Yingjie Hu | DeepAI

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Featured Co-authors

Hao Li
205 publications
Rui Zhu
50 publications
Kai Sun
50 publications
Ninghao Liu
48 publications
Deepak Mishra
46 publications
Bo Yan
37 publications
Shawn Newsam
29 publications
Tianming Liu
28 publications
Bing Zhou
27 publications
Ni Lao
23 publications
Gao Cong
21 publications

∙ 04/13/2023

On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence

Large pre-trained models, also known as foundation models (FMs), are tra...

5 Gengchen Mai, et al. ∙

∙ 01/31/2023

TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT

Extracting precise geographical information from textual contents is cru...

0 Bing Zhou, et al. ∙

∙ 10/20/2022

GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research

Geospatial Artificial Intelligence (GeoAI) is an interdisciplinary field...

0 Dalton Lunga, et al. ∙

∙ 07/04/2022

Location reference recognition from texts: A survey and comparison

A vast amount of location information exists in unstructured texts, such...

2 Xuke Hu, et al. ∙

∙ 02/26/2022

The role of alcohol outlet visits derived from mobile phone location data in enhancing domestic violence prediction at the neighborhood level

Domestic violence (DV) is a serious public health issue, with 1 in 3 wom...

0 Ting Chang, et al. ∙

∙ 11/07/2021

A Review of Location Encoding for GeoAI: Methods and Applications

A common need for artificial intelligence models in the broader geoscien...

0 Gengchen Mai, et al. ∙

∙ 12/05/2020

Aligning geographic entities from historical maps for building knowledge graphs

Historical maps contain rich geographic information about the past of a ...

0 Kai Sun, et al. ∙

∙ 09/27/2020

How do people describe locations during a natural disaster: an analysis of tweets from Hurricane Harvey

Social media platforms, such as Twitter, have been increasingly used by ...

0 Yingjie Hu, et al. ∙

∙ 07/16/2020

Starting with data: advancing spatial data science by building and sharing high-quality datasets

Spatial data science has emerged in recent years as an interdisciplinary...

0 Yingjie Hu, et al. ∙

∙ 07/15/2020

Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform

Geoparsing is an important task in geographic information retrieval. A g...

0 Jimin Wang, et al. ∙

∙ 07/09/2020

Enhancing spatial and textual analysis with EUPEG: an extensible and unified platform for evaluating geoparsers

A rich amount of geographic information exists in unstructured texts, su...

0 Jimin Wang, et al. ∙

∙ 07/04/2020

Building benchmarking frameworks for supporting replicability and reproducibility: spatial and textual analysis as an example

Replicability and reproducibility (R R) are critical for the long-term...

0 Yingjie Hu, et al. ∙

∙ 08/27/2019

Artificial Intelligence Approaches

Artificial Intelligence (AI) has received tremendous attention from acad...

4 Yingjie Hu, et al. ∙

∙ 09/15/2018

Geo-Text Data and Data-Driven Geospatial Semantics

Many datasets nowadays contain links between geographic locations and na...

0 Yingjie Hu, et al. ∙

∙ 09/08/2018

A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements

Local place names are frequently used by residents living in a geographi...

0 Yingjie Hu, et al. ∙

∙ 09/08/2018

Extracting and Analyzing Semantic Relatedness between Cities Using News Articles

News articles capture a variety of topics about our society. They reflec...

0 Yingjie Hu, et al. ∙

∙ 06/21/2018

An empirical study on the names of points of interest and their changes with geographic distance

While Points Of Interest (POIs), such as restaurants, hotels, and barber...

0 Yingjie Hu, et al. ∙

∙ 07/12/2017

Geospatial Semantics

Geospatial semantics is a broad field that involves a variety of researc...

0 Yingjie Hu, et al. ∙

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