BibTeX records: David Sommer

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@inproceedings{DBLP:conf/scalespace/HagemannSSES25,
  author       = {Paul Hagemann and
                  Janina Sch{\"{u}}tte and
                  David Sommer and
                  Martin Eigel and
                  Gabriele Steidl},
  editor       = {Tatiana A. Bubba and
                  Romina Gaburro and
                  Silvia Gazzola and
                  Kostas Papafitsoros and
                  Marcelo Pereyra and
                  Carola{-}Bibiane Sch{\"{o}}nlieb},
  title        = {Sampling from Boltzmann Densities with Physics Informed Low-Rank Formats},
  booktitle    = {Scale Space and Variational Methods in Computer Vision - 10th International
                  Conference, {SSVM} 2025, Dartington, UK, May 18-22, 2025, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15667},
  pages        = {374--386},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-3-031-92366-1\_29},
  doi          = {10.1007/978-3-031-92366-1\_29},
  timestamp    = {Tue, 03 Jun 2025 17:01:59 +0200},
  biburl       = {https://dblp.org/rec/conf/scalespace/HagemannSSES25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/EigelGS24,
  author       = {Martin Eigel and
                  Robert Gruhlke and
                  David Sommer},
  title        = {Less Interaction with Forward Models in Langevin Dynamics: Enrichment
                  and Homotopy},
  journal      = {{SIAM} J. Appl. Dyn. Syst.},
  volume       = {23},
  number       = {3},
  pages        = {1870--1908},
  year         = {2024},
  url          = {https://doi.org/10.1137/23m1546841},
  doi          = {10.1137/23M1546841},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamads/EigelGS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15285,
  author       = {David Sommer and
                  Robert Gruhlke and
                  Max Kirstein and
                  Martin Eigel and
                  Claudia Schillings},
  title        = {Generative Modelling with Tensor Train approximations of Hamilton-Jacobi-Bellman
                  equations},
  journal      = {CoRR},
  volume       = {abs/2402.15285},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.15285},
  doi          = {10.48550/ARXIV.2402.15285},
  eprinttype    = {arXiv},
  eprint       = {2402.15285},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-15285.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-07637,
  author       = {Paul Hagemann and
                  Janina Sch{\"{u}}tte and
                  David Sommer and
                  Martin Eigel and
                  Gabriele Steidl},
  title        = {Sampling from Boltzmann densities with physics informed low-rank formats},
  journal      = {CoRR},
  volume       = {abs/2412.07637},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.07637},
  doi          = {10.48550/ARXIV.2412.07637},
  eprinttype    = {arXiv},
  eprint       = {2412.07637},
  timestamp    = {Mon, 20 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-07637.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/EigelSS23,
  author       = {Martin Eigel and
                  Reinhold Schneider and
                  David Sommer},
  title        = {Dynamical low-rank approximations of solutions to the Hamilton-Jacobi-Bellman
                  equation},
  journal      = {Numer. Linear Algebra Appl.},
  volume       = {30},
  number       = {3},
  year         = {2023},
  url          = {https://doi.org/10.1002/nla.2463},
  doi          = {10.1002/NLA.2463},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nla/EigelSS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03242,
  author       = {Martin Eigel and
                  Charles Miranda and
                  Janina Sch{\"{u}}tte and
                  David Sommer},
  title        = {Approximating Langevin Monte Carlo with ResNet-like Neural Network
                  architectures},
  journal      = {CoRR},
  volume       = {abs/2311.03242},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.03242},
  doi          = {10.48550/ARXIV.2311.03242},
  eprinttype    = {arXiv},
  eprint       = {2311.03242},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-03242.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codit/ThieleJSEK22,
  author       = {Gregor Thiele and
                  Theresa Johanni and
                  David Sommer and
                  Martin Eigel and
                  J{\"{o}}rg Kr{\"{u}}ger},
  title        = {OptTopo: Automated set-point optimization for coupled systems using
                  topology information},
  booktitle    = {8th International Conference on Control, Decision and Information
                  Technologies, CoDIT 2022, Istanbul, Turkey, May 17-20, 2022},
  pages        = {224--229},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CoDIT55151.2022.9803985},
  doi          = {10.1109/CODIT55151.2022.9803985},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/codit/ThieleJSEK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KirsteinSE22,
  author       = {Max Kirstein and
                  David Sommer and
                  Martin Eigel},
  editor       = {Ulf Johansson and
                  Henrik Bostr{\"{o}}m and
                  Khuong An Nguyen and
                  Zhiyuan Luo and
                  Lars Carlsson},
  title        = {Tensor-Train Kernel Learning for Gaussian Processes},
  booktitle    = {Conformal and Probabilistic Prediction with Applications, 24-26 August
                  2022, Brighton, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {179},
  pages        = {253--272},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v179/kirstein22a.html},
  timestamp    = {Wed, 09 Aug 2023 17:07:50 +0200},
  biburl       = {https://dblp.org/rec/conf/copa/KirsteinSE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14700,
  author       = {Gregor Thiele and
                  Theresa Johanni and
                  David Sommer and
                  J{\"{o}}rg Kr{\"{u}}ger},
  title        = {Decomposition of Industrial Systems for Energy Efficiency Optimization
                  with OptTopo},
  journal      = {CoRR},
  volume       = {abs/2206.14700},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.14700},
  doi          = {10.48550/ARXIV.2206.14700},
  eprinttype    = {arXiv},
  eprint       = {2206.14700},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-14700.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11528,
  author       = {Martin Eigel and
                  Robert Gruhlke and
                  David Sommer},
  title        = {Less interaction with forward models in Langevin dynamics},
  journal      = {CoRR},
  volume       = {abs/2212.11528},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.11528},
  doi          = {10.48550/ARXIV.2212.11528},
  eprinttype    = {arXiv},
  eprint       = {2212.11528},
  timestamp    = {Wed, 04 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-11528.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icstcc/0001FSK20,
  author       = {Gregor Thiele and
                  Arne Fey and
                  David Sommer and
                  J{\"{o}}rg Kr{\"{u}}ger},
  editor       = {Lucian{-}Florentin Barbulescu},
  title        = {System identification of a hysteresis-controlled pump system using
                  SINDy},
  booktitle    = {24th International Conference on System Theory, Control and Computing,
                  {ICSTCC} 2020, Sinaia, Romania, October 8-10, 2020},
  pages        = {457--464},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICSTCC50638.2020.9259776},
  doi          = {10.1109/ICSTCC50638.2020.9259776},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icstcc/0001FSK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lp/Sommer17,
  author       = {David Sommer},
  title        = {Creating impact resonance through a culture of Holistic Discoverability},
  journal      = {Learn. Publ.},
  volume       = {30},
  number       = {1},
  pages        = {91--95},
  year         = {2017},
  url          = {https://doi.org/10.1002/leap.1081},
  doi          = {10.1002/LEAP.1081},
  timestamp    = {Thu, 16 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/lp/Sommer17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ITGspeech/KrajewskiSMTSG16,
  author       = {Jarek Krajewski and
                  Sebastian Schnieder and
                  Christopher Monschau and
                  Raphael Titt and
                  David Sommer and
                  Martin Golz},
  title        = {Large Sleepy Reading Corpus {(LSRC):} Applying Read Speech for Detecting
                  Sleepiness},
  booktitle    = {Proceedings of the 12th {ITG} Symposium on Speech Communication, Paderborn,
                  Germany, October 5-7, 2016},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://ieeexplore.ieee.org/document/7776185/},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ITGspeech/KrajewskiSMTSG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KrajewskiSSBS12,
  author       = {Jarek Krajewski and
                  Sebastian Schnieder and
                  David Sommer and
                  Anton Batliner and
                  Bj{\"{o}}rn W. Schuller},
  title        = {Applying multiple classifiers and non-linear dynamics features for
                  detecting sleepiness from speech},
  journal      = {Neurocomputing},
  volume       = {84},
  pages        = {65--75},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.neucom.2011.12.021},
  doi          = {10.1016/J.NEUCOM.2011.12.021},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/KrajewskiSSBS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/automotiveUI/TrutschelGHSSE12,
  author       = {Udo Trutschel and
                  Martin Golz and
                  Christian Heinze and
                  David Sommer and
                  Bill Sirois and
                  David Edwards},
  editor       = {Andrew L. Kun},
  title        = {Heart rate measures reflect the interaction of low mental workload
                  and fatigue during driving simulation},
  booktitle    = {International Conference on Automotive User Interfaces and Interactive
                  Vehicular Applications, AutomotiveUI '12, Portsmouth, NH, {USA} -
                  October 17 - 19, 2012},
  pages        = {261--264},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2390256.2390299},
  doi          = {10.1145/2390256.2390299},
  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},
  biburl       = {https://dblp.org/rec/conf/automotiveUI/TrutschelGHSSE12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/DuchonSD11,
  author       = {Markus Duchon and
                  David Sommer and
                  Michael D{\"{u}}rr},
  title        = {Evaluation of Dynamic Transfer Nodes for Distributed Cooperative On-Demand
                  Transportation},
  booktitle    = {Proceedings of the 74th {IEEE} Vehicular Technology Conference, {VTC}
                  Fall 2011, 5-8 September 2011, San Francisco, CA, {USA}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/VETECF.2011.6093042},
  doi          = {10.1109/VETECF.2011.6093042},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/vtc/DuchonSD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mb/KrajewskiSSLHG10,
  author       = {Jarek Krajewski and
                  David Sommer and
                  Thomas Schnupp and
                  Tom Laufenberg and
                  Christian Heinze and
                  Martin Golz},
  editor       = {Emilia I. Barakova and
                  Boris E. R. de Ruyter and
                  Andrew Spink},
  title        = {Applying nonlinear dynamics features for speech-based fatigue detection},
  booktitle    = {Proceedings of the 7th International Conference on Methods and Techniques
                  in Behavioral Research, {MB} 2010, Eindhoven, The Netherlands, August
                  24-27, 2010},
  pages        = {23:1--23:5},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1931344.1931367},
  doi          = {10.1145/1931344.1931367},
  timestamp    = {Tue, 06 Nov 2018 16:59:32 +0100},
  biburl       = {https://dblp.org/rec/conf/mb/KrajewskiSSLHG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mb/KrajewskiGSSHS10,
  author       = {Jarek Krajewski and
                  Martin Golz and
                  Sebastian Schnieder and
                  Thomas Schnupp and
                  Christian Heinze and
                  David Sommer},
  editor       = {Emilia I. Barakova and
                  Boris E. R. de Ruyter and
                  Andrew Spink},
  title        = {Detecting fatigue from steering behaviour applying continuous wavelet
                  transform},
  booktitle    = {Proceedings of the 7th International Conference on Methods and Techniques
                  in Behavioral Research, {MB} 2010, Eindhoven, The Netherlands, August
                  24-27, 2010},
  pages        = {24:1--24:4},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1931344.1931368},
  doi          = {10.1145/1931344.1931368},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mb/KrajewskiGSSHS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mb/KrajewskiSSSHG10,
  author       = {Jarek Krajewski and
                  Thomas Schnupp and
                  Sebastian Schnieder and
                  David Sommer and
                  Christian Heinze and
                  Martin Golz},
  editor       = {Emilia I. Barakova and
                  Boris E. R. de Ruyter and
                  Andrew Spink},
  title        = {Pattern recognition methods: a novel analysis for the pupillographic
                  sleepiness test},
  booktitle    = {Proceedings of the 7th International Conference on Methods and Techniques
                  in Behavioral Research, {MB} 2010, Eindhoven, The Netherlands, August
                  24-27, 2010},
  pages        = {25:1--25:4},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1931344.1931369},
  doi          = {10.1145/1931344.1931369},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mb/KrajewskiSSSHG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Sommer2009,
  author       = {David Sommer},
  title        = {Analyse des Mikroschlafs mit Methoden der computergest{\"{u}}tzten
                  Intelligenz},
  school       = {Technische Universit{\"{a}}t Ilmenau, Germany},
  year         = {2009},
  url          = {https://d-nb.info/1000808688},
  isbn         = {978-3-8322-8175-5},
  timestamp    = {Sat, 17 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/de/Sommer2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/GolzST09,
  author       = {Martin Golz and
                  David Sommer and
                  Udo Trutschel},
  editor       = {Pedro Encarna{\c{c}}{\~{a}}o and
                  Ant{\'{o}}nio P. Veloso},
  title        = {Data Reduction or Data Fusion in Bisoginal Processing?},
  booktitle    = {{BIOSIGNALS} 2009 - Proceedings of the International Conference on
                  Bio-inspired Systems and Signal Processing, Porto, Portugal, January
                  14-17, 2009},
  pages        = {440--445},
  publisher    = {{INSTICC} Press},
  year         = {2009},
  timestamp    = {Mon, 29 Aug 2022 17:06:59 +0200},
  biburl       = {https://dblp.org/rec/conf/biostec/GolzST09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/SommerGTE09,
  author       = {David Sommer and
                  Martin Golz and
                  Udo Trutschel and
                  Dave Edwards},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {Determination of Driver's Hypovigilance from Biosignals},
  booktitle    = {{ICAART} 2009 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Porto, Portugal, January 19 - 21, 2009},
  pages        = {130--135},
  publisher    = {{INSTICC} Press},
  year         = {2009},
  timestamp    = {Tue, 19 May 2009 15:52:57 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/SommerGTE09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/SommerGTE09a,
  author       = {David Sommer and
                  Martin Golz and
                  Udo Trutschel and
                  Dave Edwards},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {Biosignal Based Discrimination between Slight and Strong Driver Hypovigilance
                  by Support-Vector Machines},
  booktitle    = {Agents and Artificial Intelligence - International Conference, {ICAART}
                  2009, Porto, Portugal, January 19-21, 2009. Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {67},
  pages        = {177--187},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-11819-7\_14},
  doi          = {10.1007/978-3-642-11819-7\_14},
  timestamp    = {Sat, 19 Oct 2019 20:06:54 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/SommerGTE09a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/GolzSCTM07,
  author       = {Martin Golz and
                  David Sommer and
                  Mo Chen and
                  Udo Trutschel and
                  Danilo P. Mandic},
  title        = {Feature Fusion for the Detection of Microsleep Events},
  journal      = {J. {VLSI} Signal Process.},
  volume       = {49},
  number       = {2},
  pages        = {329--342},
  year         = {2007},
  url          = {https://doi.org/10.1007/s11265-007-0083-4},
  doi          = {10.1007/S11265-007-0083-4},
  timestamp    = {Sun, 17 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vlsisp/GolzSCTM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/LeongMGS07,
  author       = {Wai Yie Leong and
                  Danilo P. Mandic and
                  Martin Golz and
                  David Sommer},
  editor       = {Saeid Sanei and
                  Jonathon A. Chambers and
                  John G. McWhirter and
                  Yulia Hicks and
                  Anthony G. Constantinides},
  title        = {Blind Extraction of Microsleep Events},
  booktitle    = {15th International Conference on Digital Signal Processing, {DSP}
                  2009, Cardiff, UK, July 1-4, 2007},
  pages        = {207--210},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICDSP.2007.4288555},
  doi          = {10.1109/ICDSP.2007.4288555},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdsp/LeongMGS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/GolzS06,
  author       = {Martin Golz and
                  David Sommer},
  editor       = {Bogdan Gabrys and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {The Performance of {LVQ} Based Automatic Relevance Determination Applied
                  to Spontaneous Biosignals},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 10th
                  International Conference, {KES} 2006, Bournemouth, UK, October 9-11,
                  2006, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4253},
  pages        = {1256--1263},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11893011\_159},
  doi          = {10.1007/11893011\_159},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/GolzS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/TrutschelSADS06,
  author       = {Udo Trutschel and
                  David Sommer and
                  Acacia Aguirre and
                  Todd Dawson and
                  Bill Sirois},
  editor       = {Bogdan Gabrys and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Alertness Assessment Using Data Fusion and Discrimination Ability
                  of LVQ-Networks},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 10th
                  International Conference, {KES} 2006, Bournemouth, UK, October 9-11,
                  2006, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4253},
  pages        = {1264--1271},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11893011\_160},
  doi          = {10.1007/11893011\_160},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/TrutschelSADS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfi/ChenSGGOGMWM06,
  author       = {Mo Chen and
                  David Sommer and
                  Su Lee Goh and
                  Temujin Gautama and
                  Dragan Obradovic and
                  Martin Golz and
                  Mary J. Morrell and
                  Hui Wang and
                  Danilo P. Mandic},
  title        = {A Novel Tool for Sequential Fusion of Nonlinear Features: {A} Sleep
                  Psychology Application},
  booktitle    = {2006 {IEEE} International Conference on Multisensor Fusion and Integration
                  for Intelligent Systems, Heidelberg, Germany, September 3-6, 2006},
  pages        = {474--478},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/MFI.2006.265602},
  doi          = {10.1109/MFI.2006.265602},
  timestamp    = {Sun, 17 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mfi/ChenSGGOGMWM06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/SommerG05,
  author       = {David Sommer and
                  Martin Golz},
  editor       = {Myra Spiliopoulou and
                  Rudolf Kruse and
                  Christian Borgelt and
                  Andreas N{\"{u}}rnberger and
                  Wolfgang Gaul},
  title        = {A Comparison of Validation Methods for Learning Vector Quantization
                  and for Support Vector Machines on Two Biomedical Data Sets},
  booktitle    = {From Data and Information Analysis to Knowledge Engineering, Proceedings
                  of the 29th Annual Conference of the Gesellschaft f{\"{u}}r Klassifikation
                  e.V., University of Magdeburg, March 9-11, 2005},
  series       = {Studies in Classification, Data Analysis, and Knowledge Organization},
  pages        = {150--157},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/3-540-31314-1\_17},
  doi          = {10.1007/3-540-31314-1\_17},
  timestamp    = {Thu, 15 Jun 2017 21:46:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gfkl/SommerG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SommerCGTM05,
  author       = {David Sommer and
                  Mo Chen and
                  Martin Golz and
                  Udo Trutschel and
                  Danilo P. Mandic},
  editor       = {Wlodzislaw Duch and
                  Janusz Kacprzyk and
                  Erkki Oja and
                  Slawomir Zadrozny},
  title        = {Fusion of State Space and Frequency- Domain Features for Improved
                  Microsleep Detection},
  booktitle    = {Artificial Neural Networks: Formal Models and Their Applications -
                  {ICANN} 2005, 15th International Conference, Warsaw, Poland, September
                  11-15, 2005, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3697},
  pages        = {753--759},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11550907\_120},
  doi          = {10.1007/11550907\_120},
  timestamp    = {Sun, 17 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/SommerCGTM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SommerG01,
  author       = {David Sommer and
                  Martin Golz},
  editor       = {Georg Dorffner and
                  Horst Bischof and
                  Kurt Hornik},
  title        = {Clustering of EEG-Segments Using Hierarchical Agglomerative Methods
                  and Self-Organizing Maps},
  booktitle    = {Artificial Neural Networks - {ICANN} 2001, International Conference
                  Vienna, Austria, August 21-25, 2001 Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2130},
  pages        = {642--649},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44668-0\_90},
  doi          = {10.1007/3-540-44668-0\_90},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/SommerG01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/BalasBGS71,
  author       = {Egon Balas and
                  V. Joseph Bowman and
                  Fred W. Glover and
                  David Sommer},
  title        = {An Intersection Cut from the Dual of the Unit Hypercube},
  journal      = {Oper. Res.},
  volume       = {19},
  number       = {1},
  pages        = {40--44},
  year         = {1971},
  url          = {https://doi.org/10.1287/opre.19.1.40},
  doi          = {10.1287/OPRE.19.1.40},
  timestamp    = {Tue, 31 Mar 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ior/BalasBGS71.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}