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@article{DBLP:journals/corr/abs-2405-00539,
author = {Liam Llamazares{-}Elias and
Samir Llamazares{-}El{\'{\i}}as and
Jonas Latz and
Stefan Klus},
title = {Data-driven approximation of Koopman operators and generators: Convergence
rates and error bounds},
journal = {CoRR},
volume = {abs/2405.00539},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00539},
doi = {10.48550/ARXIV.2405.00539},
eprinttype = {arXiv},
eprint = {2405.00539},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12864,
author = {Maia Trower and
Natasa Djurdjevac Conrad and
Stefan Klus},
title = {Clustering Time-Evolving Networks Using the Dynamic Graph Laplacian},
journal = {CoRR},
volume = {abs/2407.12864},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12864},
doi = {10.48550/ARXIV.2407.12864},
eprinttype = {arXiv},
eprint = {2407.12864},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actanum/SchutteKH23,
author = {Christof Sch{\"{u}}tte and
Stefan Klus and
Carsten Hartmann},
title = {Overcoming the timescale barrier in molecular dynamics: Transfer operators,
variational principles and machine learning},
journal = {Acta Numer.},
volume = {32},
pages = {517--673},
year = {2023},
url = {https://doi.org/10.1017/S0962492923000016},
doi = {10.1017/S0962492923000016},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/actanum/SchutteKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/KlusC23,
author = {Stefan Klus and
Natasa Djurdjevac Conrad},
title = {Koopman-Based Spectral Clustering of Directed and Time-Evolving Graphs},
journal = {J. Nonlinear Sci.},
volume = {33},
number = {1},
pages = {8},
year = {2023},
url = {https://doi.org/10.1007/s00332-022-09863-0},
doi = {10.1007/S00332-022-09863-0},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jns/KlusC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qip/MacalusoKLS23,
author = {Antonio Macaluso and
Matthias Klusch and
Stefano Lodi and
Claudio Sartori},
title = {{MAQA:} a quantum framework for supervised learning},
journal = {Quantum Inf. Process.},
volume = {22},
number = {3},
pages = {159},
year = {2023},
url = {https://doi.org/10.1007/s11128-023-03901-w},
doi = {10.1007/S11128-023-03901-W},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qip/MacalusoKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SrivastavaRRSAF23,
author = {Aarohi Srivastava and
Abhinav Rastogi and
Abhishek Rao and
Abu Awal Md Shoeb and
Abubakar Abid and
Adam Fisch and
Adam R. Brown and
Adam Santoro and
Aditya Gupta and
Adri{\`{a}} Garriga{-}Alonso and
Agnieszka Kluska and
Aitor Lewkowycz and
Akshat Agarwal and
Alethea Power and
Alex Ray and
Alex Warstadt and
Alexander W. Kocurek and
Ali Safaya and
Ali Tazarv and
Alice Xiang and
Alicia Parrish and
Allen Nie and
Aman Hussain and
Amanda Askell and
Amanda Dsouza and
Ambrose Slone and
Ameet Rahane and
Anantharaman S. Iyer and
Anders Andreassen and
Andrea Madotto and
Andrea Santilli and
Andreas Stuhlm{\"{u}}ller and
Andrew M. Dai and
Andrew La and
Andrew K. Lampinen and
Andy Zou and
Angela Jiang and
Angelica Chen and
Anh Vuong and
Animesh Gupta and
Anna Gottardi and
Antonio Norelli and
Anu Venkatesh and
Arash Gholamidavoodi and
Arfa Tabassum and
Arul Menezes and
Arun Kirubarajan and
Asher Mullokandov and
Ashish Sabharwal and
Austin Herrick and
Avia Efrat and
Aykut Erdem and
Ayla Karakas and
B. Ryan Roberts and
Bao Sheng Loe and
Barret Zoph and
Bartlomiej Bojanowski and
Batuhan {\"{O}}zyurt and
Behnam Hedayatnia and
Behnam Neyshabur and
Benjamin Inden and
Benno Stein and
Berk Ekmekci and
Bill Yuchen Lin and
Blake Howald and
Bryan Orinion and
Cameron Diao and
Cameron Dour and
Catherine Stinson and
Cedrick Argueta and
C{\`{e}}sar Ferri Ram{\'{\i}}rez and
Chandan Singh and
Charles Rathkopf and
Chenlin Meng and
Chitta Baral and
Chiyu Wu and
Chris Callison{-}Burch and
Chris Waites and
Christian Voigt and
Christopher D. Manning and
Christopher Potts and
Cindy Ramirez and
Clara E. Rivera and
Clemencia Siro and
Colin Raffel and
Courtney Ashcraft and
Cristina Garbacea and
Damien Sileo and
Dan Garrette and
Dan Hendrycks and
Dan Kilman and
Dan Roth and
Daniel Freeman and
Daniel Khashabi and
Daniel Levy and
Daniel Mosegu{\'{\i}} Gonz{\'{a}}lez and
Danielle Perszyk and
Danny Hernandez and
Danqi Chen and
Daphne Ippolito and
Dar Gilboa and
David Dohan and
David Drakard and
David Jurgens and
Debajyoti Datta and
Deep Ganguli and
Denis Emelin and
Denis Kleyko and
Deniz Yuret and
Derek Chen and
Derek Tam and
Dieuwke Hupkes and
Diganta Misra and
Dilyar Buzan and
Dimitri Coelho Mollo and
Diyi Yang and
Dong{-}Ho Lee and
Dylan Schrader and
Ekaterina Shutova and
Ekin Dogus Cubuk and
Elad Segal and
Eleanor Hagerman and
Elizabeth Barnes and
Elizabeth Donoway and
Ellie Pavlick and
Emanuele Rodol{\`{a}} and
Emma Lam and
Eric Chu and
Eric Tang and
Erkut Erdem and
Ernie Chang and
Ethan A. Chi and
Ethan Dyer and
Ethan J. Jerzak and
Ethan Kim and
Eunice Engefu Manyasi and
Evgenii Zheltonozhskii and
Fanyue Xia and
Fatemeh Siar and
Fernando Mart{\'{\i}}nez{-}Plumed and
Francesca Happ{\'{e}} and
Fran{\c{c}}ois Chollet and
Frieda Rong and
Gaurav Mishra and
Genta Indra Winata and
Gerard de Melo and
Germ{\'{a}}n Kruszewski and
Giambattista Parascandolo and
Giorgio Mariani and
Gloria Wang and
Gonzalo Jaimovitch{-}L{\'{o}}pez and
Gregor Betz and
Guy Gur{-}Ari and
Hana Galijasevic and
Hannah Kim and
Hannah Rashkin and
Hannaneh Hajishirzi and
Harsh Mehta and
Hayden Bogar and
Henry Shevlin and
Hinrich Sch{\"{u}}tze and
Hiromu Yakura and
Hongming Zhang and
Hugh Mee Wong and
Ian Ng and
Isaac Noble and
Jaap Jumelet and
Jack Geissinger and
Jackson Kernion and
Jacob Hilton and
Jaehoon Lee and
Jaime Fern{\'{a}}ndez Fisac and
James B. Simon and
James Koppel and
James Zheng and
James Zou and
Jan Kocon and
Jana Thompson and
Janelle Wingfield and
Jared Kaplan and
Jarema Radom and
Jascha Sohl{-}Dickstein and
Jason Phang and
Jason Wei and
Jason Yosinski and
Jekaterina Novikova and
Jelle Bosscher and
Jennifer Marsh and
Jeremy Kim and
Jeroen Taal and
Jesse H. Engel and
Jesujoba Alabi and
Jiacheng Xu and
Jiaming Song and
Jillian Tang and
Joan Waweru and
John Burden and
John Miller and
John U. Balis and
Jonathan Batchelder and
Jonathan Berant and
J{\"{o}}rg Frohberg and
Jos Rozen and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Joseph Boudeman and
Joseph Guerr and
Joseph Jones and
Joshua B. Tenenbaum and
Joshua S. Rule and
Joyce Chua and
Kamil Kanclerz and
Karen Livescu and
Karl Krauth and
Karthik Gopalakrishnan and
Katerina Ignatyeva and
Katja Markert and
Kaustubh D. Dhole and
Kevin Gimpel and
Kevin Omondi and
Kory Mathewson and
Kristen Chiafullo and
Ksenia Shkaruta and
Kumar Shridhar and
Kyle McDonell and
Kyle Richardson and
Laria Reynolds and
Leo Gao and
Li Zhang and
Liam Dugan and
Lianhui Qin and
Lidia Contreras Ochando and
Louis{-}Philippe Morency and
Luca Moschella and
Lucas Lam and
Lucy Noble and
Ludwig Schmidt and
Luheng He and
Luis Oliveros Col{\'{o}}n and
Luke Metz and
L{\"{u}}tfi Kerem Senel and
Maarten Bosma and
Maarten Sap and
Maartje ter Hoeve and
Maheen Farooqi and
Manaal Faruqui and
Mantas Mazeika and
Marco Baturan and
Marco Marelli and
Marco Maru and
Mar{\'{\i}}a Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana and
Marie Tolkiehn and
Mario Giulianelli and
Martha Lewis and
Martin Potthast and
Matthew L. Leavitt and
Matthias Hagen and
M{\'{a}}ty{\'{a}}s Schubert and
Medina Baitemirova and
Melody Arnaud and
Melvin McElrath and
Michael A. Yee and
Michael Cohen and
Michael Gu and
Michael I. Ivanitskiy and
Michael Starritt and
Michael Strube and
Michal Swedrowski and
Michele Bevilacqua and
Michihiro Yasunaga and
Mihir Kale and
Mike Cain and
Mimee Xu and
Mirac Suzgun and
Mitch Walker and
Mo Tiwari and
Mohit Bansal and
Moin Aminnaseri and
Mor Geva and
Mozhdeh Gheini and
Mukund Varma T. and
Nanyun Peng and
Nathan A. Chi and
Nayeon Lee and
Neta Gur{-}Ari Krakover and
Nicholas Cameron and
Nicholas Roberts and
Nick Doiron and
Nicole Martinez and
Nikita Nangia and
Niklas Deckers and
Niklas Muennighoff and
Nitish Shirish Keskar and
Niveditha Iyer and
Noah Constant and
Noah Fiedel and
Nuan Wen and
Oliver Zhang and
Omar Agha and
Omar Elbaghdadi and
Omer Levy and
Owain Evans and
Pablo Antonio Moreno Casares and
Parth Doshi and
Pascale Fung and
Paul Pu Liang and
Paul Vicol and
Pegah Alipoormolabashi and
Peiyuan Liao and
Percy Liang and
Peter Chang and
Peter Eckersley and
Phu Mon Htut and
Pinyu Hwang and
Piotr Milkowski and
Piyush Patil and
Pouya Pezeshkpour and
Priti Oli and
Qiaozhu Mei and
Qing Lyu and
Qinlang Chen and
Rabin Banjade and
Rachel Etta Rudolph and
Raefer Gabriel and
Rahel Habacker and
Ramon Risco and
Rapha{\"{e}}l Milli{\`{e}}re and
Rhythm Garg and
Richard Barnes and
Rif A. Saurous and
Riku Arakawa and
Robbe Raymaekers and
Robert Frank and
Rohan Sikand and
Roman Novak and
Roman Sitelew and
Ronan LeBras and
Rosanne Liu and
Rowan Jacobs and
Rui Zhang and
Ruslan Salakhutdinov and
Ryan Chi and
Ryan Lee and
Ryan Stovall and
Ryan Teehan and
Rylan Yang and
Sahib Singh and
Saif M. Mohammad and
Sajant Anand and
Sam Dillavou and
Sam Shleifer and
Sam Wiseman and
Samuel Gruetter and
Samuel R. Bowman and
Samuel S. Schoenholz and
Sanghyun Han and
Sanjeev Kwatra and
Sarah A. Rous and
Sarik Ghazarian and
Sayan Ghosh and
Sean Casey and
Sebastian Bischoff and
Sebastian Gehrmann and
Sebastian Schuster and
Sepideh Sadeghi and
Shadi Hamdan and
Sharon Zhou and
Shashank Srivastava and
Sherry Shi and
Shikhar Singh and
Shima Asaadi and
Shixiang Shane Gu and
Shubh Pachchigar and
Shubham Toshniwal and
Shyam Upadhyay and
Shyamolima (Shammie) Debnath and
Siamak Shakeri and
Simon Thormeyer and
Simone Melzi and
Siva Reddy and
Sneha Priscilla Makini and
Soo{-}Hwan Lee and
Spencer Torene and
Sriharsha Hatwar and
Stanislas Dehaene and
Stefan Divic and
Stefano Ermon and
Stella Biderman and
Stephanie Lin and
Stephen Prasad and
Steven T. Piantadosi and
Stuart M. Shieber and
Summer Misherghi and
Svetlana Kiritchenko and
Swaroop Mishra and
Tal Linzen and
Tal Schuster and
Tao Li and
Tao Yu and
Tariq Ali and
Tatsu Hashimoto and
Te{-}Lin Wu and
Th{\'{e}}o Desbordes and
Theodore Rothschild and
Thomas Phan and
Tianle Wang and
Tiberius Nkinyili and
Timo Schick and
Timofei Kornev and
Titus Tunduny and
Tobias Gerstenberg and
Trenton Chang and
Trishala Neeraj and
Tushar Khot and
Tyler Shultz and
Uri Shaham and
Vedant Misra and
Vera Demberg and
Victoria Nyamai and
Vikas Raunak and
Vinay V. Ramasesh and
Vinay Uday Prabhu and
Vishakh Padmakumar and
Vivek Srikumar and
William Fedus and
William Saunders and
William Zhang and
Wout Vossen and
Xiang Ren and
Xiaoyu Tong and
Xinran Zhao and
Xinyi Wu and
Xudong Shen and
Yadollah Yaghoobzadeh and
Yair Lakretz and
Yangqiu Song and
Yasaman Bahri and
Yejin Choi and
Yichi Yang and
Yiding Hao and
Yifu Chen and
Yonatan Belinkov and
Yu Hou and
Yufang Hou and
Yuntao Bai and
Zachary Seid and
Zhuoye Zhao and
Zijian Wang and
Zijie J. Wang and
Zirui Wang and
Ziyi Wu},
title = {Beyond the Imitation Game: Quantifying and extrapolating the capabilities
of language models},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=uyTL5Bvosj},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SrivastavaRRSAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11028,
author = {Antonio Macaluso and
Matthias Klusch and
Stefano Lodi and
Claudio Sartori},
title = {{MAQA:} {A} Quantum Framework for Supervised Learning},
journal = {CoRR},
volume = {abs/2303.11028},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11028},
doi = {10.48550/ARXIV.2303.11028},
eprinttype = {arXiv},
eprint = {2303.11028},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11766,
author = {Stefan Klus and
Maia Trower},
title = {Transfer operators on graphs: Spectral clustering and beyond},
journal = {CoRR},
volume = {abs/2305.11766},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11766},
doi = {10.48550/ARXIV.2305.11766},
eprinttype = {arXiv},
eprint = {2305.11766},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16912,
author = {Stefan Klus and
Patrick Gel{\ss}},
title = {Continuous optimization methods for the graph isomorphism problem},
journal = {CoRR},
volume = {abs/2311.16912},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16912},
doi = {10.48550/ARXIV.2311.16912},
eprinttype = {arXiv},
eprint = {2311.16912},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eceasst/KlusKRW22,
author = {Holger Klus and
Christoph Knieke and
Andreas Rausch and
Stefan H. A. Wittek},
title = {Software Engineering meets Artificial Intelligence},
journal = {Electron. Commun. Eur. Assoc. Softw. Sci. Technol.},
volume = {82},
year = {2022},
url = {https://doi.org/10.14279/tuj.eceasst.82.1224},
doi = {10.14279/TUJ.ECEASST.82.1224},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eceasst/KlusKRW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MollenhauerKSK22,
author = {Mattes Mollenhauer and
Stefan Klus and
Christof Sch{\"{u}}tte and
P{\'{e}}ter Koltai},
title = {Kernel Autocovariance Operators of Stationary Processes: Estimation
and Convergence},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {327:1--327:34},
year = {2022},
url = {https://jmlr.org/papers/v23/20-442.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MollenhauerKSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HoffmannSHMSHKW22,
author = {Moritz Hoffmann and
Martin Scherer and
Tim Hempel and
Andreas Mardt and
Brian de Silva and
Brooke E. Husic and
Stefan Klus and
Hao Wu and
J. Nathan Kutz and
Steven L. Brunton and
Frank No{\'{e}}},
title = {Deeptime: a Python library for machine learning dynamical models from
time series data},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15009},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3de0},
doi = {10.1088/2632-2153/AC3DE0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HoffmannSHMSHKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccta/ZhuKS22,
author = {Hongyu Zhu and
Stefan Klus and
Tuhin Sahai},
title = {A Dynamic Mode Decomposition Approach for Decentralized Spectral Clustering
of Graphs},
booktitle = {{IEEE} Conference on Control Technology and Applications, {CCTA} 2022,
Trieste, Italy, August 23-25, 2022},
pages = {1202--1207},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCTA49430.2022.9966092},
doi = {10.1109/CCTA49430.2022.9966092},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccta/ZhuKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MacalusoOKLS22,
author = {Antonio Macaluso and
Filippo Orazi and
Matthias Klusch and
Stefano Lodi and
Claudio Sartori},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Variational Algorithm for Quantum Single Layer Perceptron},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {341--356},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_26},
doi = {10.1007/978-3-031-25891-6\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MacalusoOKLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00004,
author = {Hongyu Zhu and
Stefan Klus and
Tuhin Sahai},
title = {A Dynamic Mode Decomposition Approach for Decentralized Spectral Clustering
of Graphs},
journal = {CoRR},
volume = {abs/2203.00004},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00004},
doi = {10.48550/ARXIV.2203.00004},
eprinttype = {arXiv},
eprint = {2203.00004},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04615,
author = {Aarohi Srivastava and
Abhinav Rastogi and
Abhishek Rao and
Abu Awal Md Shoeb and
Abubakar Abid and
Adam Fisch and
Adam R. Brown and
Adam Santoro and
Aditya Gupta and
Adri{\`{a}} Garriga{-}Alonso and
Agnieszka Kluska and
Aitor Lewkowycz and
Akshat Agarwal and
Alethea Power and
Alex Ray and
Alex Warstadt and
Alexander W. Kocurek and
Ali Safaya and
Ali Tazarv and
Alice Xiang and
Alicia Parrish and
Allen Nie and
Aman Hussain and
Amanda Askell and
Amanda Dsouza and
Ambrose Slone and
Ameet Rahane and
Anantharaman S. Iyer and
Anders Andreassen and
Andrea Madotto and
Andrea Santilli and
Andreas Stuhlm{\"{u}}ller and
Andrew M. Dai and
Andrew La and
Andrew K. Lampinen and
Andy Zou and
Angela Jiang and
Angelica Chen and
Anh Vuong and
Animesh Gupta and
Anna Gottardi and
Antonio Norelli and
Anu Venkatesh and
Arash Gholamidavoodi and
Arfa Tabassum and
Arul Menezes and
Arun Kirubarajan and
Asher Mullokandov and
Ashish Sabharwal and
Austin Herrick and
Avia Efrat and
Aykut Erdem and
Ayla Karakas and
B. Ryan Roberts and
Bao Sheng Loe and
Barret Zoph and
Bartlomiej Bojanowski and
Batuhan {\"{O}}zyurt and
Behnam Hedayatnia and
Behnam Neyshabur and
Benjamin Inden and
Benno Stein and
Berk Ekmekci and
Bill Yuchen Lin and
Blake Howald and
Bryan Orinion and
Cameron Diao and
Cameron Dour and
Catherine Stinson and
Cedrick Argueta and
C{\`{e}}sar Ferri Ram{\'{\i}}rez and
Chandan Singh and
Charles Rathkopf and
Chenlin Meng and
Chitta Baral and
Chiyu Wu and
Chris Callison{-}Burch and
Chris Waites and
Christian Voigt and
Christopher D. Manning and
Christopher Potts and
Cindy Ramirez and
Clara E. Rivera and
Clemencia Siro and
Colin Raffel and
Courtney Ashcraft and
Cristina Garbacea and
Damien Sileo and
Dan Garrette and
Dan Hendrycks and
Dan Kilman and
Dan Roth and
Daniel Freeman and
Daniel Khashabi and
Daniel Levy and
Daniel Mosegu{\'{\i}} Gonz{\'{a}}lez and
Danielle Perszyk and
Danny Hernandez and
Danqi Chen and
Daphne Ippolito and
Dar Gilboa and
David Dohan and
David Drakard and
David Jurgens and
Debajyoti Datta and
Deep Ganguli and
Denis Emelin and
Denis Kleyko and
Deniz Yuret and
Derek Chen and
Derek Tam and
Dieuwke Hupkes and
Diganta Misra and
Dilyar Buzan and
Dimitri Coelho Mollo and
Diyi Yang and
Dong{-}Ho Lee and
Dylan Schrader and
Ekaterina Shutova and
Ekin Dogus Cubuk and
Elad Segal and
Eleanor Hagerman and
Elizabeth Barnes and
Elizabeth Donoway and
Ellie Pavlick and
Emanuele Rodol{\`{a}} and
Emma Lam and
Eric Chu and
Eric Tang and
Erkut Erdem and
Ernie Chang and
Ethan A. Chi and
Ethan Dyer and
Ethan J. Jerzak and
Ethan Kim and
Eunice Engefu Manyasi and
Evgenii Zheltonozhskii and
Fanyue Xia and
Fatemeh Siar and
Fernando Mart{\'{\i}}nez{-}Plumed and
Francesca Happ{\'{e}} and
Fran{\c{c}}ois Chollet and
Frieda Rong and
Gaurav Mishra and
Genta Indra Winata and
Gerard de Melo and
Germ{\'{a}}n Kruszewski and
Giambattista Parascandolo and
Giorgio Mariani and
Gloria Wang and
Gonzalo Jaimovitch{-}L{\'{o}}pez and
Gregor Betz and
Guy Gur{-}Ari and
Hana Galijasevic and
Hannah Kim and
Hannah Rashkin and
Hannaneh Hajishirzi and
Harsh Mehta and
Hayden Bogar and
Henry Shevlin and
Hinrich Sch{\"{u}}tze and
Hiromu Yakura and
Hongming Zhang and
Hugh Mee Wong and
Ian Ng and
Isaac Noble and
Jaap Jumelet and
Jack Geissinger and
Jackson Kernion and
Jacob Hilton and
Jaehoon Lee and
Jaime Fern{\'{a}}ndez Fisac and
James B. Simon and
James Koppel and
James Zheng and
James Zou and
Jan Kocon and
Jana Thompson and
Janelle Wingfield and
Jared Kaplan and
Jarema Radom and
Jascha Sohl{-}Dickstein and
Jason Phang and
Jason Wei and
Jason Yosinski and
Jekaterina Novikova and
Jelle Bosscher and
Jennifer Marsh and
Jeremy Kim and
Jeroen Taal and
Jesse H. Engel and
Jesujoba Alabi and
Jiacheng Xu and
Jiaming Song and
Jillian Tang and
Joan Waweru and
John Burden and
John Miller and
John U. Balis and
Jonathan Batchelder and
Jonathan Berant and
J{\"{o}}rg Frohberg and
Jos Rozen and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Joseph Boudeman and
Joseph Guerr and
Joseph Jones and
Joshua B. Tenenbaum and
Joshua S. Rule and
Joyce Chua and
Kamil Kanclerz and
Karen Livescu and
Karl Krauth and
Karthik Gopalakrishnan and
Katerina Ignatyeva and
Katja Markert and
Kaustubh D. Dhole and
Kevin Gimpel and
Kevin Omondi and
Kory Mathewson and
Kristen Chiafullo and
Ksenia Shkaruta and
Kumar Shridhar and
Kyle McDonell and
Kyle Richardson and
Laria Reynolds and
Leo Gao and
Li Zhang and
Liam Dugan and
Lianhui Qin and
Lidia Contreras Ochando and
Louis{-}Philippe Morency and
Luca Moschella and
Lucas Lam and
Lucy Noble and
Ludwig Schmidt and
Luheng He and
Luis Oliveros Col{\'{o}}n and
Luke Metz and
L{\"{u}}tfi Kerem Senel and
Maarten Bosma and
Maarten Sap and
Maartje ter Hoeve and
Maheen Farooqi and
Manaal Faruqui and
Mantas Mazeika and
Marco Baturan and
Marco Marelli and
Marco Maru and
Mar{\'{\i}}a Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana and
Marie Tolkiehn and
Mario Giulianelli and
Martha Lewis and
Martin Potthast and
Matthew L. Leavitt and
Matthias Hagen and
M{\'{a}}ty{\'{a}}s Schubert and
Medina Baitemirova and
Melody Arnaud and
Melvin McElrath and
Michael A. Yee and
Michael Cohen and
Michael Gu and
Michael I. Ivanitskiy and
Michael Starritt and
Michael Strube and
Michal Swedrowski and
Michele Bevilacqua and
Michihiro Yasunaga and
Mihir Kale and
Mike Cain and
Mimee Xu and
Mirac Suzgun and
Mitch Walker and
Mo Tiwari and
Mohit Bansal and
Moin Aminnaseri and
Mor Geva and
Mozhdeh Gheini and
Mukund Varma T. and
Nanyun Peng and
Nathan A. Chi and
Nayeon Lee and
Neta Gur{-}Ari Krakover and
Nicholas Cameron and
Nicholas Roberts and
Nick Doiron and
Nicole Martinez and
Nikita Nangia and
Niklas Deckers and
Niklas Muennighoff and
Nitish Shirish Keskar and
Niveditha Iyer and
Noah Constant and
Noah Fiedel and
Nuan Wen and
Oliver Zhang and
Omar Agha and
Omar Elbaghdadi and
Omer Levy and
Owain Evans and
Pablo Antonio Moreno Casares and
Parth Doshi and
Pascale Fung and
Paul Pu Liang and
Paul Vicol and
Pegah Alipoormolabashi and
Peiyuan Liao and
Percy Liang and
Peter Chang and
Peter Eckersley and
Phu Mon Htut and
Pinyu Hwang and
Piotr Milkowski and
Piyush Patil and
Pouya Pezeshkpour and
Priti Oli and
Qiaozhu Mei and
Qing Lyu and
Qinlang Chen and
Rabin Banjade and
Rachel Etta Rudolph and
Raefer Gabriel and
Rahel Habacker and
Ramon Risco and
Rapha{\"{e}}l Milli{\`{e}}re and
Rhythm Garg and
Richard Barnes and
Rif A. Saurous and
Riku Arakawa and
Robbe Raymaekers and
Robert Frank and
Rohan Sikand and
Roman Novak and
Roman Sitelew and
Ronan LeBras and
Rosanne Liu and
Rowan Jacobs and
Rui Zhang and
Ruslan Salakhutdinov and
Ryan Chi and
Ryan Lee and
Ryan Stovall and
Ryan Teehan and
Rylan Yang and
Sahib Singh and
Saif M. Mohammad and
Sajant Anand and
Sam Dillavou and
Sam Shleifer and
Sam Wiseman and
Samuel Gruetter and
Samuel R. Bowman and
Samuel S. Schoenholz and
Sanghyun Han and
Sanjeev Kwatra and
Sarah A. Rous and
Sarik Ghazarian and
Sayan Ghosh and
Sean Casey and
Sebastian Bischoff and
Sebastian Gehrmann and
Sebastian Schuster and
Sepideh Sadeghi and
Shadi Hamdan and
Sharon Zhou and
Shashank Srivastava and
Sherry Shi and
Shikhar Singh and
Shima Asaadi and
Shixiang Shane Gu and
Shubh Pachchigar and
Shubham Toshniwal and
Shyam Upadhyay and
Shyamolima (Shammie) Debnath and
Siamak Shakeri and
Simon Thormeyer and
Simone Melzi and
Siva Reddy and
Sneha Priscilla Makini and
Soo{-}Hwan Lee and
Spencer Torene and
Sriharsha Hatwar and
Stanislas Dehaene and
Stefan Divic and
Stefano Ermon and
Stella Biderman and
Stephanie Lin and
Stephen Prasad and
Steven T. Piantadosi and
Stuart M. Shieber and
Summer Misherghi and
Svetlana Kiritchenko and
Swaroop Mishra and
Tal Linzen and
Tal Schuster and
Tao Li and
Tao Yu and
Tariq Ali and
Tatsu Hashimoto and
Te{-}Lin Wu and
Th{\'{e}}o Desbordes and
Theodore Rothschild and
Thomas Phan and
Tianle Wang and
Tiberius Nkinyili and
Timo Schick and
Timofei Kornev and
Titus Tunduny and
Tobias Gerstenberg and
Trenton Chang and
Trishala Neeraj and
Tushar Khot and
Tyler Shultz and
Uri Shaham and
Vedant Misra and
Vera Demberg and
Victoria Nyamai and
Vikas Raunak and
Vinay V. Ramasesh and
Vinay Uday Prabhu and
Vishakh Padmakumar and
Vivek Srikumar and
William Fedus and
William Saunders and
William Zhang and
Wout Vossen and
Xiang Ren and
Xiaoyu Tong and
Xinran Zhao and
Xinyi Wu and
Xudong Shen and
Yadollah Yaghoobzadeh and
Yair Lakretz and
Yangqiu Song and
Yasaman Bahri and
Yejin Choi and
Yichi Yang and
Yiding Hao and
Yifu Chen and
Yonatan Belinkov and
Yu Hou and
Yufang Hou and
Yuntao Bai and
Zachary Seid and
Zhuoye Zhao and
Zijian Wang and
Zijie J. Wang and
Zirui Wang and
Ziyi Wu},
title = {Beyond the Imitation Game: Quantifying and extrapolating the capabilities
of language models},
journal = {CoRR},
volume = {abs/2206.04615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04615},
doi = {10.48550/ARXIV.2206.04615},
eprinttype = {arXiv},
eprint = {2206.04615},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/BittracherKHKS21,
author = {Andreas Bittracher and
Stefan Klus and
Boumediene Hamzi and
P{\'{e}}ter Koltai and
Christof Sch{\"{u}}tte},
title = {Dimensionality Reduction of Complex Metastable Systems via Kernel
Embeddings of Transition Manifolds},
journal = {J. Nonlinear Sci.},
volume = {31},
number = {1},
pages = {3},
year = {2021},
url = {https://doi.org/10.1007/s00332-020-09668-z},
doi = {10.1007/S00332-020-09668-Z},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jns/BittracherKHKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GelssKSS21,
author = {Patrick Gel{\ss} and
Stefan Klus and
Ingmar Schuster and
Christof Sch{\"{u}}tte},
title = {Feature space approximation for kernel-based supervised learning},
journal = {Knowl. Based Syst.},
volume = {221},
pages = {106935},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.106935},
doi = {10.1016/J.KNOSYS.2021.106935},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GelssKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KlusGNN21,
author = {Stefan Klus and
Patrick Gel{\ss} and
Feliks N{\"{u}}ske and
Frank No{\'{e}}},
title = {Symmetric and antisymmetric kernels for machine learning problems
in quantum physics and chemistry},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45016},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac14ad},
doi = {10.1088/2632-2153/AC14AD},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KlusGNN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paams/WannerKMJMCCDDE21,
author = {Leo Wanner and
Matthias Klusch and
Athanasios Mavropoulos and
Emmanuel Jamin and
V{\'{\i}}ctor Mar{\'{\i}}n{-}Puchades and
Gerard Casamayor and
Jan Cernock{\'{y}} and
Steffi Davey and
M{\'{o}}nica Dom{\'{\i}}nguez and
Ekaterina Egorova and
Jens Grivolla and
Gloria Elena Jaramillo Rojas and
Anastasios Karakostas and
Dimos Ntioudis and
Pavel Pecina and
Oleksandr Sobko and
Stefanos Vrochidis and
Lena Wertmann},
editor = {Frank Dignum and
Juan Manuel Corchado and
Fernando de la Prieta},
title = {Towards a Versatile Intelligent Conversational Agent as Personal Assistant
for Migrants},
booktitle = {Advances in Practical Applications of Agents, Multi-Agent Systems,
and Social Good. The {PAAMS} Collection - 19th International Conference,
{PAAMS} 2021, Salamanca, Spain, October 6-8, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12946},
pages = {316--327},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85739-4\_26},
doi = {10.1007/978-3-030-85739-4\_26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/paams/WannerKMJMCCDDE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15013,
author = {Moritz Hoffmann and
Martin Scherer and
Tim Hempel and
Andreas Mardt and
Brian de Silva and
Brooke E. Husic and
Stefan Klus and
Hao Wu and
J. Nathan Kutz and
Steven L. Brunton and
Frank No{\'{e}}},
title = {Deeptime: a Python library for machine learning dynamical models from
time series data},
journal = {CoRR},
volume = {abs/2110.15013},
year = {2021},
url = {https://arxiv.org/abs/2110.15013},
eprinttype = {arXiv},
eprint = {2110.15013},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ans/MelnykKMC20,
author = {Kateryna Melnyk and
Stefan Klus and
Gr{\'{e}}goire Montavon and
Tim O. F. Conrad},
title = {GraphKKE: graph Kernel Koopman embedding for human microbiome analysis},
journal = {Appl. Netw. Sci.},
volume = {5},
number = {1},
pages = {96},
year = {2020},
url = {https://doi.org/10.1007/s41109-020-00339-2},
doi = {10.1007/S41109-020-00339-2},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ans/MelnykKMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/KlusNH20,
author = {Stefan Klus and
Feliks N{\"{u}}ske and
Boumediene Hamzi},
title = {Kernel-Based Approximation of the Koopman Generator and Schr{\"{o}}dinger
Operator},
journal = {Entropy},
volume = {22},
number = {7},
pages = {722},
year = {2020},
url = {https://doi.org/10.3390/e22070722},
doi = {10.3390/E22070722},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/KlusNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/KlusSM20,
author = {Stefan Klus and
Ingmar Schuster and
Krikamol Muandet},
title = {Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert
Spaces},
journal = {J. Nonlinear Sci.},
volume = {30},
number = {1},
pages = {283--315},
year = {2020},
url = {https://doi.org/10.1007/s00332-019-09574-z},
doi = {10.1007/S00332-019-09574-Z},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jns/KlusSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SchusterMKM20,
author = {Ingmar Schuster and
Mattes Mollenhauer and
Stefan Klus and
Krikamol Muandet},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Kernel Conditional Density Operators},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {993--1004},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/schuster20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SchusterMKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00891,
author = {Mattes Mollenhauer and
Stefan Klus and
Christof Sch{\"{u}}tte and
P{\'{e}}ter Koltai},
title = {Kernel autocovariance operators of stationary processes: Estimation
and convergence},
journal = {CoRR},
volume = {abs/2004.00891},
year = {2020},
url = {https://arxiv.org/abs/2004.00891},
eprinttype = {arXiv},
eprint = {2004.00891},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13231,
author = {Stefan Klus and
Feliks N{\"{u}}ske and
Boumediene Hamzi},
title = {Kernel-based approximation of the Koopman generator and Schr{\"{o}}dinger
operator},
journal = {CoRR},
volume = {abs/2005.13231},
year = {2020},
url = {https://arxiv.org/abs/2005.13231},
eprinttype = {arXiv},
eprint = {2005.13231},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05903,
author = {Kateryna Melnyk and
Stefan Klus and
Gr{\'{e}}goire Montavon and
Tim O. F. Conrad},
title = {GraphKKE: Graph Kernel Koopman Embedding for Human Microbiome Analysis},
journal = {CoRR},
volume = {abs/2008.05903},
year = {2020},
url = {https://arxiv.org/abs/2008.05903},
eprinttype = {arXiv},
eprint = {2008.05903},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12651,
author = {Patrick Gel{\ss} and
Stefan Klus and
Ingmar Schuster and
Christof Sch{\"{u}}tte},
title = {Feature space approximation for kernel-based supervised learning},
journal = {CoRR},
volume = {abs/2011.12651},
year = {2020},
url = {https://arxiv.org/abs/2011.12651},
eprinttype = {arXiv},
eprint = {2011.12651},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/KlusG19,
author = {Stefan Klus and
Patrick Gel{\ss}},
title = {Tensor-Based Algorithms for Image Classification},
journal = {Algorithms},
volume = {12},
number = {11},
pages = {240},
year = {2019},
url = {https://doi.org/10.3390/a12110240},
doi = {10.3390/A12110240},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/KlusG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/PeitzK19,
author = {Sebastian Peitz and
Stefan Klus},
title = {Koopman operator-based model reduction for switched-system control
of PDEs},
journal = {Autom.},
volume = {106},
pages = {184--191},
year = {2019},
url = {https://doi.org/10.1016/j.automatica.2019.05.016},
doi = {10.1016/J.AUTOMATICA.2019.05.016},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/automatica/PeitzK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/ZhangKCS19,
author = {Wei Zhang and
Stefan Klus and
Tim O. F. Conrad and
Christof Sch{\"{u}}tte},
title = {Learning Chemical Reaction Networks from Trajectory Data},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {18},
number = {4},
pages = {2000--2046},
year = {2019},
url = {https://doi.org/10.1137/19M1265880},
doi = {10.1137/19M1265880},
timestamp = {Tue, 26 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/ZhangKCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11255,
author = {Ingmar Schuster and
Mattes Mollenhauer and
Stefan Klus and
Krikamol Muandet},
title = {Kernel Conditional Density Operators},
journal = {CoRR},
volume = {abs/1905.11255},
year = {2019},
url = {http://arxiv.org/abs/1905.11255},
eprinttype = {arXiv},
eprint = {1905.11255},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04741,
author = {Feliks N{\"{u}}ske and
Patrick Gel{\ss} and
Stefan Klus and
Cecilia Clementi},
title = {Tensor-based {EDMD} for the Koopman analysis of high-dimensional systems},
journal = {CoRR},
volume = {abs/1908.04741},
year = {2019},
url = {http://arxiv.org/abs/1908.04741},
eprinttype = {arXiv},
eprint = {1908.04741},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02150,
author = {Stefan Klus and
Patrick Gel{\ss}},
title = {Tensor-based algorithms for image classification},
journal = {CoRR},
volume = {abs/1910.02150},
year = {2019},
url = {http://arxiv.org/abs/1910.02150},
eprinttype = {arXiv},
eprint = {1910.02150},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/BittracherKKBDS18,
author = {Andreas Bittracher and
P{\'{e}}ter Koltai and
Stefan Klus and
Ralf Banisch and
Michael Dellnitz and
Christof Sch{\"{u}}tte},
title = {Transition Manifolds of Complex Metastable Systems - Theory and Data-Driven
Computation of Effective Dynamics},
journal = {J. Nonlinear Sci.},
volume = {28},
number = {2},
pages = {471--512},
year = {2018},
url = {https://doi.org/10.1007/s00332-017-9415-0},
doi = {10.1007/S00332-017-9415-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jns/BittracherKKBDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/KlusNKWKSN18,
author = {Stefan Klus and
Feliks N{\"{u}}ske and
P{\'{e}}ter Koltai and
Hao Wu and
Ioannis G. Kevrekidis and
Christof Sch{\"{u}}tte and
Frank No{\'{e}}},
title = {Data-Driven Model Reduction and Transfer Operator Approximation},
journal = {J. Nonlinear Sci.},
volume = {28},
number = {3},
pages = {985--1010},
year = {2018},
url = {https://doi.org/10.1007/s00332-017-9437-7},
doi = {10.1007/S00332-017-9437-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jns/KlusNKWKSN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bled/HolotiukKLM18,
author = {Friedrich Holotiuk and
Milan Frederik Klus and
Todor Stefan Lohwasser and
J{\"{u}}rgen Moormann},
editor = {Andreja Pucihar and
Mirjana Kljajic Borstnar and
Pascal Ravesteijn and
Juergen Seitz and
Roger W. H. Bons},
title = {Motives to Form Alliances for Digital Innovation: The Case of Banks
and Fintechs},
booktitle = {31st Bled eConference: Digital Transformation: Meeting the Challenges,
Bled, Slovenia, June 17-20, 2018},
pages = {22},
publisher = {University of Maribor Press / Association for Information Systems},
year = {2018},
url = {https://aisel.aisnet.org/bled2018/22},
timestamp = {Thu, 03 Jan 2019 13:05:03 +0100},
biburl = {https://dblp.org/rec/conf/bled/HolotiukKLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10118,
author = {Stefan Klus and
Sebastian Peitz and
Ingmar Schuster},
title = {Analyzing high-dimensional time-series data using kernel transfer
operator eigenfunctions},
journal = {CoRR},
volume = {abs/1805.10118},
year = {2018},
url = {http://arxiv.org/abs/1805.10118},
eprinttype = {arXiv},
eprint = {1805.10118},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-11092,
author = {Stefan Klus and
Andreas Bittracher and
Ingmar Schuster and
Christof Sch{\"{u}}tte},
title = {A kernel-based approach to molecular conformation analysis},
journal = {CoRR},
volume = {abs/1809.11092},
year = {2018},
url = {http://arxiv.org/abs/1809.11092},
eprinttype = {arXiv},
eprint = {1809.11092},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-11092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/GelssKMS17,
author = {Patrick Gel{\ss} and
Stefan Klus and
Sebastian Matera and
Christof Sch{\"{u}}tte},
title = {Nearest-neighbor interaction systems in the tensor-train format},
journal = {J. Comput. Phys.},
volume = {341},
pages = {140--162},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2017.04.007},
doi = {10.1016/J.JCP.2017.04.007},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/GelssKMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/DellnitzKZ17,
author = {Michael Dellnitz and
Stefan Klus and
Adrian Ziessler},
title = {A Set-Oriented Numerical Approach for Dynamical Systems with Parameter
Uncertainty},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {16},
number = {1},
pages = {120--138},
year = {2017},
url = {https://doi.org/10.1137/16M1072735},
doi = {10.1137/16M1072735},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamads/DellnitzKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SilvaOLK17,
author = {Josenildo Costa da Silva and
Gustavo H. B. S. Oliveira and
Stefano Lodi and
Matthias Klusch},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {Clustering Distributed Short Time Series with Dense Patterns},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {34--41},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.0-181},
doi = {10.1109/ICMLA.2017.0-181},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SilvaOLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SahaiKD17,
author = {Tuhin Sahai and
Stefan Klus and
Michael Dellnitz},
title = {Continuous Relaxations for the Traveling Salesman Problem},
journal = {CoRR},
volume = {abs/1702.05224},
year = {2017},
url = {http://arxiv.org/abs/1702.05224},
eprinttype = {arXiv},
eprint = {1702.05224},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SahaiKD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01572,
author = {Stefan Klus and
Ingmar Schuster and
Krikamol Muandet},
title = {Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert
Spaces},
journal = {CoRR},
volume = {abs/1712.01572},
year = {2017},
url = {http://arxiv.org/abs/1712.01572},
eprinttype = {arXiv},
eprint = {1712.01572},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/KluschK0LB16,
author = {Matthias Klusch and
Patrick Kapahnke and
Stefan Schulte and
Freddy L{\'{e}}cu{\'{e}} and
Abraham Bernstein},
title = {Semantic Web Service Search: {A} Brief Survey},
journal = {K{\"{u}}nstliche Intell.},
volume = {30},
number = {2},
pages = {139--147},
year = {2016},
url = {https://doi.org/10.1007/s13218-015-0415-7},
doi = {10.1007/S13218-015-0415-7},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/KluschK0LB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/PoppLBBCCCDGGHK16,
author = {Thomas Popp and
Gerrit de Leeuw and
Christine Bingen and
Christoph Br{\"{u}}hl and
Virginie Capelle and
Alain Ch{\'{e}}din and
Lieven Clarisse and
Oleg Dubovik and
Roy G. Grainger and
Jan Griesfeller and
Andreas Heckel and
Stefan Kinne and
Lars Kl{\"{u}}ser and
Miriam Kosmale and
Pekka Kolmonen and
Luca Lelli and
Pavel Litvinov and
Linlu Mei and
Peter R. J. North and
Simon Pinnock and
Adam C. Povey and
Charles Robert and
Michael Schulz and
Larisa Sogacheva and
Kerstin Stebel and
Deborah Stein Zweers and
Gareth Thomas and
Lieuwe Gijsbert Tilstra and
Sophie Vandenbussche and
J. Pepijn Veefkind and
Marco Vountas and
Yong Xue},
title = {Development, Production and Evaluation of Aerosol Climate Data Records
from European Satellite Observations (Aerosol{\_}cci)},
journal = {Remote. Sens.},
volume = {8},
number = {5},
pages = {421},
year = {2016},
url = {https://doi.org/10.3390/rs8050421},
doi = {10.3390/RS8050421},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/PoppLBBCCCDGGHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SilvaKL16,
author = {Josenildo Costa da Silva and
Matthias Klusch and
Stefano Lodi},
editor = {Henrik Bostr{\"{o}}m and
Arno J. Knobbe and
Carlos Soares and
Panagiotis Papapetrou},
title = {Privacy-Awareness of Distributed Data Clustering Algorithms Revisited},
booktitle = {Advances in Intelligent Data Analysis {XV} - 15th International Symposium,
{IDA} 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9897},
pages = {261--272},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46349-0\_23},
doi = {10.1007/978-3-319-46349-0\_23},
timestamp = {Sun, 02 Jun 2019 21:13:53 +0200},
biburl = {https://dblp.org/rec/conf/ida/SilvaKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PelesK15,
author = {Slaven Peles and
Stefan Klus},
title = {Sparse Automatic Differentiation for Large-Scale Computations Using
Abstract Elementary Algebra},
journal = {CoRR},
volume = {abs/1505.00838},
year = {2015},
url = {http://arxiv.org/abs/1505.00838},
eprinttype = {arXiv},
eprint = {1505.00838},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PelesK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eetcc/ZinnikusBCKKNSW14,
author = {Ingo Zinnikus and
Sergiy Byelozyorov and
Xiaoqi Cao and
Matthias Klusch and
Christopher Krauss and
Andreas Nonnengart and
Torsten Spieldenner and
Stefan Warwas and
Philipp Slusallek},
title = {A Collaborative VirtualWorkspace for Factory Configuration and Evaluation},
journal = {{EAI} Endorsed Trans. Collab. Comput.},
volume = {1},
number = {1},
pages = {e5},
year = {2014},
url = {https://doi.org/10.4108/cc.1.1.e5},
doi = {10.4108/CC.1.1.E5},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eetcc/ZinnikusBCKKNSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hmd/KlusmannWH14,
author = {Daniel Klusmann and
Stefan Wulftange and
Uwe Hoppe},
title = {Handlungsempfehlungen f{\"{u}}r Social Media Strategien in Kreditinstituten},
journal = {{HMD} Prax. Wirtsch.},
volume = {51},
number = {3},
pages = {350--361},
year = {2014},
url = {https://doi.org/10.1365/s40702-014-0043-y},
doi = {10.1365/S40702-014-0043-Y},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hmd/KlusmannWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edoc/0002HHDKS14,
author = {Stefan Schulte and
Philipp Hoenisch and
Christoph Hochreiner and
Schahram Dustdar and
Matthias Klusch and
Dieter Schuller},
editor = {Manfred Reichert and
Stefanie Rinderle{-}Ma and
Georg Grossmann},
title = {Towards Process Support for Cloud Manufacturing},
booktitle = {18th {IEEE} International Enterprise Distributed Object Computing
Conference, {EDOC} 2014, Ulm, Germany, September 1-5, 2014},
pages = {142--149},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/EDOC.2014.28},
doi = {10.1109/EDOC.2014.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edoc/0002HHDKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/KluschKCRTM14,
author = {Matthias Klusch and
Patrick Kapahnke and
Xiaoqi Cao and
Benjamin Rainer and
Christian Timmerer and
Stefan Mangold},
editor = {Moustafa Youssef and
Cecilia Mascolo and
Fahim Kawsar},
title = {MyMedia: mobile semantic peer-to-peer video search and live streaming},
booktitle = {11th International Conference on Mobile and Ubiquitous Systems: Computing,
Networking and Services, {MOBIQUITOUS} 2014, London, United Kingdom,
December 2-5, 2014},
pages = {277--286},
publisher = {{ICST} / {ACM}},
year = {2014},
url = {https://doi.org/10.4108/icst.mobiquitous.2014.258026},
doi = {10.4108/ICST.MOBIQUITOUS.2014.258026},
timestamp = {Wed, 24 Feb 2021 08:54:23 +0100},
biburl = {https://dblp.org/rec/conf/mobiquitous/KluschKCRTM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KlusS14,
author = {Stefan Klus and
Tuhin Sahai},
title = {A Spectral Assignment Approach for the Graph Isomorphism Problem},
journal = {CoRR},
volume = {abs/1411.0969},
year = {2014},
url = {http://arxiv.org/abs/1411.0969},
eprinttype = {arXiv},
eprint = {1411.0969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KlusS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/WarwasKFS12,
author = {Stefan Warwas and
Matthias Klusch and
Klaus Fischer and
Philipp Slusallek},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {A development environment for engineering intelligent avatars for
semantically-enhanced simulated realities (demonstration)},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {1479--1480},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2344070},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/WarwasKFS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/SchulteLKS12,
author = {Stefan Schulte and
Ulrich Lampe and
Matthias Klusch and
Ralf Steinmetz},
editor = {Elena Simperl and
Philipp Cimiano and
Axel Polleres and
{\'{O}}scar Corcho and
Valentina Presutti},
title = {{COV4SWS.KOM:} Information Quality-Aware Matchmaking for Semantic
Services},
booktitle = {The Semantic Web: Research and Applications - 9th Extended Semantic
Web Conference, {ESWC} 2012, Heraklion, Crete, Greece, May 27-31,
2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7295},
pages = {499--513},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30284-8\_40},
doi = {10.1007/978-3-642-30284-8\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/SchulteLKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/WarwasFKS12,
author = {Stefan Warwas and
Klaus Fischer and
Matthias Klusch and
Philipp Slusallek},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {{BOCHICA:} {A} Model-driven Framework for Engineering Multiagent Systems},
booktitle = {{ICAART} 2012 - Proceedings of the 4th International Conference on
Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence,
Vilamoura, Algarve, Portugal, 6-8 February, 2012},
pages = {109--118},
publisher = {SciTePress},
year = {2012},
timestamp = {Fri, 02 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaart/WarwasFKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-4888,
author = {Tuhin Sahai and
Stefan Klus and
Michael Dellnitz},
title = {A Traveling Salesman Learns Bayesian Networks},
journal = {CoRR},
volume = {abs/1211.4888},
year = {2012},
url = {http://arxiv.org/abs/1211.4888},
eprinttype = {arXiv},
eprint = {1211.4888},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-4888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/KlusSLD11,
author = {Stefan Klus and
Tuhin Sahai and
Cong Liu and
Michael Dellnitz},
title = {An efficient algorithm for the parallel solution of high-dimensional
differential equations},
journal = {J. Comput. Appl. Math.},
volume = {235},
number = {9},
pages = {3053--3062},
year = {2011},
url = {https://doi.org/10.1016/j.cam.2010.12.026},
doi = {10.1016/J.CAM.2010.12.026},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcam/KlusSLD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/WarwasK11,
author = {Stefan Warwas and
Matthias Klusch},
editor = {Olivier Boissier and
Jeffrey Bradshaw and
Longbing Cao and
Klaus Fischer and
Mohand{-}Said Hacid},
title = {Making Multiagent System Designs Reusable: {A} Model-Driven Approach},
booktitle = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
Doua, Lyon, France, August 22-27, 2011},
pages = {101--108},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WI-IAT.2011.118},
doi = {10.1109/WI-IAT.2011.118},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/WarwasK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/skg/KluschCKW11,
author = {Matthias Klusch and
Xiaoqi Cao and
Patrick Kapahnke and
Stefan Warwas},
title = {Semantics and Agents for Intelligent Simulation and Collaboration
in the 3D Internet},
booktitle = {Seventh International Conference on Semantics Knowledge and Grid {(SKG}
2011), Beijing, China, October 24-26, 2011},
pages = {9--16},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/SKG.2011.40},
doi = {10.1109/SKG.2011.40},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/skg/KluschCKW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/NesbigallWKSK0S10,
author = {Stefan Nesbigall and
Stefan Warwas and
Patrick Kapahnke and
Ren{\'{e}} Schubotz and
Matthias Klusch and
Klaus Fischer and
Philipp Slusallek},
editor = {Joaquim Filipe and
Ana L. N. Fred and
Bernadette Sharp},
title = {ISReal: {A} Platform for Intelligent Simulated Realities},
booktitle = {Agents and Artificial Intelligence - Second International Conference,
{ICAART} 2010, Valencia, Spain, January 22-24, 2010. Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {129},
pages = {201--213},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-19890-8\_15},
doi = {10.1007/978-3-642-19890-8\_15},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/NesbigallWKSK0S10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/NesbigallWKSKFS10,
author = {Stefan Nesbigall and
Stefan Warwas and
Patrick Kapahnke and
Ren{\'{e}} Schubotz and
Matthias Klusch and
Klaus Fischer and
Philipp Slusallek},
editor = {Joaquim Filipe and
Ana L. N. Fred and
Bernadette Sharp},
title = {Intelligent Agents for Semantic Simulated Realities - The ISReal Platform},
booktitle = {{ICAART} 2010 - Proceedings of the International Conference on Agents
and Artificial Intelligence, Volume 2 - Agents, Valencia, Spain, January
22-24, 2010},
pages = {72--79},
publisher = {{INSTICC} Press},
year = {2010},
timestamp = {Fri, 02 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaart/NesbigallWKSKFS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/KapahnkeLNWK10,
author = {Patrick Kapahnke and
Pascal Liedtke and
Stefan Nesbigall and
Stefan Warwas and
Matthias Klusch},
editor = {Peter F. Patel{-}Schneider and
Yue Pan and
Pascal Hitzler and
Peter Mika and
Lei Zhang and
Jeff Z. Pan and
Ian Horrocks and
Birte Glimm},
title = {ISReal: An Open Platform for Semantic-Based 3D Simulations in the
3D Internet},
booktitle = {The Semantic Web - {ISWC} 2010 - 9th International Semantic Web Conference,
{ISWC} 2010, Shanghai, China, November 7-11, 2010, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6497},
pages = {161--176},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17749-1\_11},
doi = {10.1007/978-3-642-17749-1\_11},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/semweb/KapahnkeLNWK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-5238,
author = {Stefan Klus and
Tuhin Sahai and
Cong Liu and
Michael Dellnitz},
title = {An efficient algorithm for the parallel solution of high-dimensional
differential equations},
journal = {CoRR},
volume = {abs/1003.5238},
year = {2010},
url = {http://arxiv.org/abs/1003.5238},
eprinttype = {arXiv},
eprint = {1003.5238},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-5238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edoc/HahnNWZKF08,
author = {Christian Hahn and
Stefan Nesbigall and
Stefan Warwas and
Ingo Zinnikus and
Matthias Klusch and
Klaus Fischer},
editor = {Marten van Sinderen and
Jo{\~{a}}o Paulo A. Almeida and
Lu{\'{\i}}s Ferreira Pires and
Maarten Steen},
title = {Model-driven Approach to the Integration of Multiagent Systems and
Semantic Web Services},
booktitle = {Workshops Proceedings of the 12th International {IEEE} Enterprise
Distributed Object Computing Conference, {ECOCW} 2008, 16 September
2008, Munich, Germany},
pages = {317--324},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/EDOCW.2008.43},
doi = {10.1109/EDOCW.2008.43},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edoc/HahnNWZKF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/HahnNWZFK08,
author = {Christian Hahn and
Stefan Nesbigall and
Stefan Warwas and
Ingo Zinnikus and
Klaus Fischer and
Matthias Klusch},
title = {Integration of Multiagent Systems and Semantic Web Services on a Platform
Independent Level},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12,
2008},
pages = {200--206},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.321},
doi = {10.1109/WIIAT.2008.321},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/HahnNWZFK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/KluschNZ08,
author = {Matthias Klusch and
Stefan Nesbigall and
Ingo Zinnikus},
editor = {Rub{\'{e}}n Lara Hernandez and
Tommaso Di Noia and
Ioan Toma},
title = {Model-Driven Semantic Service Matchmaking for Collaborative Business
Processes},
booktitle = {Proceedings of the Second International Workshop on Service Matchmaking
and Resource Retrieval in the Semantic Web, Karlsruhe, Germany, October
27, 2008},
series = {{CEUR} Workshop Proceedings},
volume = {416},
publisher = {CEUR-WS.org},
year = {2008},
url = {https://ceur-ws.org/Vol-416/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:04 +0100},
biburl = {https://dblp.org/rec/conf/semweb/KluschNZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/KluschNZ08,
author = {Matthias Klusch and
Stefan Nesbigall and
Ingo Zinnikus},
title = {{MDSM:} {A} Model-Driven Approach to Semantic Service Selection for
Collaborative Business Processes},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {612--618},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.176},
doi = {10.1109/WIIAT.2008.176},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/KluschNZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/SilvaKLM06,
author = {Josenildo Costa da Silva and
Matthias Klusch and
Stefano Lodi and
Gianluca Moro},
title = {Privacy-preserving agent-based distributed data clustering},
journal = {Web Intell. Agent Syst.},
volume = {4},
number = {2},
pages = {221--238},
year = {2006},
url = {http://content.iospress.com/articles/web-intelligence-and-agent-systems-an-international-journal/wia00088},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wias/SilvaKLM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SilvaKLM04,
author = {Josenildo Costa da Silva and
Matthias Klusch and
Stefano Lodi and
Gianluca Moro},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
pages = {450--454},
publisher = {{IOS} Press},
year = {2004},
timestamp = {Fri, 11 May 2018 12:42:30 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SilvaKLM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agentlink/KluschLM03,
author = {Matthias Klusch and
Stefano Lodi and
Gianluca Moro},
editor = {Matthias Klusch and
Sonia Bergamaschi and
Peter Edwards and
Paolo Petta},
title = {Agent-Based Distributed Data Mining: The {KDEC} Scheme},
booktitle = {Intelligent Information Agents - The AgentLink Perspective},
series = {Lecture Notes in Computer Science},
volume = {2586},
pages = {104--122},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36561-3\_5},
doi = {10.1007/3-540-36561-3\_5},
timestamp = {Fri, 27 Mar 2020 08:50:38 +0100},
biburl = {https://dblp.org/rec/conf/agentlink/KluschLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KluschLM03,
author = {Matthias Klusch and
Stefano Lodi and
Gianluca Moro},
title = {Issues of agent-based distributed data mining},
booktitle = {The Second International Joint Conference on Autonomous Agents {\&}
Multiagent Systems, {AAMAS} 2003, July 14-18, 2003, Melbourne, Victoria,
Australia, Proceedings},
pages = {1034--1035},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/860575.860782},
doi = {10.1145/860575.860782},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/KluschLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/KluschLM03,
author = {Matthias Klusch and
Stefano Lodi and
Gianluca Moro},
title = {The Role of Agents in Distributed Data Mining: Issues and Benefits},
booktitle = {2003 {IEEE/WIC} International Conference on Intelligent Agent Technology
{(IAT} 2003), 13-17 October 2003, Halifax, Canada},
pages = {211--217},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/IAT.2003.1241070},
doi = {10.1109/IAT.2003.1241070},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/KluschLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KluschLM03,
author = {Matthias Klusch and
Stefano Lodi and
Gianluca Moro},
editor = {Georg Gottlob and
Toby Walsh},
title = {Distributed Clustering Based on Sampling Local Density Estimates},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {485--490},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/072.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KluschLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Klusmeier88,
author = {Stefan Klusmeier},
title = {Erfahrungen mit einer induktiven Expertensystem-Shell},
journal = {K{\"{u}}nstliche Intell.},
volume = {2},
number = {4},
pages = {46--47},
year = {1988},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Klusmeier88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icftcs/Klusmeier87,
author = {Stefan Klusmeier},
editor = {Fevzi Belli and
Winfried G{\"{o}}rke},
title = {Konzept und Einsatzerfahrung mit Marathon/32 und {RELIANCE}},
booktitle = {Fehlertolerierende Rechensysteme / Fault-Tolerant Computing Systems,
3. Internationale GI/ITG/GMA-Fachtagung, Bremerhaven, Deutschland,
9.-11. September 1987, Proceedings},
series = {Informatik-Fachberichte},
volume = {147},
pages = {376--377},
publisher = {Springer},
year = {1987},
url = {https://doi.org/10.1007/978-3-642-45628-2\_34},
doi = {10.1007/978-3-642-45628-2\_34},
timestamp = {Sat, 23 Jun 2018 18:44:44 +0200},
biburl = {https://dblp.org/rec/conf/icftcs/Klusmeier87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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