. 6924) 94-107.
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Extensible Prototyping for Pragmatic Engineering of Knowledge-based Systems. in Expert Systems with Applications (2012). doi: 10.1016/j.eswa.2012.02.110
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Implementing an Automated Ventilation Guideline using the Semantic Wiki KnowWE. H. Stuckenschmidt, ten Teije, A., Voelker, J. (reds.) (2012).
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Implementing an Automated Ventilation Guideline Using the Semantic Wiki KnowWE. in Lecture Notes in Computer Science, A. ten Teije, Völker, J., Handschuh, S., Stuckenschmidt, H., d'Aquin, M., Nikolov, A., Aussenac-Gilles, N., Hernandez, N. (reds.) (2012). (Vol. 7603) 363-372.
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Information Extraction from Unstructured Electronic Health Records and Integration into a Data Warehouse. in LNI, U. Goltz, Magnor, M. A., Appelrath, H. -J., Matthies, H. K., Balke, W. -T., Wolf, L. C. (reds.) (2012). (Vol. 208) 1237-1251.
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iTree: Skill-building User-centered Clarification Consultation Interfaces. (2012).
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iTree: Skill-building User-centered Clarification Consultation Interfaces (Resubmission of KEOD 2012 article. (2012).
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Simulation-based Test Case Generation for Clinical Guidelines. (2012).
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Simulation-based Test Case Generation for Clinical Guidelines. (2012).
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Simulation-based Test Case Generation for Clinical Guidelines. (2012).
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Stacked Conditional Random Fields Exploiting Structural Consistencies. P. L. Carmona, Sánchez, J. S., Fred, A. (reds.) (2012). 240-248.
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Stacked Conditional Random Fields Exploiting Structural Consistencies. P. L. Carmona, Sánchez, J. S., Fred, A. (reds.) (2012). 240-248.
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Stacked Conditional Random Fields Exploiting Structural Consistencies. P. L. Carmona, Sánchez, J. S., Fred, A. (reds.) (2012). 240-248.
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Stacked Conditional Random Fields Exploiting Structural Consistencies. P. L. Carmona, Sánchez, J. S., Fred, A. L. N. (reds.) (2012). 240-249.
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Template-based Extensible Prototyping for Creativity- and Usability-Oriented Knowledge Systems Development. G. J. Nalepa, Joaquín Ca~nadas,, Baumeister, J. (reds.) (2012).
2011 [ to top ]
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Anomaly Detection in DiaFlux Models. in CEUR Workshop Proceedings (2011). (Vol. 805)
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DiaFlux: A Graphical Language for Computer-Interpretable Guidelines. (2011).
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DiaFlux: A Graphical Language for Computer-Interpretable Guidelines. (2011).
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Engineering Intelligent Systems on the Knowledge Formalization Continuum. in International Journal of Applied Mathematics and Computer Science (AMCS) (2011). 21(1)
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Identifying Influence Factors of Students Success by Subgroup Discovery. (2011). 345-346.
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Incremental Compilation of Knowledge Documents for Markup-based Closed-World Authoring. (2011).
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Information Extraction from Echocardiography Records. (2011).
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Information Extraction from Echocardiography Records. M. Spiliopoulou, Nürnberger, A., Schult, R. (reds.) (2011). 187-190.
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KnowWE: A Semantic Wiki for Knowledge Engineering. in Applied Intelligence (2011). 35(3) 323-344.
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Segmentation of References with Skip-Chain Conditional Random Fields for Consistent Label Transitions. (2011).
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Towards Learning Error-Driven Transformations for Information Extraction. (2011).
2010 [ to top ]
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A Semantic Wiki for the Engineering of Diagnostic Guideline Knowledge. (2010).
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A Semantic Wiki for the Engineering of Diagnostic Guideline Knowledge. (2010).
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Conditional Random Fields For Local Adaptive Reference Extraction. M. Atzmüller, Benz, D., Hotho, A., Stumme, G. (reds.) (2010).
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Conditional Random Fields For Local Adaptive Reference Extraction. M. Atzmüller, Benz, D., Hotho, A., Stumme, G. (reds.) (2010).
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Conditional Random Fields for Local Adaptive Reference Extraction. (2010).
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Interaction Pattern Categories---Pragmatic Engineering of Knowledge-Based Systems. (2010).
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Interaction Pattern Categories---Pragmatic Engineering of Knowledge-Based Systems. (2010).
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Knowledge System Prototyping for Usability Engineering. (2010).
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Knowledge System Prototyping for Usability Engineering. (2010).
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Local Adaptive Extraction of References. in LNAI 6359, R. Dillmann, Beyerer, J., Hanebeck, U. D., Schultz, T. (reds.) (2010). 40-47.
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Local Adaptive Extraction of References. in LNAI 6359, R. Dillmann, Beyerer, J., Hanebeck, U. D., Schultz, T. (reds.) (2010). 40-47.
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Modeling of Diagnostic Guideline Knowledge in Semantic Wikis. (2010).
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Modeling of Diagnostic Guideline Knowledge in Semantic Wikis. (2010).
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Modeling of Diagnostic Guideline Knowledge in Semantic Wikis. (2010).
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Modelling of Diagnostic Guideline Knowledge in Semantic Wikis. (2010).
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Towards Meta-Engineering for Semantic Wikis. (2010).
2009 (to appear) [ to top ]
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Continuous Knowledge Engineering with Semantic Wikis. (2009 (to appear).
2009 [ to top ]
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A Data Structure for the Refactoring of Multimodal Knowledge. (2009).
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A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining. (2009). 372-377.
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A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining. (2009). 402--407.
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A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications. (2009).
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A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications. M. H. und Frederik Janssen (red.) (2009). 56-59.
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A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery. in International Journal on Artificial Intelligence Tools (IJAIT) (2009). 18(1) 1 -- 18.
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Agile Development of Rule Systems. in Handbook of Research on Emerging Rule-Based Languages and Technologies: Open Solutions and Approaches, Giurca, Gasevic,, Taveter, (reds.) (2009).
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An Extensible Architecture for Wiki-Enabled Semantic Data Mining. (2009). (Vol. 463)
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Continuous Knowledge Engineering with Semantic Wikis. (2009). 163-168.
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Engineering on the Knowledge Formalization Continuum. (2009).
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Hybrides, skalierbares Diagnose-System für frei Kfz-Werkstätten - Konzeption und erste Evaluationsergebnisse. in Künstliche Intelligenz (2009). 2/09 31-37.
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Knowledge Discovery Enhanced with Semantic and Social Information: A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery. (2009).
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Knowta: Wiki-Enabled Social Tagging for Collaborative Knowledge and Experience Management. in CEUR-WS (2009). (Vol. 545) 1--12.
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Meta-Level Information Extraction. (2009).
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Meta-level Information Extraction. in Lecture Notes in Computer Science, B. Mertsching, Hund, M., Aziz, M. Z. (reds.) (Vol. 5803) 233-240.
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TextMarker: A Tool for Rule-Based Information Extraction. (2009).
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TextMarker: A Tool for Rule-Based Information Extraction. C. Chiarcos, de Castilho, R. E., Stede, M. (reds.) (2009). 233-240.
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The Usability Stack: Reconsidering Usability Criteria regarding Knowledge-Based Systems. (2009).
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The Usability Stack: Reconsidering Usability Criteria regarding Knowledge-Based Systems. (2009).
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Wiki-Enabled Semantic Data Mining - Task Design, Evaluation and Refinement. in CEUR-WS (2009). (Vol. 545)
2008 [ to top ]
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A Case-Based Approach for Characterization and Analysis of Subgroup Patterns. in Journal of Applied Intelligence (2008). 28(3) 210-221.
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Ad-Hoc Knowledge Engineering with Semantic Knowledge Wikis. (2008).
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Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult). (2008).
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Causal Subgroup Analysis for Detecting Confounding (Extended version). (2008).
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Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain. (2008).
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Integrating the Rule-Based IE Component TextMarker into UIMA. J. Baumeister, Atzmueller, M. (reds.) (2008). 73-77.
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Konzeption und Evaluation eines fallbasierten Trainingssystems im universitätsweiten Einsatz (CaseTrain). in GMS Medizinische Informatik, Biometrie und Epidemiologie, GMS Med Inform Biom Epidemiol (2008). 5(1)
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Rule-Based Information Extraction for Structured Data Acquisition using TextMarker. J. Baumeister, Atzmueller, M. (reds.) (2008). 1-7.
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Rule-Based Information Extraction for Structured Data Acquisition using TextMarker. (2008).
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Semi-Automatic Refinement and Assessment of Subgroup Patterns. (2008).
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Test-Driven Development of Complex Information Extraction Systems using TextMarker. G. J. Naplepa, Baumeister, J. (reds.) (2008). 19-30.
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Test-Driven Development of Complex Information Extraction Systems using TextMarker. (2008).
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Visualization Techniques for the Evaluation of Knowledge Systems. (2008). 329-334.
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Visualization Techniques for the Evaluation of Knowledge Systems. (2008). 329-334.
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Web-based Knowledge Engineering using Knowledge Wikis. (2008).
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Wissensbasierte Systeme in der Medizin. in Künstliche Intelligenz (2008). 1/08 53-58.
2007 [ to top ]
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A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery. (2007).
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An Internet-based Intervention to Reduce Cardiac Fear in Patients with Implantable Cardioverter Defibrillator. (2007).
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Benefits of recruitment in honey bees: effects of ecology and colony size in an individual-based model,. in Behavioral Ecology (2007).
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Causal Subgroup Analysis for Detecting Confounding. (2007).
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Der simulierte Konsument. (2007).
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Erwartungsgesteuerte Informationsextraktion in Satzteilen. (2007).
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KnowWE: community-based knowledge capture with knowledge wikis. (2007). 189--190.
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Markups for Knowledge Wikis. (2007). 7-14.
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Medizinische Trainingsfallerstellung im Web 2.0 -- d3web.CaseAuthor. (2007).
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Onto Confounding-Aware Subgroup Discovery. (2007). 163--170.
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Pattern-Constrained Test Case Generation. (2007). 518-523.
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Pattern-Constrained Test Case Generation. (2007). 518--523.
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Pattern-Constrained Test Case Generation. (2007). 518--523.
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Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. (2007). 31-38.
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Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. (2007). 31-38.
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Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. (2007). 31-38.
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Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. (2007). 31--38.
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Semiautomatische Erstellung diagnostischer Trainingsfälle aus der elektronischen Patientenakte - Anonymisierung, Strukturierung und Kodierung. (2007).
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Towards Confounding-Aware Subgroup Discovery. (2007).
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www.icd-forum.de - Ein internetbasiertes Programm für Patienten mit implantiertem Cardioverter Defibrillator. (2007).
2006 [ to top ]
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A Datagenerator for Evaluating Machine Learning Methods. in Künstliche Intelligenz (2006). (03) 57--63.
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A Datagenerator for Evaluating Machine Learning Methods. in Künstliche Intelligenz (2006). 3/06 57-63.
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A Methodological View on Knowledge-Intensive Subgroup Discovery. in LNAI (2006). 318--325.
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Adaptivity and Scheduling. (2006). 277--300.
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Akzeptanz eines Bilderfragen-Quizsystems in der Pathologieausbildung (Patho-WOQ). A. W. M. Löffler (red.) (2006).
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Approaches for resolving the dilemma between model structure refinement and parameter calibration in agent-based simulations,. (2006). 120--122.
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Case-Based Characterization and Analysis of Subgroup Patterns. (2006).
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Conservative and Creative Strategies for the Refinement of Scoring Rules. (2006). 408-413.
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Conservative and Creative Strategies for the Refinement of Scoring Rules. (2006). 408-413.
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Conservative and Creative Strategies for the Refinement of Scoring Rules. G. Sutcliffe, Goebel, R. (reds.) (2006). 408--413.
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Gray Box Robustness Testing of Rule Systems. (2006). 346-360.
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Introspective Subgroup Analysis for Interactive Knowledge Refinement. (2006). 402--407.
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Introspective Subgroup Analysis for Interactive Knowledge Refinement. (2006). 402-407.
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Learning for Analysis and Calibration in Agent-Based Simulation,. (2006).
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Relations between Visual and Textual Representations of Temporal Patterns for Medical Data Abstraction. Technical Report (394), (2006).
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SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery. (2006). 6-17.
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SD-Map -- A Fast Algorithm for Exhaustive Subgroup Discovery. in LNAI (2006). 6-17.
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SD-Map--A fast algorithm for exhaustive subgroup discovery. (2006). 6--17.
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Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures. in Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine (2006). 37(1) 19--30.
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Semi-Automatic Learning of Simple Diagnostic Scores utilizing Complexity Measures. in Artificial Intelligence in Medicine (2006). 37(1) 19-30.
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Semi-Distributed Development of Agent-Based Consultation Systems. (2006).
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Visual Development of Temporal Patterns for Medical Data Abstraction. (2006). 37-38.
2005 [ to top ]
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A Methodological View on Robustness Testing of Rule-Based Knowledge Systems. (2005). 131-138.
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Calibrating agent-based simulations. (2005).
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Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult). (2005).
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Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult). in LNAI (2005). 319–-329.
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Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult) [Extended version of KMM05 paper]. (2005).
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Evaluation and Optimization of Clinical Proceedingsesses with Multi-Agent Simulation. (2005).
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Evaluation of a novel case-based Training Program (d3web.Train) in Hematology. in Annals of Hematology (2005). Online First
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Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement. in LNI (2005). 101-106.
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Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement. (2005). 101-106.
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Experiences with generating diagnostic training cases from dismissal reports. (2005).
-
Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery. (2005). 647--652.
-
Interoperability of Case-Based Training Systems in Medicine: The CASEPORT Approach. (2005).
-
Interoperability of case-based training systems in medicine: The CASEPORT approach. (2005).
-
Profiling Examiners using Intelligent Subgroup Mining. (2005). 46--51.
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Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases. (2005). 65-78.
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Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version). in LNAI (2005). 65--78.
-
Semi-Automatic Generation of Test Cases by Case Morphing. (2005). 814-815.
-
Semi-Automatic Visual Subgroup Mining using VIKAMINE. in Journal of Universal Computer Science (2005). 11(11) 1752--1765.
-
Subgroup Mining for Interactive Knowledge Refinement. (2005). 453-462.
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Subgroup Mining for Interactive Knowledge Refinement. in LNAI 3581 (2005). 453--462.
-
User-Centered Consultation by a Society of Agents. (2005). 27--34.
-
Using Subgroup Mining for the Refinement of Knowledge Systems. (2005).
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Using Subgroup Mining for the Refinement of Knowledge Systems. (2005).
-
WOQ - Ein einfaches Autorensystem für skalierbare Bilderfragen-Quizsysteme im Web. (2005).
2004 [ to top ]
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An Agile Process Model for Developing Diagnostic Knowledge Systems. in Künstliche Intelligenz (2004). 3/04 12-16.
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Case-Based Approaches for Diagnosing Multiple Disorders. V. Barr, Markov, Z. (reds.) (2004). 154--159.
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Case-Based Approaches for Diagnosing Multiple Disorders. (2004). 154-159.
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Computerunterstützte, doppelt interaktive Schichtplanung für Pflegepersonal. (2004).
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EchoDOC - intelligentes Diagnose- und Dokumentationssystem für die TEE-Untersuchung. (2004).
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Generierung diagnostischer Trainingsfälle aus Arztbriefen. (2004).
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ILMAX: A System for Managing Experience Knowledge in a long-term Study of Stream Ecosystem Regeneration - An Application of Ecological Informatics. in Management of Environmental Quality: An International Journal (2004). 15(3) 306-317.
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Multi-Agent Modelling in Comparison to Standard Modelling. in Simulation News Europe (2004). (40) 3--9.
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Multiagentensysteme zur Simulation von Konsumentenverhalten,. (2004).
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Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases. (2004). 203--213.
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Refactoring Methods for Knowledge Bases. (2004). 157-171.
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Techniques for Analysis and Calibration of Multi-Agent Simulations. (2004).
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Towards Knowledge-Intensive Subgroup Discovery. (2004). 117--123.
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Using Automated Tests and Restructuring Methods for an Agile Development of Diagnostic Knowledge Systems. (2004). 319-324.
2003 [ to top ]
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Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults. (2003).
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Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults. (2003).
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Foraging success, recruitment benefits and spatial resource distribution. (2003).
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Formale Beschreibung fallbasierter diagnostischer Trainingssysteme. (2003).
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ILMAX: A System for Managing Experience Knowledge in a long--term Study of Stream Ecosystem Regeneration -- an Application of Ecological Informatics. (2003).
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Incremental Development of Diagnostic Set-Covering Models with Therapy Effects. in International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (2003). 11(Suppl. Issue 2) 25-49.
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Inductive Learning of Simple Diagnostic Scores. (2003). 23-30.
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Inductive Learning of Simple Diagnostic Scores. (2003). 23-30.
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Modelle für die Generierung von Folgesitzungen zur Therapieüberwachung in fallbasierten Trainingssystemen. (2003).
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QualiTEE - An Intelligent Guidance and Diagnosis System for the Documentation of Transesophageal Echocardiography Examinations. (2003).
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Wiederverwendung von Lernmaterialien für ein integriertes, systematisches und fallbasiertes Tutorsystem. (2003).
2002 [ to top ]
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HepatoConsult: A Knowledge-Based Second Opinion and Documentation System. in Artificial Intelligence in Medicine (2002). 24(3)
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Inductive Learning for Case-Based Diagnosis with Multiple Faults. (2002). 28-42.
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Inductive Learning for Case-Based Diagnosis with Multiple Faults. in LNAI (2002). (Vol. 2416) 28-42.
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Multi-Agent Modelling in Comparison to Standard Modelling. (2002). 105--110.
2001 [ to top ]
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Artificial Life Modelle für soziale Insekten. L. B. J. Wittmann (red.) (2001). 35--47.
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Computerunterstütztes problemorientiertes Lernen. J. Desel (red.) (2001). 135--156.
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Incremental Development of Diagnostic Set-Covering Models with Therapy Effects. (2001).
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Interaktive Dienstplanung in der Pflege. in Heilberufe (2001). (3) 32--33.
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Multimediale wissens- und fallbasierte Trainings- und Informationssysteme in der Medizin. (2001).
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Partiell-globales Scheduling von Logistikprozessen: Modell und Optimierungsstrategien für ein Multiagentensimulationssystem in der akut-stationären Versorgung. (2001).
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Terminverhandlung unter Agenten - von der Beispielanalyse zum Protokoll. (2001). 159--174.
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Terminverhandlungen unter Agenten - von der Beispielanalyse zum Protokoll. (2001). 159--174.
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UML for Behavior-Oriented Multi-Agent Simulations. B. Dunin-Keplicz, Nawarecki, E. (reds.) (2001).
2000 [ to top ]
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Agentenorientierte Modellierung vernetzter Logistikkreisläufe als Ausgangspunkt agentenbasierter Simulation - Beispiel Wöchnerinnenstation. (2000).
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Evidence-based Medicine for Defining Medical Knowledge Bases. (2000). 435--442.
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Knowledge Engineering. in Handbuch der Künstlichen Intelligenz (2000). 599--642.
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Knowledge Formalization Patterns. (2000).
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Konzept einer Schedulingkomponente für ein Krankenhaus-Multiagentensystem. (2000).
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Multiagentensysteme und Individuenbasierte Simulation - Proceedings ASIM-Workshop März 2000. (2000).
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Wissensbasierte Diagnosesysteme im Service Support - mit Erfahrungsberichten (2000). Springer Verlag.
1999 [ to top ]
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A new scheme for computer-supported continous medical education with control and evaluation mechanisms. (1999).
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A Parasite - Host Simulation Perspective on Virulence in Varroa jacobsoni. (1999).
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Diagnostische Modelle und Tutorsysteme zur Unterstützung ärztlicher Entscheidungsfindung. (1999). 175--206.
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Generierung flexibler intelligenter Trainingssysteme. in Künstliche Intelligenz (1999). (4) 12--18.
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Kalibrierung von Multiagentenmodellen. (1999).
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Knowledge-Based Diagnosis - Survey and Future Directions. (1999). 24--46.
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Knowledge-Based Systems - Survey and Future Directions (1999). Springer Verlag.
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Kooperiende Diagnoseagenten. in Informatik: Forschung und Entwicklung (1999). 14(3) 135-144.
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Meta Knowledge for Extending Diagnostic Consultation to Critiquing Systems. (1999). 367--372.
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Multi-agent simulation of diagnostic and logistic processes. (1999). 151--159.
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Multiagentensimulation logistischer Prozesse im Krankenhausszenario: Konzepte und Perspektiven. I. J. Timm (red.) (1999). 89--98.
1998 [ to top ]
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A Study in Knowledge Acquisition. (1998).
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Concepts for a Critiquing System in Vague Domains. (1998). 201--212.
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Evaluation medizinischer Diagnostik-Expertensysteme zur Wissensvermittlung. in Informatik, Biometrie und Epidemiologie in Medizin und Biologie (1998). 29(1) 48--59.
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INKAD: Intelligentes, kooperatives Assistenzsystem zur Dispositionsunterstützung in Produktionsplanungs- und Â--steuerungssystemen. (1998). 173--196.
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Knowledge Reuse among Diagnostic Problem Solving Methods in the Shell-Kit D3. in International Journal of Human-Computer Studies (1998). 627--649.
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Personaleinsatzplanung von Zugpersonal als mehrstufiges Zuordnungsproblem. (1998).
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Simulating Multiple Emergent Behaviors - exemplified in an Ant Colony. (1998).
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Task selection in honey bees - experiments using multi-agent simulation. (1998).
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The Multi-Agent Simulation Environment SeSAm. H. K. Büning (red.) (1998). 98--194.
1997 [ to top ]
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D3 - A new medium for Communication of Medical Knowledge. (1997).
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Didaktische Aspekte in fallorientierten intelligenten Trainingssystemen. (1997). 157--168.
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Komplexitäsreduktion durch grafische Wissensabstraktion. (1997). 61--78.
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Mehrfachverwendung von diagnostischen Wissensbasen in der Medizin. in Künstliche Intelligenz (1997). 97/3 15--23.
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Perspektiven wissensbasierter Arztbriefsysteme. (1997).
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Wissensbasierte Diagnose- und Informationssysteme mit dem Shell-Baukasten D3. (1997). 1--220.
1996 [ to top ]
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Agentenwelten und Simulationsmodelle. (1996).
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Cooperating Diagnostic Expert Systems. (1996).
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Ein Simulationssystem zur Darstellung emergenten Verhaltens. (1996). 51--62.
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Evaluation of a knowledge-based Tutorial program in rheumatology - a part of a mandatory course in internal medicine. (1996). 531--539.
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Expertensysteme. (1996). 169--180.
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Generating Case-Oriented Training From Diagnostic Expert Systems. in Machine Mediated Learning (1996). 5(3/4) 199--219.
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Wissensbasierte Diagnose- und Informationssysteme (1996). Springer Verlag.
1995 [ to top ]
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Diagnostic Training in Cardiology with an Intelligent Tutorial System. (1995).
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Evaluating Four Diagnostic Methods with Acute Abdominal Pain Cases. in Methods of Information in Medicine (1995). 34 361--368.
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Expertensysteme und Wissensmodellierung. G. Görz (red.) (1995). 705--753.
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Fallorientierter Neurologie-Trainer. in KI (Künstliche Intelligenz) (1995). (1) 52--54.
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Generated Critic in the Knowledge Based Neurology Trainer. (1995). 427--428.
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Generierung grafischer Wissenserwerbssysteme für starke Problemlösungsmethoden. in Künstliche Intelligenz (1995). 95/1 8--15.
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Problemlösungsmethoden in Expertensystemen. (1995). 195--197.
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Qualifizierende Arbeitsgestaltung mit tutoriellen Expertensystemen für technische Diagnoseaufgaben. (1995).
1994 [ to top ]
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Einsatz eines Tutorsystems in der Medizin. (1994).
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Experten- und Tutorsysteme in der Dermatologie. (1994).
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Knowledge-Based Systems in Medicine. (1994).
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Learning from Cases for Classification Problem Solving. (1994). 44--55.
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Problemlösen ohne Suchen? in Künstliche Intelligenz (1994). 94/1 73-78.
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Wiederverwendbare Bausteine für eine konfigurierbare Diagnostik-Shell. in Künstliche Intelligenz (1994). 94/2 13--18.
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Wissensrepräsentation und Problemlösungsverfahren in Expertensystemen. (1994). 73--96.
1993 [ to top ]
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Entwicklung lernförderlicher Expertensysteme. (1993). 414--428.
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Expertensysteme zur Labordateninterpretation. (1993).
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Generic Knowledge Base - Improving Acquisition of Declarative Knowledge. (1993). 351--354.
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Grafical Knowledge Acquisition for Medical Diagnostic Expert Systems. in Artificial Intelligence in Medicine (1993). 5 185--212.
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Medizinische Experten- und Tutorsysteme. (1993).
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Systematic Introduction to Expert Systems (1993). Springer Verlag.
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Wissenstransformationen von Diagnosewissen. (1993). 275--300.
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Über die tutorielle Nutzung medizinischer Diagnostik-Expertensysteme. (1993). 69--78.
1992 [ to top ]
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Auswahl eines Expertensystems zum Einsatz im elektrischen Energieversorgungsnetz. in Elektrizitätswirtschaft (1992). 91 1390-1395.
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COKE: Efficient Solving of Complex Assignment Problems with the Propose-and-Exchange Method. (1992). 136--143.
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Intelligente Tutorsysteme. in Informatik-Spektrum (1992). 15 195--207.
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Lehrbuch/Expertensystem-Kombination für die medizinische Ausbildung. in Deutsches Ärzteblatt (1992). 89 1247--1253.
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Towards Knowledge Acquisition by Experts. (1992). 546--555.
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Two Questions from Expert System Developers to Cognitive Scientists. in Lecture Notes in Artificial Intelligence (1992). 187--190.
1991 [ to top ]
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DAX / MED2: A Diagnostic Expert System for Quality Assurance of an Automatic Transmission Control Unit. (1991). 113--126.
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Einführung in Expertensysteme (1991). Springer Verlag.
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Improving Case-Based Classification with Expert Knowledge. (1991).
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Wissensrepräsentation mit Regeln. (1991). 123--130.
1990 [ to top ]
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Expertensysteme in der Medizin. (1990). 35--44.
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Medizinische Expertensysteme. (1990).
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Problemlösungsmethoden in Expertensystemen (1990). Springer Verlag.
1989 [ to top ]
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Das Diagnostik-Expertensystem-Shell MED2. (1989).
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Effizienzvergleich verschiedener COMMONLISP-Umgebungen mit einer Expertensystem-Anwendung. in Künstliche Intelligenz (1989). 89/1
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Knowledge Acquisition with the Classification Shell D3/CLASSIKA. (1989).
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Modellgestützte Diagnostik, KI-Lexikon. in Künstliche Intelligenz (1989). 89/3
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Potential and Limits of Artificial Intelligence in Medicine. (1989). 182--202.
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Von MED1 zu D3: die Evolution eines Expertensystem-Shells. (1989). 33--42.
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Wissensrepräsentationen und Inferenzstrategien,. (1989). 27--34.
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Wissensrepräsentationen und Problemlösungsstrategien in Expertensystemen. (1989). 167--187.
1988 [ to top ]
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A Knowledge Representation Concept Facilitating Construction and Maintenance of Large Knowledge Bases. in Methods of Information in Medicine (1988). 27 10--16.
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Einsatzmöglichkeiten ausgewählter neuartiger Diagnoseverfahren im Werkstättenbereich. (1988). 1--66.
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Qualitative Modelle in wissensbasierten Systemen. (1988). 183--244.
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Towards the Integration of Different Knowledge Sources for Medical Diagnosis. (1988). 73--74.
1987 [ to top ]
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Belief Revision in Diagnosis. (1987). 175--184.
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Diagnostik-Expertensysteme. in Informatik-Spektrum (1987). 293--308.
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Diagnostisches Problemlösen mit Expertensystemen (1987). Springer Verlag.
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Expertensysteme - Übersicht und exemplarische Einführung. (1987). 1--52.
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Requirements for a Classification Expert System Shell and their Realization in MED2. in Applied Artificial Intelligence (1987). 1 163--171.
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Zur Kopplung von Datenbanken und Expertensystemen. (1987). 23--34.
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Überblick über das Diagnostik-Expertensystem-Shell MED2. (1987). 356--375.
1986 [ to top ]
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Expertensysteme. in Informatik-Spektrum (1986). 9 1--13.
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Expertensysteme in der Medizin. in Computer-Magazin (1986). (9) 28--30.
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Hybride Diagnosebewertung. (1986). 332--342.
-
Standardized Forward and Hypothetico - Deductive Reasoning in Medical Diagnosis. (1986). 199--203.
1985 [ to top ]
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Erfahrungen aus drei Anwendungsprojekten mit MED1. (1985). 234--245.
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Künstliche Intelligenz und Expertensysteme. (1985). 71--73.
-
MED1 - an Intelligent Computer Program for Thoracic Pain Diagnosis. in Klinische Wochenschrift (1985). 63 511--517.
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MED2: How Domain Characteristics Induce Expert Systems Features. (1985). 272--284.
-
Simulation internistischer Entscheidungsfindung mit dem Expertensystem-Shell MED2. (1985).
1984 [ to top ]
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Diagnostic Reasoning with a Working Memory. (1984). 30--38.
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MED1 - ein Werkzeug für Diagnostik-Expertensysteme. (1984). 422--434.
1983 [ to top ]
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MED1 - ein heuristisches Diagnosesystem mit effizienter Kontrollstruktur. Technical Report (71), (1983).
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Overview on MED1: a Heuristic Diagnostics System with an Efficient Control Structure. (1983). 11-20.
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Towards a Comprehensive Medical Diagnostics System Operating as a Consilium of Concurrent Specialists. (1983). 488--491.
