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2022

Sultan Imangaliyev, Jörg Schlötterer, Folker Meyer, and Christin Seifert. Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data. Diagnostics. 2022. [doi]

BibTeX

@article{imangaliyevDiagnosisInflammatoryBowel2022,
  title = {Diagnosis of {{Inflammatory Bowel Disease}} and {{Colorectal Cancer}} through {{Multi-View Stacked Generalization Applied}} on {{Gut Microbiome Data}}},
  author = {Imangaliyev, Sultan and Schl{\"o}tterer, J{\"o}rg and Meyer, Folker and Seifert, Christin},
  year = {2022},
  month = oct,
  journal = {Diagnostics},
  volume = {12},
  number = {10},
  pages = {2514},
  issn = {2075-4418},
  doi = {10.3390/diagnostics12102514},
  langid = {english}
}

Van Bach Nguyen, Jörg Schlötterer, and Christin Seifert. Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent. 2022. arXiv. [doi]

BibTeX

@misc{Nguyen2022,
  title = {Explaining Machine Learning Models in Natural Conversations: {{Towards}} a Conversational {{XAI}} Agent},
  author = {Nguyen, Van Bach and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin},
  year = {2022},
  publisher = {{arXiv}},
  doi = {10.48550/ARXIV.2209.02552},
  copyright = {Creative Commons Attribution Non Commercial No Derivatives 4.0 International}
}

Saber Zerhoudi, Michael Granitzer, Christin Seifert, and Jörg Schlötterer. Evaluating Simulated User Interaction and Search Behaviour. Advances in Information Retrieval. 2022. Springer International Publishing. [doi]

BibTeX

@inproceedings{zerhoudiEvaluatingSimulatedUser2022,
  title = {Evaluating {{Simulated User Interaction}} and {{Search Behaviour}}},
  booktitle = {Advances in {{Information Retrieval}}},
  author = {Zerhoudi, Saber and Granitzer, Michael and Seifert, Christin and Schl{\"o}tterer, J{\"o}rg},
  year = {2022},
  publisher = {{Springer International Publishing}},
  address = {{Cham}},
  doi = {DOI: 10.1007/978-3-030-99739-7_28}
}

Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, and Christin Seifert. From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. 2022. arXiv. [doi]

BibTeX

@misc{nauta2022,
  title = {From Anecdotal Evidence to Quantitative Evaluation Methods: {{A}} Systematic Review on Evaluating Explainable {{AI}}},
  author = {Nauta, Meike and Trienes, Jan and Pathak, Shreyasi and Nguyen, Elisa and Peters, Michelle and Schmitt, Yasmin and Schl{\"o}tterer, J{\"o}rg and {van Keulen}, Maurice and Seifert, Christin},
  year = {2022},
  publisher = {{arXiv}},
  doi = {10.48550/ARXIV.2201.08164},
  copyright = {arXiv.org perpetual, non-exclusive license}
}

Paul Youssef, Jörg Schlötterer, Sultan Imangaliyev, and Christin Seifert. Model Personalization with Static and Dynamic Patients’ Data. Proc. ICDM Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH). 2022.

BibTeX

@inproceedings{Youssef2022_dmbih_model-personalizaton-patient-data,
  title = {Model Personalization with Static and Dynamic Patients' Data},
  booktitle = {Proc. {{ICDM}} Workshop on Data Mining in Biomedical Informatics and Healthcare ({{DMBIH}})},
  author = {Youssef, Paul and Schl{\"o}tterer, J{\"o}rg and Imangaliyev, Sultan and Seifert, Christin},
  year = {2022}
}

Van Bach Nguyen, Jan Trienes, Meike Nauta, Shreyasi Pathak, Paul Youssef, Sultan Imangaliyev, Jörg Schlötterer, and Christin Seifert. PPLM Revisited: Steering and Beaming a Lumbering Mammoth to Control Text Generation. ICLR Blog Track. 2022. [url]

BibTeX

@inproceedings{Nguyen2022_iclr-blog_pplmrevisiteds-mammoth,
  title = {{{PPLM}} Revisited: {{Steering}} and Beaming a Lumbering Mammoth to Control Text Generation},
  booktitle = {{{ICLR}} Blog Track},
  author = {Nguyen, Van Bach and Trienes, Jan and Nauta, Meike and Pathak, Shreyasi and Youssef, Paul and Imangaliyev, Sultan and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin},
  year = {2022},
  url = {https://iclr-blog-track.github.io/2022/03/25/PPLM/},
  keywords = {peer-other}
}

Saber Zerhoudi, Michael Granitzer, Christin Seifert, and Jörg Schlötterer. Simulating User Interaction and Search Behaviour in Digital Libraries. Proc. Italian Research Conference on Digital Libraries. 2022.

BibTeX

@inproceedings{zerhoudiSimulatingUserInteraction2022,
  title = {Simulating {{User Interaction}} and {{Search Behaviour}} in {{Digital Libraries}}},
  booktitle = {Proc. {{Italian Research Conference}} on {{Digital Libraries}}},
  author = {Zerhoudi, Saber and Granitzer, Michael and Seifert, Christin and Schl{\"o}tterer, J{\"o}rg},
  year = {2022},
  series = {{{IRCDL}}}
}

Jan Trienes, Jörg Schlötterer, Hans-Ulrich Schildhaus, and Christin Seifert. Patient-Friendly Clinical Notes: Towards a New Text Simplification Dataset. Proc. EMNLP Workshop on Text Simplification, Accessibility, and Readability (TSAR). 2022.

BibTeX

@inproceedings{Trienes2022_tsar_patient-friendly-clinical-notes,
  title = {Patient-Friendly Clinical Notes: {{Towards}} a New Text Simplification Dataset},
  booktitle = {Proc. {{EMNLP}} Workshop on Text Simplification, Accessibility, and Readability ({{TSAR}})},
  author = {Trienes, Jan and Schl{\"o}tterer, J{\"o}rg and Schildhaus, Hans-Ulrich and Seifert, Christin},
  year = {2022}
}

2021

Saber Zerhoudi, Michael Granitzer, Jörg Schlötterer, and Christin Seifert. Query Change as a Contextual Markov Model for Simulating User Search Behaviour. Proceedings of the 12th Forum for Information Retrieval Evaluation. 2021. Association for Computing Machinery. [doi]

BibTeX

@inproceedings{zerhoudiQueryChangeContextual2021,
  title = {Query {{Change}} as a {{Contextual Markov Model}} for {{Simulating User Search Behaviour}}},
  booktitle = {Proceedings of the 12th {{Forum}} for {{Information Retrieval Evaluation}}},
  author = {Zerhoudi, Saber and Granitzer, Michael and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin},
  year = {2021},
  series = {{{FIRE}} '21},
  publisher = {{Association for Computing Machinery}},
  doi = {10.1145/3503162.3503165}
}

Sahib Julka, Vishal Sowrirajan, Jörg Schlötterer, and Michael Granitzer. Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation. Machine Learning, Optimization, and Data Science. 2021. Springer International Publishing. [doi]

BibTeX

@inproceedings{Julka2022,
  title = {Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation},
  booktitle = {Machine Learning, Optimization, and Data Science},
  author = {Julka, Sahib and Sowrirajan, Vishal and Schl{\"o}tterer, J{\"o}rg and Granitzer, Michael},
  editor = {Nicosia, Giuseppe and Ojha, Varun and La Malfa, Emanuele and La Malfa, Gabriele and Jansen, Giorgio and Pardalos, Panos M. and Giuffrida, Giovanni and Umeton, Renato},
  year = {2021},
  pages = {436--450},
  publisher = {{Springer International Publishing}},
  address = {{Cham}},
  doi = {10.1007/978-3-030-95470-3_33},
  isbn = {978-3-030-95470-3}
}

Dou Liu, Tingting Zhu, Jörg Schlötterer, Christin Seifert, and Shenghui Wang. Rewriting Fictional Texts Using Pivot Paraphrase Generation and Character Modification. Text, Speech, and Dialogue. 2021. Springer International Publishing. [doi]

BibTeX

@incollection{liuRewritingFictionalTexts2021,
  title = {Rewriting {{Fictional Texts Using Pivot Paraphrase Generation}} and {{Character Modification}}},
  booktitle = {Text, {{Speech}}, and {{Dialogue}}},
  author = {Liu, Dou and Zhu, Tingting and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin and Wang, Shenghui},
  year = {2021},
  pages = {73--85},
  publisher = {{Springer International Publishing}},
  doi = {10.1007/978-3-030-83527-9_6}
}

Hendrik F.R. Schmidt, Jörg Schlötterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, and Folker Meyer. Towards a Trustworthy, Secure and Reliable Enclave for Machine Learning in a Hospital Setting: The Essen Medical Computing Platform (EMCP). 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI). 2021. [doi]

BibTeX

@inproceedings{Schmidt2021,
  title = {Towards a Trustworthy, Secure and Reliable Enclave for Machine Learning in a Hospital Setting: {{The Essen Medical Computing Platform}} ({{EMCP}})},
  booktitle = {2021 {{IEEE}} Third International Conference on Cognitive Machine Intelligence ({{CogMI}})},
  author = {Schmidt, Hendrik F.R. and Schl{\"o}tterer, J{\"o}rg and Bargull, Marcel and Nasca, Enrico and Aydelott, Ryan and Seifert, Christin and Meyer, Folker},
  year = {2021},
  pages = {116--123},
  doi = {10.1109/CogMI52975.2021.00023}
}

2020

Fabian Schliski, Jörg Schlötterer, and Michael Granitzer. Influence of Random Walk Parametrization on Graph Embeddings. Advances in Information Retrieval. 2020. Springer International Publishing.

BibTeX

@inproceedings{schliski2020ecir,
  title = {Influence of Random Walk Parametrization on Graph Embeddings},
  booktitle = {Advances in Information Retrieval},
  author = {Schliski, Fabian and Schl{\"o}tterer, J{\"o}rg and Granitzer, Michael},
  editor = {Jose, Joemon M. and Yilmaz, Emine and Magalh{\~a}es, Jo{\~a}o and Castells, Pablo and Ferro, Nicola and Silva, M{\'a}rio J. and Martins, Fl{\'a}vio},
  year = {2020},
  series = {{{ECIR}} 2020},
  pages = {58--65},
  publisher = {{Springer International Publishing}},
  address = {{Cham}},
  isbn = {978-3-030-45442-5}
}

Jörg Schlötterer, Christin Seifert, Christopher Satchell, and Michael Granitzer. QueryCrumbs Search Query History Visualization – Usability, Transparency and Long-Term Usage. Journal of Computer Languages. 2020. [doi]

BibTeX

@article{schloetterer2020cola,
  title = {{{QueryCrumbs}} Search Query History Visualization \textendash{} {{Usability}}, Transparency and Long-Term Usage},
  author = {Schl{\"o}tterer, J{\"o}rg and Seifert, Christin and Satchell, Christopher and Granitzer, Michael},
  year = {2020},
  journal = {Journal of Computer Languages},
  volume = {57},
  pages = {100941},
  issn = {2590-1184},
  doi = {10.1016/j.cola.2020.100941},
  keywords = {Information refinding,Information retrieval,Queryhistory visualization,Search experts,Search history}
}

Jörg Schlötterer. Supporting the Discovery of Long-Tail Resources on the Web. University of Passau. 2020.

BibTeX

@phdthesis{schlotterer2020supporting,
  title = {Supporting the Discovery of Long-Tail Resources on the Web},
  author = {Schl{\"o}tterer, J{\"o}rg},
  year = {2020},
  eprint = {urn:nbn:de:bvb:739-opus4-8539},
  eprinttype = {urn},
  school = {University of Passau},
  keywords = {peer-other}
}