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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    = {{ICDE}},
  pages        = {3815--3816},
  publisher    = {{IEEE}},
  year         = {2023}
}

@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}
}

@inproceedings{DBLP:conf/kdd/YuanDWJ022,
  author       = {Yuan Yuan and
                  Jingtao Ding and
                  Huandong Wang and
                  Depeng Jin and
                  Yong Li},
  title        = {Activity Trajectory Generation via Modeling Spatiotemporal Dynamics},
  booktitle    = {{KDD}},
  pages        = {4752--4762},
  publisher    = {{ACM}},
  year         = {2022}
}

@inproceedings{DBLP:conf/nips/LeS22,
  author       = {Trung Le and
                  Eli Shlizerman},
  title        = {{STNDT:} Modeling Neural Population Activity with Spatiotemporal Transformers},
  booktitle    = {NeurIPS},
  year         = {2022}
}

@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}
}

@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}
}

@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}
}

@inproceedings{DBLP:conf/bigdataconf/SilvaKLL19,
  author       = {Amila Silva and
                  Shanika Karunasekera and
                  Christopher Leckie and
                  Ling Luo},
  title        = {{USTAR:} Online Multimodal Embedding for Modeling User-Guided Spatiotemporal
                  Activity},
  booktitle    = {{IEEE} BigData},
  pages        = {1211--1217},
  publisher    = {{IEEE}},
  year         = {2019}
}

@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}
}

@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}
}

@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}
}

@inproceedings{DBLP:conf/aaai/ZhangLLYZ018,
  author       = {Chao Zhang and
                  Mengxiong Liu and
                  Zhengchao Liu and
                  Carl Yang and
                  Luming Zhang and
                  Jiawei Han},
  title        = {Spatiotemporal Activity Modeling Under Data Scarcity: {A} Graph-Regularized
                  Cross-Modal Embedding Approach},
  booktitle    = {{AAAI}},
  pages        = {531--538},
  publisher    = {{AAAI} Press},
  year         = {2018}
}

@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},
  title        = {Spatiotemporal Models of Human Activity for Robotic Patrolling},
  booktitle    = {{MESAS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11472},
  pages        = {54--64},
  publisher    = {Springer},
  year         = {2018}
}

@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},
  title        = {ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal
                  Activity Modeling},
  booktitle    = {{SIGIR}},
  pages        = {245--254},
  publisher    = {{ACM}},
  year         = {2017}
}

@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}
}

@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}
}

@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    = {BigMM},
  pages        = {272--275},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}

@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}
}

@incollection{DBLP:series/sci/MatsubaraHN10,
  author       = {Seiichi Matsubara and
                  Hatsuo Hayashi and
                  Kazuki Nakada},
  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}
}

@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    = {{CVPR} Workshops},
  pages        = {27--33},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}

@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    = {{EMBC}},
  pages        = {4253--4256},
  publisher    = {{IEEE}},
  year         = {2006}
}

@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}
}

@inproceedings{DBLP:conf/iconip/TatenoHI98,
  author       = {Katsumi Tateno and
                  Hatsuo Hayashi and
                  Satoru Ishizuka},
  title        = {Spontaneous Spatiotemporal Activity of a Hippocampal {CA3} Network
                  Model Which Depends on the Connectivity},
  booktitle    = {{ICONIP}},
  pages        = {1533--1536},
  publisher    = {{IOA} Press},
  year         = {1998}
}