Yao-Yi Chiang

Orcid: 0000-0002-8923-0130

Affiliations:
  • University of Southern California, Los Angeles, USA


According to our database1, Yao-Yi Chiang authored at least 92 papers between 2004 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023
Multiple ground/aerial parcel delivery problem: a Weighted Road Network Voronoi Diagram based approach.
Distributed Parallel Databases, December, 2023

Optimal and efficient planning of charging stations for electric vehicles in urban areas: formulation, complexity and solutions.
Expert Syst. Appl., November, 2023

A Constraint-Based Routing and Charging Methodology for Battery Electric Vehicles With Deep Reinforcement Learning.
IEEE Trans. Smart Grid, May, 2023

Building spatio-temporal knowledge graphs from vectorized topographic historical maps.
Semantic Web, 2023

Quantile Extreme Gradient Boosting for Uncertainty Quantification.
CoRR, 2023

An Automatic Approach to Finding Geographic Name Changes on Historical Maps.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Generating Realistic and Representative Trajectories with Mobility Behavior Clustering.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature Extraction.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Towards Learning of Spatial Triad from Online Text.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Towards the automated large-scale reconstruction of past road networks from historical maps.
Comput. Environ. Urban Syst., 2022

Traffic volume prediction for scenic spots based on multi-source and heterogeneous data.
Trans. GIS, 2022

Cell-by-Cell Line-of-Sight Probability Models Based on Real-World Base Station Deployment.
Proceedings of the IEEE Global Communications Conference, 2022

Incorporating spatial context for post-OCR in map images.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022

SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data.
Proceedings of the IEEE International Conference on Big Data, 2022

Clustering Human Mobility with Multiple Spaces.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Efficient Deployment of Electric Vehicle Charging Infrastructure: Simultaneous Optimization of Charging Station Placement and Charging Pile Assignment.
IEEE Trans. Intell. Transp. Syst., 2021

Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021

W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets.
Sensors, 2021

Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents.
Remote. Sens., 2021

BiS4EV: A fast routing algorithm considering charging stations and preferences for electric vehicles.
Eng. Appl. Artif. Intell., 2021

A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data.
CoRR, 2021

VAMBC: A Variational Approach for Mobility Behavior Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Kartta Labs: Collaborative Time Travel.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection.
Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

SRC: Incorporating Geographic Information for Building a Location-based Recommendation System.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning.
Int. J. Geogr. Inf. Sci., 2020

Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.
IEEE Access, 2020

An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Building Linked Spatio-Temporal Data from Vectorized Historical Maps.
Proceedings of the Semantic Web - 17th International Conference, 2020

2019
Extracting geographic features from the Internet: A geographic information mining framework.
Knowl. Based Syst., 2019

A New Gabor Filter-Based Method for Automatic Recognition of Hatched Residential Areas.
IEEE Access, 2019

A VLOS Compliance Solution to Ground/Aerial Parcel Delivery Problem.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Kartta Labs: Unrendering Historical Maps.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2019

ADMSv2: A Modern Architecture for Transportation Data Management and Analysis.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019

Building Explainable Predictive Analytics for Location-Dependent Time-Series Data.
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Personalized Recommendation Method of POI Based on Deep Neural Network.
Proceedings of the 6th International Conference on Behavioral, 2019

2018
Automatic intersection extraction and building arrangement with StarCraft II maps.
ACM SIGSPATIAL Special, 2018

Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections.
ISPRS Int. J. Geo Inf., 2018

Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.
IET Image Process., 2018

A Matching Algorithm Based on Voronoi Diagram for Multi-Scale Polygonal Residential Areas.
IEEE Access, 2018

Building Linked Data from Historical Maps.
Proceedings of the Second Workshop on Enabling Open Semantic Science co-located with 17th International Semantic Web Conference, 2018

Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper).
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

An Uncertainty Aware Method for Geographic Data Conflation.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018

2017
SRC: automatic extraction of phrase-level map labels from historical maps.
ACM SIGSPATIAL Special, 2017

SRC: a fully automatic geographic feature recognition system.
ACM SIGSPATIAL Special, 2017

A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric Asthma.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Automatic alignment of geographic features in contemporary vector data and historical maps.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017

2016
Q2P: Discovering Query Templates via Autocompletion.
ACM Trans. Web, 2016

Assessing the impact of graphical quality on automatic text recognition in digital maps.
Comput. Geosci., 2016

Unlocking Textual Content from Historical Maps - Potentials and Applications, Trends, and Outlooks.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Recognizing text in historical maps using maps from multiple time periods.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Building knowledge graph from public data for predictive analysis: a case study on predicting technology future in space and time.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2016

Integrating Text Recognition for Overlapping Text Detection in Maps.
Proceedings of the Document Recognition and Retrieval XXIII, 2016

2015
Recognizing text in raster maps.
GeoInformatica, 2015

Querying historical maps as a unified, structured, and linked spatiotemporal source: vision paper.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
A Survey of Digital Map Processing Techniques.
ACM Comput. Surv., 2014

Integration and Automation of Data Preparation and Data Mining.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A parallel query engine for interactive spatiotemporal analysis.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

A system for efficient cleaning and transformation of geospatial data attributes.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

From map images to geographic names.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
A general approach for extracting road vector data from raster maps.
Int. J. Document Anal. Recognit., 2013

A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data.
Proceedings of the Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, 2013

2012
Generating Named Road Vector Data from Raster Maps.
Proceedings of the Geographic Information Science - 7th International Conference, 2012

2011
Recognition of Multi-oriented, Multi-sized, and Curved Text.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Efficient and Robust Graphics Recognition from Historical Maps.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

2010
An Approach for Recognizing Text Labels in Raster Maps.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Strabo: a system for extracting road vector data from raster maps.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A general approach to discovering, registering, and extracting features from raster maps.
Proceedings of the Document Recognition and Retrieval XVII, 2010

2009
Automatic and Accurate Extraction of Road Intersections from Raster Maps.
GeoInformatica, 2009

A Method for Automatically Extracting Road Layers from Raster Maps.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Extracting Road Vector Data from Raster Maps.
Proceedings of the Graphics Recognition. Achievements, 2009

Classification of raster maps for automatic feature extraction.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008
Automatic extraction of road intersection position, connectivity, and orientations from raster maps.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2006
Classification of Line and Character Pixels on Raster Maps Using Discrete Cosine Transformation Coefficients and Support Vector Machine.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Geodec: Enabling Geospatial Decision Making.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
Automatic extraction of road intersections from raster maps.
Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005

Automatically identifying and georeferencing street maps on the web.
Proceedings of the 2005 Workshop On Geographic Information Retrieval, 2005

2004
Automatically and accurately conflating orthoimagery and street maps.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004


  Loading...