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@incollection{DBLP:books/acm/18/0001A18,
  author       = {Johannes Wagner and
                  Elisabeth Andr{\'{e}}},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Real-time sensing of affect and social signals in a multimodal framework:
                  a practical approach},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {227--261},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108000},
  doi          = {10.1145/3107990.3108000},
  timestamp    = {Sat, 30 Sep 2023 09:32:33 +0200},
  biburl       = {https://dblp.org/rec/books/acm/18/0001A18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/Alpaydin18,
  author       = {Ethem Alpaydin},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Classifying multimodal data},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {49--69},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107994},
  doi          = {10.1145/3107990.3107994},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/Alpaydin18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/BaltrusaitisAM18,
  author       = {Tadas Baltrusaitis and
                  Chaitanya Ahuja and
                  Louis{-}Philippe Morency},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Challenges and applications in multimodal machine learning},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {17--48},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107993},
  doi          = {10.1145/3107990.3107993},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/BaltrusaitisAM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/Bengio0MS18,
  author       = {Samy Bengio and
                  Li Deng and
                  Louis{-}Philippe Morency and
                  Bj{\"{o}}rn W. Schuller},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Perspectives on predictive power of multimodal deep learning: surprises
                  and future directions},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {455--472},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108006},
  doi          = {10.1145/3107990.3108006},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/Bengio0MS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/BurzoA18,
  author       = {Mihai Burzo and
                  Mohamed Abouelenien},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal deception detection},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {419--453},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108005},
  doi          = {10.1145/3107990.3108005},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/BurzoA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/CohnCEGJS18,
  author       = {Jeffrey F. Cohn and
                  Nicholas Cummins and
                  Julien Epps and
                  Roland Goecke and
                  Jyoti Joshi and
                  Stefan Scherer},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal assessment of depression from behavioral signals},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {375--417},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108004},
  doi          = {10.1145/3107990.3108004},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/acm/18/CohnCEGJS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/DMelloBC18,
  author       = {Sidney K. D'Mello and
                  Nigel Bosch and
                  Huili Chen},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal-multisensor affect detection},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {167--202},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107998},
  doi          = {10.1145/3107990.3107998},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/DMelloBC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/KerenMPZS18,
  author       = {Gil Keren and
                  Amr El{-}Desoky Mousa and
                  Olivier Pietquin and
                  Stefanos Zafeiriou and
                  Bj{\"{o}}rn W. Schuller},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Deep learning for multisensorial and multimodal interaction},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {99--128},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107996},
  doi          = {10.1145/3107990.3107996},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/KerenMPZS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/MartinCCAATG18,
  author       = {Jean{-}Claude Martin and
                  C{\'{e}}line Clavel and
                  Matthieu Courgeon and
                  Mehdi Ammi and
                  Michel{-}Ange Amorim and
                  Mohamed Yacine Tsalamlal and
                  Yoren Gaffary},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {How do users perceive multimodal expressions of affects?},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {263--285},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108001},
  doi          = {10.1145/3107990.3108001},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/MartinCCAATG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/OviattGCO18,
  author       = {Sharon L. Oviatt and
                  Joseph F. Grafsgaard and
                  Lei Chen and
                  Xavier Ochoa},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal learning analytics: assessing learners' mental state during
                  the process of learning},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {331--374},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108003},
  doi          = {10.1145/3107990.3108003},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/OviattGCO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/PanagakisRP18,
  author       = {Yannis Panagakis and
                  Ognjen Rudovic and
                  Maja Pantic},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Learning for multimodal and affect-sensitive interfaces},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {71--98},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107995},
  doi          = {10.1145/3107990.3107995},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/PanagakisRP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/Schuller18,
  author       = {Bj{\"{o}}rn W. Schuller},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal user state and trait recognition: an overview},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {129--165},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107997},
  doi          = {10.1145/3107990.3107997},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/Schuller18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/Vinciarelli18,
  author       = {Alessandro Vinciarelli},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal analysis of social signals},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {203--226},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3107999},
  doi          = {10.1145/3107990.3107999},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/acm/18/Vinciarelli18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/acm/18/ZhouY00A18,
  author       = {Jianlong Zhou and
                  Kun Yu and
                  Fang Chen and
                  Yang Wang and
                  Syed Z. Arshad},
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {Multimodal behavioral and physiological signals as indicators of cognitive
                  load},
  booktitle    = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  pages        = {287--329},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990.3108002},
  doi          = {10.1145/3107990.3108002},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/acm/18/ZhouY00A18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:books/acm/18/OSCSPK2018,
  editor       = {Sharon L. Oviatt and
                  Bj{\"{o}}rn W. Schuller and
                  Philip R. Cohen and
                  Daniel Sonntag and
                  Gerasimos Potamianos and
                  Antonio Kr{\"{u}}ger},
  title        = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
                  Modeling, and Common Modality Combinations - Volume 2},
  publisher    = {Association for Computing Machinery},
  year         = {2018},
  url          = {https://doi.org/10.1145/3107990},
  doi          = {10.1145/3107990},
  isbn         = {978-1-970001-71-6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/acm/18/OSCSPK2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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