@Article{DagRep.12.5, title = {{Dagstuhl Reports, Volume 12, Issue 5, May 2022, Complete Issue}}, pages = {1--232}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5}, URN = {urn:nbn:de:0030-drops-174392}, doi = {10.4230/DagRep.12.5}, annote = {Keywords: Dagstuhl Reports, Volume 12, Issue 5, May 2019, Complete Issue} } @Article{DagRep.12.5.i, title = {{Dagstuhl Reports, Table of Contents, Volume 12, Issue 5, 2022}}, pages = {i--ii}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.i}, URN = {urn:nbn:de:0030-drops-174405}, doi = {10.4230/DagRep.12.5.i}, annote = {Keywords: Table of Contents, Frontmatter} } @Article{broeckling_et_al:DagRep.12.5.1, author = {Broeckling, Corey and Ebbels, Timothy and Math\'{e}, Ewy and Zamboni, Nicola and Wieder, Cecilia}, title = {{Computational Metabolomics: From Spectra to Knowledge (Dagstuhl Seminar 22181)}}, pages = {1--16}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Broeckling, Corey and Ebbels, Timothy and Math\'{e}, Ewy and Zamboni, Nicola and Wieder, Cecilia}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.1}, URN = {urn:nbn:de:0030-drops-174410}, doi = {10.4230/DagRep.12.5.1}, annote = {Keywords: bioinformatics, cheminformatics, computational mass spectrometry, metabolite identification, computational metabolomics, machine learning, data integration, pathway analysis} } @Article{uribe_et_al:DagRep.12.5.17, author = {Uribe, Josu Ceberio and Doerr, Benjamin and Witt, Carsten and Soloviev, Vicente P.}, title = {{Estimation-of-Distribution Algorithms: Theory and Applications (Dagstuhl Seminar 22182)}}, pages = {17--36}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Uribe, Josu Ceberio and Doerr, Benjamin and Witt, Carsten and Soloviev, Vicente P.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.17}, URN = {urn:nbn:de:0030-drops-174421}, doi = {10.4230/DagRep.12.5.17}, annote = {Keywords: estimation-of-distribution algorithms, heuristic search and optimization, machine learning, probabilistic model building} } @Article{collins_et_al:DagRep.12.5.37, author = {Collins, Christopher and Fokkens, Antske and Kerren, Andreas and Weaver, Chris and Chatzimparmpas, Angelos}, title = {{Visual Text Analytics (Dagstuhl Seminar 22191)}}, pages = {37--91}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Collins, Christopher and Fokkens, Antske and Kerren, Andreas and Weaver, Chris and Chatzimparmpas, Angelos}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.37}, URN = {urn:nbn:de:0030-drops-174432}, doi = {10.4230/DagRep.12.5.37}, annote = {Keywords: Information visualization, visual text analytics, visual analytics, text visualization, explainable ML for text analytics, language models, text mining, natural language processing} } @Article{gairing_et_al:DagRep.12.5.92, author = {Gairing, Martin and Osorio, Carolina and Peis, Britta and Watling, David and Eickhoff, Katharina}, title = {{Dynamic Traffic Models in Transportation Science (Dagstuhl Seminar 22192)}}, pages = {92--111}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Gairing, Martin and Osorio, Carolina and Peis, Britta and Watling, David and Eickhoff, Katharina}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.92}, URN = {urn:nbn:de:0030-drops-174441}, doi = {10.4230/DagRep.12.5.92}, annote = {Keywords: Algorithms and Complexity of traffic equilibrium computations, Dynamic traffic assignment models, Simulation and network optimization} } @Article{grohe_et_al:DagRep.12.5.112, author = {Grohe, Martin and Guruswami, Venkatesan and Marx, D\'{a}niel and \v{Z}ivn\'{y}, Stanislav}, title = {{The Constraint Satisfaction Problem: Complexity and Approximability (Dagstuhl Seminar 22201)}}, pages = {112--130}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Grohe, Martin and Guruswami, Venkatesan and Marx, D\'{a}niel and \v{Z}ivn\'{y}, Stanislav}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.112}, URN = {urn:nbn:de:0030-drops-174453}, doi = {10.4230/DagRep.12.5.112}, annote = {Keywords: Constraint satisfaction problem (CSP); Computational complexity; Hardness of approximation; Universal algebra; Semidefinite programming} } @Article{borst_et_al:DagRep.12.5.131, author = {Borst, Jelmer and Bulling, Andreas and Gonzalez, Cleotilde and Russwinkel, Nele}, title = {{Anticipatory Human-Machine Interaction (Dagstuhl Seminar 22202)}}, pages = {131--169}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Borst, Jelmer and Bulling, Andreas and Gonzalez, Cleotilde and Russwinkel, Nele}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.131}, URN = {urn:nbn:de:0030-drops-174462}, doi = {10.4230/DagRep.12.5.131}, annote = {Keywords: Human-Computer Interaction, Anticipation, Collaboration, Collaborative Intelligence, Human-AI Teaming, Multi-Agent Simulation, Artificial Intelligence} } @Article{cuyt_et_al:DagRep.12.5.170, author = {Cuyt, Annie and Lee, Wen-shin and Plonka-Hoch, Gerlind and Knaepkens, Ferre}, title = {{Exponential Analysis: Theoretical Progress and Technological Innovation (Dagstuhl Seminar 22221)}}, pages = {170--187}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Cuyt, Annie and Lee, Wen-shin and Plonka-Hoch, Gerlind and Knaepkens, Ferre}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.170}, URN = {urn:nbn:de:0030-drops-174473}, doi = {10.4230/DagRep.12.5.170}, annote = {Keywords: inverse problem, remote sensing, sparse interpolation, spectral analysis, structured matrices} } @Article{ju_et_al:DagRep.12.5.188, author = {Ju, Wendy and Pfleging, Bastian and Riener, Andreas}, title = {{Radical Innovation and Design for Connected and Automated Vehicles (Dagstuhl Seminar 22222)}}, pages = {188--230}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {5}, editor = {Ju, Wendy and Pfleging, Bastian and Riener, Andreas}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.5.188}, URN = {urn:nbn:de:0030-drops-174480}, doi = {10.4230/DagRep.12.5.188}, annote = {Keywords: Racidal Innovation, Automated Driving, Future Mobility, Sustainability} }