Unveiling the Dynamic Interactions between Spatial Objects: A Graph Learning Approach with Evolving Constraints

Author:

Glake Daniel1ORCID,Lenfers Ulfia2ORCID,Clemen Thomas2ORCID,Ritter Norbert1ORCID

Affiliation:

1. Universität Hamburg, DE

2. University of Applied Sciences, DE

Publisher

ACM

Reference24 articles.

1. Sami Abu-El-Haija , Bryan Perozzi , Amol Kapoor , Nazanin Alipourfard , Kristina Lerman , Hrayr Harutyunyan , Greg Ver Steeg , and Aram Galstyan . 2019 . MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing . In international conference on machine learning. PMLR, 21–29 . Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, and Aram Galstyan. 2019. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. In international conference on machine learning. PMLR, 21–29.

2. Building and exploiting spatial–temporal knowledge graph for next POI recommendation

3. Points-of-interest relationship inference with spatial-enriched graph neural networks

4. Multi-Agent Systems and Digital Twins for Smarter Cities

5. Moshe Eliasof , Eldad Haber , and Eran Treister . 2022 . pathGCN: Learning General Graph Spatial Operators from Paths . In International Conference on Machine Learning, ICML , Baltimore, Maryland, USA, Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu, and Sivan Sabato (Eds.). Vol. 162. PMLR, 5878–5891. Moshe Eliasof, Eldad Haber, and Eran Treister. 2022. pathGCN: Learning General Graph Spatial Operators from Paths. In International Conference on Machine Learning, ICML, Baltimore, Maryland, USA, Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu, and Sivan Sabato (Eds.). Vol. 162. PMLR, 5878–5891.

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