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ORCIDBibTeX records: Benjamin Paaßen
@inproceedings{DBLP:conf/delfi/BlancRP23,
author = {Berit Blanc and
Insa Reichow and
Benjamin Paa{\ss}en},
editor = {Ren{\'{e}} R{\"{o}}pke and
Ulrik Schroeder},
title = {Was wirkt? Eine Literaturstudie zur Wirksamkeit von Systemeigenschaften
in Mathematik-Lernumgebungen},
booktitle = {{DELFI} 2023, Die 21. Fachtagung Bildungstechnologien der Gesellschaft
f{\"{u}}r Informatik e.V., 11.-13. September 2023, Aachen},
series = {{LNI}},
volume = {{P-338}},
pages = {61},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023},
url = {https://doi.org/10.18420/delfi2023-61},
doi = {10.18420/DELFI2023-61},
timestamp = {Wed, 18 Oct 2023 15:31:18 +0200},
biburl = {https://dblp.org/rec/conf/delfi/BlancRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08486,
author = {Janine Strotherm and
Alissa M{\"{u}}ller and
Barbara Hammer and
Benjamin Paa{\ss}en},
title = {Fairness in KI-Systemen},
journal = {CoRR},
volume = {abs/2307.08486},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08486},
doi = {10.48550/ARXIV.2307.08486},
eprinttype = {arXiv},
eprint = {2307.08486},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06100,
author = {Philipp V{\"{a}}th and
Alexander M. Fr{\"{u}}hwald and
Benjamin Paa{\ss}en and
Magda Gregorova},
title = {Diffusion-based Visual Counterfactual Explanations - Towards Systematic
Quantitative Evaluation},
journal = {CoRR},
volume = {abs/2308.06100},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06100},
doi = {10.48550/ARXIV.2308.06100},
eprinttype = {arXiv},
eprint = {2308.06100},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PaassenSH22,
author = {Benjamin Paa{\ss}en and
Alexander Schulz and
Barbara Hammer},
title = {Reservoir stack machines},
journal = {Neurocomputing},
volume = {470},
pages = {352--364},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.05.106},
doi = {10.1016/J.NEUCOM.2021.05.106},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PaassenSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PaassenKY22,
author = {Benjamin Paa{\ss}en and
Irena Koprinska and
Kalina Yacef},
title = {Recursive tree grammar autoencoders},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3393--3423},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06223-7},
doi = {10.1007/S10994-022-06223-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PaassenKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PaassenSSH22,
author = {Benjamin Paa{\ss}en and
Alexander Schulz and
Terrence C. Stewart and
Barbara Hammer},
title = {Reservoir Memory Machines as Neural Computers},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2575--2585},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3094139},
doi = {10.1109/TNNLS.2021.3094139},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/PaassenSSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/PaassenDFP22,
author = {Benjamin Paa{\ss}en and
Malwina Dywel and
Melanie Fleckenstein and
Niels Pinkwart},
editor = {Maria Mercedes T. Rodrigo and
Noboru Matsuda and
Alexandra I. Cristea and
Vania Dimitrova},
title = {Interpretable Knowledge Gain Prediction for Vocational Preparatory
E-Learnings},
booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results,
Workshops and Tutorials, Industry and Innovation Tracks, Practitioners'
and Doctoral Consortium - 23rd International Conference, {AIED} 2022,
Durham, UK, July 27-31, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13356},
pages = {132--137},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-11647-6\_23},
doi = {10.1007/978-3-031-11647-6\_23},
timestamp = {Fri, 16 Feb 2024 09:02:05 +0100},
biburl = {https://dblp.org/rec/conf/aied/PaassenDFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/Paassen0GRK22,
author = {Benjamin Paa{\ss}en and
Tobias Baumgartner and
Mai Geisen and
Nina Riedl and
Milos Kravcik},
editor = {Khaleel Asyraaf Mat Sanusi and
Bibeg Limbu and
Jan Schneider and
Daniele Di Mitri and
Roland Klemke},
title = {Few-shot Keypose Detection for Learning of Psychomotor Skills},
booktitle = {Proceedings of the Second International Workshop on Multimodal Immersive
Learning Systems (MILeS 2022) At the Seventeenth European Conference
on Technology Enhanced Learning {(EC-TEL} 2022), Toulouse, France,
September 12th-16th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3247},
pages = {22--27},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3247/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:31 +0100},
biburl = {https://dblp.org/rec/conf/ectel/Paassen0GRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenDFP22,
author = {Benjamin Paa{\ss}en and
Malwina Dywel and
Melanie Fleckenstein and
Niels Pinkwart},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Sparse Factor Autoencoders for Item Response Theory},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.2/index.html},
timestamp = {Mon, 26 Feb 2024 16:21:22 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenDFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenGP22,
author = {Benjamin Paa{\ss}en and
Christina G{\"{o}}pfert and
Niels Pinkwart},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Faster Confidence Intervals for Item Response Theory via an Approximate
Likelihood Profile},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.59/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PiconesPKY22,
author = {Gio Picones and
Benjamin Paa{\ss}en and
Irena Koprinska and
Kalina Yacef},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Combining domain modelling and student modelling techniques in a single
automated pipeline},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.19/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PiconesPKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05227,
author = {Anastasia Kovalkov and
Benjamin Paa{\ss}en and
Avi Segal and
Niels Pinkwart and
Kobi Gal},
title = {Automatic Creativity Measurement in Scratch Programs Across Modalities},
journal = {CoRR},
volume = {abs/2211.05227},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05227},
doi = {10.48550/ARXIV.2211.05227},
eprinttype = {arXiv},
eprint = {2211.05227},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/KovalkovPSPG21,
author = {Anastasia Kovalkov and
Benjamin Paa{\ss}en and
Avi Segal and
Niels Pinkwart and
Kobi Gal},
title = {Automatic Creativity Measurement in Scratch Programs Across Modalities},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {14},
number = {6},
pages = {740--753},
year = {2021},
url = {https://doi.org/10.1109/TLT.2022.3144442},
doi = {10.1109/TLT.2022.3144442},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlt/KovalkovPSPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ace/McBroomPJKY21,
author = {Jessica McBroom and
Benjamin Paassen and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Claudia Szabo and
Judy Sheard},
title = {Progress Networks as a Tool for Analysing Student Programming Difficulties},
booktitle = {{ACE} '21: 23rd Australasian Computing Education Conference, Auckland,
New Zealand (and virtually), 2-5February, 2021},
pages = {158--167},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3441636.3442366},
doi = {10.1145/3441636.3442366},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ace/McBroomPJKY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KovalkovPSGP21,
author = {Anastasia Kovalkov and
Benjamin Paassen and
Avi Segal and
Kobi Gal and
Niels Pinkwart},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Modeling Creativity in Visual Programming: From Theory to Practice},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 16:46:41 +0100},
biburl = {https://dblp.org/rec/conf/edm/KovalkovPSGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenBLRWSKBP21,
author = {Benjamin Paa{\ss}en and
Andreas Bertsch and
Katharina Langer{-}Fischer and
Sylvio R{\"{u}}dian and
Xia Wang and
Rupali Sinha and
Jakub Kuzilek and
Stefan Britsch and
Niels Pinkwart},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Analyzing Student Success and Mistakes in Virtual Microscope Structure
Search Tasks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenBLRWSKBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenMJKY21,
author = {Benjamin Paa{\ss}en and
Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {ast2vec: Utilizing Recursive Neural Encodings of Python Programs},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenMJKY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenMJKY21a,
author = {Benjamin Paa{\ss}en and
Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Next Steps for Next-step Hints: Lessons Learned from Teacher Evaluations
of Automatic Programming Hints (Full Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenMJKY21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuBPA21,
author = {Davide Bacciu and
Filippo Maria Bianchi and
Benjamin Paassen and
Cesare Alippi},
title = {Deep learning for graphs},
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.ES2021-5},
doi = {10.14428/ESANN/2021.ES2021-5},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuBPA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PaassenGZAH21,
author = {Benjamin Paassen and
Daniele Grattarola and
Daniele Zambon and
Cesare Alippi and
Barbara Hammer},
title = {Graph Edit Networks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=dlEJsyHGeaL},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/PaassenGZAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/Paassen21,
author = {Benjamin Paa{\ss}en},
editor = {Nora Reyes and
Richard Connor and
Nils M. Kriege and
Daniyal Kazempour and
Ilaria Bartolini and
Erich Schubert and
Jian{-}Jia Chen},
title = {An A*-algorithm for the Unordered Tree Edit Distance with Custom Costs},
booktitle = {Similarity Search and Applications - 14th International Conference,
{SISAP} 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13058},
pages = {364--371},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89657-7\_27},
doi = {10.1007/978-3-030-89657-7\_27},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sisap/Paassen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ectel/2021miles,
editor = {Roland Klemke and
Khaleel Asyraaf Mat Sanusi and
Daniel Majonica and
Anja Richert and
Val{\'{e}}rie Varney and
Tobias Keller and
Jan Schneider and
Daniele Di Mitri and
George{-}Petru Ciordas{-}Hertel and
Fernando P. Cardenas{-}Hernandez and
Gianluca Romano and
Milos Kravc{\'{\i}}k and
Benjamin Paa{\ss}en and
Ralf Klamma and
Michal Slupczynski and
Stefanie Klatt and
Mai Geisen and
Tobias Baumgartner and
Nina Riedl},
title = {Proceedings of the First International Workshop on Multimodal Immersive
Learning Systems (MILeS 2021) At the Sixteenth European Conference
on Technology Enhanced Learning: Technology-Enhanced Learning for
a Free, Safe, and Sustainable World. {(EC-TEL} 2021), Online (Bozen-Bolzano,
Italy), September 20-24, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2979},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2979},
urn = {urn:nbn:de:0074-2979-8},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ectel/2021miles.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11614,
author = {Benjamin Paa{\ss}en and
Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
title = {ast2vec: Utilizing Recursive Neural Encodings of Python Programs},
journal = {CoRR},
volume = {abs/2103.11614},
year = {2021},
url = {https://arxiv.org/abs/2103.11614},
eprinttype = {arXiv},
eprint = {2103.11614},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01616,
author = {Benjamin Paa{\ss}en and
Alexander Schulz and
Barbara Hammer},
title = {Reservoir Stack Machines},
journal = {CoRR},
volume = {abs/2105.01616},
year = {2021},
url = {https://arxiv.org/abs/2105.01616},
eprinttype = {arXiv},
eprint = {2105.01616},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00953,
author = {Benjamin Paa{\ss}en},
title = {An A*-algorithm for the Unordered Tree Edit Distance with Custom Costs},
journal = {CoRR},
volume = {abs/2108.00953},
year = {2021},
url = {https://arxiv.org/abs/2108.00953},
eprinttype = {arXiv},
eprint = {2108.00953},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbsn/MorgenrothSP20,
author = {Thekla Morgenroth and
Michelle Stratemeyer and
Benjamin Paa{\ss}en},
title = {The Gendered Nature and Malleability of Gamer Stereotypes},
journal = {Cyberpsychology Behav. Soc. Netw.},
volume = {23},
number = {8},
pages = {557--561},
year = {2020},
url = {https://doi.org/10.1089/cyber.2019.0577},
doi = {10.1089/CYBER.2019.0577},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbsn/MorgenrothSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Paassen020,
author = {Benjamin Paassen and
Alexander Schulz},
title = {Reservoir memory machines},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {567--572},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-82.pdf},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Paassen020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PaassenKY20,
author = {Benjamin Paassen and
Irena Koprinska and
Kalina Yacef},
title = {Tree Echo State Autoencoders with Grammars},
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/IJCNN48605.2020.9207165},
doi = {10.1109/IJCNN48605.2020.9207165},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PaassenKY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04793,
author = {Benjamin Paassen and
Alexander Schulz},
title = {Reservoir memory machines},
journal = {CoRR},
volume = {abs/2003.04793},
year = {2020},
url = {https://arxiv.org/abs/2003.04793},
eprinttype = {arXiv},
eprint = {2003.04793},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08925,
author = {Benjamin Paassen and
Irena Koprinska and
Kalina Yacef},
title = {Tree Echo State Autoencoders with Grammars},
journal = {CoRR},
volume = {abs/2004.08925},
year = {2020},
url = {https://arxiv.org/abs/2004.08925},
eprinttype = {arXiv},
eprint = {2004.08925},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06342,
author = {Benjamin Paa{\ss}en and
Alexander Schulz and
Terrence C. Stewart and
Barbara Hammer},
title = {Reservoir Memory Machines as Neural Computers},
journal = {CoRR},
volume = {abs/2009.06342},
year = {2020},
url = {https://arxiv.org/abs/2009.06342},
eprinttype = {arXiv},
eprint = {2009.06342},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02097,
author = {Benjamin Paassen and
Irena Koprinska and
Kalina Yacef},
title = {Recursive Tree Grammar Autoencoders},
journal = {CoRR},
volume = {abs/2012.02097},
year = {2020},
url = {https://arxiv.org/abs/2012.02097},
eprinttype = {arXiv},
eprint = {2012.02097},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Paassen19,
author = {Benjamin Paa{\ss}en},
title = {Metric Learning for Structured Data},
school = {Bielefeld University, Germany},
year = {2019},
url = {https://pub.uni-bielefeld.de/record/2935545},
urn = {urn:nbn:de:0070-pub-29355459},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Paassen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/PriceDZPLCB19,
author = {Thomas W. Price and
Yihuan Dong and
Rui Zhi and
Benjamin Paa{\ss}en and
Nicholas Lytle and
Veronica Catet{\'{e}} and
Tiffany Barnes},
title = {A Comparison of the Quality of Data-Driven Programming Hint Generation
Algorithms},
journal = {Int. J. Artif. Intell. Educ.},
volume = {29},
number = {3},
pages = {368--395},
year = {2019},
url = {https://doi.org/10.1007/s40593-019-00177-z},
doi = {10.1007/S40593-019-00177-Z},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiedu/PriceDZPLCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenBHSV19,
author = {Benjamin Paa{\ss}en and
Astrid Bunge and
Carolin Hainke and
Leon Sindelar and
Matthias Vogelsang},
title = {Dynamic fairness - Breaking vicious cycles in automatic decision making},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenBHSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenGMS19,
author = {Benjamin Paa{\ss}en and
Claudio Gallicchio and
Alessio Micheli and
Alessandro Sperduti},
title = {Embeddings and Representation Learning for Structured Data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenGMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Paassen19,
author = {Benjamin Paa{\ss}en},
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ronaldo Menezes and
Richard Allmendinger},
title = {Adversarial Edit Attacks for Tree Data},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019
- 20th International Conference, Manchester, UK, November 14-16, 2019,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11871},
pages = {359--366},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33607-3\_39},
doi = {10.1007/978-3-030-33607-3\_39},
timestamp = {Thu, 08 Oct 2020 17:51:06 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Paassen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00375,
author = {Benjamin Paa{\ss}en and
Astrid Bunge and
Carolin Hainke and
Leon Sindelar and
Matthias Vogelsang},
title = {Dynamic fairness - Breaking vicious cycles in automatic decision making},
journal = {CoRR},
volume = {abs/1902.00375},
year = {2019},
url = {http://arxiv.org/abs/1902.00375},
eprinttype = {arXiv},
eprint = {1902.00375},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06147,
author = {Benjamin Paa{\ss}en and
Claudio Gallicchio and
Alessio Micheli and
Alessandro Sperduti},
title = {Embeddings and Representation Learning for Structured Data},
journal = {CoRR},
volume = {abs/1905.06147},
year = {2019},
url = {http://arxiv.org/abs/1905.06147},
eprinttype = {arXiv},
eprint = {1905.06147},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09364,
author = {Benjamin Paa{\ss}en},
title = {Adversarial Edit Attacks for Tree Data},
journal = {CoRR},
volume = {abs/1908.09364},
year = {2019},
url = {http://arxiv.org/abs/1908.09364},
eprinttype = {arXiv},
eprint = {1908.09364},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PaassenSHH18,
author = {Benjamin Paa{\ss}en and
Alexander Schulz and
Janne Hahne and
Barbara Hammer},
title = {Expectation maximization transfer learning and its application for
bionic hand prostheses},
journal = {Neurocomputing},
volume = {298},
pages = {122--133},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.11.072},
doi = {10.1016/J.NEUCOM.2017.11.072},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PaassenSHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/PaassenGH18,
author = {Benjamin Paa{\ss}en and
Christina G{\"{o}}pfert and
Barbara Hammer},
title = {Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces},
journal = {Neural Process. Lett.},
volume = {48},
number = {2},
pages = {669--689},
year = {2018},
url = {https://doi.org/10.1007/s11063-017-9684-5},
doi = {10.1007/S11063-017-9684-5},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/PaassenGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaassenGMH18,
author = {Benjamin Paa{\ss}en and
Claudio Gallicchio and
Alessio Micheli and
Barbara Hammer},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Tree Edit Distance Learning via Adaptive Symbol Embeddings},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3973--3982},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/paassen18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/PaassenGMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06869,
author = {Benjamin Paa{\ss}en},
title = {Revisiting the tree edit distance and its backtracing: {A} tutorial},
journal = {CoRR},
volume = {abs/1805.06869},
year = {2018},
url = {http://arxiv.org/abs/1805.06869},
eprinttype = {arXiv},
eprint = {1805.06869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07123,
author = {Benjamin Paa{\ss}en},
title = {Tree Edit Distance Learning via Adaptive Symbol Embeddings: Supplementary
Materials and Results},
journal = {CoRR},
volume = {abs/1805.07123},
year = {2018},
url = {http://arxiv.org/abs/1805.07123},
eprinttype = {arXiv},
eprint = {1805.07123},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05009,
author = {Benjamin Paa{\ss}en and
Claudio Gallicchio and
Alessio Micheli and
Barbara Hammer},
title = {Tree Edit Distance Learning via Adaptive Symbol Embeddings},
journal = {CoRR},
volume = {abs/1806.05009},
year = {2018},
url = {http://arxiv.org/abs/1806.05009},
eprinttype = {arXiv},
eprint = {1806.05009},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/Prahm0PAHD17,
author = {Cosima Prahm and
Alexander Schulz and
Benjamin Paa{\ss}en and
Oskar Aszmann and
Barbara Hammer and
Georg Dorffner},
editor = {Annette ten Teije and
Christian Popow and
John H. Holmes and
Lucia Sacchi},
title = {Echo State Networks as Novel Approach for Low-Cost Myoelectric Control},
booktitle = {Artificial Intelligence in Medicine - 16th Conference on Artificial
Intelligence in Medicine, {AIME} 2017, Vienna, Austria, June 21-24,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10259},
pages = {338--342},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59758-4\_40},
doi = {10.1007/978-3-319-59758-4\_40},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aime/Prahm0PAHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Paassen0HH17,
author = {Benjamin Paassen and
Alexander Schulz and
Janne Hahne and
Barbara Hammer},
title = {An {EM} transfer learning algorithm with applications in bionic hand
prostheses},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-57.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Paassen0HH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Berger0PH17,
author = {Kolja Berger and
Alexander Schulz and
Benjamin Paa{\ss}en and
Barbara Hammer},
title = {Linear supervised transfer learning for the large margin nearest neighbor
classifier},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285359},
doi = {10.1109/SSCI.2017.8285359},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/Berger0PH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PaassenGH17,
author = {Benjamin Paa{\ss}en and
Christina G{\"{o}}pfert and
Barbara Hammer},
title = {Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces},
journal = {CoRR},
volume = {abs/1704.06498},
year = {2017},
url = {http://arxiv.org/abs/1704.06498},
eprinttype = {arXiv},
eprint = {1704.06498},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PaassenGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-06564,
author = {Benjamin Paa{\ss}en and
Barbara Hammer and
Thomas William Price and
Tiffany Barnes and
Sebastian Gross and
Niels Pinkwart},
title = {The Continuous Hint Factory - Providing Hints in Vast and Sparsely
Populated Edit Distance Spaces},
journal = {CoRR},
volume = {abs/1708.06564},
year = {2017},
url = {http://arxiv.org/abs/1708.06564},
eprinttype = {arXiv},
eprint = {1708.06564},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-06564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09256,
author = {Benjamin Paa{\ss}en and
Alexander Schulz and
Janne Hahne and
Barbara Hammer},
title = {Expectation maximization transfer learning and its application for
bionic hand prostheses},
journal = {CoRR},
volume = {abs/1711.09256},
year = {2017},
url = {http://arxiv.org/abs/1711.09256},
eprinttype = {arXiv},
eprint = {1711.09256},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PaassenMH16,
author = {Benjamin Paa{\ss}en and
Bassam Mokbel and
Barbara Hammer},
title = {Adaptive structure metrics for automated feedback provision in intelligent
tutoring systems},
journal = {Neurocomputing},
volume = {192},
pages = {3--13},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.12.108},
doi = {10.1016/J.NEUCOM.2015.12.108},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PaassenMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenJH16,
author = {Benjamin Paa{\ss}en and
Joris Jensen and
Barbara Hammer},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Execution Traces as a Powerful Data Representation for Intelligent
Tutoring Systems for Programming},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {183--190},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_17.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenGH16,
author = {Benjamin Paassen and
Christina G{\"{o}}pfert and
Barbara Hammer},
title = {Gaussian process prediction for time series of structured data},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-109.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KummertPJGH16,
author = {Johannes Kummert and
Benjamin Paassen and
Joris Jensen and
Christina G{\"{o}}pfert and
Barbara Hammer},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Local Reject Option for Deterministic Multi-class {SVM}},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9887},
pages = {251--258},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44781-0\_30},
doi = {10.1007/978-3-319-44781-0\_30},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/KummertPJGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GopfertPH16,
author = {Christina G{\"{o}}pfert and
Benjamin Paassen and
Barbara Hammer},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Convergence of Multi-pass Large Margin Nearest Neighbor Metric Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9886},
pages = {510--517},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44778-0\_60},
doi = {10.1007/978-3-319-44778-0\_60},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/GopfertPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MokbelPSH15,
author = {Bassam Mokbel and
Benjamin Paa{\ss}en and
Frank{-}Michael Schleif and
Barbara Hammer},
title = {Metric learning for sequences in relational {LVQ}},
journal = {Neurocomputing},
volume = {169},
pages = {306--322},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.11.082},
doi = {10.1016/J.NEUCOM.2014.11.082},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MokbelPSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/WalterHMPH15,
author = {Oliver Walter and
Reinhold Haeb{-}Umbach and
Bassam Mokbel and
Benjamin Paa{\ss}en and
Barbara Hammer},
title = {Autonomous Learning of Representations},
journal = {K{\"{u}}nstliche Intell.},
volume = {29},
number = {4},
pages = {339--351},
year = {2015},
url = {https://doi.org/10.1007/s13218-015-0372-1},
doi = {10.1007/S13218-015-0372-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/WalterHMPH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Paassen15,
author = {Benjamin Paa{\ss}en},
title = {Interview with Werner von Seelen},
journal = {K{\"{u}}nstliche Intell.},
volume = {29},
number = {4},
pages = {445--448},
year = {2015},
url = {https://doi.org/10.1007/s13218-015-0368-x},
doi = {10.1007/S13218-015-0368-X},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Paassen15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenMH15,
author = {Benjamin Paa{\ss}en and
Bassam Mokbel and
Barbara Hammer},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent
Tutoring Systems},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {632},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/demo632.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/PaassenMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenMH15,
author = {Benjamin Paassen and
Bassam Mokbel and
Barbara Hammer},
title = {Adaptive structure metrics for automated feedback provision in Java
programming},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-43.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijlt/GrossMPHP14,
author = {Sebastian Gross and
Bassam Mokbel and
Benjamin Paa{\ss}en and
Barbara Hammer and
Niels Pinkwart},
title = {Example-based feedback provision using structured solution spaces},
journal = {Int. J. Learn. Technol.},
volume = {9},
number = {3},
pages = {248--280},
year = {2014},
url = {https://doi.org/10.1504/IJLT.2014.065752},
doi = {10.1504/IJLT.2014.065752},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijlt/GrossMPHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HofmannSPH14,
author = {Daniela Hofmann and
Frank{-}Michael Schleif and
Benjamin Paa{\ss}en and
Barbara Hammer},
title = {Learning interpretable kernelized prototype-based models},
journal = {Neurocomputing},
volume = {141},
pages = {84--96},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.03.003},
doi = {10.1016/J.NEUCOM.2014.03.003},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HofmannSPH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-swaie/PaassenSDGBKMKH14,
author = {Benjamin Paassen and
Andreas St{\"{o}}ckel and
Raphael Dickfelder and
Jan Philip G{\"{o}}pfert and
Nicole Brazda and
Tarek Kirchhoffer and
Hans Werner M{\"{u}}ller and
Roman Klinger and
Matthias Hartung and
Philipp Cimiano},
editor = {Diana Maynard and
Marieke van Erp and
Brian Davis},
title = {Ontology-based Extraction of Structured Information from Publications
on Preclinical Experiments for Spinal Cord Injury Treatments},
booktitle = {Proceedings of the Third Workshop on Semantic Web and Information
Extraction, SWAIE@COLING 2014, Dublin, Ireland, August 24, 2014},
pages = {25--32},
publisher = {Association for Computational Linguistics and Dublin City University},
year = {2014},
url = {https://doi.org/10.3115/v1/W14-6204},
doi = {10.3115/V1/W14-6204},
timestamp = {Fri, 06 Aug 2021 00:41:36 +0200},
biburl = {https://dblp.org/rec/conf/acl-swaie/PaassenSDGBKMKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MokbelPH14,
author = {Bassam Mokbel and
Benjamin Paa{\ss}en and
Barbara Hammer},
title = {Adaptive distance measures for sequential data},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-82.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MokbelPH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MokbelPH14,
author = {Bassam Mokbel and
Benjamin Paa{\ss}en and
Barbara Hammer},
editor = {Stefan Wermter and
Cornelius Weber and
Wlodzislaw Duch and
Timo Honkela and
Petia D. Koprinkova{-}Hristova and
Sven Magg and
G{\"{u}}nther Palm and
Alessandro E. P. Villa},
title = {Efficient Adaptation of Structure Metrics in Prototype-Based Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
International Conference on Artificial Neural Networks, Hamburg, Germany,
September 15-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8681},
pages = {571--578},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11179-7\_72},
doi = {10.1007/978-3-319-11179-7\_72},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/MokbelPH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MokbelGPPH13,
author = {Bassam Mokbel and
Sebastian Gross and
Benjamin Paa{\ss}en and
Niels Pinkwart and
Barbara Hammer},
editor = {Sidney K. D'Mello and
Rafael A. Calvo and
Andrew Olney},
title = {Domain-Independent Proximity Measures in Intelligent Tutoring Systems},
booktitle = {Proceedings of the 6th International Conference on Educational Data
Mining, Memphis, Tennessee, USA, July 6-9, 2013},
pages = {334--335},
publisher = {International Educational Data Mining Society},
year = {2013},
url = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_68.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MokbelGPPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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