SPM-Former_Data&Code (Spatial Preference Map-based Transformer)

This repository contains the implementation of SPM-Former, a transformer-based model designed for spatiotemporal trajectory prediction tasks. The model incorporates advanced embedding techniques and transformer encoder architecture to predict and analyze human mobility patterns.

Publication Details

Journal
Figshare
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.27916944.v2
Primary Topic
Data Management and Algorithms
Type
article
Field-Weighted Citation Impact
0.00
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article

SPM-Former_Data&Code (Spatial Preference Map-based Transformer)

Figshare
Data Management and Algorithms
article

SPM-Former_Data&Code (Spatial Preference Map-based Transformer)

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Abstract

This repository contains the implementation of SPM-Former, a transformer-based model designed for spatiotemporal trajectory prediction tasks. The model incorporates advanced embedding techniques and transformer encoder architecture to predict and analyze human mobility patterns.

Figshare
Openalex Percentile: Top 46%
Data Management and Algorithms
DOIOpen Access PDFOpenAlex
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SPM-Former_Data&Code (Spatial Preference Map-based Transformer) · Figshare (2025) | TGRS Research Map | TGRS