default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Rafet Sifa
@inproceedings{DBLP:conf/naacl/AliFTRLLKEDBJWJAJSOWSKF24,
author = {Mehdi Ali and
Michael Fromm and
Klaudia Thellmann and
Richard Rutmann and
Max L{\"{u}}bbering and
Johannes Leveling and
Katrin Klug and
Jan Ebert and
Niclas Doll and
Jasper Schulze Buschhoff and
Charvi Jain and
Alexander Arno Weber and
Lena Jurkschat and
Hammam Abdelwahab and
Chelsea John and
Pedro Ortiz Suarez and
Malte Ostendorff and
Samuel Weinbach and
Rafet Sifa and
Stefan Kesselheim and
Nicolas Flores{-}Herr},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Tokenizer Choice For {LLM} Training: Negligible or Crucial?},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {3907--3924},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.247},
doi = {10.18653/V1/2024.FINDINGS-NAACL.247},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AliFTRLLKEDBJWJAJSOWSKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HillebrandPBS24,
author = {Lars Hillebrand and
Prabhupad Pradhan and
Christian Bauckhage and
Rafet Sifa},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {Pointer-Guided Pre-training: Infusing Large Language Models with Paragraph-Level
Contextual Awareness},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14944},
pages = {386--402},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70359-1\_23},
doi = {10.1007/978-3-031-70359-1\_23},
timestamp = {Fri, 06 Sep 2024 21:44:22 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HillebrandPBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04156,
author = {Lars Hillebrand and
Prabhupad Pradhan and
Christian Bauckhage and
Rafet Sifa},
title = {Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level
Contextual Awareness},
journal = {CoRR},
volume = {abs/2406.04156},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04156},
doi = {10.48550/ARXIV.2406.04156},
eprinttype = {arXiv},
eprint = {2406.04156},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KadorSBDS23,
author = {Rebecca Kador and
Helen Schneider and
David Biesner and
Babette Dellen and
Rafet Sifa},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Learning the Dynamics of Concentration Fields in Vascular Stenosis
with Deep Hidden Physics Models},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {2523--2528},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386807},
doi = {10.1109/BIGDATA59044.2023.10386807},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/KadorSBDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DeusserLHBKHKKLBS23,
author = {Tobias Deu{\ss}er and
David Leonhard and
Lars Hillebrand and
Armin Berger and
Mohamed Khaled and
Sarah Heiden and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Uncovering Inconsistencies and Contradictions in Financial Reports
using Large Language Models},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {2814--2822},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386673},
doi = {10.1109/BIGDATA59044.2023.10386673},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DeusserLHBKHKKLBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BergerHLDOKKKLBS23,
author = {Armin Berger and
Lars Hillebrand and
David Leonhard and
Tobias Deu{\ss}er and
Thiago Bell Felix De Oliveira and
Tim Dilmaghani Khameneh and
Mohamed Khaled and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Towards Automated Regulatory Compliance Verification in Financial
Auditing with Large Language Models},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {4626--4635},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386518},
doi = {10.1109/BIGDATA59044.2023.10386518},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/BergerHLDOKKKLBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/PielkaSS23,
author = {Maren Pielka and
Svetlana Schmidt and
Rafet Sifa},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Generating Prototypes for Contradiction Detection Using Large Language
Models and Linguistic Rules},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {4684--4692},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386499},
doi = {10.1109/BIGDATA59044.2023.10386499},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/PielkaSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SchneiderPBKLTNSAS23,
author = {Helen Schneider and
Priya Priya and
David Biesner and
Rebecca Kador and
Yannik C. Layer and
Maike Theis and
Sebastian Nowak and
Alois M. Sprinkart and
Ulrike I. Attenberger and
Rafet Sifa},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Is one label all you need? Single positive multi-label training in
medical image analysis},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {4963--4972},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386758},
doi = {10.1109/BIGDATA59044.2023.10386758},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SchneiderPBKLTNSAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SifaH23,
author = {Rafet Sifa and
Fabian Hadiji},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Towards Retention Analysis in NFT-based Blockchain Games},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {6271--6274},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386350},
doi = {10.1109/BIGDATA59044.2023.10386350},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/SifaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SifaY23,
author = {Rafet Sifa and
Edwin Yang},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {A Comparative Analysis of Data Augmentation Approaches for Improved
Minority Behavior Detection in Digital Games},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {6275--6278},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386540},
doi = {10.1109/BIGDATA59044.2023.10386540},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/SifaY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/HillebrandBDKKK23,
author = {Lars Hillebrand and
Armin Berger and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Mohamed Khaled and
Bernd Kliem and
R{\"{u}}diger Loitz and
Maren Pielka and
David Leonhard and
Christian Bauckhage and
Rafet Sifa},
title = {Improving Zero-Shot Text Matching for Financial Auditing with Large
Language Models},
booktitle = {Proceedings of the {ACM} Symposium on Document Engineering 2023, DocEng
2023, Limerick, Ireland, August 22-25, 2023},
pages = {9:1--9:4},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3573128.3609344},
doi = {10.1145/3573128.3609344},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/doceng/HillebrandBDKKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/PielkaSPS23,
author = {Maren Pielka and
Svetlana Schmidt and
Lisa Pucknat and
Rafet Sifa},
editor = {Jaap Kamps and
Lorraine Goeuriot and
Fabio Crestani and
Maria Maistro and
Hideo Joho and
Brian Davis and
Cathal Gurrin and
Udo Kruschwitz and
Annalina Caputo},
title = {Towards Linguistically Informed Multi-objective Transformer Pre-training
for Natural Language Inference},
booktitle = {Advances in Information Retrieval - 45th European Conference on Information
Retrieval, {ECIR} 2023, Dublin, Ireland, April 2-6, 2023, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13981},
pages = {553--561},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28238-6\_46},
doi = {10.1007/978-3-031-28238-6\_46},
timestamp = {Tue, 21 Mar 2023 16:23:57 +0100},
biburl = {https://dblp.org/rec/conf/ecir/PielkaSPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchneiderBABKHB23,
author = {Helen Schneider and
David Biesner and
Akash Ashokan and
Maximilian Bro{\ss} and
Rebecca Kador and
Sandra Halscheidt and
Gabor Bagyo and
Peter Dankerl and
Haissam Ragab and
Jin Yamamura and
Christoph Labisch and
Rafet Sifa},
title = {Segmentation and Analysis of Lumbar Spine {MRI} Scans for Vertebral
Body Measurements},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-88},
doi = {10.14428/ESANN/2023.ES2023-88},
timestamp = {Mon, 10 Jun 2024 14:23:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchneiderBABKHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icail/HillebrandPLDKK23,
author = {Lars Hillebrand and
Maren Pielka and
David Leonhard and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Milad Morad and
Christian Temath and
Thiago Bell and
Robin Stenzel and
Rafet Sifa},
editor = {Matthias Grabmair and
Francisco Andrade and
Paulo Novais},
title = {sustain.AI: a Recommender System to analyze Sustainability Reports},
booktitle = {Proceedings of the Nineteenth International Conference on Artificial
Intelligence and Law, {ICAIL} 2023, Braga, Portugal, June 19-23, 2023},
pages = {412--416},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3594536.3595131},
doi = {10.1145/3594536.3595131},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icail/HillebrandPLDKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RamamurthyABHSB23,
author = {Rajkumar Ramamurthy and
Prithviraj Ammanabrolu and
Kiant{\'{e}} Brantley and
Jack Hessel and
Rafet Sifa and
Christian Bauckhage and
Hannaneh Hajishirzi and
Yejin Choi},
title = {Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks,
Baselines, and Building Blocks for Natural Language Policy Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=8aHzds2uUyB},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RamamurthyABHSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DeubetaerZKLBS23,
author = {Tobias Deu{\ss}er and
Cong Zhao and
Wolfgang Kr{\"{a}}mer and
David Leonhard and
Christian Bauckhage and
Rafet Sifa},
title = {Controlled Randomness Improves the Performance of Transformer Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1805--1810},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00274},
doi = {10.1109/ICMLA58977.2023.00274},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DeubetaerZKLBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldl/AliDHHMS23,
author = {Syed Musharraf Ali and
Tobias Deu{\ss}er and
Sebastian Houben and
Lars Patrick Hillebrand and
Tim Metzler and
Rafet Sifa},
title = {Automatic Consistency Checking of Table and Text in Financial Documents},
booktitle = {Proceedings of the 2023 Northern Lights Deep Learning Workshop, {NLDL}
2023, Troms{\o}, Norway, January 10-12, 2023},
publisher = {Septentrio Academic Publishing},
year = {2023},
url = {https://doi.org/10.7557/18.6816},
doi = {10.7557/18.6816},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nldl/AliDHHMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldl/DeusserPPJKNKLB23,
author = {Tobias Deu{\ss}er and
Maren Pielka and
Lisa Pucknat and
Basil Jacob and
Tim Dilmaghani Khameneh and
Mahdis Nourimand and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
title = {Contradiction Detection in Financial Reports},
booktitle = {Proceedings of the 2023 Northern Lights Deep Learning Workshop, {NLDL}
2023, Troms{\o}, Norway, January 10-12, 2023},
publisher = {Septentrio Academic Publishing},
year = {2023},
url = {https://doi.org/10.7557/18.6799},
doi = {10.7557/18.6799},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nldl/DeusserPPJKNKLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/DeenPHAS23,
author = {Mohammad Majd Saad Al Deen and
Maren Pielka and
J{\"{o}}rn Hees and
Bouthaina Soulef Abdou and
Rafet Sifa},
title = {Improving Natural Language Inference in Arabic Using Transformer Models
and Linguistically Informed Pre-Training},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2023,
Mexico City, Mexico, December 5-8, 2023},
pages = {318--322},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SSCI52147.2023.10371891},
doi = {10.1109/SSCI52147.2023.10371891},
timestamp = {Mon, 15 Jan 2024 21:26:31 +0100},
biburl = {https://dblp.org/rec/conf/ssci/DeenPHAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08711,
author = {Lars Patrick Hillebrand and
Maren Pielka and
David Leonhard and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Milad Morad and
Christian Temath and
Thiago Bell and
Robin Stenzel and
Rafet Sifa},
title = {sustain.AI: a Recommender System to analyze Sustainability Reports},
journal = {CoRR},
volume = {abs/2305.08711},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08711},
doi = {10.48550/ARXIV.2305.08711},
eprinttype = {arXiv},
eprint = {2305.08711},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14666,
author = {Mohammad Majd Saad Al Deen and
Maren Pielka and
J{\"{o}}rn Hees and
Bouthaina Soulef Abdou and
Rafet Sifa},
title = {Improving Natural Language Inference in Arabic using Transformer Models
and Linguistically Informed Pre-Training},
journal = {CoRR},
volume = {abs/2307.14666},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14666},
doi = {10.48550/ARXIV.2307.14666},
eprinttype = {arXiv},
eprint = {2307.14666},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16663,
author = {Tiansi Dong and
Rafet Sifa},
title = {Word Sense Disambiguation as a Game of Neurosymbolic Darts},
journal = {CoRR},
volume = {abs/2307.16663},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16663},
doi = {10.48550/ARXIV.2307.16663},
eprinttype = {arXiv},
eprint = {2307.16663},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06111,
author = {Lars Hillebrand and
Armin Berger and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Mohamed Khaled and
Bernd Kliem and
R{\"{u}}diger Loitz and
Maren Pielka and
David Leonhard and
Christian Bauckhage and
Rafet Sifa},
title = {Improving Zero-Shot Text Matching for Financial Auditing with Large
Language Models},
journal = {CoRR},
volume = {abs/2308.06111},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06111},
doi = {10.48550/ARXIV.2308.06111},
eprinttype = {arXiv},
eprint = {2308.06111},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07791,
author = {Tobias Deu{\ss}er and
Lars Hillebrand and
Christian Bauckhage and
Rafet Sifa},
title = {Informed Named Entity Recognition Decoding for Generative Language
Models},
journal = {CoRR},
volume = {abs/2308.07791},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07791},
doi = {10.48550/ARXIV.2308.07791},
eprinttype = {arXiv},
eprint = {2308.07791},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08754,
author = {Mehdi Ali and
Michael Fromm and
Klaudia Thellmann and
Richard Rutmann and
Max L{\"{u}}bbering and
Johannes Leveling and
Katrin Klug and
Jan Ebert and
Niclas Doll and
Jasper Schulze Buschhoff and
Charvi Jain and
Alexander Arno Weber and
Lena Jurkschat and
Hammam Abdelwahab and
Chelsea John and
Pedro Ortiz Suarez and
Malte Ostendorff and
Samuel Weinbach and
Rafet Sifa and
Stefan Kesselheim and
Nicolas Flores{-}Herr},
title = {Tokenizer Choice For {LLM} Training: Negligible or Crucial?},
journal = {CoRR},
volume = {abs/2310.08754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08754},
doi = {10.48550/ARXIV.2310.08754},
eprinttype = {arXiv},
eprint = {2310.08754},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13526,
author = {Tobias Deu{\ss}er and
Cong Zhao and
Wolfgang Kr{\"{a}}mer and
David Leonhard and
Christian Bauckhage and
Rafet Sifa},
title = {Controlled Randomness Improves the Performance of Transformer Models},
journal = {CoRR},
volume = {abs/2310.13526},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13526},
doi = {10.48550/ARXIV.2310.13526},
eprinttype = {arXiv},
eprint = {2310.13526},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14732,
author = {Maren Pielka and
Svetlana Schmidt and
Rafet Sifa},
title = {Generating Prototypes for Contradiction Detection Using Large Language
Models and Linguistic Rules},
journal = {CoRR},
volume = {abs/2310.14732},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14732},
doi = {10.48550/ARXIV.2310.14732},
eprinttype = {arXiv},
eprint = {2310.14732},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03076,
author = {Maurice G{\"{u}}nder and
Facundo Ram{\'{o}}n Ispizua Yamati and
Abel Andree Barreto Alc{\'{a}}ntara and
Anne{-}Katrin Mahlein and
Rafet Sifa and
Christian Bauckhage},
title = {SugarViT - Multi-objective Regression of {UAV} Images with Vision
Transformers and Deep Label Distribution Learning Demonstrated on
Disease Severity Prediction in Sugar Beet},
journal = {CoRR},
volume = {abs/2311.03076},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03076},
doi = {10.48550/ARXIV.2311.03076},
eprinttype = {arXiv},
eprint = {2311.03076},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15679,
author = {Maurice G{\"{u}}nder and
Sneha Banerjee and
Rafet Sifa and
Christian Bauckhage},
title = {Model-agnostic Body Part Relevance Assessment for Pedestrian Detection},
journal = {CoRR},
volume = {abs/2311.15679},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15679},
doi = {10.48550/ARXIV.2311.15679},
eprinttype = {arXiv},
eprint = {2311.15679},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/BiesnerRSLHLPLB22,
author = {David Biesner and
Rajkumar Ramamurthy and
Robin Stenzel and
Max L{\"{u}}bbering and
Lars Patrick Hillebrand and
Anna Ladi and
Maren Pielka and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
title = {Anonymization of German financial documents using neural network-based
language models with contextual word representations},
journal = {Int. J. Data Sci. Anal.},
volume = {13},
number = {2},
pages = {151--161},
year = {2022},
url = {https://doi.org/10.1007/s41060-021-00285-x},
doi = {10.1007/S41060-021-00285-X},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/BiesnerRSLHLPLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/LubberingGRBS22,
author = {Max L{\"{u}}bbering and
Michael Gebauer and
Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa},
title = {Bounding open space risk with decoupling autoencoders in open set
recognition},
journal = {Int. J. Data Sci. Anal.},
volume = {14},
number = {4},
pages = {351--373},
year = {2022},
url = {https://doi.org/10.1007/s41060-022-00342-z},
doi = {10.1007/S41060-022-00342-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/LubberingGRBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/BiesnerCS22,
author = {David Biesner and
Kostadin Cvejoski and
Rafet Sifa},
title = {Combining Variational Autoencoders and Transformer Language Models
for Improved Password Generation},
booktitle = {{ARES} 2022: The 17th International Conference on Availability, Reliability
and Security, Vienna,Austria, August 23 - 26, 2022},
pages = {37:1--37:6},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3538969.3539000},
doi = {10.1145/3538969.3539000},
timestamp = {Fri, 19 Aug 2022 09:45:12 +0200},
biburl = {https://dblp.org/rec/conf/IEEEares/BiesnerCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/QianSLGYKDD22,
author = {Xin Qian and
Rafet Sifa and
Xuefei Liu and
Shreyashi Ganguly and
Borchuluun Yadamsuren and
Diego Klabjan and
Anders Drachen and
Simon Demediuk},
editor = {David Abramson and
Minh Ngoc Dinh},
title = {Anomaly Detection in Player Performances in Multiplayer Online Battle
Arena Games},
booktitle = {{ACSW} 2022: Australasian Computer Science Week 2022, Brisbane, Australia,
February 14 - 18, 2022},
pages = {23--30},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511616.3513095},
doi = {10.1145/3511616.3513095},
timestamp = {Tue, 20 Jun 2023 16:27:45 +0200},
biburl = {https://dblp.org/rec/conf/acsw/QianSLGYKDD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HillebrandDKKLBS22,
author = {Lars Patrick Hillebrand and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Towards automating Numerical Consistency Checks in Financial Reports},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5915--5924},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020308},
doi = {10.1109/BIGDATA55660.2022.10020308},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HillebrandDKKLBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/ChapmanHSDBBS22,
author = {Clayton Leroy Chapman and
Lars Patrick Hillebrand and
Marc Robin Stenzel and
Tobias Deu{\ss}er and
David Biesner and
Christian Bauckhage and
Rafet Sifa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Towards Generating Financial Reports from Tabular Data Using Transformers},
booktitle = {Machine Learning and Knowledge Extraction - 6th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13480},
pages = {221--232},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14463-9\_14},
doi = {10.1007/978-3-031-14463-9\_14},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/ChapmanHSDBBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/KeDXLGYKSDD22,
author = {Cheng Hao Ke and
Haozhang Deng and
Congda Xu and
Jiong Li and
Xingyun Gu and
Borchuluun Yadamsuren and
Diego Klabjan and
Rafet Sifa and
Anders Drachen and
Simon Demediuk},
title = {{DOTA} 2 match prediction through deep learning team fight models},
booktitle = {{IEEE} Conference on Games, CoG 2022, Beijing, China, August 21-24,
2022},
pages = {96--103},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CoG51982.2022.9893647},
doi = {10.1109/COG51982.2022.9893647},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/KeDXLGYKSDD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchneiderBNLTBW22,
author = {Helen Schneider and
David Biesner and
Sebastian Nowak and
Yannik C. Layer and
Maike Theis and
Wolfgang Block and
Benjamin Wulff and
Alois M. Sprinkart and
Ulrike I. Attenberger and
Rafet Sifa},
title = {Improving Intensive Care Chest X-Ray Classification by Transfer Learning
and Automatic Label Generation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-85},
doi = {10.14428/ESANN/2022.ES2022-85},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchneiderBNLTBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/PiatkowskiGHSBB22,
author = {Nico Piatkowski and
Thore Gerlach and
Romain Hugues and
Rafet Sifa and
Christian Bauckhage and
Fr{\'{e}}d{\'{e}}ric Barbaresco},
title = {Towards Bundle Adjustment for Satellite Imaging via Quantum Machine
Learning},
booktitle = {25th International Conference on Information Fusion, {FUSION} 2022,
Link{\"{o}}ping, Sweden, July 4-7, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9841388},
timestamp = {Fri, 12 Aug 2022 23:34:34 +0200},
biburl = {https://dblp.org/rec/conf/fusion/PiatkowskiGHSBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LubberingGRBS22,
author = {Max L{\"{u}}bbering and
Michael Gebauer and
Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa},
editor = {Elias Pimenidis and
Plamen Angelov and
Chrisina Jayne and
Antonios Papaleonidas and
Mehmet Aydin},
title = {From Open Set Recognition Towards Robust Multi-class Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st
International Conference on Artificial Neural Networks, Bristol, UK,
September 6-9, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13531},
pages = {643--655},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15934-3\_53},
doi = {10.1007/978-3-031-15934-3\_53},
timestamp = {Wed, 10 Jul 2024 11:55:31 +0200},
biburl = {https://dblp.org/rec/conf/icann/LubberingGRBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LubberingPHS22,
author = {Max L{\"{u}}bbering and
Maren Pielka and
Ilhamcengiz Henk and
Rafet Sifa},
title = {Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces},
booktitle = {38th {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2022, Kuala Lumpur, Malaysia, May 9, 2022},
pages = {66--69},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDEW55742.2022.00014},
doi = {10.1109/ICDEW55742.2022.00014},
timestamp = {Tue, 26 Jul 2022 15:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icde/LubberingPHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BiesnerGBKS22,
author = {David Biesner and
Thore Gerlach and
Christian Bauckhage and
Bernd Kliem and
Rafet Sifa},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms
with Applications in Auditing and Financial Data Analysis},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {903--908},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00150},
doi = {10.1109/ICMLA55696.2022.00150},
timestamp = {Wed, 29 Mar 2023 19:23:50 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BiesnerGBKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BiesnerSWAS22,
author = {David Biesner and
Helen Schneider and
Benjamin Wulff and
Ulrike I. Attenberger and
Rafet Sifa},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Improving Chest X-Ray Classification by RNN-based Patient Monitoring},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {946--950},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00158},
doi = {10.1109/ICMLA55696.2022.00158},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BiesnerSWAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BiesnerPRKKLS22,
author = {David Biesner and
Maren Pielka and
Rajkumar Ramamurthy and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Rafet Sifa},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Zero-Shot Text Matching for Automated Auditing using Sentence Transformers},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1637--1642},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00251},
doi = {10.1109/ICMLA55696.2022.00251},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BiesnerPRKKLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PielkaRPDS22,
author = {Maren Pielka and
Felix Rode and
Lisa Pucknat and
Tobias Deu{\ss}er and
Rafet Sifa},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {A Linguistic Investigation of Machine Learning based Contradiction
Detection Models: An Empirical Analysis and Future Perspectives},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1649--1653},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00253},
doi = {10.1109/ICMLA55696.2022.00253},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PielkaRPDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DeusserAHNJBS22,
author = {Tobias Deu{\ss}er and
Syed Musharraf Ali and
Lars Patrick Hillebrand and
Desiana Nurchalifah and
Basil Jacob and
Christian Bauckhage and
Rafet Sifa},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {{KPI-EDGAR:} {A} Novel Dataset and Accompanying Metric for Relation
Extraction from Financial Documents},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1654--1659},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00254},
doi = {10.1109/ICMLA55696.2022.00254},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DeusserAHNJBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HillebrandDKKLB22,
author = {Lars Patrick Hillebrand and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
title = {{KPI-BERT:} {A} Joint Named Entity Recognition and Relation Extraction
Model for Financial Reports},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {606--612},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956191},
doi = {10.1109/ICPR56361.2022.9956191},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/HillebrandDKKLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/StenzelLUUS22,
author = {Robin Stenzel and
Max L{\"{u}}bbering and
Bilge Ulusay and
Daniel Uedelhoven and
Rafet Sifa},
editor = {Pascal Reuss and
Viktor Eisenstadt and
Jakob Michael Sch{\"{o}}nborn and
Jero Sch{\"{a}}fer},
title = {Matching Experts to Questions: {A} Comparison of Recommender Systems},
booktitle = {Proceedings of the {LWDA} 2022 Workshops: FGWM, FGKD, and FGDB, Hildesheim
(Germany), Oktober 5-7th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3341},
pages = {57--66},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3341/KDML-LWDA\_2022\_CRC\_6193.pdf},
timestamp = {Wed, 22 Mar 2023 07:29:50 +0100},
biburl = {https://dblp.org/rec/conf/lwa/StenzelLUUS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/PucknatPS22,
author = {Lisa Pucknat and
Maren Pielka and
Rafet Sifa},
editor = {Pascal Reuss and
Viktor Eisenstadt and
Jakob Michael Sch{\"{o}}nborn and
Jero Sch{\"{a}}fer},
title = {Towards Informed Pre-Training for Critical Error Detection in English-German},
booktitle = {Proceedings of the {LWDA} 2022 Workshops: FGWM, FGKD, and FGDB, Hildesheim
(Germany), Oktober 5-7th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3341},
pages = {104--110},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3341/KDML-LWDA\_2022\_CRC\_9736.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/PucknatPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SchneiderLKBPBWOLAS22,
author = {Helen Schneider and
Max L{\"{u}}bbering and
Rebecca Kador and
Maximilian Bro{\ss} and
Priya Priya and
David Biesner and
Benjamin Wulff and
Thiago Bell Felix de Oliveira and
Yannik C. Layer and
Ulrike I. Attenberger and
Rafet Sifa},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Towards Symmetry-Aware Pneumonia Detection on Chest X-Rays},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {543--550},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022222},
doi = {10.1109/SSCI51031.2022.10022222},
timestamp = {Wed, 08 Feb 2023 22:09:16 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SchneiderLKBPBWOLAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/KondratiukS22,
author = {Hanna Kondratiuk and
Rafet Sifa},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Investigating The Scalability of Kernel Minimum Enclosing Balls for
Novelty Detection: Algorithms with Empirical Evaluations},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {1127--1134},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022106},
doi = {10.1109/SSCI51031.2022.10022106},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/KondratiukS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11133,
author = {Nico Piatkowski and
Thore Gerlach and
Romain Hugues and
Rafet Sifa and
Christian Bauckhage and
Fr{\'{e}}d{\'{e}}ric Barbaresco},
title = {Towards Bundle Adjustment for Satellite Imaging via Quantum Machine
Learning},
journal = {CoRR},
volume = {abs/2204.11133},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11133},
doi = {10.48550/ARXIV.2204.11133},
eprinttype = {arXiv},
eprint = {2204.11133},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02140,
author = {Lars Patrick Hillebrand and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
title = {{KPI-BERT:} {A} Joint Named Entity Recognition and Relation Extraction
Model for Financial Reports},
journal = {CoRR},
volume = {abs/2208.02140},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02140},
doi = {10.48550/ARXIV.2208.02140},
eprinttype = {arXiv},
eprint = {2208.02140},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04365,
author = {Christian Bauckhage and
Helen Schneider and
Benjamin Wulff and
Rafet Sifa},
title = {Gradient Flows for {L2} Support Vector Machine Training},
journal = {CoRR},
volume = {abs/2208.04365},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04365},
doi = {10.48550/ARXIV.2208.04365},
eprinttype = {arXiv},
eprint = {2208.04365},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01241,
author = {Rajkumar Ramamurthy and
Prithviraj Ammanabrolu and
Kiant{\'{e}} Brantley and
Jack Hessel and
Rafet Sifa and
Christian Bauckhage and
Hannaneh Hajishirzi and
Yejin Choi},
title = {Is Reinforcement Learning (Not) for Natural Language Processing?:
Benchmarks, Baselines, and Building Blocks for Natural Language Policy
Optimization},
journal = {CoRR},
volume = {abs/2210.01241},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01241},
doi = {10.48550/ARXIV.2210.01241},
eprinttype = {arXiv},
eprint = {2210.01241},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09163,
author = {Tobias Deu{\ss}er and
Syed Musharraf Ali and
Lars Patrick Hillebrand and
Desiana Nurchalifah and
Basil Jacob and
Christian Bauckhage and
Rafet Sifa},
title = {{KPI-EDGAR:} {A} Novel Dataset and Accompanying Metric for Relation
Extraction from Financial Documents},
journal = {CoRR},
volume = {abs/2210.09163},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09163},
doi = {10.48550/ARXIV.2210.09163},
eprinttype = {arXiv},
eprint = {2210.09163},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10434,
author = {Maren Pielka and
Felix Rode and
Lisa Pucknat and
Tobias Deu{\ss}er and
Rafet Sifa},
title = {A Linguistic Investigation of Machine Learning based Contradiction
Detection Models: An Empirical Analysis and Future Perspectives},
journal = {CoRR},
volume = {abs/2210.10434},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10434},
doi = {10.48550/ARXIV.2210.10434},
eprinttype = {arXiv},
eprint = {2210.10434},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16074,
author = {David Biesner and
Helen Schneider and
Benjamin Wulff and
Ulrike I. Attenberger and
Rafet Sifa},
title = {Improving Chest X-Ray Classification by RNN-based Patient Monitoring},
journal = {CoRR},
volume = {abs/2210.16074},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16074},
doi = {10.48550/ARXIV.2210.16074},
eprinttype = {arXiv},
eprint = {2210.16074},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06112,
author = {Lars Patrick Hillebrand and
Tobias Deu{\ss}er and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Christian Bauckhage and
Rafet Sifa},
title = {Towards automating Numerical Consistency Checks in Financial Reports},
journal = {CoRR},
volume = {abs/2211.06112},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06112},
doi = {10.48550/ARXIV.2211.06112},
eprinttype = {arXiv},
eprint = {2211.06112},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07716,
author = {David Biesner and
Maren Pielka and
Rajkumar Ramamurthy and
Tim Dilmaghani Khameneh and
Bernd Kliem and
R{\"{u}}diger Loitz and
Rafet Sifa},
title = {Zero-Shot Text Matching for Automated Auditing using Sentence Transformers},
journal = {CoRR},
volume = {abs/2211.07716},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07716},
doi = {10.48550/ARXIV.2211.07716},
eprinttype = {arXiv},
eprint = {2211.07716},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07428,
author = {Maren Pielka and
Svetlana Schmidt and
Lisa Pucknat and
Rafet Sifa},
title = {Towards Linguistically Informed Multi-Objective Pre-Training for Natural
Language Inference},
journal = {CoRR},
volume = {abs/2212.07428},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07428},
doi = {10.48550/ARXIV.2212.07428},
eprinttype = {arXiv},
eprint = {2212.07428},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GunderPRSB21,
author = {Maurice G{\"{u}}nder and
Nico Piatkowski and
Laura von R{\"{u}}den and
Rafet Sifa and
Christian Bauckhage},
title = {Towards Intelligent Food Waste Prevention: An Approach Using Scalable
and Flexible Harvest Schedule Optimization With Evolutionary Algorithms},
journal = {{IEEE} Access},
volume = {9},
pages = {169044--169055},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3137709},
doi = {10.1109/ACCESS.2021.3137709},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/GunderPRSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HillebrandBBS21,
author = {Lars Patrick Hillebrand and
David Biesner and
Christian Bauckhage and
Rafet Sifa},
title = {Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative
Tensor {DEDICOM}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {123--167},
year = {2021},
url = {https://doi.org/10.3390/make3010007},
doi = {10.3390/MAKE3010007},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HillebrandBBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/SifaDBMDXLKD21,
author = {Rafet Sifa and
Anders Drachen and
Florian Block and
Spencer Moon and
Anisha Dubhashi and
Hao Xiao and
Zili Li and
Diego Klabjan and
Simon Demediuk},
editor = {Nigel Stanger and
Brendon J. Woodford and
Michael Winikoff and
David M. Eyers and
Veronica Liesaputra Joachim and
Daniel Alencar da Costa and
Andrew Trotman},
title = {Archetypal Analysis Based Anomaly Detection for Improved Storytelling
in Multiplayer Online Battle Arena Games},
booktitle = {{ACSW} '21: 2021 Australasian Computer Science Week Multiconference,
Dunedin, New Zealand, 1-5 February, 2021},
pages = {24:1--24:8},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437378.3442690},
doi = {10.1145/3437378.3442690},
timestamp = {Tue, 21 Mar 2023 21:00:35 +0100},
biburl = {https://dblp.org/rec/conf/acsw/SifaDBMDXLKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/KondratiukS21,
author = {Hanna Kondratiuk and
Rafet Sifa},
title = {Swords, Data and Balls: Extracting Extreme Behavioural Prototypes
with Kernel Minimum Enclosing Balls},
booktitle = {2021 {IEEE} Conference on Games (CoG), Copenhagen, Denmark, August
17-20, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CoG52621.2021.9619017},
doi = {10.1109/COG52621.2021.9619017},
timestamp = {Fri, 10 Dec 2021 10:04:09 +0100},
biburl = {https://dblp.org/rec/conf/cig/KondratiukS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/Sifa21,
author = {Rafet Sifa},
title = {Predicting Player Churn with Echo State Networks},
booktitle = {2021 {IEEE} Conference on Games (CoG), Copenhagen, Denmark, August
17-20, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CoG52621.2021.9619059},
doi = {10.1109/COG52621.2021.9619059},
timestamp = {Fri, 10 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/Sifa21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/RamamurthyPSBSK21,
author = {Rajkumar Ramamurthy and
Maren Pielka and
Robin Stenzel and
Christian Bauckhage and
Rafet Sifa and
Tim Dilmaghani Khameneh and
Ulrich Warning and
Bernd Kliem and
R{\"{u}}diger Loitz},
editor = {Patrick Healy and
Mihai Bilauca and
Alexandra Bonnici},
title = {ALiBERT: improved automated list inspection {(ALI)} with {BERT}},
booktitle = {DocEng '21: {ACM} Symposium on Document Engineering 2021, Limerick,
Ireland, August 24-27, 2021},
pages = {20:1--20:4},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3469096.3474928},
doi = {10.1145/3469096.3474928},
timestamp = {Fri, 20 Aug 2021 15:11:44 +0200},
biburl = {https://dblp.org/rec/conf/doceng/RamamurthyPSBSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LubberingGRBS21,
author = {Max L{\"{u}}bbering and
Michael Gebauer and
Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa},
title = {Decoupling Autoencoders for Robust One-vs-Rest Classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564136},
doi = {10.1109/DSAA53316.2021.9564136},
timestamp = {Fri, 22 Oct 2021 15:23:43 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LubberingGRBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LubberingPDGRBS21,
author = {Max L{\"{u}}bbering and
Maren Pielka and
Kajaree Das and
Michael Gebauer and
Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa},
title = {Toxicity Detection in Online Comments with Limited Data: {A} Comparative
Analysis},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-48},
doi = {10.14428/ESANN/2021.ES2021-48},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LubberingPDGRBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BiesnerCGSK21,
author = {David Biesner and
Kostadin Cvejoski and
Bogdan Georgiev and
Rafet Sifa and
Erik Krupicka},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Advances in Password Recovery Using Generative Deep Learning Techniques},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12893},
pages = {15--27},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86365-4\_2},
doi = {10.1007/978-3-030-86365-4\_2},
timestamp = {Tue, 14 Sep 2021 19:09:25 +0200},
biburl = {https://dblp.org/rec/conf/icann/BiesnerCGSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/BullaHLS21,
author = {Marius Bulla and
Lars Patrick Hillebrand and
Max L{\"{u}}bbering and
Rafet Sifa},
editor = {Stefan Edelkamp and
Ralf M{\"{o}}ller and
Elmar Rueckert},
title = {Knowledge Graph Based Question Answering System for Financial Securities},
booktitle = {{KI} 2021: Advances in Artificial Intelligence - 44th German Conference
on AI, Virtual Event, September 27 - October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12873},
pages = {44--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87626-5\_4},
doi = {10.1007/978-3-030-87626-5\_4},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ki/BullaHLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/AgombarBLS21,
author = {Rhys Agombar and
Christian Bauckhage and
Max L{\"{u}}bbering and
Rafet Sifa},
editor = {Dimitris E. Simos and
Panos M. Pardalos and
Ilias S. Kotsireas},
title = {An Optimization for Convolutional Network Layers Using the Viola-Jones
Framework and Ternary Weight Networks},
booktitle = {Learning and Intelligent Optimization - 15th International Conference,
{LION} 15, Athens, Greece, June 20-25, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12931},
pages = {1--6},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92121-7\_1},
doi = {10.1007/978-3-030-92121-7\_1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/AgombarBLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/KondratiukS21,
author = {Hanna Kondratiuk and
Rafet Sifa},
editor = {Dimitris E. Simos and
Panos M. Pardalos and
Ilias S. Kotsireas},
title = {Towards Structural Hyperparameter Search in Kernel Minimum Enclosing
Balls},
booktitle = {Learning and Intelligent Optimization - 15th International Conference,
{LION} 15, Athens, Greece, June 20-25, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12931},
pages = {157--166},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92121-7\_14},
doi = {10.1007/978-3-030-92121-7\_14},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lion/KondratiukS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/LubberingGRPBS21,
author = {Max L{\"{u}}bbering and
Michael Gebauer and
Rajkumar Ramamurthy and
Maren Pielka and
Christian Bauckhage and
Rafet Sifa},
editor = {Thomas Seidl and
Michael Fromm and
Sandra Obermeier},
title = {Utilizing Representation Learning for Robust Text Classification Under
Datasetshift},
booktitle = {Proceedings of the {LWDA} 2021 Workshops: FGWM, KDML, FGWI-BIA, and
FGIR, Online, September 1-3, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2993},
pages = {157--162},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2993/paper-15.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/LubberingGRPBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/PucknatPS21,
author = {Lisa Pucknat and
Maren Pielka and
Rafet Sifa},
title = {Detecting Contradictions in German Text: {A} Comparative Study},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9659881},
doi = {10.1109/SSCI50451.2021.9659881},
timestamp = {Thu, 03 Feb 2022 09:28:31 +0100},
biburl = {https://dblp.org/rec/conf/ssci/PucknatPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/RamamurthyLBGUU21,
author = {Rajkumar Ramamurthy and
Max L{\"{u}}bbering and
Thiago Bell and
Michael Gebauer and
Bilge Ulusay and
Daniel Uedelhoven and
Tim Dilmaghani Khameneh and
R{\"{u}}diger Loitz and
Maren Pielka and
Christian Bauckhage and
Rafet Sifa},
title = {Automatic Indexing of Financial Documents via Information Extraction},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9659977},
doi = {10.1109/SSCI50451.2021.9659977},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/RamamurthyLBGUU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/WahabS21,
author = {Abdul Wahab and
Rafet Sifa},
title = {{DIBERT:} Dependency Injected Bidirectional Encoder Representations
from Transformers},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9659898},
doi = {10.1109/SSCI50451.2021.9659898},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/WahabS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10712,
author = {Maurice G{\"{u}}nder and
Nico Piatkowski and
Laura von R{\"{u}}den and
Rafet Sifa and
Christian Bauckhage},
title = {Evolutionary Hierarchical Harvest Schedule Optimization for Food Waste
Prevention},
journal = {CoRR},
volume = {abs/2112.10712},
year = {2021},
url = {https://arxiv.org/abs/2112.10712},
eprinttype = {arXiv},
eprint = {2112.10712},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/SifaYRBK20,
author = {Rafet Sifa and
Raheel Yawar and
Rajkumar Ramamurthy and
Christian Bauckhage and
Kristian Kersting},
title = {Matrix- and Tensor Factorization for Game Content Recommendation},
journal = {K{\"{u}}nstliche Intell.},
volume = {34},
number = {1},
pages = {57--67},
year = {2020},
url = {https://doi.org/10.1007/s13218-019-00620-2},
doi = {10.1007/S13218-019-00620-2},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/SifaYRBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/HillebrandBBS20,
author = {Lars Patrick Hillebrand and
David Biesner and
Christian Bauckhage and
Rafet Sifa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic
{DEDICOM}},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {401--422},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_22},
doi = {10.1007/978-3-030-57321-8\_22},
timestamp = {Thu, 20 Aug 2020 13:51:47 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/HillebrandBBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AgombarLS20,
author = {Rhys Agombar and
Max L{\"{u}}bbering and
Rafet Sifa},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {A Clustering Backed Deep Learning Approach for Document Layout Analysis},
booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12279},
pages = {423--430},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57321-8\_23},
doi = {10.1007/978-3-030-57321-8\_23},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AgombarLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BauckhageBS20,
author = {Christian Bauckhage and
Michael Bortz and
Rafet Sifa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Shells within Minimum Enclosing Balls},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {178--187},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00030},
doi = {10.1109/DSAA49011.2020.00030},
timestamp = {Tue, 24 Nov 2020 12:27:16 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BauckhageBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CavusogluPS20,
author = {Izel {\c{C}}avusoglu and
Maren Pielka and
Rafet Sifa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Adapting Established Text Representations for Predicting Review Sentiment
in Turkish},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {755--756},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00100},
doi = {10.1109/DSAA49011.2020.00100},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CavusogluPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KondratiukS20,
author = {Hanna Kondratiuk and
Rafet Sifa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Towards An Empirical and Theoretical Evaluation of Gradient Based
Approaches for finding Kernel Minimum Enclosing Balls},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {765--766},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00105},
doi = {10.1109/DSAA49011.2020.00105},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KondratiukS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LubberingRGBSB20,
author = {Max L{\"{u}}bbering and
Rajkumar Ramamurthy and
Michael Gebauer and
Thiago Bell and
Rafet Sifa and
Christian Bauckhage},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {From Imbalanced Classification to Supervised Outlier Detection Problems:
Adversarially Trained Auto Encoders},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12396},
pages = {27--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61609-0\_3},
doi = {10.1007/978-3-030-61609-0\_3},
timestamp = {Tue, 20 Oct 2020 17:51:28 +0200},
biburl = {https://dblp.org/rec/conf/icann/LubberingRGBSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BauckhageRS20,
author = {Christian Bauckhage and
Rajkumar Ramamurthy and
Rafet Sifa},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Hopfield Networks for Vector Quantization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {192--203},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_16},
doi = {10.1007/978-3-030-61616-8\_16},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BauckhageRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthySLB20,
author = {Rajkumar Ramamurthy and
Rafet Sifa and
Max L{\"{u}}bbering and
Christian Bauckhage},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Guided Reinforcement Learning via Sequence Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {335--345},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_27},
doi = {10.1007/978-3-030-61616-8\_27},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthySLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LubberingGRSB20,
author = {Max L{\"{u}}bbering and
Michael Gebauer and
Rajkumar Ramamurthy and
Rafet Sifa and
Christian Bauckhage},
editor = {Alberto Del Bimbo and
Rita Cucchiara and
Stan Sclaroff and
Giovanni Maria Farinella and
Tao Mei and
Marco Bertini and
Hugo Jair Escalante and
Roberto Vezzani},
title = {Supervised Autoencoder Variants for End to End Anomaly Detection},
booktitle = {Pattern Recognition. {ICPR} International Workshops and Challenges
- Virtual Event, January 10-15, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12662},
pages = {566--581},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68790-8\_44},
doi = {10.1007/978-3-030-68790-8\_44},
timestamp = {Tue, 11 Apr 2023 17:29:51 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LubberingGRSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PielkaSHBRLB20,
author = {Maren Pielka and
Rafet Sifa and
Lars Patrick Hillebrand and
David Biesner and
Rajkumar Ramamurthy and
Anna Ladi and
Christian Bauckhage},
title = {Tackling Contradiction Detection in German Using Machine Translation
and End-to-End Recurrent Neural Networks},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {6696--6701},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9413257},
doi = {10.1109/ICPR48806.2021.9413257},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/PielkaSHBRLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RudenMSBG20,
author = {Laura von R{\"{u}}den and
Sebastian Mayer and
Rafet Sifa and
Christian Bauckhage and
Jochen Garcke},
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {Combining Machine Learning and Simulation to a Hybrid Modelling Approach:
Current and Future Directions},
booktitle = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
pages = {548--560},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3\_43},
doi = {10.1007/978-3-030-44584-3\_43},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/RudenMSBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BauckhageSS20,
author = {Christian Bauckhage and
Rams{\'{e}}s J. S{\'{a}}nchez and
Rafet Sifa},
title = {Problem Solving with Hopfield Networks and Adiabatic Quantum Computing},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206916},
doi = {10.1109/IJCNN48605.2020.9206916},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BauckhageSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RamamurthySLB20,
author = {Rajkumar Ramamurthy and
Rafet Sifa and
Max L{\"{u}}bbering and
Christian Bauckhage},
title = {Novelty-Guided Reinforcement Learning via Encoded Behaviors},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206982},
doi = {10.1109/IJCNN48605.2020.9206982},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RamamurthySLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/BauckhageSH20,
author = {Christian Bauckhage and
Rafet Sifa and
Dirk Hecker},
editor = {Kohei Arai and
Supriya Kapoor and
Rahul Bhatia},
title = {tanh Neurons Are Bayesian Decision Makers},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2020 Intelligent
Systems Conference, IntelliSys 2020, London, UK, 3-4 September, 2020,
Volume 3},
series = {Advances in Intelligent Systems and Computing},
volume = {1252},
pages = {703--707},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55190-2\_56},
doi = {10.1007/978-3-030-55190-2\_56},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intellisys/BauckhageSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/SifaB20,
author = {Rafet Sifa and
Christian Bauckhage},
editor = {Ilias S. Kotsireas and
Panos M. Pardalos},
title = {Novelty Discovery with Kernel Minimum Enclosing Balls},
booktitle = {Learning and Intelligent Optimization - 14th International Conference,
{LION} 14, Athens, Greece, May 24-28, 2020, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12096},
pages = {414--420},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-53552-0\_37},
doi = {10.1007/978-3-030-53552-0\_37},
timestamp = {Wed, 22 Jul 2020 12:57:20 +0200},
biburl = {https://dblp.org/rec/conf/lion/SifaB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/Sifa20,
author = {Rafet Sifa},
editor = {Ilias S. Kotsireas and
Panos M. Pardalos},
title = {{DESICOM} as Metaheuristic Search},
booktitle = {Learning and Intelligent Optimization - 14th International Conference,
{LION} 14, Athens, Greece, May 24-28, 2020, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12096},
pages = {421--427},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-53552-0\_38},
doi = {10.1007/978-3-030-53552-0\_38},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/Sifa20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sai/SifaFFKRVDD20,
author = {Rafet Sifa and
Michael Fedell and
Nathan Franklin and
Diego Klabjan and
Shiva Ram and
Arpan Venugopal and
Simon Demediuk and
Anders Drachen},
editor = {Kohei Arai and
Supriya Kapoor and
Rahul Bhatia},
title = {Retention Prediction in Sandbox Games with Bipartite Tensor Factorization},
booktitle = {Intelligent Computing - Proceedings of the 2020 Computing Conference,
Volume 1, {SAI} 2020, London, UK, 16-17 July 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1228},
pages = {297--308},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52249-0\_21},
doi = {10.1007/978-3-030-52249-0\_21},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sai/SifaFFKRVDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BauckhageSW20,
author = {Christian Bauckhage and
Rafet Sifa and
Stefan Wrobel},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Adiabatic Quantum Computing for Max-Sum Diversification},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {343--351},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.39},
doi = {10.1137/1.9781611976236.39},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BauckhageSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swisstext/BiesnerBHS20,
author = {David Biesner and
Eduardo Brito and
Lars Patrick Hillebrand and
Rafet Sifa},
editor = {Sarah Ebling and
Don Tuggener and
Manuela H{\"{u}}rlimann and
Mark Cieliebak and
Martin Volk},
title = {Hybrid Ensemble Predictor as Quality Metric for German Text Summarization:
Fraunhofer {IAIS} at GermEval 2020 Task 3},
booktitle = {Proceedings of the 5th Swiss Text Analytics Conference and the 16th
Conference on Natural Language Processing, SwissText/KONVENS 2020,
Zurich, Switzerland, June 23-25, 2020 [online only]},
series = {{CEUR} Workshop Proceedings},
volume = {2624},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2624/germeval-task3-paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:18 +0100},
biburl = {https://dblp.org/rec/conf/swisstext/BiesnerBHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08272,
author = {Rajkumar Ramamurthy and
Rafet Sifa and
Christian Bauckhage},
title = {NLPGym - {A} toolkit for evaluating {RL} agents on Natural Language
Processing Tasks},
journal = {CoRR},
volume = {abs/2011.08272},
year = {2020},
url = {https://arxiv.org/abs/2011.08272},
eprinttype = {arXiv},
eprint = {2011.08272},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05685,
author = {David Biesner and
Kostadin Cvejoski and
Bogdan Georgiev and
Rafet Sifa and
Erik Krupicka},
title = {Generative Deep Learning Techniques for Password Generation},
journal = {CoRR},
volume = {abs/2012.05685},
year = {2020},
url = {https://arxiv.org/abs/2012.05685},
eprinttype = {arXiv},
eprint = {2012.05685},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Sifa19,
author = {Rafet Sifa},
title = {A machine learning perspective on unraveling, modeling and predicting
player behavior in digital games},
school = {University of Bonn, Germany},
year = {2019},
url = {https://d-nb.info/1203822669},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Sifa19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entcom/WallnerSSCPSD19,
author = {G{\"{u}}nter Wallner and
Christopher Schinnerl and
Michael Helfried Schiller and
Alexander Monte Calvo and
Johanna Pirker and
Rafet Sifa and
Anders Drachen},
title = {Beyond the individual: Understanding social structures of an online
player matchmaking website},
journal = {Entertain. Comput.},
volume = {30},
year = {2019},
url = {https://doi.org/10.1016/j.entcom.2019.01.002},
doi = {10.1016/J.ENTCOM.2019.01.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entcom/WallnerSSCPSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/SchillerWSCPSD19,
author = {Michael Helfried Schiller and
G{\"{u}}nter Wallner and
Christopher Schinnerl and
Alexander Monte Calvo and
Johanna Pirker and
Rafet Sifa and
Anders Drachen},
title = {Inside the Group: Investigating Social Structures in Player Groups
and Their Influence on Activity},
journal = {{IEEE} Trans. Games},
volume = {11},
number = {4},
pages = {416--425},
year = {2019},
url = {https://doi.org/10.1109/TG.2018.2858024},
doi = {10.1109/TG.2018.2858024},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tciaig/SchillerWSCPSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/JoshiGLCWRKSPDD19,
author = {Rishabh Joshi and
Varun Gupta and
Xinyue Li and
Yue Cui and
Ziwen Wang and
Yaser Norouzzadeh Ravari and
Diego Klabjan and
Rafet Sifa and
Azita Parsaeian and
Anders Drachen and
Simon Demediuk},
title = {A Team Based Player Versus Player Recommender Systems Framework For
Player Improvement},
booktitle = {Proceedings of the Australasian Computer Science Week Multiconference,
{ACSW} 2019, Sydney, NSW, Australia, January 29-31, 2019},
pages = {45:1--45:7},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290688.3290750},
doi = {10.1145/3290688.3290750},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsw/JoshiGLCWRKSPDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clin/BritoSB19,
author = {Eduardo Brito and
Rafet Sifa and
Christian Bauckhage},
editor = {Hessel Haagsma and
Tim Kreutz and
Masha Medvedeva and
Walter Daelemans and
Malvina Nissim},
title = {Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch},
booktitle = {Proceedings of the Shared Task on Cross-Genre Gender Prediction in
Dutch at {CLIN29} (GxG@CLIN29) co-located with the 29th Conference
on Computational Linguistics in The Netherlands (CLIN29), Groningen,
The Netherlands, January 31, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2453},
pages = {22--29},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2453/paper03.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:43 +0100},
biburl = {https://dblp.org/rec/conf/clin/BritoSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/BritoSBLLP19,
author = {Eduardo Brito and
Rafet Sifa and
Christian Bauckhage and
R{\"{u}}diger Loitz and
Uwe Lohmeier and
Christin P{\"{u}}nt},
editor = {Sonja Schimmler and
Uwe M. Borghoff},
title = {A Hybrid {AI} Tool to Extract Key Performance Indicators from Financial
Reports for Benchmarking},
booktitle = {Proceedings of the {ACM} Symposium on Document Engineering 2019, Berlin,
Germany, September 23-26, 2019},
pages = {36:1--36:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3342558.3345420},
doi = {10.1145/3342558.3345420},
timestamp = {Tue, 07 May 2024 20:13:14 +0200},
biburl = {https://dblp.org/rec/conf/doceng/BritoSBLLP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/SifaLPRHKBSBLNB19,
author = {Rafet Sifa and
Anna Ladi and
Maren Pielka and
Rajkumar Ramamurthy and
Lars Patrick Hillebrand and
Birgit Kirsch and
David Biesner and
Robin Stenzel and
Thiago Bell and
Max L{\"{u}}bbering and
Ulrich N{\"{u}}tten and
Christian Bauckhage and
Ulrich Warning and
Benedikt F{\"{u}}rst and
Tim Dilmaghani Khameneh and
Daniel Thom and
Ilgar Huseynov and
Roland Kahlert and
Jennifer Schlums and
Hisham Ismail and
Bernd Kliem and
R{\"{u}}diger Loitz},
editor = {Sonja Schimmler and
Uwe M. Borghoff},
title = {Towards Automated Auditing with Machine Learning},
booktitle = {Proceedings of the {ACM} Symposium on Document Engineering 2019, Berlin,
Germany, September 23-26, 2019},
pages = {41:1--41:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3342558.3345421},
doi = {10.1145/3342558.3345421},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/doceng/SifaLPRHKBSBLNB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BauckhageS19,
author = {Christian Bauckhage and
Rafet Sifa},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Joint Selection of Central and Extremal Prototypes Based on Kernel
Minimum Enclosing Balls},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {252--259},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00040},
doi = {10.1109/DSAA.2019.00040},
timestamp = {Thu, 06 Feb 2020 15:53:51 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BauckhageS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fdg/AungDSTANRKSD19,
author = {Myat Aung and
Simon Demediuk and
Yuan Sun and
Ye Tu and
Yu Ang and
Siva Nekkanti and
Shantanu Raghav and
Diego Klabjan and
Rafet Sifa and
Anders Drachen},
editor = {Sebastian Deterding and
Foaad Khosmood and
Johanna Pirker and
Thomas H. Apperley},
title = {The trails of Just Cause 2: spatio-temporal player profiling in open-world
games},
booktitle = {Proceedings of the 14th International Conference on the Foundations
of Digital Games, {FDG} 2019, San Luis Obispo, California, USA, August
26-30, 2019},
pages = {41:1--41:11},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3337722.3337765},
doi = {10.1145/3337722.3337765},
timestamp = {Tue, 20 Jul 2021 13:40:19 +0200},
biburl = {https://dblp.org/rec/conf/fdg/AungDSTANRKSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthySSLB19,
author = {Rajkumar Ramamurthy and
Robin Stenzel and
Rafet Sifa and
Anna Ladi and
Christian Bauckhage},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Echo State Networks for Named Entity Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {110--120},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_11},
doi = {10.1007/978-3-030-30493-5\_11},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthySSLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BauckhageSD19,
author = {Christian Bauckhage and
Rafet Sifa and
Tiansi Dong},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Prototypes Within Minimum Enclosing Balls},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {365--376},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_36},
doi = {10.1007/978-3-030-30493-5\_36},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BauckhageSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthyBSSW19,
author = {Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa and
Jannis Sch{\"{u}}cker and
Stefan Wrobel},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Leveraging Domain Knowledge for Reinforcement Learning Using {MMC}
Architectures},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Deep
Learning - 28th International Conference on Artificial Neural Networks,
Munich, Germany, September 17-19, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11728},
pages = {595--607},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30484-3\_48},
doi = {10.1007/978-3-030-30484-3\_48},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthyBSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/OjedaCSSB19,
author = {C{\'{e}}sar Ali Marin Ojeda and
Kostadin Cvejoski and
Rafet Sifa and
Jannis Sch{\"{u}}cker and
Christian Bauckhage},
editor = {Yaxin Bi and
Rahul Bhatia and
Supriya Kapoor},
title = {Patterns and Outliers in Temporal Point Processes},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2019 Intelligent
Systems Conference, IntelliSys 2019, London, UK, September 5-6, 2019,
Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {1037},
pages = {507--526},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29516-5\_40},
doi = {10.1007/978-3-030-29516-5\_40},
timestamp = {Tue, 27 Aug 2019 09:00:24 +0200},
biburl = {https://dblp.org/rec/conf/intellisys/OjedaCSSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/PielkaSROB19,
author = {Maren Pielka and
Rafet Sifa and
Rajkumar Ramamurthy and
C{\'{e}}sar Ojeda and
Christian Bauckhage},
editor = {Yaxin Bi and
Rahul Bhatia and
Supriya Kapoor},
title = {A Community Detection Based Approach for Exploring Patterns in Player
Reviews},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2019 Intelligent
Systems Conference, IntelliSys 2019, London, UK, September 5-6, 2019,
Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {1037},
pages = {553--565},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29516-5\_43},
doi = {10.1007/978-3-030-29516-5\_43},
timestamp = {Tue, 27 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intellisys/PielkaSROB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhagePSHW19,
author = {Christian Bauckhage and
Nico Piatkowski and
Rafet Sifa and
Dirk Hecker and
Stefan Wrobel},
editor = {Robert J{\"{a}}schke and
Matthias Weidlich},
title = {A {QUBO} Formulation of the k-Medoids Problem},
booktitle = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen",
Berlin, Germany, September 30 - October 2, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2454},
pages = {54--63},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2454/paper\_39.pdf},
timestamp = {Fri, 26 May 2023 07:40:33 +0200},
biburl = {https://dblp.org/rec/conf/lwa/BauckhagePSHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageSHW19,
author = {Christian Bauckhage and
Rafet Sifa and
Dirk Hecker and
Stefan Wrobel},
editor = {Robert J{\"{a}}schke and
Matthias Weidlich},
title = {Max-Sum Dispersion via Quantum Annealing},
booktitle = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen",
Berlin, Germany, September 30 - October 2, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2454},
pages = {64--68},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2454/paper\_22.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageSHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SifaPRLHB19,
author = {Rafet Sifa and
Maren Pielka and
Rajkumar Ramamurthy and
Anna Ladi and
Lars Patrick Hillebrand and
Christian Bauckhage},
title = {Towards Contradiction Detection in German: a Translation-Driven Approach},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {2497--2505},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9003090},
doi = {10.1109/SSCI44817.2019.9003090},
timestamp = {Wed, 26 Feb 2020 16:57:41 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SifaPRLHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/PerryDKKNSWJ18,
author = {Ryan Perry and
Anders Drachen and
Allison Kearney and
Simone Kriglstein and
Lennart E. Nacke and
Rafet Sifa and
Guenter Wallner and
Daniel M. Johnson},
title = {Online-only friends, real-life friends or strangers? Differential
associations with passion and social capital in video game play},
journal = {Comput. Hum. Behav.},
volume = {79},
pages = {202--210},
year = {2018},
url = {https://doi.org/10.1016/j.chb.2017.10.032},
doi = {10.1016/J.CHB.2017.10.032},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chb/PerryDKKNSWJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entcom/PirkerRDS18,
author = {Johanna Pirker and
Andr{\'{e}} Rattinger and
Anders Drachen and
Rafet Sifa},
title = {Analyzing player networks in Destiny},
journal = {Entertain. Comput.},
volume = {25},
pages = {71--83},
year = {2018},
url = {https://doi.org/10.1016/j.entcom.2017.12.001},
doi = {10.1016/J.ENTCOM.2017.12.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entcom/PirkerRDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/SifaPZHJKD18,
author = {Rafet Sifa and
Eric Pawlakos and
Kevin Zhai and
Sai Haran and
Rohan Jha and
Diego Klabjan and
Anders Drachen},
editor = {David Abramson},
title = {Controlling the crucible: a novel PvP recommender systems framework
for \emph{destiny}},
booktitle = {Proceedings of the Australasian Computer Science Week Multiconference,
{ACSW} 2018, Brisbane, QLD, Australia, January 29 - February 02, 2018},
pages = {39:1--39:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3167918.3167926},
doi = {10.1145/3167918.3167926},
timestamp = {Tue, 20 Jun 2023 16:27:45 +0200},
biburl = {https://dblp.org/rec/conf/acsw/SifaPZHJKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/DrachenPLFCRSK18,
author = {Anders Drachen and
Mari Pastor and
Aron Liu and
Dylan Jack Fontaine and
Yuan Chang and
Julian Runge and
Rafet Sifa and
Diego Klabjan},
editor = {David Abramson},
title = {To be or not to be...social: incorporating simple social features
in mobile game customer lifetime value predictions},
booktitle = {Proceedings of the Australasian Computer Science Week Multiconference,
{ACSW} 2018, Brisbane, QLD, Australia, January 29 - February 02, 2018},
pages = {40:1--40:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3167918.3167925},
doi = {10.1145/3167918.3167925},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsw/DrachenPLFCRSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/SifaYRB18,
author = {Rafet Sifa and
Raheel Yawar and
Rajkumar Ramamurthy and
Christian Bauckhage},
editor = {Jonathan P. Rowe and
Gillian Smith},
title = {Matrix and Tensor Factorization Based Game Content Recommender Systems:
{A} Bottom-Up Architecture and a Comparative Online Evaluation},
booktitle = {Proceedings of the Fourteenth {AAAI} Conference on Artificial Intelligence
and Interactive Digital Entertainment, {AIIDE} 2018, November 13-17,
2018, Edmonton, Canada},
pages = {102--108},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/AIIDE/AIIDE18/paper/view/18124},
timestamp = {Wed, 10 Feb 2021 22:01:28 +0100},
biburl = {https://dblp.org/rec/conf/aiide/SifaYRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/DrescherWKSDP18,
author = {Christian Drescher and
Guenter Wallner and
Simone Kriglstein and
Rafet Sifa and
Anders Drachen and
Margit Pohl},
editor = {Regan L. Mandryk and
Mark Hancock and
Mark Perry and
Anna L. Cox},
title = {What Moves Players?: Visual Data Exploration of Twitter and Gameplay
Data},
booktitle = {Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26, 2018},
pages = {560},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3173574.3174134},
doi = {10.1145/3173574.3174134},
timestamp = {Fri, 12 Mar 2021 15:28:42 +0100},
biburl = {https://dblp.org/rec/conf/chi/DrescherWKSDP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/SifaRBK18,
author = {Rafet Sifa and
Julian Runge and
Christian Bauckhage and
Daniel Klapper},
editor = {Tung Bui},
title = {Customer Lifetime Value Prediction in Non-Contractual Freemium Settings:
Chasing High-Value Users Using Deep Neural Networks and {SMOTE}},
booktitle = {51st Hawaii International Conference on System Sciences, {HICSS} 2018,
Hilton Waikoloa Village, Hawaii, USA, January 3-6, 2018},
pages = {1--10},
publisher = {ScholarSpace / {AIS} Electronic Library (AISeL)},
year = {2018},
url = {https://hdl.handle.net/10125/50002},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/SifaRBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthyBSW18,
author = {Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa and
Stefan Wrobel},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Policy Learning Using {SPSA}},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11141},
pages = {3--12},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01424-7\_1},
doi = {10.1007/978-3-030-01424-7\_1},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthyBSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SifaPTB18,
author = {Rafet Sifa and
Daniel Paurat and
Daniel Trabold and
Christian Bauckhage},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Simple Recurrent Neural Networks for Support Vector Machine Training},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11141},
pages = {13--22},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01424-7\_2},
doi = {10.1007/978-3-030-01424-7\_2},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SifaPTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Sifa18,
author = {Rafet Sifa},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {An Overview of Frank-Wolfe Optimization for Stochasticity Constrained
Interpretable Matrix and Tensor Factorization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11140},
pages = {369--379},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01421-6\_36},
doi = {10.1007/978-3-030-01421-6\_36},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/Sifa18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageOSW18,
author = {Christian Bauckhage and
C{\'{e}}sar Ojeda and
Rafet Sifa and
Stefan Wrobel},
editor = {Rainer Gemulla and
Simone Paolo Ponzetto and
Christian Bizer and
Margret Keuper and
Heiner Stuckenschmidt},
title = {Adiabatic Quantum Computing for Kernel k=2 Means Clustering},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA}
2018, Mannheim, Germany, August 22-24, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2191},
pages = {21--32},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2191/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageOSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageOSSW18,
author = {Christian Bauckhage and
C{\'{e}}sar Ojeda and
Jannis Sch{\"{u}}cker and
Rafet Sifa and
Stefan Wrobel},
editor = {Rainer Gemulla and
Simone Paolo Ponzetto and
Christian Bizer and
Margret Keuper and
Heiner Stuckenschmidt},
title = {Informed Machine Learning Through Functional Composition},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA}
2018, Mannheim, Germany, August 22-24, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2191},
pages = {33--37},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2191/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageOSSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/RavariSSD17,
author = {Yaser Norouzzadeh Ravari and
Pieter Spronck and
Rafet Sifa and
Anders Drachen},
editor = {Brian Magerko and
Jonathan P. Rowe},
title = {Predicting Victory in a Hybrid Online Competitive Game: The Case of
Destiny},
booktitle = {Proceedings of the Thirteenth {AAAI} Conference on Artificial Intelligence
and Interactive Digital Entertainment (AIIDE-17), October 5-9, 2017,
Snowbird, Little Cottonwood Canyon, Utah, {USA}},
pages = {207--213},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/AIIDE/AIIDE17/paper/view/15824},
timestamp = {Wed, 10 Feb 2021 22:01:11 +0100},
biburl = {https://dblp.org/rec/conf/aiide/RavariSSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chiplay/SchaekermannRWK17,
author = {Mike Schaekermann and
Giovanni Ribeiro and
Guenter Wallner and
Simone Kriglstein and
Daniel M. Johnson and
Anders Drachen and
Rafet Sifa and
Lennart E. Nacke},
editor = {Ben A. M. Schouten and
Panos Markopoulos and
Phoebe O. Toups Dugas and
Paul A. Cairns and
Tilde Bekker},
title = {Curiously Motivated: Profiling Curiosity with Self-Reports and Behaviour
Metrics in the Game "Destiny"},
booktitle = {Proceedings of the Annual Symposium on Computer-Human Interaction
in Play, {CHI} {PLAY} 2017, Amsterdam, The Netherlands, October 15-18,
2017},
pages = {143--156},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3116595.3116603},
doi = {10.1145/3116595.3116603},
timestamp = {Tue, 06 Sep 2022 13:45:09 +0200},
biburl = {https://dblp.org/rec/conf/chiplay/SchaekermannRWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/StaffordDSD17,
author = {Tom Stafford and
Sam Devlin and
Rafet Sifa and
Anders Drachen},
editor = {Glenn Gunzelmann and
Andrew Howes and
Thora Tenbrink and
Eddy J. Davelaar},
title = {Exploration and Skill Acquisition in a Major Online Game},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society,
CogSci 2017, London, UK, 16-29 July 2017},
publisher = {cognitivesciencesociety.org},
year = {2017},
url = {https://mindmodeling.org/cogsci2017/papers/0615/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/StaffordDSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SifaB17,
author = {Rafet Sifa and
Christian Bauckhage},
title = {Online k-Maxoids Clustering},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {667--675},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.76},
doi = {10.1109/DSAA.2017.76},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SifaB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/BauckhageBCOSW17,
author = {Christian Bauckhage and
Eduardo Brito and
Kostadin Cvejoski and
C{\'{e}}sar Ojeda and
Rafet Sifa and
Stefan Wrobel},
editor = {Marcello Pelillo and
Edwin R. Hancock},
title = {Ising Models for Binary Clustering via Adiabatic Quantum Computing},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 11th International Conference, {EMMCVPR} 2017, Venice, Italy, October
30 - November 1, 2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10746},
pages = {3--17},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78199-0\_1},
doi = {10.1007/978-3-319-78199-0\_1},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/BauckhageBCOSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/OjedaCSB17,
author = {C{\'{e}}sar Ojeda and
Kostadin Cvejoski and
Rafet Sifa and
Christian Bauckhage},
title = {Inverse Dynamical Inheritance in Stack Exchange Taxonomies},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {644--647},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15622},
timestamp = {Fri, 19 May 2017 12:45:06 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/OjedaCSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/SifaOCB17,
author = {Rafet Sifa and
C{\'{e}}sar Ojeda and
Kostadin Cvejoski and
Christian Bauckhage},
editor = {Michael Leyer},
title = {Interpretable Matrix Factorization with Stochastic Nonnegative {DEDICOM}},
booktitle = {Lernen, Wissen, Daten, Analysen {(LWDA)} Conference Proceedings, Rostock,
Germany, September 11-13, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1917},
pages = {74},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1917/paper13.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/SifaOCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BritoSB17,
author = {Eduardo Brito and
Rafet Sifa and
Christian Bauckhage},
editor = {Michael Leyer},
title = {{KPCA} Embeddings: An Unsupervised Approach to Learn Vector Representations
of Finite Domain Sequences},
booktitle = {Lernen, Wissen, Daten, Analysen {(LWDA)} Conference Proceedings, Rostock,
Germany, September 11-13, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1917},
pages = {87},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1917/paper15.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BritoSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/DrachenLKRSRK16,
author = {Anders Drachen and
Eric Thurston Lundquist and
Yungjen Kung and
Pranav Simha Rao and
Rafet Sifa and
Julian Runge and
Diego Klabjan},
editor = {Nathan R. Sturtevant and
Brian Magerko},
title = {Rapid Prediction of Player Retention in Free-to-Play Mobile Games},
booktitle = {Proceedings of the Twelfth {AAAI} Conference on Artificial Intelligence
and Interactive Digital Entertainment, {AIIDE} 2016, October 8-12,
2016, Burlingame, California, {USA}},
pages = {23--29},
publisher = {{AAAI} Press},
year = {2016},
url = {http://aaai.org/ocs/index.php/AIIDE/AIIDE16/paper/view/13995},
timestamp = {Wed, 09 Feb 2022 09:38:53 +0100},
biburl = {https://dblp.org/rec/conf/aiide/DrachenLKRSRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/DrachenGGHLSK16,
author = {Anders Drachen and
James Green and
Chester Gray and
Elie Harik and
Patty Lu and
Rafet Sifa and
Diego Klabjan},
title = {Guns and guardians: Comparative cluster analysis and behavioral profiling
in destiny},
booktitle = {{IEEE} Conference on Computational Intelligence and Games, {CIG} 2016,
Santorini, Greece, September 20-23, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CIG.2016.7860423},
doi = {10.1109/CIG.2016.7860423},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cig/DrachenGGHLSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/DrachenRRS16,
author = {Anders Drachen and
Nicholas Ross and
Julian Runge and
Rafet Sifa},
title = {Stylized facts for mobile game analytics},
booktitle = {{IEEE} Conference on Computational Intelligence and Games, {CIG} 2016,
Santorini, Greece, September 20-23, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CIG.2016.7860392},
doi = {10.1109/CIG.2016.7860392},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/DrachenRRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/SifaSDOB16,
author = {Rafet Sifa and
Sridev Srikanth and
Anders Drachen and
C{\'{e}}sar Ojeda and
Christian Bauckhage},
title = {Predicting Retention in Sandbox Games with Tensor Factorization-based
Representation Learning},
booktitle = {{IEEE} Conference on Computational Intelligence and Games, {CIG} 2016,
Santorini, Greece, September 20-23, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CIG.2016.7860405},
doi = {10.1109/CIG.2016.7860405},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/SifaSDOB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/TamassiaRSDZH16,
author = {Marco Tamassia and
William L. Raffe and
Rafet Sifa and
Anders Drachen and
Fabio Zambetta and
Michael Hitchens},
title = {Predicting player churn in destiny: {A} Hidden Markov models approach
to predicting player departure in a major online game},
booktitle = {{IEEE} Conference on Computational Intelligence and Games, {CIG} 2016,
Santorini, Greece, September 20-23, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CIG.2016.7860431},
doi = {10.1109/CIG.2016.7860431},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/TamassiaRSDZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwec/RattingerWDPS16,
author = {Andr{\'{e}} Rattinger and
G{\"{u}}nter Wallner and
Anders Drachen and
Johanna Pirker and
Rafet Sifa},
editor = {G{\"{u}}nter Wallner and
Simone Kriglstein and
Helmut Hlavacs and
Rainer Malaka and
Artur Lugmayr and
Hyun{-}Seung Yang},
title = {Integrating and Inspecting Combined Behavioral Profiling and Social
Network Models in Destiny},
booktitle = {Entertainment Computing - {ICEC} 2016 - 15th {IFIP} {TC} 14 International
Conference, Vienna, Austria, September 28-30, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9926},
pages = {77--89},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46100-7\_7},
doi = {10.1007/978-3-319-46100-7\_7},
timestamp = {Thu, 14 Oct 2021 10:40:20 +0200},
biburl = {https://dblp.org/rec/conf/iwec/RattingerWDPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwec/PirkerGDS16,
author = {Johanna Pirker and
Simone Griesmayr and
Anders Drachen and
Rafet Sifa},
editor = {G{\"{u}}nter Wallner and
Simone Kriglstein and
Helmut Hlavacs and
Rainer Malaka and
Artur Lugmayr and
Hyun{-}Seung Yang},
title = {How Playstyles Evolve: Progression Analysis and Profiling in Just
Cause 2},
booktitle = {Entertainment Computing - {ICEC} 2016 - 15th {IFIP} {TC} 14 International
Conference, Vienna, Austria, September 28-30, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9926},
pages = {90--101},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46100-7\_8},
doi = {10.1007/978-3-319-46100-7\_8},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwec/PirkerGDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/OjedaCSB16,
author = {C{\'{e}}sar Ojeda and
Kostadin Cvejoski and
Rafet Sifa and
Christian Bauckhage},
editor = {Ralf Krestel and
Davide Mottin and
Emmanuel M{\"{u}}ller},
title = {Variable Attention and Variable Noise: Forecasting User Activity},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Potsdam,
Germany, September 12-14, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1670},
pages = {347--358},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1670/paper-68.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/OjedaCSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DrachenLKRKSR16,
author = {Anders Drachen and
Eric Thurston Lundquist and
Yungjen Kung and
Pranav Simha Rao and
Diego Klabjan and
Rafet Sifa and
Julian Runge},
title = {Rapid Prediction of Player Retention in Free-to-Play Mobile Games},
journal = {CoRR},
volume = {abs/1607.03202},
year = {2016},
url = {http://arxiv.org/abs/1607.03202},
eprinttype = {arXiv},
eprint = {1607.03202},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DrachenLKRKSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/BauckhageDS15,
author = {Christian Bauckhage and
Anders Drachen and
Rafet Sifa},
title = {Clustering Game Behavior Data},
journal = {{IEEE} Trans. Comput. Intell. {AI} Games},
volume = {7},
number = {3},
pages = {266--278},
year = {2015},
url = {https://doi.org/10.1109/TCIAIG.2014.2376982},
doi = {10.1109/TCIAIG.2014.2376982},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tciaig/BauckhageDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/SifaHRDKB15,
author = {Rafet Sifa and
Fabian Hadiji and
Julian Runge and
Anders Drachen and
Kristian Kersting and
Christian Bauckhage},
editor = {Arnav Jhala and
Nathan R. Sturtevant},
title = {Predicting Purchase Decisions in Mobile Free-to-Play Games},
booktitle = {Proceedings of the Eleventh {AAAI} Conference on Artificial Intelligence
and Interactive Digital Entertainment, {AIIDE} 2015, November 14-18,
2015, University of California, Santa Cruz, CA, {USA}},
pages = {79--85},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE15/paper/view/11544},
timestamp = {Wed, 09 Feb 2022 09:38:53 +0100},
biburl = {https://dblp.org/rec/conf/aiide/SifaHRDKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/SifaDB15,
author = {Rafet Sifa and
Anders Drachen and
Christian Bauckhage},
editor = {Arnav Jhala and
Nathan R. Sturtevant},
title = {Large-Scale Cross-Game Player Behavior Analysis on Steam},
booktitle = {Proceedings of the Eleventh {AAAI} Conference on Artificial Intelligence
and Interactive Digital Entertainment, {AIIDE} 2015, November 14-18,
2015, University of California, Santa Cruz, CA, {USA}},
pages = {198--204},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE15/paper/view/11542},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aiide/SifaDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageS15,
author = {Christian Bauckhage and
Rafet Sifa},
editor = {Ralph Bergmann and
Sebastian G{\"{o}}rg and
Gilbert M{\"{u}}ller},
title = {k-Maxoids Clustering},
booktitle = {Proceedings of the {LWA} 2015 Workshops: KDML, FGWM, IR, and FGDB,
Trier, Germany, October 7-9, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1458},
pages = {133--144},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1458/E19\_CRC4\_Bauckhage.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SifaOB15,
author = {Rafet Sifa and
C{\'{e}}sar Ojeda and
Christian Bauckhage},
editor = {Hannes Werthner and
Markus Zanker and
Jennifer Golbeck and
Giovanni Semeraro},
title = {User Churn Migration Analysis with {DEDICOM}},
booktitle = {Proceedings of the 9th {ACM} Conference on Recommender Systems, RecSys
2015, Vienna, Austria, September 16-20, 2015},
pages = {321--324},
publisher = {{ACM}},
year = {2015},
url = {https://dl.acm.org/citation.cfm?id=2799680},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/SifaOB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entcom/DrachenST14,
author = {Anders Drachen and
Rafet Sifa and
Christian Thurau},
title = {The name in the game: Patterns in character names and gamer tags},
journal = {Entertain. Comput.},
volume = {5},
number = {1},
pages = {21--32},
year = {2014},
url = {https://doi.org/10.1016/j.entcom.2014.02.001},
doi = {10.1016/J.ENTCOM.2014.02.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entcom/DrachenST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/BauckhageSDTH14,
author = {Christian Bauckhage and
Rafet Sifa and
Anders Drachen and
Christian Thurau and
Fabian Hadiji},
title = {Beyond heatmaps: Spatio-temporal clustering using behavior-based partitioning
of game levels},
booktitle = {2014 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2014, Dortmund, Germany, August 26-29, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIG.2014.6932865},
doi = {10.1109/CIG.2014.6932865},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cig/BauckhageSDTH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/HadijiSDTKB14,
author = {Fabian Hadiji and
Rafet Sifa and
Anders Drachen and
Christian Thurau and
Kristian Kersting and
Christian Bauckhage},
title = {Predicting player churn in the wild},
booktitle = {2014 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2014, Dortmund, Germany, August 26-29, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIG.2014.6932876},
doi = {10.1109/CIG.2014.6932876},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/HadijiSDTKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/SifaBD14,
author = {Rafet Sifa and
Christian Bauckhage and
Anders Drachen},
title = {The Playtime Principle: Large-scale cross-games interest modeling},
booktitle = {2014 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2014, Dortmund, Germany, August 26-29, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIG.2014.6932906},
doi = {10.1109/CIG.2014.6932906},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/SifaBD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/SifaBD14,
author = {Rafet Sifa and
Christian Bauckhage and
Anders Drachen},
editor = {Thomas Seidl and
Marwan Hassani and
Christian Beecks},
title = {Archetypal Game Recommender Systems},
booktitle = {Proceedings of the 16th {LWA} Workshops: KDML, {IR} and FGWM, Aachen,
Germany, September 8-10, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1226},
pages = {45--56},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1226/paper10.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/SifaBD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DrachenTSB14,
author = {Anders Drachen and
Christian Thurau and
Rafet Sifa and
Christian Bauckhage},
title = {A Comparison of Methods for Player Clustering via Behavioral Telemetry},
journal = {CoRR},
volume = {abs/1407.3950},
year = {2014},
url = {http://arxiv.org/abs/1407.3950},
eprinttype = {arXiv},
eprint = {1407.3950},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DrachenTSB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/SifaB13,
author = {Rafet Sifa and
Christian Bauckhage},
title = {Archetypical motion: Supervised game behavior learning with Archetypal
Analysis},
booktitle = {2013 {IEEE} Conference on Computational Inteligence in Games (CIG),
Niagara Falls, ON, Canada, August 11-13, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIG.2013.6633609},
doi = {10.1109/CIG.2013.6633609},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cig/SifaB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/SifaDBTC13,
author = {Rafet Sifa and
Anders Drachen and
Christian Bauckhage and
Christian Thurau and
Alessandro Canossa},
title = {Behavior evolution in Tomb Raider Underworld},
booktitle = {2013 {IEEE} Conference on Computational Inteligence in Games (CIG),
Niagara Falls, ON, Canada, August 11-13, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIG.2013.6633637},
doi = {10.1109/CIG.2013.6633637},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cig/SifaDBTC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fdg/DrachenTSB13,
author = {Anders Drachen and
Christian Thurau and
Rafet Sifa and
Christian Bauckhage},
editor = {Georgios N. Yannakakis and
Espen Aarseth and
Kristine J{\o}rgensen and
James C. Lester},
title = {A comparison of methods for player clustering via behavioral telemetry},
booktitle = {Proceedings of the 8th International Conference on the Foundations
of Digital Games, {FDG} 2013, Chania, Crete, Greece, May 14-17, 2013},
pages = {245--252},
publisher = {Society for the Advancement of the Science of Digital Games},
year = {2013},
url = {http://www.fdg2013.org/program/papers/paper32\_drachen\_etal.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fdg/DrachenTSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/BauckhageKSTDC12,
author = {Christian Bauckhage and
Kristian Kersting and
Rafet Sifa and
Christian Thurau and
Anders Drachen and
Alessandro Canossa},
title = {How players lose interest in playing a game: An empirical study based
on distributions of total playing times},
booktitle = {2012 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2012, Granada, Spain, September 11-14, 2012},
pages = {139--146},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIG.2012.6374148},
doi = {10.1109/CIG.2012.6374148},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cig/BauckhageKSTDC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/DrachenSBT12,
author = {Anders Drachen and
Rafet Sifa and
Christian Bauckhage and
Christian Thurau},
title = {Guns, swords and data: Clustering of player behavior in computer games
in the wild},
booktitle = {2012 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2012, Granada, Spain, September 11-14, 2012},
pages = {163--170},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIG.2012.6374152},
doi = {10.1109/CIG.2012.6374152},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/DrachenSBT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-09-13 01:41 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
