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ORCIDBibTeX records: Fabian Hadiji
@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 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/SifaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/LeeJYJYLKCGBPHM19,
author = {EunJo Lee and
Yoonjae Jang and
DuMim Yoon and
JiHoon Jeon and
Seong{-}Il Yang and
Sang{-}Kwang Lee and
Dae{-}Wook Kim and
Pei Pei Chen and
Anna Guitart and
Paul Bertens and
{\'{A}}frica Peri{\'{a}}{\~{n}}ez and
Fabian Hadiji and
Marc M{\"{u}}ller and
Youngjun Joo and
Jiyeon Lee and
Inchon Hwang and
Kyung{-}Joong Kim},
title = {Game Data Mining Competition on Churn Prediction and Survival Analysis
Using Commercial Game Log Data},
journal = {{IEEE} Trans. Games},
volume = {11},
number = {3},
pages = {215--226},
year = {2019},
url = {https://doi.org/10.1109/TG.2018.2888863},
doi = {10.1109/TG.2018.2888863},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tciaig/LeeJYJYLKCGBPHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icl/VerveridisCMAPN18,
author = {Dimitrios Ververidis and
Giannis K. Chantas and
Panagiotis Migkotzidis and
Eleftherios Anastasovitis and
Anastasios Papazoglou{-}Chalikias and
Efstathios Nikolaidis and
Spiros Nikolopoulos and
Ioannis Kompatsiaris and
Georgios Mavromanolakis and
Line Ebdrup Thomsen and
Antonios Liapis and
Georgios N. Yannakakis and
Marc M{\"{u}}ller and
Fabian Hadiji},
editor = {Michael E. Auer and
Thrasyvoulos Tsiatsos},
title = {An Authoring Tool for Educators to Make Virtual Labs},
booktitle = {The Challenges of the Digital Transformation in Education - Proceedings
of the 21st International Conference on Interactive Collaborative
Learning {(ICL} 2018) - Volume 2, Kos Island, Greece, 25-28 September
2018},
series = {Advances in Intelligent Systems and Computing},
volume = {917},
pages = {653--666},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11935-5\_62},
doi = {10.1007/978-3-030-11935-5\_62},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icl/VerveridisCMAPN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icl/MigkotzidisVANK18,
author = {Panagiotis Migkotzidis and
Dimitrios Ververidis and
Eleftherios Anastasovitis and
Spiros Nikolopoulos and
Ioannis Kompatsiaris and
Georgios Mavromanolakis and
Line Ebdrup Thomsen and
Marc M{\"{u}}ller and
Fabian Hadiji},
editor = {Michael E. Auer and
Thrasyvoulos Tsiatsos},
title = {Enhanced Virtual Learning Spaces Using Applied Gaming},
booktitle = {The Challenges of the Digital Transformation in Education - Proceedings
of the 21st International Conference on Interactive Collaborative
Learning {(ICL} 2018) - Volume 1, Kos Island, Greece, 25-28 September
2018},
series = {Advances in Intelligent Systems and Computing},
volume = {916},
pages = {710--721},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11932-4\_66},
doi = {10.1007/978-3-030-11932-4\_66},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icl/MigkotzidisVANK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02301,
author = {Kyung{-}Joong Kim and
DuMim Yoon and
JiHoon Jeon and
Seong{-}Il Yang and
Sang{-}Kwang Lee and
EunJo Lee and
Yoonjae Jang and
Dae{-}Wook Kim and
Pei Pei Chen and
Anna Guitart and
Paul Bertens and
{\'{A}}frica Peri{\'{a}}{\~{n}}ez and
Fabian Hadiji and
Marc M{\"{u}}ller and
Youngjun Joo and
Jiyeon Lee and
Inchon Hwang},
title = {Game Data Mining Competition on Churn Prediction and Survival Analysis
using Commercial Game Log Data},
journal = {CoRR},
volume = {abs/1802.02301},
year = {2018},
url = {http://arxiv.org/abs/1802.02301},
eprinttype = {arXiv},
eprint = {1802.02301},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgis/DehbiHGKP17,
author = {Youness Dehbi and
Fabian Hadiji and
Gerhard Gr{\"{o}}ger and
Kristian Kersting and
Lutz Pl{\"{u}}mer},
title = {Statistical Relational Learning of Grammar Rules for 3D Building Reconstruction},
journal = {Trans. {GIS}},
volume = {21},
number = {1},
pages = {134--150},
year = {2017},
url = {https://doi.org/10.1111/tgis.12200},
doi = {10.1111/TGIS.12200},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgis/DehbiHGKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/YangHKGN17,
author = {Shuo Yang and
Fabian Hadiji and
Kristian Kersting and
Shaun J. Grannis and
Sriraam Natarajan},
editor = {Xiaohua Hu and
Chi{-}Ren Shyu and
Yana Bromberg and
Jean Gao and
Yang Gong and
Dmitry Korkin and
Illhoi Yoo and
Huiru Jane Zheng},
title = {Modeling heart procedures from EHRs: An application of exponential
families},
booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
pages = {491--497},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBM.2017.8217696},
doi = {10.1109/BIBM.2017.8217696},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/YangHKGN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Hadiji16,
author = {Fabian Hadiji},
title = {Graphical models beyond standard settings: lifted decimation, labeling,
and counting},
school = {University of Dortmund, Germany},
year = {2016},
url = {https://hdl.handle.net/2003/35295},
urn = {urn:nbn:de:101:1-201610212094},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Hadiji16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HadijiMNK15,
author = {Fabian Hadiji and
Alejandro Molina and
Sriraam Natarajan and
Kristian Kersting},
title = {Poisson Dependency Networks: Gradient Boosted Models for Multivariate
Count Data},
journal = {Mach. Learn.},
volume = {100},
number = {2-3},
pages = {477--507},
year = {2015},
url = {https://doi.org/10.1007/s10994-015-5506-z},
doi = {10.1007/S10994-015-5506-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HadijiMNK15.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/icwsm/BauckhageHK15,
author = {Christian Bauckhage and
Fabian Hadiji and
Kristian Kersting},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {How Viral Are Viral Videos?},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {22--30},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10505},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/BauckhageHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HadijiMBK15,
author = {Fabian Hadiji and
Martin Mladenov and
Christian Bauckhage and
Kristian Kersting},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Computer Science on the Move: Inferring Migration Regularities from
the Web via Compressed Label Propagation},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {171--177},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/031},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HadijiMBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BauckhageKH15,
author = {Christian Bauckhage and
Kristian Kersting and
Fabian Hadiji},
editor = {Marina Meila and
Tom Heskes},
title = {Parameterizing the Distance Distribution of Undirected Networks},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {121--130},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/62.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/BauckhageKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/IdeHHMZSKW15,
author = {Christoph Ide and
Fabian Hadiji and
Lars Habel and
Alejandro Molina and
Thomas Zaksek and
Michael Schreckenberg and
Kristian Kersting and
Christian Wietfeld},
title = {{LTE} Connectivity and Vehicular Traffic Prediction Based on Machine
Learning Approaches},
booktitle = {{IEEE} 82nd Vehicular Technology Conference, {VTC} Fall 2015, Boston,
MA, USA, September 6-9, 2015},
pages = {1--5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/VTCFall.2015.7391019},
doi = {10.1109/VTCFALL.2015.7391019},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vtc/IdeHHMZSKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BauckhageKH15,
author = {Christian Bauckhage and
Kristian Kersting and
Fabian Hadiji},
title = {Maximum Entropy Models of Shortest Path and Outbreak Distributions
in Networks},
journal = {CoRR},
volume = {abs/1501.04232},
year = {2015},
url = {http://arxiv.org/abs/1501.04232},
eprinttype = {arXiv},
eprint = {1501.04232},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BauckhageKH15.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/aaai/HadijiK13,
author = {Fabian Hadiji and
Kristian Kersting},
editor = {Marie desJardins and
Michael L. Littman},
title = {Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for
{MAP}},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {394--400},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8647},
doi = {10.1609/AAAI.V27I1.8647},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HadijiK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HadijiK13a,
author = {Fabian Hadiji and
Kristian Kersting},
title = {Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for
{MAP}},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013
{AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-16}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7053},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HadijiK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/BauckhageKH13,
author = {Christian Bauckhage and
Kristian Kersting and
Fabian Hadiji},
editor = {Emre Kiciman and
Nicole B. Ellison and
Bernie Hogan and
Paul Resnick and
Ian Soboroff},
title = {Mathematical Models of Fads Explain the Temporal Dynamics of Internet
Memes},
booktitle = {Proceedings of the Seventh International Conference on Weblogs and
Social Media, {ICWSM} 2013, Cambridge, Massachusetts, USA, July 8-11,
2013},
publisher = {The {AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6022},
timestamp = {Fri, 05 Feb 2021 11:07:18 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/BauckhageKH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-7984,
author = {Fabian Hadiji and
Kristian Kersting and
Christian Bauckhage and
Babak Ahmadi},
title = {GeoDBLP: Geo-Tagging {DBLP} for Mining the Sociology of Computer Science},
journal = {CoRR},
volume = {abs/1304.7984},
year = {2013},
url = {http://arxiv.org/abs/1304.7984},
eprinttype = {arXiv},
eprint = {1304.7984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-7984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/HadijiAK11,
author = {Fabian Hadiji and
Babak Ahmadi and
Kristian Kersting},
editor = {Joscha Bach and
Stefan Edelkamp},
title = {Efficient Sequential Clamping for Lifted Message Passing},
booktitle = {{KI} 2011: Advances in Artificial Intelligence, 34th Annual German
Conference on AI, Berlin, Germany, October 4-7,2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7006},
pages = {122--133},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24455-1\_11},
doi = {10.1007/978-3-642-24455-1\_11},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ki/HadijiAK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/AhmadiZHK11,
author = {Babak Ahmadi and
Salah Zayakh and
Fabian Hadiji and
Kristian Kersting},
editor = {Myra Spiliopoulou and
Andreas N{\"{u}}rnberger and
Ren{\'{e}} Schult},
title = {O Scientist, Where Art Thou? Affiliation Propagation for Geo-Referencing
Scientific Publications},
booktitle = {Report of the symposium "Lernen, Wissen, Adaptivit{\"{a}}t 2011"
of the {GI} special interest groups KDML, {IR} and WM, {LWA} 2011,
Magdeburg, 28.-30.September 2011},
pages = {133--136},
publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t
Magdeburg},
year = {2011},
timestamp = {Tue, 14 Feb 2023 10:59:16 +0100},
biburl = {https://dblp.org/rec/conf/lwa/AhmadiZHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HadijiKA10,
author = {Fabian Hadiji and
Kristian Kersting and
Babak Ahmadi},
title = {Lifted Message Passing for Satisfiability},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010
{AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/1975},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HadijiKA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KerstingMHA10,
author = {Kristian Kersting and
Youssef El Massaoudi and
Fabian Hadiji and
Babak Ahmadi},
editor = {Maria Fox and
David Poole},
title = {Informed Lifting for Message-Passing},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1181--1186},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7759},
doi = {10.1609/AAAI.V24I1.7759},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KerstingMHA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/AhmadiKH10,
author = {Babak Ahmadi and
Kristian Kersting and
Fabian Hadiji},
editor = {Martin Atzmueller and
Dominik Benz and
Andreas Hotho and
Gerd Stumme},
title = {Lifted Conditioning for Pairwise Marginals and Beyond},
booktitle = {{LWA} 2010 - Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop
Proceedings, Kassel, 4.-6. Oktober 2010},
pages = {13--18},
year = {2010},
url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml4.pdf},
timestamp = {Thu, 12 Mar 2020 11:39:39 +0100},
biburl = {https://dblp.org/rec/conf/lwa/AhmadiKH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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