Yao-Yi Chiang
Orcid: 0000-0002-8923-0130Affiliations:
- University of Southern California, Los Angeles, USA
According to our database1,
Yao-Yi Chiang
authored at least 90 papers
between 2004 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
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
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
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023
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
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
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
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
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
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
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
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
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
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2019
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 6th International Conference on Behavioral, 2019
2018
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
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
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018
2017
ACM SIGSPATIAL Special, 2017
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
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
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
Proceedings of the Document Recognition and Retrieval XXIII, 2016
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
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014
2013
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
Proceedings of the Geographic Information Science - 7th International Conference, 2012
2011
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
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
GeoInformatica, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the Graphics Recognition. Achievements, 2009
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
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
2005
Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005
Proceedings of the 2005 Workshop On Geographic Information Retrieval, 2005
2004
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004