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Yao-Yi Chiang

20042024

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  • 2024

    Automatic Search of Multiword Place Names on Historical Maps

    Olson, R., Kim, J. & Chiang, Y. Y., Oct 29 2024, GeoSearch 2024 - Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data. Li, H., Potnis, A., Li, W., Lunga, D., Werner, M. & Zufle, A. (eds.). Association for Computing Machinery, Inc, p. 9-12 4 p. (GeoSearch 2024 - Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Context-Aware Trajectory Anomaly Detection

    Hu, H., Kim, J., Zhou, J., Kirsanova, S., Lee, J. H. & Chiang, Y. Y., Oct 29 2024, GEOANOMALIES 2024 - Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection. Chiang, Y.-Y., Shafique, K., Wenk, C., Zufle, A., Cooper, J., Kim, J.-S. & Mattei, E. (eds.). Association for Computing Machinery, Inc, p. 12-15 4 p. (GEOANOMALIES 2024 - Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data

    Hajisafi, A., Lin, H., Chiang, Y. Y. & Shahabi, C., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-220 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14648 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Enabling Semantic-Rich Location Search on Street View Imagery Using Multilingual POI Data

    Jang, L. & Chiang, Y. Y., Oct 29 2024, GeoSearch 2024 - Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data. Li, H., Potnis, A., Li, W., Lunga, D., Werner, M. & Zufle, A. (eds.). Association for Computing Machinery, Inc, p. 29-35 7 p. (GeoSearch 2024 - Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hyper-Local Deformable Transformers for Text Spotting on Historical Maps

    Lin, Y. & Chiang, Y. Y., Aug 25 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5387-5397 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • ICDAR 2024 Competition on Historical Map Text Detection, Recognition, and Linking

    Li, Z., Lin, Y., Chiang, Y. Y., Weinman, J., Tual, S., Chazalon, J., Perret, J., Duménieu, B. & Abadie, N., 2024, Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Proceedings. Barney Smith, E. H., Liwicki, M. & Peng, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 363-380 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14809 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes

    Lin, H., Chiang, Y. Y., Xiong, L. & Shahabi, C., 2024, Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024. Shekhar, S., Papalexakis, V., Gao, J., Jiang, Z. & Riondato, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 625-633 9 p. (Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2023

    An Automatic Approach to Finding Geographic Name Changes on Historical Maps

    Olson, R. M., Kim, J. & Chiang, Y. Y., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 7. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Scopus citations

  • Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature Extraction

    Lin, F., Knoblock, C. A., Shbita, B., Vu, B., Li, Z. & Chiang, Y. Y., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 109. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Generating Realistic and Representative Trajectories with Mobility Behavior Clustering

    Lin, H., Shaham, S., Chiang, Y. Y. & Shahabi, C., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 107. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Scopus citations

  • GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding

    Li, Z., Zhou, W., Chiang, Y. Y. & Chen, M., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 5227-5240 14 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting

    Hajisafi, A., Lin, H., Shaham, S., Hu, H., Siampou, M. D., Chiang, Y. Y. & Shahabi, C., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 22. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning

    Lin, Y. & Chiang, Y. Y., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 98. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps

    Kim, J., Li, Z., Lin, Y., Namgung, M., Jang, L. & Chiang, Y. Y., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 35. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Towards Learning of Spatial Triad from Online Text

    Kim, J. & Chiang, Y. Y., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 11. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations
  • 2022

    A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data

    Lin, Y. & Chiang, Y. Y., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1024-1033 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Cell-by-Cell Line-of-Sight Probability Models Based on Real-World Base Station Deployment

    Ali Modad, B. A., Yu, X., Song, H. J., Chiang, Y. Y. & Molisch, A. F., 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4782-4787 6 p. (2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Clustering Human Mobility with Multiple Spaces

    Hu, H., Lin, H. & Chiang, Y. Y., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 575-584 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Incorporating spatial context for post-OCR in map images

    Namgung, M. & Chiang, Y. Y., Nov 1 2022, Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2022. Martins, B., Lunga, D., Gao, S., Newsam, S., Yang, L., Deng, X. & Mai, G. (eds.). Association for Computing Machinery, Inc, p. 14-17 4 p. (Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2021

    A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition

    Duan, W., Chiang, Y. Y., Leyk, S., Uhl, J. H. & Knoblock, C. A., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1604-1610 7 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images

    Duan, W., Chiang, Y. Y., Leyk, S., Uhl, J. H. & Knoblock, C. A., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 725-734 10 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Kartta labs: Collaborative time travel

    Tavakkol, S., Han, F., Mayer, B., Phillips, M., Shahabi, C., Chiang, Y. Y. & Kiveris, R., 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). IEEE Computer Society, p. 5337-5346 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • SRC: Incorporating Geographic Information for Building a Location-based Recommendation System

    Jiao, Y. & Chiang, Y. Y., Nov 2 2021, 29th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2021. Meng, X., Wang, F., Lu, C.-T., Huang, Y., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery, p. 680-681 2 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection

    Li, Z., Guan, R., Yu, Q., Chiang, Y. Y. & Knoblock, C. A., Nov 2 2021, Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2021. Lunga, D., Yang, L., Gao, S., Martins, B., Hu, Y., Deng, X. & Newsam, S. (eds.). Association for Computing Machinery, Inc, p. 17-26 10 p. (Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    7 Scopus citations

  • VAMBC: A Variational Approach for Mobility Behavior Clustering

    Yue, M., Chiang, Y. Y. & Shahabi, C., 2021, Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track - European Conference, ECML PKDD 2021, Proceedings. Dong, Y., Kourtellis, N., Hammer, B. & Lozano, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 453-469 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12978 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations
  • 2020

    An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images

    Li, Z., Chiang, Y. Y., Tavakkol, S., Shbita, B., Uhl, J. H., Leyk, S. & Knoblock, C. A., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3290-3298 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    16 Scopus citations

  • Building autocorrelation-aware representations for fine-scale spatiotemporal prediction

    Lin, Y., Chiang, Y. Y., Franklin, M., Eckel, S. P. & Ambite, J. L., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020. Plant, C., Wang, H., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 352-361 10 p. 9338402. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations

  • Building Linked Spatio-Temporal Data from Vectorized Historical Maps

    Shbita, B., Knoblock, C. A., Duan, W., Chiang, Y. Y., Uhl, J. H. & Leyk, S., 2020, The Semantic Web - 17th International Conference, ESWC 2020, Proceedings. Harth, A., Kirrane, S., Ngonga Ngomo, A.-C., Paulheim, H., Rula, A., Gentile, A. L., Haase, P. & Cochez, M. (eds.). Springer, p. 409-426 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12123 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    13 Scopus citations
  • 2019

    ADMSv2: A modern architecture for transportation data management and analysis

    Anastasiou, C., Lin, J., He, C., Chiang, Y. Y. & Shahabi, C., Nov 5 2019, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2019. Kar, B., Omitaomu, O. A., Ye, X., Mohebbi, S. & Fu, G. (eds.). Association for Computing Machinery, Inc, p. 25-28 4 p. (Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models

    Garijo, D., Khider, D., Ratnakar, V., Gil, Y., Deelman, E., Da Silva, R. F., Knoblock, C., Chiang, Y. Y., Pham, M., Pujara, J., Vu, B., Feldman, D., Mayani, R., Cobourn, K., Duffy, C., Kemanian, A., Shu, L., Kumar, V., Khandelwal, A. & Tayal, K. & 5 others, Peckham, S., Stoica, M., Dabrowski, A., Hardesty-Lewis, D. & Pierce, S., Mar 16 2019, Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. Association for Computing Machinery, p. 111-112 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • A vlos compliance solution to ground/aerial parcel delivery problem

    Zhang, J., Shen, T., Wang, W., Jiang, X., Ku, W. S., Sun, M. T. & Chiang, Y. Y., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 201-209 9 p. 8788740. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Building explainable predictive analytics for location-dependent time-series data

    Chiang, Y. Y., Lin, Y., Franklin, M., Eckel, S. P., Ambite, J. L. & Ku, W. S., Dec 2019, Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019. Institute of Electrical and Electronics Engineers Inc., p. 202-209 8 p. 8998977. (Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis

    Yue, M., Li, Y., Yang, H., Ahuja, R., Chiang, Y. Y. & Shahabi, C., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 988-997 10 p. 9006561. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    34 Scopus citations

  • Kartta labs: Unrendering historical maps

    Tavakkol, S., Chiang, Y. Y., Waters, T., Han, F., Prasad, K. & Kiveris, R., Nov 5 2019, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2019. Gao, S., Newsam, S., Zhao, L., Lunga, D., Hu, Y., Martins, B., Zhou, X. & Chen, F. (eds.). Association for Computing Machinery, Inc, p. 48-51 4 p. (Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations

  • Personalized Recommendation Method of POI Based on Deep Neural Network

    Gao, Y., Duan, Z., Shi, W., Feng, J. & Chiang, Y. Y., Oct 2019, BESC 2019 - 6th International Conference on Behavioral, Economic and Socio-Cultural Computing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8963449. (BESC 2019 - 6th International Conference on Behavioral, Economic and Socio-Cultural Computing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations
  • 2018

    An Uncertainty Aware Method for Geographic Data Conflation

    Lin, H. & Chiang, Y. Y., Nov 6 2018, Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2018. Association for Computing Machinery, (Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Automatic intersection extraction and building arrangement with StarCraft II maps

    Cheng, Y. & Chiang, Y. Y., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 618-619 2 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning

    Lin, Y., Mago, N., Gao, Y., Li, Y., Chiang, Y. Y., Shahabi, C. & Ambite, J. L., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 359-368 10 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    113 Scopus citations

  • Los angeles metro bus data analysis using GPS trajectory and schedule data

    Nguyen, K., Yang, J., Lin, Y., Lin, J., Chiang, Y. Y. & Shahabi, C., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 560-563 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2017

    A scalable data integration and analysis architecture for sensor data of pediatric asthma

    Stripelis, D., Ambite, J. L., Chiang, Y. Y., Eckel, S. P. & Habre, R., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1407-1408 2 p. 7930094. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations

  • Automatic alignment of geographic features in contemporary vector data and historical maps

    Duan, W., Chiang, Y. Y., Knoblock, C. A., Jain, V., Feldman, D., Uhl, J. H. & Leyk, S., Nov 7 2017, Proceedings of the 1st Workshop on GeoAI: AI and Deep Learning for Geographic Knowledge Discovery, GeoAI 2017. Association for Computing Machinery, Inc, p. 45-54 10 p. (Proceedings of the 1st Workshop on GeoAI: AI and Deep Learning for Geographic Knowledge Discovery, GeoAI 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    28 Scopus citations

  • Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution

    Lin, Y., Stripelis, D., Chiang, Y. Y., Ambite, J. L., Habre, R., Pan, F. & Eckel, S. P., Nov 7 2017, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Ravada, S., Hoel, E., Tamassia, R., Newsam, S., Trajcevski, G. & Trajcevski, G. (eds.). Association for Computing Machinery, 25. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 2017-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • Unlocking textual content from historical maps - Potentials and applications, trends, and outlooks

    Chiang, Y. Y., 2017, Recent Trends in Image Processing and Pattern Recognition - 1st International Conference, RTIP2R 2016, Revised Selected Papers. Hangarge, M., Negi, A., Bevilacqua, V. & Santosh , K. C. (eds.). Springer Verlag, p. 111-124 14 p. (Communications in Computer and Information Science; vol. 709).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations
  • 2016

    Building knowledge graph from public data for predictive analysis - A case study on predicting technology future in space and time

    Duan, W. & Chiang, Y. Y., Oct 31 2016, Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2016. Vatsavai, R. R. & Chandola, V. (eds.). Association for Computing Machinery, Inc, p. 7-13 7 p. 3006388. (Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Recognizing text in historical maps using maps from multiple time periods

    Yu, R., Luo, Z. & Chiang, Y. Y., Jan 1 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 3993-3998 6 p. 7900258. (Proceedings - International Conference on Pattern Recognition; vol. 0).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations
  • 2015

    Integration and automation of data preparation and data mining

    Narayanan, S., Jaiswal, A., Chiang, Y. Y., Geng, Y., Knoblock, C. A. & Szekely, P., Jan 26 2015, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z.-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 1076-1085 10 p. 7022716. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Querying historical maps as a unified, structured, and linked spatiotemporal source (vision paper)

    Chiang, Y. Y., Nov 3 2015, 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015. Huang, Y., Ali, M., Sankaranarayanan, J., Renz, M. & Gertz, M. (eds.). Association for Computing Machinery, a16. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 03-06-November-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations
  • 2014

    A parallel query engine for interactive spatiotemporal analysis

    Sathe, M., Knoblock, C. A., Chiang, Y. Y. & Harris, A., Nov 4 2014, 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2014. Schneider, M., Gertz, M., Huang, Y., Sankaranarayanan, J. & Krumm, J. (eds.). Association for Computing Machinery, p. 429-432 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 04-07-November-2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A system for efficient cleaning and transformation of geospatial data attributes

    Chiang, Y. Y., Wu, B., Anand, A., Akade, K. & Knoblock, C. A., Nov 4 2014, 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2014. Schneider, M., Gertz, M., Huang, Y., Sankaranarayanan, J. & Krumm, J. (eds.). Association for Computing Machinery, p. 577-580 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 04-07-November-2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • From map images to geographic names

    Chiang, Y. Y., Moghaddam, S., Gupta, S., Fernandes, R. & Knoblock, C. A., Nov 4 2014, 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2014. Schneider, M., Gertz, M., Huang, Y., Sankaranarayanan, J. & Krumm, J. (eds.). Association for Computing Machinery, p. 581-584 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 04-07-November-2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations