Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information

21 June 2019

Papers citing "Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information"

26 / 26 papers shown

Title
Deep spatio-temporal point processes: Advances and new directions Xiuyuan Cheng Zheng Dong Yao Xie AI4TS 33 0 0 08 Apr 2025
Neural Spatiotemporal Point Processes: Trends and Challenges Sumantrak Mukherjee Mouad Elhamdi George Mohler David Selby Yao Xie Sebastian Vollmer Gerrit Grossmann AI4TS 259 1 0 13 Feb 2025
An Event-centric Framework for Predicting Crime Hotspots with Flexible Time Intervals Jiahui Jin Yi Hong Guandong Xu Jinghui Zhang Jun Tang Hancheng Wang 46 0 0 02 Nov 2024
Unlocking Point Processes through Point Set Diffusion David Lüdke Enric Rabasseda Raventós Marcel Kollovieh Stephan Günnemann DiffM 29 2 0 29 Oct 2024
EventFlow: Forecasting Continuous-Time Event Data with Flow Matching Gavin Kerrigan Kai Nelson Padhraic Smyth AI4TS 48 1 0 09 Oct 2024
Federated Neural Nonparametric Point Processes Hui Chen Hengyu Liu Hengyu Liu Xuhui Fan Zhilin Zhao Feng Zhou Christopher J. Quinn Longbing Cao FedML 46 0 0 08 Oct 2024
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes Zizhuo Meng Boyu Li Xuhui Fan Zhidong Li Yang Wang Fang Chen Feng Zhou AI4TS 28 1 0 23 Jul 2024
Cumulative Distribution Function based General Temporal Point Processes Maolin Wang Yu Pan Zenglin Xu Ruocheng Guo Xiangyu Zhao Wanyu Wang Yiqi Wang Zitao Liu Langming Liu AI4TS 17 0 0 01 Feb 2024
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction G. Jin Lingbo Liu Fuxian Li Jincai Huang AI4TS GNN 3DPC 34 34 0 15 Nov 2023
Add and Thin: Diffusion for Temporal Point Processes David Lüdke Marin Bilovs Oleksandr Shchur Marten Lienen Stephan Günnemann DiffM 43 14 0 02 Nov 2023
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes Yixuan Zhang Quyu Kong Feng Zhou 19 4 0 09 Oct 2023
Spatio-temporal Diffusion Point Processes Yuan Yuan Jingtao Ding Chenyang Shao Depeng Jin Yong Li DiffM 23 43 0 21 May 2023
Modeling Events and Interactions through Temporal Processes -- A Survey Angelica Liguori Luciano Caroprese Marco Minici Bruno Veloso Francesco Spinnato M. Nanni Giuseppe Manco João Gama AI4TS 25 2 0 10 Mar 2023
Fast and Multi-aspect Mining of Complex Time-stamped Event Streams Kota Nakamura Yasuko Matsubara Koki Kawabata Yuhei Umeda Yuichiro Wada Yasushi Sakurai AI4TS 38 6 0 07 Mar 2023
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes Xenia Miscouridou Samir Bhatt G. Mohler Seth Flaxman Swapnil Mishra 19 4 0 21 Oct 2022
Bayesian Neural Hawkes Process for Event Uncertainty Prediction Manisha Dubey Ragja Palakkadavath P. K. Srijith BDL 19 6 0 29 Dec 2021
Neural Point Process for Learning Spatiotemporal Event Dynamics Zihao Zhou Xingyi Yang Ryan A. Rossi Handong Zhao Rose Yu 3DPC 34 32 0 12 Dec 2021
Multi-axis Attentive Prediction for Sparse EventData: An Application to Crime Prediction Yi Sui Ga Wu Scott Sanner 21 2 0 05 Oct 2021
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event Sequences A. Panos Ioannis Kosmidis P. Dellaportas 12 2 0 30 May 2021
Long Horizon Forecasting With Temporal Point Processes Prathamesh Deshpande Kamlesh Marathe A. De Sunita Sarawagi AI4TS 26 20 0 08 Jan 2021
UNIPoint: Universally Approximating Point Processes Intensities Alexander Soen A. Mathews Daniel Grixti-Cheng Lexing Xie 3DPC 11 0 0 28 Jul 2020
Event Prediction in the Big Data Era: A Systematic Survey Liang Zhao AI4TS 38 53 0 19 Jul 2020
A Metric Space for Point Process Excitations Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan 37 1 0 05 May 2020
AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization Xiaoyu Zhang Changsheng Li Haichao Shi Xiaobin Zhu Peng Li Jing Dong 34 37 0 27 Nov 2019
Intensity-Free Learning of Temporal Point Processes Oleksandr Shchur Marin Bilos Stephan Günnemann AI4TS 27 168 0 26 Sep 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014