Yingjie Hu

Orcid: 0000-0002-1223-7377

According to our database1, Yingjie Hu authored at least 113 papers between 2006 and 2024.

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Bibliography

2024
On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper).
ACM Trans. Spatial Algorithms Syst., June, 2024

Location Reference Recognition from Texts: A Survey and Comparison.
ACM Comput. Surv., May, 2024

An intelligent homomorphic audio signal encryption algorithm for secure interacting.
Multim. Tools Appl., March, 2024

A novel hashing-inverted index for secure content-based retrieval with massive encrypted speeches.
Multim. Syst., February, 2024

A five-year milestone: reflections on advances and limitations in GeoAI research.
Ann. GIS, January, 2024

PyGRF: An improved Python Geographical Random Forest model and case studies in public health and natural disasters.
CoRR, 2024

Optimization-Based Outlier Accommodation for Tightly Coupled RTK-Aided Inertial Navigation Systems in Urban Environments.
CoRR, 2024

2023
TopoBERT: a plug and play toponym recognition module harnessing fine-tuned BERT.
Int. J. Digit. Earth, December, 2023

Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.
Int. J. Geogr. Inf. Sci., November, 2023

Special issue on geospatial artificial intelligence.
GeoInformatica, April, 2023

Conflating point of interest (POI) data: A systematic review of matching methods.
Comput. Environ. Urban Syst., 2023

On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence.
CoRR, 2023

TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT.
CoRR, 2023

Actions and Insights: Online Aesthetic Education at Four High-level Universities in China.
Proceedings of the 9th International Conference on Education and Training Technologies, 2023

Geographic Information Extraction from Texts (GeoExT).
Proceedings of the Advances in Information Retrieval, 2023

2022
A Novel Adaptive Model Predictive Control for Proton Exchange Membrane Fuel Cell in DC Microgrids.
IEEE Trans. Smart Grid, 2022

Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning.
Trans. GIS, 2022

A review of location encoding for GeoAI: methods and applications.
Int. J. Geogr. Inf. Sci., 2022

Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation.
Int. J. Geogr. Inf. Sci., 2022

The role of alcohol outlet visits derived from mobile phone location data in enhancing domestic violence prediction at the neighborhood level.
CoRR, 2022

Forecasting vegetation dynamics in an open ecosystem by integrating deep learning and environmental variables.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Digital Tourism: A Case Study of Qiantong Ancient Town.
Proceedings of the 2022 10th International Conference on Information Technology: IoT and Smart City, 2022

Towards a foundation model for geospatial artificial intelligence (vision paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research.
ACM SIGSPATIAL Special, November, 2021

A retrieval algorithm for encrypted speech based on convolutional neural network and deep hashing.
Multim. Tools Appl., 2021

Aligning geographic entities from historical maps for building knowledge graphs.
Int. J. Geogr. Inf. Sci., 2021

Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making.
Eng. Appl. Artif. Intell., 2021

Social Network Group Decision-Making Method Based on Q-Rung Orthopair Fuzzy Set and Its Application in the Evaluation of Online Teaching Quality.
Axioms, 2021

How Do People Describe Locations During a Natural Disaster: An Analysis of Tweets from Hurricane Harvey.
Proceedings of the 11th International Conference on Geographic Information Science, 2021

2020
NeuroTPR: A neuro-net toponym recognition model for extracting locations from social media messages.
Trans. GIS, 2020

An encrypted speech retrieval algorithm based on Chirp-Z transform and perceptual hashing second feature extraction.
Multim. Tools Appl., 2020

An Encrypted Speech Retrieval Scheme Based on Long Short-Term Memory Neural Network and Deep Hashing.
KSII Trans. Internet Inf. Syst., 2020

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond.
Int. J. Geogr. Inf. Sci., 2020

Starting with data: advancing spatial data science by building and sharing high-quality datasets.
CoRR, 2020

Building benchmarking frameworks for supporting replicability and reproducibility: spatial and textual analysis as an example.
CoRR, 2020

A Classification Retrieval Method for Encrypted Speech Based on Deep Neural Network and Deep Hashing.
IEEE Access, 2020

An Encrypted Speech Retrieval Method Based on Deep Perceptual Hashing and CNN-BiLSTM.
IEEE Access, 2020

Tracking Flooding Phase Transitions and Establishing a Passive Hotline With AI-Enabled Social Media Data.
IEEE Access, 2020

AMC-MDL: A Novel Approach of Android Malware Classification using Multimodel Deep Learning.
Proceedings of the IEEE Intl Conf on Dependable, 2020

2019
Enhancing spatial and textual analysis with EUPEG: An extensible and unified platform for evaluating geoparsers.
Trans. GIS, 2019

GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions.
ACM SIGSPATIAL Special, 2019

GeoAI 2019 workshop report: The 3nd ACM SIGSPATIAL International Workshop on GeoAI: AI for Geographic Knowledge Discovery: Seattle, WA, USA - November 5, 2019.
ACM SIGSPATIAL Special, 2019

A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements.
Int. J. Geogr. Inf. Sci., 2019

Artificial Intelligence Approaches.
CoRR, 2019

Are we there yet?: evaluating state-of-the-art neural network based geoparsers using EUPEG as a benchmarking platform.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Geospatial Humanities, 2019

2018
ADCN: An anisotropic density-based clustering algorithm for discovering spatial point patterns with noise.
Trans. GIS, 2018

GeoAI 2018 workshop report the 2nd ACM SIGSPATIAL international workshop on GeoAI: AI for geographic knowledge discovery seattle, WA, USA - November 6, 2018.
ACM SIGSPATIAL Special, 2018

Identifying Urban Neighborhood Names through User-Contributed Online Property Listings.
ISPRS Int. J. Geo Inf., 2018

Geo-Text Data and Data-Driven Geospatial Semantics.
CoRR, 2018

An Empirical Study on the Names of Points of Interest and Their Changes with Geographic Distance.
Proceedings of the 10th International Conference on Geographic Information Science, 2018

EUPEG: Towards an Extensible and Unified Platform for Evaluating Geoparsers.
Proceedings of the 12th Workshop on Geographic Information Retrieval, 2018

2017
GeoAI 2017 workshop report: the 1st ACM SIGSPATIAL International Workshop on GeoAI: @AI and Deep Learning for Geographic Knowledge Discovery: Redondo Beach, CA, USA - November 7, 2016.
ACM SIGSPATIAL Special, 2017

Extracting and analyzing semantic relatedness between cities using news articles.
Int. J. Geogr. Inf. Sci., 2017

A data-synthesis-driven method for detecting and extracting vague cognitive regions.
Int. J. Geogr. Inf. Sci., 2017

Spatial Data Infrastructures.
CoRR, 2017

Geospatial Semantics.
CoRR, 2017

2016
Spatial signatures for geographic feature types: examining gazetteer ontologies using spatial statistics.
Trans. GIS, 2016

A MEMS Resonant Sensor to Measure Fluid Density and Viscosity under Flexural and Torsional Vibrating Modes.
Sensors, 2016

A Novel Slope Method for Measurement of Fluid Density with a Micro-cantilever under Flexural and Torsional Vibrations.
Sensors, 2016

Task-oriented information value measurement based on space-time prisms.
Int. J. Geogr. Inf. Sci., 2016

A Linked Data Driven Visual Interface for the Multi-perspective Exploration of Data Across Repositories.
Proceedings of the Second International Workshop on Visualization and Interaction for Ontologies and Linked Data co-located with the 15th International Semantic Web Conference, 2016

Moon Landing or Safari? A Study of Systematic Errors and Their Causes in Geographic Linked Data.
Proceedings of the Geographic Information Science - 9th International Conference, 2016

ADCN: an anisotropic density-based clustering algorithm.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Things and Strings: Improving Place Name Disambiguation from Short Texts by Combining Entity Co-Occurrence with Topic Modeling.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

The Semantic Trajectory Pattern.
Proceedings of the Ontology Engineering with Ontology Design Patterns, 2016

2015
Extracting and understanding urban areas of interest using geotagged photos.
Comput. Environ. Urban Syst., 2015

Metadata Topic Harmonization and Semantic Search for Linked-Data-Driven Geoportals: A Case Study Using ArcGIS Online.
Trans. GIS, 2015

Poverty Evaluation Using NPP-VIIRS Nighttime Light Composite Data at the County Level in China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Estimating House Vacancy Rate in Metropolitan Areas Using NPP-VIIRS Nighttime Light Composite Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Evolving personalized modeling system for integrated feature, neighborhood and parameter optimization utilizing gravitational search algorithm.
Evol. Syst., 2015

A multistage collaborative 3D GIS to support public participation.
Int. J. Digit. Earth, 2015

POI Pulse: A Multi-granular, Semantic Signature-Based Information Observatory for the Interactive Visualization of Big Geosocial Data.
Cartogr. Int. J. Geogr. Inf. Geovisualization, 2015

An Ontology For Specifying Spatiotemporal Scopes in Life Cycle Assessment.
Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

The GeoLink Framework for Pattern-based Linked Data Integration.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015


R2R+BCO-DMO - Linked Oceanographic Datasets.
Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

A Minimal Ontology Pattern for Life Cycle Assessment Data.
Proceedings of the 6th Workshop on Ontology and Semantic Web Patterns (WOP 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

The Semantic Web Journal as Linked Data.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Prioritizing road network connectivity information for disaster response.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2015

Enabling Semantic Search and Knowledge Discovery for ArcGIS Online: A Linked-Data-Driven Approach.
Proceedings of the AGILE 2015, 2015

2014
Evaluating the Ability of NPP-VIIRS Nighttime Light Data to Estimate the Gross Domestic Product and the Electric Power Consumption of China at Multiple Scales: A Comparison with DMSP-OLS Data.
Remote. Sens., 2014

Dimensionality Reduction of Hyperspectral Images Based on Robust Spatial Information Using Locally Linear Embedding.
IEEE Geosci. Remote. Sens. Lett., 2014

An enhanced multiphase Chan-Vese model for the remote sensing image segmentation.
Concurr. Comput. Pract. Exp., 2014

The remote sensing image enhancement based on nonsubsampled contourlet transform and unsharp masking.
Concurr. Comput. Pract. Exp., 2014

Weighted SIFT Feature Learning with Hamming Distance for Face Recognition.
Proceedings of the VISAPP 2014, 2014

An Ontology Design Pattern for Activity Reasoning.
Proceedings of the 5th Workshop on Ontology and Semantic Web Patterns (WOP2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

A Linked-Data-Driven Web Portal for Learning Analytics: Data Enrichment, Interactive Visualization, and Knowledge Discovery.
Proceedings of the Workshops at the LAK 2014 Conference co-located with 4th International Conference on Learning Analytics and Knowledge (LAK 2014), 2014

Improving wikipedia-based place name disambiguation in short texts using structured data from DBpedia.
Proceedings of the 8th Workshop on Geographic Information Retrieval, 2014

2013
A Multi-stage Collaborative 3D GIS to Support Public Participation.
CoRR, 2013

Linked Scientometrics: Designing Interactive Scientometrics with Linked Data and Semantic Web Reasoning.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

A Linked-Data-Driven and Semantically-Enabled Journal Portal for Scientometrics.
Proceedings of the Semantic Web - ISWC 2013, 2013

A spatiotemporal scientometrics framework for exploring the citation impact of publications and scientists.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

A Geo-ontology Design Pattern for Semantic Trajectories.
Proceedings of the Spatial Information Theory - 11th International Conference, 2013

2012
Improving personal information management by integrating activities in the physical world with the semantic desktop.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
Exploring Associations between Changes in Ambient Temperature and Stroke Occurrence: Comparative Analysis Using Global and Personalised Modelling Approaches.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Personalised Modelling on SNPs Data for Crohn's Disease Prediction.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Lip information extraction based on the fusion of geometry and motion features.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Speaker identification in time-sequential images based on movements of lips.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
Integrated optimisation method for personalised modelling and case studies for medical decision support.
Int. J. Funct. Informatics Pers. Medicine, 2010

Contamination control in food supply chain.
Proceedings of the 2010 Winter Simulation Conference, 2010

Parallel K-Means Clustering of Remote Sensing Images Based on MapReduce.
Proceedings of the Web Information Systems and Mining - International Conference, 2010

An Approach for Integrating Geospatial Processing Services into Three-Dimensional GIS.
Proceedings of the Web Information Systems and Mining - International Conference, 2010

A solution for the data collection in the field survey based on Mobile and Wireless GIS.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Vulnerability assessment of combined impacts of sea level rise and coastal flooding for China's coastal region using remote sensing and GIS.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Spatial indexing of global geographical data with HTM.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

A method for representing thematic data in three-dimensional GIS.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2009
Coevolutionary Method for Gene Selection and Parameter Optimization in Microarray Data Analysis.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008
Integrating Local and Personalised Modelling with Global Ontology Knowledge Bases for Biomedical and Bioinformatics Decision Support.
Proceedings of the Computational Intelligence in Biomedicine and Bioinformatics, 2008

Soft computing methods to predict gene regulatory networks: An integrative approach on time-series gene expression data.
Appl. Soft Comput., 2008

Personalized Modeling Based Gene Selection for Microarray Data Analysis.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
Classification consistency analysis for bootstrapping gene selection.
Neural Comput. Appl., 2007

Ontology-Based Framework for Personalized Diagnosis and Prognosis of Cancer Based on Gene Expression Data.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006
A Novel Microarray Gene Selection Method Based on Consistency.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006


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