C. Seifert

发表

Mobile Vision for Ambient Learning in Urban Environments

L. Paletta, G. Fritz, C. Seifert, 2004 .

Q-learning of sequential attention for visual object recognition from informative local descriptors

Lucas Paletta, Christin Seifert, Gerald Fritz, 2005, ICML.

How Accurate Does It Feel? – Human Perception of Different Types of Classification Mistakes

C. Seifert, Yvonne Kammerer, A. Papenmeier, 2022, CHI.

CLASSIFICATION : A CROSS DOMAIN APPROACH

C. Seifert, E. Lex, 2010 .

Supporting Web Surfers in Finding Related Material in Digital Library Repositories

Michael Granitzer, Christin Seifert, Jörg Schlötterer, 2016, TPDL.

Paragraph Detection for Online Zero-Effort Queries Lessons learned from Eye-Tracking Data

C. Seifert, 2017 .

Linked Data Query Wizard: A Novel Interface for Accessing SPARQL Endpoints

Michael Granitzer, Patrick Höfler, Eduardo E. Veas, 2014, LDOW.

D2.2 -- First Software Components for Presentation and Augmentation Interfaces

Christin Seifert, Jörg Schlötterer, Cecilia di Sciascio, 2014 .

From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI

C. Seifert, M. V. Keulen, Meike Nauta, 2022, ArXiv.

This Looks Like That, Because ... Explaining Prototypes for Interpretable Image Recognition

Jesper C. Provoost, C. Seifert, Meike Nauta, 2020, PKDD/ECML Workshops.

Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent

C. Seifert, Jörg Schlötterer, Van Bach Nguyen, 2022, ArXiv.

Simulating User Interaction and Search Behaviour in Digital Libraries

C. Seifert, M. Granitzer, Saber Zerhoudi, 2022, IRCDL.

The SimIIR 2.0 Framework: User Types, Markov Model-Based Interaction Simulation, and Advanced Query Generation

C. Seifert, Matthias Hagen, M. Granitzer, 2022, CIKM.

Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data

Folker Meyer, C. Seifert, S. Imangaliyev, 2022, Diagnostics.

Radiology report generation for proximal femur fractures using deep classification and language generation models

C. Seifert, Meike Nauta, O. Vijlbrief, 2022, Artif. Intell. Medicine.

Generating Synthetic Training Data for Supervised De-Identification of Electronic Health Records

Dolf Trieschnigg, Christin Seifert, Jan Trienes, 2021, Future Internet.

Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts under Precision and Recall Constraints pdf

Christin Seifert, Martin Toepfer, C. Seifert, 2018, TPDL.

Crowdsourcing Fact Extraction from Scientific Literature

Roman Kern, Michael Granitzer, Patrick Höfler, 2013, CHI-KDD.

Text Representation for Efficient Document Annotation

Roman Kern, Michael Granitzer, Christin Seifert, 2013, J. Univers. Comput. Sci..

Visually Supported Supervised Machine Learning

Christin Seifert, C. Seifert, 2012 .

Word Clouds for Efficient Document Labeling

Michael Granitzer, Christin Seifert, Eva Ulbrich, 2011, Discovery Science.

Classifier Hypothesis Generation Using Visual Analysis Methods

Michael Granitzer, Christin Seifert, Vedran Sabol, 2010, NDT.

Graph Visualization Using Hierarchical Edge Routing and Bundling

Wolfgang Kienreich, Christin Seifert, Vedran Sabol, 2012, EuroVA@EuroVis.

The Best of Both Worlds: Challenges in Linking Provenance and Explainability in Distributed Machine Learning

Stefanie Scherzinger, Christin Seifert, Lena Wiese, 2019, 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS).

From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI

C. Seifert, M. V. Keulen, Meike Nauta, 2022, ACM Comput. Surv..

Neural Prototype Trees for Interpretable Fine-grained Image Recognition pdf

Christin Seifert, Meike Nauta, Ron van Bree, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Causal Discovery with Attention-Based Convolutional Neural Networks

Doina Bucur, Christin Seifert, Meike Nauta, 2019, Mach. Learn. Knowl. Extr..

A Mobile Vision System for Urban Detection with Informative Local Descriptors

Lucas Paletta, Christin Seifert, Gerald Fritz, 2006, Fourth IEEE International Conference on Computer Vision Systems (ICVS'06).

Mobile Application Systems using Visual Object and Position Awareness

Mathias Schardt, Lucas Paletta, Patrick Luley, 2005 .

Building Detection from Mobile Imagery Using Informative SIFT Descriptors

Manish Kumar, Lucas Paletta, Christin Seifert, 2005, SCIA.

A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports

Jeroen Geerdink, Onno Vijlbrief, Elisa Nguyen, 2020, 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI).

Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges

Karin M. Verspoor, Johannes Schantl, Andreas Holzinger, 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics.

Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance

Christin Seifert, Jeroen Geerdink, Onno Vijlbrief, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

It’s Complicated: The Relationship between User Trust, Model Accuracy and Explanations in AI

G. Englebienne, C. Seifert, A. Papenmeier, 2022, ACM Trans. Comput. Hum. Interact..

How model accuracy and explanation fidelity influence user trust pdf

Gwenn Englebienne, Christin Seifert, Andrea Papenmeier, 2019, IJCAI 2019.

Uncovering and Correcting Shortcut Learning in Machine Learning Models for Skin Cancer Diagnosis

C. Seifert, Meike Nauta, Ricky Walsh, 2021, Diagnostics.

Towards a feature-rich data set for personalized access to long-tail content

Michael Granitzer, Christin Seifert, Jörg Schlötterer, 2015, SAC.

From Context-Aware to Context-Based: Mobile Just-In-Time Retrieval of Cultural Heritage Objects

Michael Granitzer, Christin Seifert, Jörg Schlötterer, 2015, ECIR.

Ubiquitous Access to Digital Cultural Heritage

Werner Bailer, Roman Kern, Hermann Ziak, 2017, Journal on Computing and Cultural Heritage.

Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports pdf

Andreas Peter, Marco Caselli, Christin Seifert, 2020, ArXiv.

A Game with a Purpose to Access Europe's Cultural Treasure

Michael Granitzer, Christin Seifert, Jörg Schlötterer, 2015, GamifIR@ECIR.

STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring

Christin Seifert, Sunil Belur Nagaraj, Shreyasi Pathak, 2021, Artif. Intell. Medicine.

Visual Exploration of Feature-Class Matrices for Classification Problems

Wolfgang Kienreich, Christin Seifert, C. Seifert, 2012, EuroVA@EuroVis.

Literature Survey: The Reorderable Matrix

Christin Seifert, Weinan Huang, Marco Garcia, 2010 .

Visualizations of Deep Neural Networks in Computer Vision: A Survey

Sebastian Grottel, Christin Seifert, Stefan Gumhold, 2017 .

Model Personalization with Static and Dynamic Patients' Data

C. Seifert, S. Imangaliyev, Jörg Schlötterer, 2022, 2022 IEEE International Conference on Data Mining Workshops (ICDMW).

QueryCrumbs search query history visualization - Usability, transparency and long-term usage

Michael Granitzer, Jörg Schlötterer, Christin Seifert, 2020, J. Comput. Lang..

Fusion architectures for automatic subject indexing under concept drift

Christin Seifert, Martin Toepfer, C. Seifert, 2018, International Journal on Digital Libraries.

Descriptor-Invariant Fusion Architectures for Automatic Subject Indexing

Christin Seifert, Martin Toepfer, C. Seifert, 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL).

Analysis of machine learning techniques for context extraction

Andreas S. Rath, Stefanie N. Lindstaedt, Mark Kröll, 2008, 2008 Third International Conference on Digital Information Management.

User-Based Active Learning

Michael Granitzer, Christin Seifert, C. Seifert, 2010, 2010 IEEE International Conference on Data Mining Workshops.

Efficient Cross-Domain Classification of Weblogs

Elisabeth Lex, Michael Granitzer, Christin Seifert, 2010 .

Cross-domain classification: Trade-off between complexity and accuracy

Michael Granitzer, Christin Seifert, Elisabeth Lex, 2009, 2009 International Conference for Internet Technology and Secured Transactions, (ICITST).

Automated Blog Classification: A Cross-Domain Approach

Elisabeth Lex, Michael Granitzer, Christin Seifert, 2009, ICWI 2009.

Towards Disambiguating Web Tables

Michael Granitzer, Christin Seifert, Stefan Zwicklbauer, 2013, SEMWEB.

Do We Need Entity-Centric Knowledge Bases for Entity Disambiguation?

Michael Granitzer, Christin Seifert, Stefan Zwicklbauer, 2013, i-Know '13.

Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education

Bart P. Knijnenburg, A. Hanbury, Ben Carterette, 2023 .

Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers

C. Seifert, N. Strisciuglio, Adina Aldea, 2022, ArXiv.

Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing

C. Seifert, Jörg Schlötterer, Paul Youssef, 2023, CLINICALNLP.

Automatic Process Comparison for Subpopulations: Application in Cancer Care †

Maurice van Keulen, Christin Seifert, Faiza Allah Bukhsh, 2020, International journal of environmental research and public health.

Comparing Process Models for Patient Populations: Application in Breast Cancer Care

Christin Seifert, Maurice van Keulen, Faiza Allah Bukhsh, 2019, Business Process Management Workshops.

On the Beauty and Usability of Tag Clouds

Wolfgang Kienreich, Michael Granitzer, Barbara Kump, 2008, 2008 12th International Conference Information Visualisation.

Towards Generating Consumer Labels for Machine Learning Models

Stefanie Scherzinger, Christin Seifert, Lena Wiese, 2019, 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI).

Database and Expert Systems Applications

Francesco Marcelloni, Davide Verzotto, Mourad Elloumi, 2018, Communications in Computer and Information Science.

Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent

C. Seifert, Jörg Schlötterer, Van Bach Nguyen, 2022, 2209.02552.

Understanding the Influence of Hyperparameters on Text Embeddings for Text Classification Tasks

Christin Seifert, C. Seifert, Nils Witt, 2017, TPDL.

Search-based entity disambiguation with document-centric knowledge bases

Michael Granitzer, Christin Seifert, Stefan Zwicklbauer, 2015, I-KNOW.

From General to Specialized Domain: Analyzing Three Crucial Problems of Biomedical Entity Disambiguation

Michael Granitzer, Christin Seifert, Stefan Zwicklbauer, 2015, DEXA.

On Joint Representation Learning of Network Structure and Document Content

Christin Seifert, Jörg Schlötterer, Michael Granitzer, 2017, CD-MAKE.

Vote/Veto Meta-Classifier for Authorship Identification - Notebook for PAN at CLEF 2011

C. Seifert, M. Granitzer, Roman Kern, 2011, CLEF.

Digital Library Content in the Social Web: Resource Usage and Content Injection

Michael Granitzer, Christin Seifert, Nils Witt, 2015 .

Explaining Topical Distances Using Word Embeddings

Michael Granitzer, Christin Seifert, Nils Witt, 2016, 2016 27th International Workshop on Database and Expert Systems Applications (DEXA).

Robust and Collective Entity Disambiguation through Semantic Embeddings

Michael Granitzer, Christin Seifert, Stefan Zwicklbauer, 2016, SIGIR.

Airport Restroom Cleanliness Prediction Using Real Time User Feedback Data

Christin Seifert, Elena Mocanu, Kilian Ros, 2019, 2019 IEEE 5th International Conference on Collaboration and Internet Computing (CIC).

Effectiveness of neural language models for word prediction of textual mammography reports

Mihai David Marin, Elena Mocanu, Christin Seifert, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Deep Sleep Stage Detection

G. Englebienne, C. Seifert, Changqing Lu, 2020 .

Interactive Explanations of Internal Representations of Neural Network Layers: An Exploratory Study on Outcome Prediction of Comatose Patients

Maurice van Keulen, Christin Seifert, Michel J. A. M. van Putten, 2020, KDH@ECAI.

Visual Analysis and Knowledge Discovery for Text

Wolfgang Kienreich, Michael Granitzer, Christin Seifert, 2014, Large-Scale Data Analytics.

A Novel Visualization Approach for Data-Mining-Related Classification

Christin Seifert, Elisabeth Lex, C. Seifert, 2009, 2009 13th International Conference Information Visualisation.

Focus Paragraph Detection for Online Zero-Effort Queries: Lessons learned from Eye-Tracking Data

Raimund Dachselt, Christin Seifert, Jörg Schlötterer, 2017, CHIIR.

Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records

Maurice van Keulen, Christin Seifert, Frank Ruis, 2020, 2020 International Conference on Data Mining Workshops (ICDMW).

Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records

Djoerd Hiemstra, Dolf Trieschnigg, Christin Seifert, 2020, HSDM@WSDM.

Evaluating CNN interpretability on sketch classification

Abraham Theodorus, Meike Nauta, Christin Seifert, 2020, International Conference on Machine Vision.

Attentive Object Detection Using an Information Theoretic Saliency Measure

Horst Bischof, Lucas Paletta, Christin Seifert, 2004, WAPCV.

Stress Maps: Analysing Local Phenomena in Dimensionality Reduction Based Visualisations

Wolfgang Kienreich, Christin Seifert, Vedran Sabol, 2010, EuroVAST@EuroVis.

D6.1 -- Policy Model for Privacy Preservation and Feasibility Report

Lionel Brunie, Thomas Cerqueus, Omar Hasan, 2013 .

Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP) pdf

Folker Meyer, Christin Seifert, Jörg Schlötterer, 2021, 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI).

Who Cites What in Computer Science? - Analysing Citation Patterns Across Conference Rank and Gender

Christin Seifert, Tobias Milz, C. Seifert, 2018, TPDL.

Analysing Author Self-citations in Computer Science Publications

Christin Seifert, Tobias Milz, C. Seifert, 2018, DEXA Workshops.

The SimIIR 2.0 Framework: User Types, Markov Model-Based Interaction Simulation, and Advanced Query Generation

C. Seifert, Matthias Hagen, M. Granitzer, 2022, CIKM.

Evaluation of Automatic Linking Strategies for Wikipedia Pages

Michael Granitzer, Christin Seifert, Peter Kemper, 2008 .

A Generic Framework for Visualizing the News Article Domain and its Application to Real-World Data

Wolfgang Kienreich, Michael Granitzer, Christin Seifert, 2008, J. Digit. Inf. Manag..

Window Detection in Facades

Lucas Paletta, Gerhard Paar, Christin Seifert, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).