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Lst. für Medizinische Datenwissenschaften in der Onkologie, Medizin
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Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.
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A Second Look on BASS : Boosting Abstractive Summarization with Unified Semantic GraphsIn: Advances in Information Retrieval: Proceedings, Part IV / 46th European Conference on Information Retrieval (ECIR 2024): 24–28 March 2024; Glasgow, UK / Goharian, Nazli; Tonellotto, Nicola; He, Yulan; Lipani, Aldo; McDonald, Graham; Macdonald, Craig; Ounis, Iadh (Hrsg.) (2024) S. 99 - 114Online Volltext: dx.doi.org/
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Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT ModelsIn: Diagnostics Jg. 13 (2023) Nr. 7, 1251Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Benchmarking eXplainable AI : A Survey on Available Toolkits and Open ChallengesIn: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23) / Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23), 19th-25th August 2023, Macao (2023) S. 6665 - 6673
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Channel Contribution in Deep Learning Based Automatic Sleep Scoring : How Many Channels Do We Need?In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (T-NSRE) Jg. 31 (2023) S. 494 - 505Online Volltext: dx.doi.org/ (Open Access)
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Explainable AI in medical imaging : An overview for clinical practitioners - Saliency-based XAI approachesIn: European Journal of Radiology Jg. 162 (2023) 110787Online Volltext: dx.doi.org/
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Explainable AI in medical imaging : An overview for clinical practitioners – Beyond saliency-based XAI approachesIn: European Journal of Radiology Jg. 162 (2023) 110786Online Volltext: dx.doi.org/
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From Anecdotal Evidence to Quantitative Evaluation Methods : A Systematic Review on Evaluating Explainable AIIn: ACM Computing Surveys Jg. 55 (2023) Nr. 13, 295Online Volltext: dx.doi.org/ (Open Access)
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From Black Boxes to Conversations : Incorporating XAI in a Conversational AgentIn: Explainable Artificial Intelligence: Proceedings / Longo, Luca; First World Conference, xAI 2023; Lisbon, Portugal; July 26–28, 2023 (2023) S. 71 - 96Online Volltext: dx.doi.org/
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Know What Not To Know : Users' Perception of Abstaining ClassifiersIn: Companion Publication of the 2023 ACM Designing Interactive Systems Conference / Byrne, Daragh; Martelaro, Nikolas; Boucher, Andy; Chatting, David; Alaoui, Sarah Fdili; Fox, Sarah; Nicenboim, Iohanna; MacArthur, Cayley; DIS '23: Designing Interactive Systems Conference, Pittsburgh, PA, USA, July 10 - 14 2023 (2023) S. 169 - 172Online Volltext: dx.doi.org/
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Privacy-Preserving Knowledge Transfer through Partial Parameter SharingIn: Proceedings of the 5th Clinical Natural Language Processing Workshop / Naumann, Tristan; 14.07.2023, The 5th Workshop on Clinical Natural Language Processing (ClinicalNLP), July 14, 2023, Toronto / Abacha, Asma Ben; Bethard, Steven; Roberts, Kirk; Rumshisky, Anna (Hrsg.) (2023) S. 19 - 23Online Volltext: dx.doi.org/ (Open Access)
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Advances in Information Retrieval : 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II
44th European Conference on IR Research, ECIR 2022, 10-14 April 2022, Stavanger, Norway,In: Lecture Notes in Computer Science Cham; Berlin; Heidelberg Jg. 13186 (2022) XXXI, 605Online Volltext: dx.doi.org/ -
Advances in Information Retrieval : 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part I
44th European Conference on IR Research, ECIR 2022; April 10–14, 2022; Stavanger, Norway,In: Lecture Notes in Computer Science Cham Jg. 13185 (2022)Online Volltext: dx.doi.org/ -
Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome DataIn: Diagnostics Jg. 12 (2022) Nr. 10, 2514Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Evaluating Simulated User Interaction and Search BehaviourIn: Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II / 44th European Conference on IR Research, ECIR 2022, 10-14 April 2022, Stavanger, Norway / Hagen, Matthias; Verberne, Suzan; Macdonald, Craig; Seifert, Christin; Balog, Krisztian; Nørvåg, Kjetil; Setty, Vinay; Hagen, Matthias; Verberne, Suzan; Macdonald, Craig; Seifert, Christin; Balog, Krisztian; Nørvåg, Kjetil; Setty, Vinay (Hrsg.) (2022) S. 240 - 247Online Volltext: dx.doi.org/
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Explainable Radiomics by the example of malignant melanoma
32. Deutscher Hautkrebskongress (ADO-Jahrestagung), 14.–17. September 2022, Hannover, Germany,In: Journal der Deutschen Dermatologischen Gesellschaft (JDDG) Jg. 20 (2022) Nr. S3, S. 65 - 66Online Volltext: dx.doi.org/ -
How Accurate Does It Feel? : Human Perception of Different Types of Classification MistakesIn: CHI '22: CHI Conference on Human Factors in Computing Systems / CHI '22: CHI Conference on Human Factors in Computing Systems, 29 April - 5 May 2022, New Orleans / Association for Computing Machinery (ACM) (Hrsg.) (2022) 180Online Volltext: dx.doi.org/ (Open Access)
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It's Complicated : The Relationship between User Trust, Model Accuracy and Explanations in AIIn: ACM Transactions on Computer-Human Interaction (TOCHI) Jg. 29 (2022) Nr. 4, 35Online Volltext: dx.doi.org/ (Open Access)
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Model Personalization with Static and Dynamic Patients' DataIn: IEEE International Conference on Data Mining Workshops, ICDMW / 22nd IEEE International Conference on Data Mining Workshops; 28 November–1 December 2022; Orlando, Florida / Candan, K. Selçuk; Dinh, Thang N.; Thai, My T.; Washio, Takashi (Hrsg.) (2022) S. 324 - 333Online Volltext: dx.doi.org/
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PPLM Revisited : Steering and Beaming a Lumbering Mammoth to Control Text GenerationIn: The ICLR Blog Track (2022)Online Volltext (Open Access)
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PrefaceIn: Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part I / 44th European Conference on IR Research, ECIR 2022; April 10–14, 2022; Stavanger, Norway / Hagen, Matthias; Verberne, Suzan; Macdonald, Craig; Seifert, Christin; Balog, Krisztian; Nørvåg, Kjetil; Setty, Vinay (Hrsg.) (2022) S. V - VI
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Radiology report generation for proximal femur fractures using deep classification and language generation modelsIn: Artificial Intelligence in Medicine Jg. 128 (2022) 102281Online Volltext: dx.doi.org/ (Open Access)
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Simulating User Interaction and Search Behaviour in Digital LibrariesIn: Italian Research Conference on Digital Libraries 2022: Proceedings of the 18th Italian Research Conference on Digital Libraries / IRCDL 2022, Italian Research Conference on Digital Libraries 2022, Padua, Italy, February 24-25, 2022; Redavid, Domenico / Di Nunzio, Giorgio Maria; Portelli, Beatrice; Silvello, Gianmaria (Hrsg.) (2022)Online Volltext (Open Access)
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The SimIIR 2.0 Framework : User Types, Markov Model-Based Interaction Simulation, and Advanced Query GenerationIn: CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management / CIKM '22: The 31st ACM International Conference on Information and Knowledge Management, Atlanta GA USA, October, 17 - 21, 2022 / Al Hasan, Mohammad; Xiong, Li (Hrsg.) (2022) S. 4661 - 4666Online Volltext: dx.doi.org/ (Open Access)
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Uncovering and correcting shortcut learning in machine learning models for skin cancer diagnosisIn: Diagnostics Jg. 12 (2022) Nr. 1, 40Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Comparing three machine learning approaches to design a risk assessment tool for future fractures : predicting a subsequent major osteoporotic fracture in fracture patients with osteopenia and osteoporosisIn: Osteoporosis International Jg. 32 (2021) Nr. 3, S. 437 - 449Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Generating synthetic training data for supervised de-identification of electronic health recordsIn: Future Internet Jg. 13 (2021) Nr. 5, 136Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Message from IEEE CogMI 2021 General Chairs and PC ChairsIn: Proceedings of the IEEE 3rd International Conference on Cognitive Machine Intelligence: CogMI 2021 / 3rd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2021, 13 - 15 December 2021, Virtual Conference / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2021) S. X - XIOnline Volltext: dx.doi.org/ (Open Access)
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Neural Prototype Trees for Interpretable Fine-grained Image RecognitionIn: Proceedings 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021 / IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 20-25 June 2021, Nashville, TN, USA / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2021) S. 14928 - 14938Online Volltext: dx.doi.org/ (Open Access)
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Query Change as a Contextual Markov Model for Simulating User Search BehaviourIn: FIRE 2021: Proceedings of the 13th annual meeting of the Forum for Information Retrieval Evaluation / FIRE 2021, Forum for Information Retrieval Evaluation, 13-17 December 2021, Virtual Event, India / Association for Computing Machinery (ACM) (Hrsg.) (2021) S. 43 - 51Online Volltext: dx.doi.org/ (Open Access)
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Rewriting Fictional Texts Using Pivot Paraphrase Generation and Character ModificationIn: Text, Speech, and Dialogue: Proceedings / 24th International Conference, TSD 2021, Olomouc, Czech Republic, September 6–9, 2021 / Ekštein, Kamil; Pártl, František; Konopík, Miloslav (Hrsg.) (2021) S. 73 - 85Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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STQS : Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoringIn: Artificial Intelligence in Medicine Jg. 114 (2021) 102038Online Volltext: dx.doi.org/ (Open Access)
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This Looks Like That, Because ... : Explaining Prototypes for Interpretable Image RecognitionIn: Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I / XKDD 2021 : 3rd International Workshop on eXplainable Knowledge Discovery in Data Mining, 13 - 17 Sep 2021, Virtual Event / Schiele, Gregor; et al. (Hrsg.) (2021) S. 441 - 456Online Volltext: dx.doi.org/ (Open Access)
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Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting : The Essen Medical Computing Platform (EMCP)In: Proceedings of the IEEE 3rd International Conference on Cognitive Machine Intelligence: CogMI 2021 / 3rd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2021, 13 - 15 December 2021, Virtual Conference / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2021) S. 116 - 123Online Volltext: dx.doi.org/ (Open Access)
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A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology ReportsIn: Proceedings of the IEEE 2nd International Conference on Cognitive Machine Intelligence: CogMI 2020 / 2nd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2020, 1-3 December 2020, Virtual Conference (28-31 Oct 2020, Atlanta, USA) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2020) S. 72 - 81Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Automatic Process Comparison for Subpopulations : Application in Cancer CareIn: International Journal of Environmental Research and Public Health = IJERPH Jg. 17 (2020) Nr. 16, 5707Online Volltext: dx.doi.org/ (Open Access)
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Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical RecordsIn: Health Search and Data Mining Workshop: Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop / 1st ACM WSDM Health Search and Data Mining Workshop (HSDM2020), 3 February 2020, Houston, TX, USA / Eickhoff, Carsten; Kim, Yubin; White, Ryen (Hrsg.) (2020) S. 3 - 11Online Volltext (Open Access)
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Effectiveness of neural language models for word prediction of textual mammography reportsIn: IEEE International Conference on Systems, Man, and Cybernetics: Proceedings / 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) , 11-14 October 2020, Toronto, Canada / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2020) S. 1596 - 1603Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Evaluating CNN Interpretabilty on Sketch ClassificationIn: Twelfth International Conference on Machine Vision (ICMV 2019) / 12th International Conference on Machine Vision (ICMV 2019), 16-18 November 2019, Amsterdam, Netherlands / Osten, Wolfgang; Nikolaev, Dmitry P. (Hrsg.) (2020) 114331QOnline Volltext: dx.doi.org/ Online Volltext (Open Access)
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Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health RecordsIn: Proceedings 20th IEEE International Conference on Data Mining Workshops / 20th IEEE International Conference on Data Mining Workshops (ICDM Workshops), 17-20 November 2020, Virtual Conference / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2020)Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Interactive Explanations of Internal Representations of Neural Network Layers : An Exploratory Study on Outcome Prediction of Comatose PatientsIn: Knowledge Discovery in Healthcare Data 2020: Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data / 5th International Workshop on Knowledge Discovery in Healthcare Data (KDH 2020), 29-30 August 2020, Santiago de Compostela, Spain & Virtually / Bach, Kerstin; Bunescu, Razvan; Marling, Cindy; Wiratunga, Nirmalie (Hrsg.) (2020) S. 5 - 11Online Volltext (Open Access)
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Message from the General Chairs and PC ChairsIn: Proceedings 2020 IEEE 6th International Conference on Collaboration and Internet Computing: CIC 2020 / 6th International Conference on Collaboration and Internet Computing (CIC 2020), 1-3 December 2020, Virtual Conference / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2020) S. viii - ixOnline Volltext: dx.doi.org/ (Open Access)
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QueryCrumbs Search History Visualization : Usability, Transparency and Long-term UsageIn: Journal of Computer Languages Jg. 57 (2020) 100941Online Volltext: dx.doi.org/
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Scalable Interdisciplinary Data Science Teaching at the University of TwenteIn: Berlin Journal of Data Science / HTW Berlin (Hrsg.) Jg. 1 (2020) S. 20 - 27Online Volltext; Online Volltext (Open Access)
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rcATT : retrieving ATT\&CK tactics and techniques in cyber threat reports
FIRST Cyber Threat Intelligence Symposium, Zürich (CH), March 9-11, 2020,Zürich (2020) -
Airport Restroom Cleanliness Prediction Using Real Time User Feedback DataIn: Proceedings of the International Conference on Collaboration and Internet Computing / 5th International Conference on Collaboration and Internet Computing (CIC 2019), 12-14 December 2019, Los Angeles, California, USA / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2019) S. 1 - 10Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Causal Discovery with Attention-Based Convolutional Neural NetworksIn: Machine Learning and Knowledge Extraction Jg. 1 (2019) Nr. 1, S. 312 - 340Online Volltext: dx.doi.org/ (Open Access)
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Comparing Process Models for Patient Populations : Application in Breast Cancer CareIn: Business Process Management Workshops: Revised Selected Papers / BPM 2019 International Workshops (International Workshop Process-Oriented Data Science for Healthcare), 1-6 September 2019, Vienna, Austria / Di Francescomarino, Chiara (Hrsg.) (2019)Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality AssuranceIn: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) Jg. 17 (2019) Nr. 6,Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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The Best of both Worlds : Challenges in Linking Provenance and Explainability in Distributed MLIn: Proceedings 2019 39th IEEE International Conference on Distributed Computing Systems: ICDCS 2019 / 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), 7-9 July 2019, Richardson, Texas, United States / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2019) 1620-1629,Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Towards Generating Consumer Labels for Machine Learning ModelsIn: Proceedings of the IEEE First International Conference on Cognitive Machine Intelligence: CogMI 2019 / First International Conference on Cognitive Machine Intelligence, CogMI 2019, 12-14 December 2019, Los Angeles, California, USA / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2019) S. 173 - 179Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Visualising the Training Process of Convolutional Neural Networks for Non-ExpertsIn: Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg / 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 6-8 November 2019, Brussels, Belgium (2019)Online Volltext (Open Access)
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Analysing Author Self-Citations in Computer Science PublicationsIn: Database and Expert Systems Applications: Proceedings / DEXA 2018 International Workshops, BDMICS, BIOKDD, and TIR, 3–6 September 2018, Regensburg, Germany / Elloumi, Mourad; Granitzer, Michael; Hameurlain, Abdelkader; Seifert, Christin; Stein, Benno (Hrsg.) (2018) S. 289 - 300Online Volltext: dx.doi.org/
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Automatic Structuring of Breast Cancer Radiology Reports for Quality AssuranceIn: 18th IEEE International Conference on Data Mining Workshops: Proceedings / 18th IEEE International Conference on Data Mining Workshops (ICDMW 2018), 17-20 November 2018, Singapore / Tong, Hanghang; Li, Zhenhui (Jessie); Zhu, Feida; Yu, Jeffrey (Hrsg.) (2018) S. 732 - 739Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Collection-Document SummariesIn: Advances in Information Retrieval: Proceedings / 40th European Conference on IR Research, ECIR 2018, 26-29 March 2018, Grenoble, France / Pasi, Gabriella; Piwowarski, Benjamin; Azzopardi, Leif; Hanbury, Allan (Hrsg.) (2018) S. 638 - 643Online Volltext: dx.doi.org/ (Open Access)
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Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts under Precision and Recall ConstraintsIn: Digital Libraries for Open Knowledge: Proceedings / 22nd International Conference on Theory and Practice of Digital Libraries, TPDL 2018, 10–13 September 2018, Porto, Portugal / Méndez, Eva; Crestani, Fabio; Ribeiro, Cristina (Hrsg.) (2018) S. 3 - 15Online Volltext: dx.doi.org/
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Database and Expert Systems Applications : Proceedings
DEXA 2018 International Workshops, BDMICS, BIOKDD, and TIR, 3–6 September 2018, Regensburg, Germany,In: Communications in Computer and Information Science Cham Jg. 903 (2018)Online Volltext: dx.doi.org/ -
Fusion architectures for automatic subject indexing under concept driftIn: International Journal on Digital Libraries Jg. 21 (2018) Nr. 2, S. 169 - 189Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Most Important First : Keyphrase Scoring for Improved Ranking in Settings With Limited KeyphrasesIn: Discovery Science: Proceedings / 21st International Conference, DS 2018, 29–31 October 2018, Limassol, Cyprus / Soldatova, Larisa; Vanschoren, Joaquin; Papadopoulos, George; Ceci, Michelangelo (Hrsg.) (2018) S. 373 - 385Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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QueryCrumbs for Experts : A Compact Visual Query Support System to Facilitate Insights into Search Engine InternalsIn: Proceedings Information Visualization: Biomedical Visualization, Visualisation on Built and Rural Enviroments & Geometric Modelling and Imaging / 22nd International Conference Information Visualisation (IV18), 10-13 July 2018, Salerno, Italy / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2018) S. 78 - 84Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Who cites what in Computer Science? : Analysing Citation Patterns across Conference Rank and GenderIn: Digital Libraries for Open Knowledge: Proceedings / 22nd International Conference on Theory and Practice of Digital Libraries, TPDL 2018, 10–13 September 2018, Porto, Portugal / Méndez, Eva; Crestani, Fabio; Ribeiro, Cristina (Hrsg.) (2018) S. 321 - 325Online Volltext: dx.doi.org/
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Contextialized and personalized explanations of machine learning algorithms
Workshop on Trustworthy Algorithmic Decision-Making, 4-5 December 2017, Arlington,(2017)Online Volltext (Open Access) -
Descriptor-invariant Fusion Architectures for Automatic Subject IndexingIn: 2017 ACM/IEEE Joint Conference on Digital Libraries: (JCDL) / 17th ACM/IEEE Joint Conference on Digital Libraries (JCDL2017), 19-23 June 2017, Toronto (2017)Online Volltext: dx.doi.org/
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Focus Paragraph Detection for Online Zero-Effort Queries : Lessons Learned from Eye-Tracking DataIn: Proceedings of the 2017 Conference Human Information Interaction and Retrieval / CHIIR '17 - Conference on Human Information Interaction and Retrieval, 7 - 11 March 2017, Oslo Norway / Association for Computing Machinery (ACM) (Hrsg.) (2017) S. 301 - 304Online Volltext: dx.doi.org/
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Identifying Tweets from the Economic DomainIn: Theorie, Semantik und Organisation von Wissen / 13. Tagung der Deutschen Sektion der Internationalen Gesellschaft für Wissensorganisation (ISKO) in Verbindung mit dem 13. Internationalen Symposium der Informationswissenschaft der Higher Education Association for Information Science (HI), 19.-20.03.2013, Potsdam / Babik, Wieslaw; Ohly, H. Peter; Weber, Karsten (Hrsg.) (2017)Online Volltext: dx.doi.org/
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On Joint Representation Learning of Network Structure and Document ContentIn: Machine Learning and Knowledge Extraction / First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, 29. August - 1.September 2017, Reggio, Italy / Holzinger, Andreas; Kieseberg, Peter; Tjoa, A Min; Weippl, Edgar (Hrsg.) (2017) S. 237 - 251Online Volltext: dx.doi.org/
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QueryCrumbs : A Compact Visualization for Navigating the Search Query HistoryIn: Proceedings Information Visualization - Computer Graphics, Imaging and Visualisation: Biomedical Visualization, Visualisation on Built and Rural Enviroments & Geometric Modelling and Imaging / 21st International Conference Information Visualisation (IV17), 11-14 July 2017, London, United Kingdom / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2017) S. 35 - 44Online Volltext: dx.doi.org/
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Towards Semantic Quality Control of Automatic Subject IndexingIn: Research and Advanced Technology for Digital Libraries / 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, 18-21 September 2017, Thessaloniki, Greece / Kamps, Jaap; Tsakonas, Giannis; Manolopoulos, Yannis (Hrsg.) (2017)Online Volltext: dx.doi.org/
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Ubiquitous Access to Digital Cultural HeritageIn: Journal on Computing and Cultural Heritage / Association for Computing Machinery (ACM) (Hrsg.) Jg. 10 (2017) Nr. 1, 4Online Volltext: dx.doi.org/
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Understanding the Influence of Hyperparameters on Text Embeddings for Text Classification TasksIn: Research and Advanced Technology for Digital Libraries / 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, 18-21 September 2017, Thessaloniki, Greece / Kamps, Jaap; Tsakonas, Giannis; Manolopoulos, Yannis (Hrsg.) (2017) S. 193 - 204Online Volltext: dx.doi.org/
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Visualizations of Deep Neural Networks in Computer Vision : A SurveyIn: Transparent Data Mining for Big and Small Data / Cerquitelli, Tania; Quercia, Daniele; Pasquale, Frank (Hrsg.) (2017) S. 123 - 144Online Volltext: dx.doi.org/
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Bringing Library Content to the Users with EEXCESS-Extensions and Plugins : Open Source Solutions to distribute Cultural and Scientific Content
Library 2.016 "Libraries of the Future", 6 Oct 2016, Virtual Conferene,(2016) -
DoSeR : A Knowledge-Base-Agnostic Framework for Disambiguating Entities Using Semantic EmbeddingsIn: The Semantic Web: Latest Advances and New Domains; Proceedings / 13th International Conference, ESWC 2016, Heraklion, 29 May 29 - 2 June 2016, Crete, Greece / Sack, Harald; Blomqvist, Eva; d'Aquin, Mathieu (Hrsg.) (2016) S. 182 - 198Online Volltext: dx.doi.org/
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Evaluating Memory Efficiency and Robustness of Word EmbeddingsIn: Advances in Information Retrieval: Proceedings / 38th European Conference on IR Research, ECIR 2016, 20-23 March 2016, Padua, Italy / Ferro, Nicola (Hrsg.) (2016) S. 200 - 211Online Volltext: dx.doi.org/
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Explaining Topical Distances Using Word EmbeddingsIn: 27th International Workshop on Database and Expert Systems Applications: Proceedings / 27th International Workshop on Database and Expert Systems Applications (DEXA 2016), 5-8 September 2016, Porto, Portugal (2016) S. 212 - 217Online Volltext: dx.doi.org/ (Open Access)
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Extending the Language of the Web for Dynamic Content IntegrationIn: Information Technology & Computer Science: Abstracts / Twelfth Annual International Conference on Information Technology & Computer Science, 16-19 May 2016, Athens, Greece / Papanikos, Gregory T.; Athens Institute for Education and Research (Hrsg.) (2016) S. 49 - 51Online Volltext (Open Access)
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Robust and Collective Entity Disambiguation through Semantic EmbeddingsIn: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval / SIGIR '16: The 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, Pisa Italy, July 17 - 21, 2016 (2016) S. 425 - 434Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Supporting Web Surfers in Finding Related Material in Digital Library RepositoriesIn: Research and Advanced Technology for Digital Libraries: Proceedings / 20th International Conference on Theory and Practice of Digital Libraries, TPDL 2016, 5-9 September 2016, Hannover, Germany / Fuhr, Norbert; Kovacs, Laszlo; Risse, Thomas; Nejdl, Wolfgang (Hrsg.) (2016) S. 434 - 437Online Volltext: dx.doi.org/
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Taking Cultural and Scientific Content to Users through the EEXCESS ProjectIn: D-Lib Magazine / Corporation for National Research Initiatives (Hrsg.) Jg. 22 (2016) Nr. 3/4,Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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A Game with a Purpose to Access Europe's Cultural TreasureIn: Second International Workshop on Gamification for Information Retrieval / Second International Workshop on Gamification for Information Retrieval (GamifIR 2015), 29 March 2015, Vienna, Austria / Hopfgartner, Frank; Kazai, Gabriella; Kruschwitz, Udo; Meder, Michael (Hrsg.) (2015) S. 13 - 18Online Volltext (Open Access)
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Digital Library Content in the Social Web : Resource Usage and Content InjectionIn: STCSN-E-Letter Jg. 3 (2015) Nr. 1,
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EEXCESS : Personalisierter Zugriff auf Long-Tail-Inhalte – neue Methoden zur Verbreitung wissenschaftlich-kulturellen WissensIn: Information - Wissenschaft und Praxis (IWP) Jg. 66 (2015) Nr. 2–3, S. 103 - 110Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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EEXCESS - Toolbox for managing and disseminating digital library content
Emtacl15 - Emerging technologies in academic libraries, 20 - 22 April 2015, Trondheim, Norway,Trondheim (2015)Online Volltext (Open Access) -
From Context-Aware to Context-Based : Mobile Just-In-Time Retrieval of Cultural Heritage ObjectsIn: Advances in Information Retrieval / 37th European Conference on IR Research, ECIR 2015, 29 March - 2 April 2015, Vienna, Austria / Hanbury, Allan; Kazai, Gabriella; Rauber, Andreas; Fuhr, Norbert (Hrsg.) (2015) S. 805 - 808Online Volltext: dx.doi.org/
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From General to Specialized Domain : Analyzing Three Crucial Problems of Biomedical Entity DisambiguationIn: Database and Expert Systems Applications: Proceedings, Part I / 26th International Workshop on Database and Expert Systems Applications , DEXA 2015, 1-4 September 2015, Valencia, Spain / Chen, Qiming; Hameurlain, Abdelkader; Toumani, Farouk; Wagner, Roland (Hrsg.) (2015) S. 76 - 93Online Volltext: dx.doi.org/
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From Tail to Head : Browser Based Suggestion of Long-tail Resources
i-KNOW '14: 14th International Conference on Knowledge Technologies and Data-driven Business, 16-19 September 2014, Graz, Austria,(2015)Online Volltext (Open Access) -
Linking Biomedical Data to the CloudIn: Smart Health: Open Problems and Future Challenges / Holzinger, Andreas; Röcker, Carsten; Ziefle, Martina (Hrsg.) (2015) S. 209 - 235Online Volltext: dx.doi.org/
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Search-based Entity Disambiguation with Document-Centric Knowledge BasesIn: Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business / 15th International Conference on Knowledge Technologies and Data-Driven Business (i-KNOW '15), 21-22 October 2015, Graz, Austria / Association for Computing Machinery (ACM) (Hrsg.) (2015) 6Online Volltext: dx.doi.org/
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TIR 2015 Workshop PrefaceIn: Twenty-sixth International Workshop on Database and Expert Systems Applications: DEXA 2015 / 26th International Workshop on Database and Expert Systems Applications , DEXA 2015, 1-4 September 2015, Valencia, Spain / Spies, Marcus; Wagner, Roland R.; Tjoa, A Min (Hrsg.) (2015)Online Volltext: dx.doi.org/
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Towards a Feature-Rich Data Set for Personalized Access to Long-Tail ContentIn: Proceedings of the 30th Annual ACM Symposium on Applied Computing / 30th Annual ACM Symposium on Applied Computing (SAC 2015), 13-17 April 2015, Salamanca, Spain / Association for Computing Machinery (ACM) (Hrsg.) (2015) S. 1031 - 1038Online Volltext: dx.doi.org/
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User Interface Considerations for Browser-Based Just-In-Time RetrievalIn: Proceedings Information Visualization - Computer Graphics, Imaging and Visualisation: Biomedical Visualization, Visualisation on Built and Rural Enviroments & Geometric Modelling and Imaging / 19th International Conference on Information Visualisation (IV 2015), 22-24 July 2015, Barcelona, Spain / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2015) S. 460 - 467Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Balloon Synopsis : A Modern Node-Centric RDF Viewer and Browser for the WebIn: The Semantic Web: Revised Selected Papers / ESWC 2014 Satellite Events, Anissaras, Crete, Greece, May 25-29, 2014 / Presutti, Valentina; Blomqvist, Eva Blomqvist (Hrsg.) (2014) S. 249 - 253Online Volltext: dx.doi.org/
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Biomedical Text Mining : State-of-the-Art, Open Problems and Future ChallengesIn: Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges / Holzinger, Andreas; Jurisica, Igor (Hrsg.) (2014) S. 271 - 300Online Volltext: dx.doi.org/
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FacetScape : A Visualization for Exploring the Search SpaceIn: Proceedings Information Visualization: Visualisation, BioMedical Visualization, Visualisation on Built and Rural Environments & Geometric Modelling and Imaging / 18th International Conference on Information Visualisation (IV 2014), 16-18 July 2014, Paris, France / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2014) S. 94 - 101Online Volltext: dx.doi.org/
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Linked Data Query Wizard : A Novel Interface for Accessing SPARQL EndpointsIn: Proceedings of the Workshop on Linked Data on the Web co-located with the 23rd International World Wide Web Conference (WWW 2014) / LDOW 2014, Seoul, Korea, April 8, 2014 / Bizer, Christian; Heath, Tom; Auer, Sören; Berners-Lee, Tim (Hrsg.) (2014)Online Volltext (Open Access)
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Unleashing Semantics of Research DataIn: Specifying Big Data Benchmarks: Revised Selected Papers / First Workshop, WBDB 2012, San Jose, CA, USA, May 8-9, 2012, and Second Workshop, WBDB 2012, Pune, India, December 17-18, 2012 / Rabl, Tilmann; Poess, Meikel; Baru, Chaitanya; Jacobsen, Hans-Arno (Hrsg.) (2014) S. 103 - 112Online Volltext: dx.doi.org/
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Visual Analysis and Knowledge Discovery for TextIn: Large Scale Data Analytics / Gkoulalas-Divanis, Aris; Labbi, Abderrahim (Hrsg.) (2014) S. 189 - 218Online Volltext: dx.doi.org/
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Web-based Just-In-Time Retrieval for Cultural Content
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Crowdsourcing Fact Extraction from Scientific LiteratureIn: Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data / Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, 1-3 July 2013, Maribor, Slovenia / Holzinger, Andreas; Pasi, Gabriella (Hrsg.) (2013) S. 160 - 172Online Volltext: dx.doi.org/
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Do we need entity-centric knowledge bases for entity disambiguation?In: i-Know '13: Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies / 13th International Conference on Knowledge Management and Knowledge Technologies (i-Know '13), 4-6 September 2013, Graz, Austria / Lindstaedt, Stefanie; Granitzer, Michael (Hrsg.) (2013) 4Online Volltext: dx.doi.org/
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Text Representation for Efficient Document AnnotationIn: J.UCS: Journal of Universal Computer Science Jg. 19 (2013) Nr. 3, S. 383 - 405Online Volltext: dx.doi.org/
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Towards Disambiguating Web TablesIn: Proceedings of the ISWC 2013 Posters & Demonstrations Track a track within the 12th International Semantic Web Conference (ISWC 2013) / ISWC 2013 Posters & Demonstrations Track, 23 October 2013, Sydney, Australia / Blomqvist, Eva; Groza, Tudor (Hrsg.) (2013) S. 205 - 208Online Volltext (Open Access)
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Trusted facts : Triplifying primary research data enriched with provenance informationIn: The Semantic Web: ESWC 2013 Satellite Events / ESWC 2013 Satellite Events, 26-30 May 2013, Montpellier, France / Cimiano, Philipp; Fernández, Miriam; Lopez, Vanessa; Schlobach, Stefan; Völker, Johanna (Hrsg.) (2013) S. 268 - 270Online Volltext: dx.doi.org/
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Unfolding Cultural, Educational and Scientific Long-Tail Content in the WebIn: UMAP 2013 Extended Proceedings / Late-Breaking Results, Project Papers and Workshop Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization, 10-14 June 2013, Rome, Italy / Berkovsky, Shlomo; Herder, Eelco; Lops, Pasquale; Santos, Olga C. (Hrsg.) (2013)Online Volltext (Open Access)
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Graph Visualization Using Hierachical Edge BundlingIn: Proceedings 3rd International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2012 / 3rd International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2012, 4-5 June 2012, Vienna, Austria / The Eurographics Association; Matkovic, Kresimir; Santucci, Giuseppe (Hrsg.) (2012)Online Volltext: dx.doi.org/
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Seeing What the System Thinks You Know : Visualizing Evidence in an Open Learner ModelIn: LAK 2012: Proceedings of the 2nd International Conference on Learning Analytics and Knowledge / LAK 2012: Second International Conference on Learning Analytics and Knowledge, 29 April 2012- 2 May 2012, Vancouver, Canada / Association for Computing Machinery (ACM) (Hrsg.) (2012) S. 153 - 157Online Volltext: dx.doi.org/
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The efficiency of human cytomegalovirus pp65₄₉₅₋₅₀₃ CD8 ⁺T cell epitope generation is determined by the balanced activities of cytosolic and endoplasmic reticulum-resident peptidasesIn: The Journal of Immunology (JI) Jg. 189 (2012) Nr. 2, S. 529 - 538Online Volltext: dx.doi.org/
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Visual Exploration of Feature-Class Matrices for Classification ProblemsIn: Proceedings 3rd International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2012 / 3rd International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2012, 4-5 June 2012, Vienna, Austria / The Eurographics Association; Matkovic, Kresimir; Santucci, Giuseppe (Hrsg.) (2012)Online Volltext: dx.doi.org/
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Visual Ontology Alignment System : an EvaluationIn: Proceedings of SIGRAD / SIGRAD 2012 : interactive visual analysis of data, 29-30 November 2012, Växjö, Sweden / Kerren, Andreas; Seipel, Stefan (Hrsg.) (2012) S. 9 - 18
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A Hybrid System for German Encyclopedia AlignmentIn: International Journal on Digital Libraries Jg. 11 (2011) Nr. 1, S. 75 - 89Online Volltext: dx.doi.org/
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Visualizing Text Classification Models with Voronoi Word Clouds
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Vote/Veto Meta-Classifier for Authorship Identification : Notebook for PAN at CLEF 2011In: Working Notes for CLEF 2011 Conference / CLEF 2011 Conference, 19-22 September 2011, Amsterdam, The Netherlands / Petras, Vivien; Forner, Pamela; Clough, Paul; Ferro, Nicola (Hrsg.) (2011)Online Volltext (Open Access)
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Word Clouds for Efficient Document LabelingIn: Discovery Science / 14th International Conference, DS 2011, 5-7 October 2011, Espoo, Finland / Elomaa, Tapio; Hollmen, Jaakko (Hrsg.) (2011) S. 292 - 306Online Volltext: dx.doi.org/
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An Application of Edge Bundling Techniques to the Visualization of Media Analysis ResultsIn: Proceedings 14th International Conference Information Visualisation: IV 2010 / 14th International Conference Information Visualisation (IV 2010), 26 - 29 July 2010, London, United Kingdom / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2010) S. 375 - 380Online Volltext: dx.doi.org/
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Classifier Hypothesis Generation Using Visual Analysis MethodsIn: Networked Digital Technologies: Part I / Second International Conference, NDT 2010, 7-9 July 2010, Prague, Czech Republic / Zavoral, Filip; Yaghob, Jakub; Pichappan, Pit; El-Qawasmeh, Eyas (Hrsg.) (2010) S. 98 - 111Online Volltext: dx.doi.org/
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Efficient Cross-Domain Classification of WeblogsIn: International Journal of Computational Intelligence Research Jg. 1 (2010) Nr. 3, S. 55 - 62Online Volltext (Open Access)
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Integrating Node-Link-Diagrams and Information Landscapes : A Path-Finding ApproachIn: EuroVis 2010: Eurographics/IEEE-VGTC Symposium on Visualization 2010 / EuroVis 2010, 12th Eurographics IEEE VGTC Symposium on Visualization, 9 - 11 June 2010, Bordeaux, France / Melancon, Guy (Hrsg.) (2010)Online Volltext (Open Access)
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MyExperiences : Visualizing Evidence in an Open Learner Model
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Stress Maps : Analysing Local Phenomena in Dimensionality Reduction Based VisualizationsIn: EuroVAST 2010: International Symposium on Visual Analytics Science and Technology / International Symposium on Visual Analytics Science and Technology, 8 June 2010, Bordeaux, France / The Eurographics Association (Hrsg.) (2010) S. 13 - 18Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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User-based active learningIn: Proceedings of 10th International Conference on Data Mining Workshops: ICDM2010 / 10th IEEE International Conference on Data Mining Workshops (ICDMW2010), 13. Dec. 2010, Sydney, Australia, / Fan, Wei; Hsu, Wynne; Webb, Geoffrey I.; Liu, Bing; Zhang, Chengqi; Gunopulos, Dimitrios; Wu, Xindong (Hrsg.) (2010) S. 418 - 425Online Volltext: dx.doi.org/
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A Novel Visualization Approach for Data-Mining-Related ClassificationIn: Proceedings Information Visualization: IV 2009 / 13th International Conference Information Visualisation (IV 2009), 15 - 17 July 2009, Barcelona, Spain / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2009) S. 490 - 495Online Volltext: dx.doi.org/
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A Visualization to Investigate and Give Feedback to Classifiers
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Automated Blog Classification : A Cross-Domain ApproachIn: Proceedings of the IADIS International Conference WWW/Internet 2009 / IADIS International Conference WWW/Internet 2009, 19-22 November 2009, Rome, Italy / Isaías, Pedro (Hrsg.) (2009) S. 598 - 605Online Volltext (Open Access)
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Context based Wikipedia LinkingIn: Advances in Focused Retrieval: Revised and Selected Papers / 7th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2008), 15-18 December 2008, Dagstuhl Castle, Germany / Geva, Shlomo; Kamps, Jaap; Trotman, Andrew (Hrsg.) (2009) S. 354 - 365Online Volltext: dx.doi.org/
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Cross-Domain Classification : Trade-Off between Complexity and AccuracyIn: International Conference for Internet Technology and Secured Transactions / International Conference for Internet Technology and Secured Transactions (ICITST 2009), 9 - 12 Nov. 2009, London (2009)Online Volltext: dx.doi.org/
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Machine Learning based Work Task ClassificationIn: Journal of Digital Information Management (JDIM) / The Digital Information Research Foundation (Hrsg.) Jg. 7 (2009) Nr. 5, S. 306 - 313
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Scalable, interactive visualization of hierarchical knowledge repositories
3rd International Conference on Integrity, Reliability & Failure , 20-24 Jul 2009, Porto, Portugal,Porto (2009) -
A Generic Framework for Visualizing the News Article Domain and its Application to Real-World DataIn: Journal of Digital Information Management (JDIM) / The Digital Information Research Foundation (Hrsg.) Jg. 6 (2008) Nr. 6, S. 434 - 441
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APA Labs : An Experimental Web-Based Platform for the Retrieval and Analysis of News ArticlesIn: Proceedings International Conference on the Applications of Digital Information and Web Technologies: ICADIWT08 / First International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2008), 4 - 6 Aug. 2008, Ostrava, Czech Republic / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2008) S. 58 - 62Online Volltext: dx.doi.org/
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Analysis of Machine Learning Techniques for Context ExtractionIn: Proceedings of 2008 International Conference on Digital Information Management (ICDIM08) / Third International Conference on Digital Information Management (ICDIM 2008), 13 - 16 Nov. 2008, London, UK / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2008)Online Volltext: dx.doi.org/
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Context Resolution Strategies for Automatic Wikipedia LearningIn: INEX 2008 Workshoppre-proceedings / Event 7th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2008), 15-18 December 2008, Dagstuhl, Germany / Geva, Shlomo; Kamps, Jaap; Trotman, Andrew (Hrsg.) (2008) S. 292 - 304Online Volltext (Open Access)
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Evaluation of Automatic Linking Strategies for Wikipedia PagesIn: Proceedings of the IADIS International Conference WWW/Internet 2008 / IADIS International Conference on WWW/Internet 2008, 13-15 October 2008, Freiburg, Germany / Nunes, Miguel Baptista; Isaías, Pedro; Ifenthaler, Dirk (Hrsg.) (2008) S. 243 - 250Online Volltext (Open Access)
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On the beauty and usability of tag cloudsIn: Proceedings of 12th International Conference Information Visualisation: IV08 / 12th International Conference Information Visualisation (IV08), 9 - 11 July 2008, London, UK / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2008) S. 17 - 25Online Volltext: dx.doi.org/
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Learning to Detect Windows in Urban EnvironmentsIn: Performance Evaluation for Computer Vision / 31st AAPR/OAGM Workshop 2007, 3-4 May, 2007, Krumbach, Austria / Ponweiser, Wolfgang (Hrsg.) (2007) S. 73 - 80
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Window Detection in FacadesIn: Proceedings 14th International Conference on Image Analysis and Processing (ICIAP 2007) / 14th International Conference on Image Analysis and Processing (ICIAP 2007), 10 - 14 Sept. 2007, Modena, Italy / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2007) S. 837 - 842Online Volltext: dx.doi.org/
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A Mobile Vision System for Multimedia Tourist Applications in Urban EnvironmentIn: Proceedings of the IEEE Intelligent Transportation System Conference (ITSC2006) / IEEE Intelligent Transportation Systems Conference, 2006, 17-20 Sept. 2006, Toronto, ON, Canada, / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2006) S. 566 - 572Online Volltext: dx.doi.org/
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A Mobile Vision System for Urban Object Detection with Informative Local DescriptorsIn: ICVS06: Fourth IEEE International Conference on Computer Vision Systems / 4th IEEE International Conference on Computer Vision Systems (ICVS06), 4 - 7 Januar 2006, New York / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2006) Seite 30Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Local Descriptor Groupings in Reinforcement Learning of Sensory-Motor Attention
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A Multi-Sensor System for Mobile Services with Vision Enhanced Object and Location AwarenessIn: Proceedings of the 2005 Second IEEE International Workshop on Mobile Commerce and Services: (WMCS’05) / Second IEEE International Workshop on Mobile Commerce and Services (WMCS’05), 19. July 2005, München / IEEE Computer Society (Hrsg.) (2005) S. 52 - 58Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Attentive Object Detection Using an Information Theoretic Saliency MeasureIn: Attention and Performance in Computational Vision: Revised Selected Papers / Second International Workshop, WAPCV 2004, Prague, Czech Republic, May 15, 2004 / Paletta, Lucas; Tsotsos, John K.; Rome, Erich; Humphreys, Glyn W. (Hrsg.) (2005) S. 29 - 41Online Volltext: dx.doi.org/
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Building Detection from Mobile Phone Imagery Using Informative SIFT DescriptorsIn: Image Analysis: Proceedings / 14th Scandinavian Conference, SCIA 2005, 19-22 June 2005, Joensuu, Finland / Kalviainen, Heikki; Parkkinen, Jussi; Kaarna, Arto (Hrsg.) (2005) S. 629 - 638Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Cascaded Sequential Attention for Object Recognition with Informative Local Descriptors and Q-learning of Grouping StrategiesIn: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05): Workshops / 3rd International Workshop on Attention and Performance in Computational Vision, 21-23 Sept. 2005, San Diego / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) (2005)Online Volltext: dx.doi.org/ Online Volltext (Open Access)
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Contextual Working Memory for Trans-Saccadic Object Recognition Using Reinforcement Learning and Informative Local Descriptors
Twenty-eighth European Conference on Visual Perception, 22 – 26 August 2005, A Coruña, Spain,In: Perception Jg. 34 (2005) Nr. 1 Suppl., S. 69Online Volltext: dx.doi.org/ -
Intelligent Maps for Vision Enhanced Mobile Interfaces in Urban ScenariosIn: Proceedings of the 12th World Congress on Intelligent Transportation Systems and Services / 12th World Congress on Intelligent Transport Systems, 6-10 November 2005, San Francisco (2005) S. CD - ROMOnline Volltext (Open Access)
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Learning Informative SIFT Descriptors for Attentive Object DetectionIn: Proceedings of the Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition (HACIPPR 2005) / Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition - HACIPPR 2005, 11 - 13 May 2005, Veszprém, Hungary / Austrian Computer Society (OCG) (Hrsg.) (2005) S. 95 - 102
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Mobile Application Systems using Visual Object and Position AwarenessIn: Proceedings of the European Conference on Navigation, GNSS / European Conference on Navigation, GNSS 2005, 19-22 July 2005, München, Germany (2005)Online Volltext (Open Access)
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Mobile Vision for Ambient Learning in Urban EnvironmentsIn: Mobile learning anytime everywhere: A book of papers from MLEARN 2004 / International Conference on Mobile Learning, MLEARN 2004, 5-6 July 2004, Rome, Italy (2005)
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Perception-Action Based Object Detection From Local Descriptor Combination And Reinforcement LearningIn: Image Analysis: Proceedings / 14th Scandinavian Conference, SCIA 2005, 19-22 June 2005, Joensuu, Finland / Kalviainen, Heikki; Parkkinen, Jussi; Kaarna, Arto (Hrsg.) (2005) S. 639 - 648Online Volltext: dx.doi.org/
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Q-Learning of Sequential Attention for Visual Object Recognition from Informative Local DescriptorsIn: Proceedings of the 22nd international Conference on Machine Learning / 22nd International Conference on Machine Learning (ICML '05), 7-11 August 2005, Bonn / Association for Computing Machinery (ACM) (Hrsg.) (2005) S. 649 - 656Online Volltext: dx.doi.org/
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Reinforcement Learning of Informative Attention Patterns for Object RecognitionIn: Proceedings of the 4th International Conference on Development and Learning / 4th International Conference on Development and Learning, 2005, 19 - 21 July, 2005, Osaka, Japan (2005) S. 188 - 193Online Volltext: dx.doi.org/
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Sequential Attention and Saccadic Grouping for Object Discrimination Using Reinforcement LearningIn: Proceedings of the 1st Austrian Cognitive Vision Workshop, ACVW / 1st Austrian Cognitive Vision Workshop (ACVW), 31. Januar 2005, Zell an der Pram, Austria / Austrian Computer Society (OCG); Zillich, Michael (Hrsg.) (2005) S. 99 - 106
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Sequential Attention for Object Discrimination Using Reinforcement Learning from Informative DescriptorsIn: Proceedings of the Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition (HACIPPR 2005) / Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition - HACIPPR 2005, 11 - 13 May 2005, Veszprém, Hungary / Austrian Computer Society (OCG) (Hrsg.) (2005) S. 79 - 86
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Urban Object Recognition from Informative Local FeaturesIn: Proceedings of the 2005 IEEE International Conference on Robotics and Automation (ICRA) / IEEE International Conference on Robotics and Automation (ICRA), 18 - 22 April 2005, Barcelona, Spain (2005) S. 132 - 138Online Volltext: dx.doi.org/
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Visual Object Recognition in Mobile Imagery for Situated Tourist Information SystemsIn: Multimedia on Mobile Devices: Proceedings of Electronic Imaging, Science and Technology / Electronic Imaging, Science and Technology, 17 - 18 January 2005, San Jose, California, USA / SPIE (Hrsg.) (2005)Online Volltext: dx.doi.org/
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Entropy based Saliency Maps for Object Recognition
Early Cognitive Vision Workshop, ECOVISION 2004 - Isle of Skye, United Kingdom Duration: 29 May 2004 - 1 Jun 2004,Isle of Skye, UK (2004) -
Learning to Focus Attention on Discriminative Regions for Object DetectionIn: ECAI 2004: Proceedings of the 16th European Conference on Artificial Intelligence / 16th Eureopean Conference on Artificial Intelligence (ECAI2004) including Prestigious Applicants of Intelligent Systems (PAIS 2004), 22-27 August 2004, Valencia, Spain / López de Mántaras, Ramon; Saitta, Lorenza; Association for Computing Machinery (ACM) (Hrsg.) (2004) S. 932 - 936Online Volltext: dx.doi.org/ Online Volltext
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Rapid Object Recognition from Discriminative Regions of InterestIn: Proceedings of the 19th International Conference on Artificial Intelligence, AAAI / Nineteenth National Conference on Artificial Intelligence, Sixteenth Conference on Innovative Applications of Artificial Intelligence,25-29 July 2004, San Jose, California, USA (2004) S. 444 - 449
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Saccadic Object Recognition using a Markov Decision Process in a Cascaded Framework
Twenty-seventh European Conference on Visual Perception, 22 – 26 September 2004, Budapest, Hungary,In: Perception Jg. 33 (2004) Nr. 1 Suppl., S. 126Online Volltext: dx.doi.org/