Spatio-Temporal Data Mining: A Survey of Problems and Methods

Spatio-Temporal Data Mining: A Survey of Problems and Methods

13 November 2017

Anuj Karpatne

Papers citing "Spatio-Temporal Data Mining: A Survey of Problems and Methods"

12 / 12 papers shown

Title
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation Baoyu Jing Dawei Zhou Kan Ren Carl Yang CML AI4TS 37 7 0 18 Mar 2024
A Multi-Modal Machine Learning Approach to Detect Extreme Rainfall Events in Sicily Eleonora Vitanza Giovanna Maria Dimitri C. Mocenni 17 12 0 14 Dec 2022
Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility S. M. A. Zaidi V. Chandola Eunhye Yoo 3DH 39 0 0 27 Nov 2022
Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective Peter Baumgartner Daniel V. Smith Mashud Rana Reena Kapoor Elena Tartaglia A. Schutt Ashfaqur Rahman John Taylor S. Dunstall 27 4 0 04 Oct 2022
PrivTrace: Differentially Private Trajectory Synthesis by Adaptive Markov Model Haiming Wang Zhikun Zhang Tianhao Wang Shibo He Michael Backes Jiming Chen Yang Zhang 46 35 0 02 Oct 2022
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework Xiangjie Kong Kailai Wang Mingliang Hou Feng Xia G. Karmakar Jianxin Li AI4TS 30 43 0 17 Feb 2022
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation Dongjie Wang Yanjie Fu Kunpeng Liu Fanglan Chen Pengyang Wang Chang-Tien Lu 24 19 0 26 Dec 2021
Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns P. Maciag R. Bembenik A. Dubrawski AI4TS 9 1 0 03 Dec 2021
Mining Topological Dependencies of Recurrent Congestion in Road Networks Nicolas Tempelmeier U. Feuerhake O. Wage Elena Demidova AI4TS 14 7 0 20 Jul 2021
A Survey on Spatio-temporal Data Analytics Systems M. Alam Luís Torgo Albert Bifet AI4TS 17 52 0 17 Mar 2021
ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series S. Elsworth S. Güttel AI4TS 12 28 0 27 Mar 2020
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 26 551 0 11 Jun 2019