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@inproceedings{DBLP:conf/icde/02000D00023,
  author       = {Yang Liu and
                  Xiang Ao and
                  Linfeng Dong and
                  Chao Zhang and
                  Jin Wang and
                  Qing He},
  title        = {Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding
                  : Extended Abstract},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {3815--3816},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00334},
  doi          = {10.1109/ICDE55515.2023.00334},
  timestamp    = {Thu, 27 Jul 2023 14:59:05 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/02000D00023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuADZWH22,
  author       = {Yang Liu and
                  Xiang Ao and
                  Linfeng Dong and
                  Chao Zhang and
                  Jin Wang and
                  Qing He},
  title        = {Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {1},
  pages        = {462--474},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.2983892},
  doi          = {10.1109/TKDE.2020.2983892},
  timestamp    = {Thu, 04 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LiuADZWH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuanDWJ022,
  author       = {Yuan Yuan and
                  Jingtao Ding and
                  Huandong Wang and
                  Depeng Jin and
                  Yong Li},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {Activity Trajectory Generation via Modeling Spatiotemporal Dynamics},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {4752--4762},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3542671},
  doi          = {10.1145/3534678.3542671},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/YuanDWJ022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeS22,
  author       = {Trung Le and
                  Eli Shlizerman},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {{STNDT:} Modeling Neural Population Activity with Spatiotemporal Transformers},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/72163d1c3c1726f1c29157d06e9e93c1-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LeS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04727,
  author       = {Trung Le and
                  Eli Shlizerman},
  title        = {{STNDT:} Modeling Neural Population Activity with a Spatiotemporal
                  Transformer},
  journal      = {CoRR},
  volume       = {abs/2206.04727},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.04727},
  doi          = {10.48550/ARXIV.2206.04727},
  eprinttype    = {arXiv},
  eprint       = {2206.04727},
  timestamp    = {Mon, 20 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-04727.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08194,
  author       = {Salman Khan and
                  Fabio Cuzzolin},
  title        = {Spatiotemporal Deformable Models for Long-Term Complex Activity Detection},
  journal      = {CoRR},
  volume       = {abs/2104.08194},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.08194},
  eprinttype    = {arXiv},
  eprint       = {2104.08194},
  timestamp    = {Thu, 29 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-08194.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/NeginB19,
  author       = {Farhood Negin and
                  Fran{\c{c}}ois Br{\'{e}}mond},
  title        = {An Unsupervised Framework for Online Spatiotemporal Detection of Activities
                  of Daily Living by Hierarchical Activity Models},
  journal      = {Sensors},
  volume       = {19},
  number       = {19},
  pages        = {4237},
  year         = {2019},
  url          = {https://doi.org/10.3390/s19194237},
  doi          = {10.3390/S19194237},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/NeginB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SilvaKLL19,
  author       = {Amila Silva and
                  Shanika Karunasekera and
                  Christopher Leckie and
                  Ling Luo},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {{USTAR:} Online Multimodal Embedding for Modeling User-Guided Spatiotemporal
                  Activity},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {1211--1217},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9005461},
  doi          = {10.1109/BIGDATA47090.2019.9005461},
  timestamp    = {Tue, 18 Oct 2022 14:44:48 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/SilvaKLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10335,
  author       = {Amila Silva and
                  Shanika Karunasekera and
                  Christopher Leckie and
                  Ling Luo},
  title        = {{USTAR:} Online Multimodal Embedding for Modeling User-Guided Spatiotemporal
                  Activity},
  journal      = {CoRR},
  volume       = {abs/1910.10335},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.10335},
  eprinttype    = {arXiv},
  eprint       = {1910.10335},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-10335.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05476,
  author       = {Albert M. Lund and
                  Ramkiran Gouripeddi and
                  Julio C. Facelli},
  title        = {Generation and Classification of Activity Sequences for Spatiotemporal
                  Modeling of Human Populations},
  journal      = {CoRR},
  volume       = {abs/1911.05476},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.05476},
  eprinttype    = {arXiv},
  eprint       = {1911.05476},
  timestamp    = {Mon, 02 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-05476.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/Haddad18,
  author       = {Wassim M. Haddad},
  title        = {A Computational Study of a Spatiotemporal Mean Field Model Capturing
                  the Emergence of Alpha and Gamma Rhythmic Activity in the Neocortex},
  journal      = {Symmetry},
  volume       = {10},
  number       = {11},
  pages        = {568},
  year         = {2018},
  url          = {https://doi.org/10.3390/sym10110568},
  doi          = {10.3390/SYM10110568},
  timestamp    = {Sat, 22 Dec 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/symmetry/Haddad18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLLYZ018,
  author       = {Chao Zhang and
                  Mengxiong Liu and
                  Zhengchao Liu and
                  Carl Yang and
                  Luming Zhang and
                  Jiawei Han},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Spatiotemporal Activity Modeling Under Data Scarcity: {A} Graph-Regularized
                  Cross-Modal Embedding Approach},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {531--538},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11272},
  doi          = {10.1609/AAAI.V32I1.11272},
  timestamp    = {Thu, 15 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangLLYZ018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mesas/VintrEVYRK18,
  author       = {Tom{\'{a}}s Vintr and
                  Kerem Eyisoy and
                  Vanda Vintrov{\'{a}} and
                  Zhi Yan and
                  Yassine Ruichek and
                  Tom{\'{a}}s Krajn{\'{\i}}k},
  editor       = {Jan Mazal},
  title        = {Spatiotemporal Models of Human Activity for Robotic Patrolling},
  booktitle    = {Modelling and Simulation for Autonomous Systems - 5th International
                  Conference, {MESAS} 2018, Prague, Czech Republic, October 17-19, 2018,
                  Revised Selected papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11472},
  pages        = {54--64},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-14984-0\_5},
  doi          = {10.1007/978-3-030-14984-0\_5},
  timestamp    = {Tue, 14 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mesas/VintrEVYRK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangZYTZH017,
  author       = {Chao Zhang and
                  Keyang Zhang and
                  Quan Yuan and
                  Fangbo Tao and
                  Luming Zhang and
                  Tim Hanratty and
                  Jiawei Han},
  editor       = {Noriko Kando and
                  Tetsuya Sakai and
                  Hideo Joho and
                  Hang Li and
                  Arjen P. de Vries and
                  Ryen W. White},
  title        = {ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal
                  Activity Modeling},
  booktitle    = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Shinjuku, Tokyo,
                  Japan, August 7-11, 2017},
  pages        = {245--254},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077136.3080814},
  doi          = {10.1145/3077136.3080814},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhangZYTZH017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itiis/UddinK16a,
  author       = {Md. Zia Uddin and
                  Jaehyoun Kim},
  title        = {Human Activity Recognition Using Spatiotemporal 3-D Body Joint Features
                  with Hidden Markov Models},
  journal      = {{KSII} Trans. Internet Inf. Syst.},
  volume       = {10},
  number       = {6},
  pages        = {2767--2780},
  year         = {2016},
  url          = {https://doi.org/10.3837/tiis.2016.06.017},
  doi          = {10.3837/TIIS.2016.06.017},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/itiis/UddinK16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcnc/JalalKK16,
  author       = {Ahmad Jalal and
                  Shaharyar Kamal and
                  Daijin Kim},
  title        = {Human Depth Sensors-Based Activity Recognition Using Spatiotemporal
                  Features and Hidden Markov Model for Smart Environments},
  journal      = {J. Comput. Networks Commun.},
  volume       = {2016},
  pages        = {8087545:1--8087545:11},
  year         = {2016},
  url          = {https://doi.org/10.1155/2016/8087545},
  doi          = {10.1155/2016/8087545},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcnc/JalalKK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigmm/LiJTZ15,
  author       = {Minxian Li and
                  Zhihao Jiang and
                  Jinhui Tang and
                  Chunxia Zhao},
  title        = {Activity Prediction Based on Spatiotemporal Model in a Multiple Cameras
                  Network},
  booktitle    = {2015 {IEEE} International Conference on Multimedia Big Data, BigMM
                  2015, Beijing, China, April 20-22, 2015},
  pages        = {272--275},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigMM.2015.64},
  doi          = {10.1109/BIGMM.2015.64},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigmm/LiJTZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/LiuWG14,
  author       = {Xiaokai Liu and
                  Hongyu Wang and
                  Hongbo Gao},
  title        = {Camera matching based on spatiotemporal activity and conditional random
                  field model},
  journal      = {{IET} Comput. Vis.},
  volume       = {8},
  number       = {6},
  pages        = {487--497},
  year         = {2014},
  url          = {https://doi.org/10.1049/iet-cvi.2013.0160},
  doi          = {10.1049/IET-CVI.2013.0160},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iet-cvi/LiuWG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MatsubaraHN10,
  author       = {Seiichi Matsubara and
                  Hatsuo Hayashi and
                  Kazuki Nakada},
  editor       = {Akitoshi Hanazawa and
                  Tsutom Miki and
                  Keiichi Horio},
  title        = {Spatiotemporal Synchronization of Neuronal Activity in a Hippocampal
                  {CA3} Network Model Including the {O-LM} Cell},
  booktitle    = {Brain-Inspired Information Technology},
  series       = {Studies in Computational Intelligence},
  volume       = {266},
  pages        = {119--122},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-04025-2\_20},
  doi          = {10.1007/978-3-642-04025-2\_20},
  timestamp    = {Tue, 16 May 2017 14:24:33 +0200},
  biburl       = {https://dblp.org/rec/series/sci/MatsubaraHN10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/OikonomopoulosP09,
  author       = {Antonios Oikonomopoulos and
                  Ioannis Patras and
                  Maja Pantic},
  title        = {An implicit spatiotemporal shape model for human activity localization
                  and recognition},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  Workshops 2009, Miami, FL, USA, 20-25 June, 2009},
  pages        = {27--33},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/CVPRW.2009.5204262},
  doi          = {10.1109/CVPRW.2009.5204262},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/OikonomopoulosP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/Cosandier-Rimele06,
  author       = {Delphine Cosandier{-}Rim{\'{e}}l{\'{e}} and
                  Jean{-}Michel Badier and
                  Fabrice Wendling},
  title        = {A realistic spatiotemporal source model for {EEG} activity: Application
                  to the reconstruction of epileptic depth-EEG signals},
  booktitle    = {28th International Conference of the {IEEE} Engineering in Medicine
                  and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30
                  - September 3, 2006, Main Volume},
  pages        = {4253--4256},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/IEMBS.2006.260678},
  doi          = {10.1109/IEMBS.2006.260678},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/embc/Cosandier-Rimele06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TatenoHI98,
  author       = {Katsumi Tateno and
                  Hatsuo Hayashi and
                  Satoru Ishizuka},
  title        = {Complexity of spatiotemporal activity of a neural network model which
                  depends on the degree of synchronization},
  journal      = {Neural Networks},
  volume       = {11},
  number       = {6},
  pages        = {985--1003},
  year         = {1998},
  url          = {https://doi.org/10.1016/S0893-6080(98)00086-0},
  doi          = {10.1016/S0893-6080(98)00086-0},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nn/TatenoHI98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/TatenoHI98,
  author       = {Katsumi Tateno and
                  Hatsuo Hayashi and
                  Satoru Ishizuka},
  editor       = {Shiro Usui and
                  Takashi Omori},
  title        = {Spontaneous Spatiotemporal Activity of a Hippocampal {CA3} Network
                  Model Which Depends on the Connectivity},
  booktitle    = {The Fifth International Conference on Neural Information Processing,
                  ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings},
  pages        = {1533--1536},
  publisher    = {{IOA} Press},
  year         = {1998},
  timestamp    = {Tue, 10 May 2005 13:22:06 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/TatenoHI98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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