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27th SIGSPATIAL/GIS 2019: Chicago, IL, USA
- Farnoush Banaei Kashani, Goce Trajcevski, Ralf Hartmut Güting, Lars Kulik, Shawn D. Newsam:
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2019, Chicago, IL, USA, November 5-8, 2019. ACM 2019, ISBN 978-1-4503-6909-1
Keynotes
- Vinay D. Shet:
Unlocking Autonomous Mobility. 1 - David S. Ebert:
Visual Spatial Analytics and Trusted Information for Effective Decision Making. 2
Research Track
- Martin Werner:
GloBiMaps - A Probabilistic Data Structure for In-Memory Processing of Global Raster Datasets. 3-12 - Fabian Klute
, Guangping Li, Raphael Löffler, Martin Nöllenburg, Manuela Schmidt:
Exploring Semi-Automatic Map Labeling. 13-22 - Hua Hua, Peng Zhang, Jochen Renz
Qualitative Place Maps for Landmark-based Localization and Navigation in GPS-denied Environments. 23-32 - Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy
Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights. 33-42 - Chuanxiu Xiong, Ajitesh Srivastava, Rajgopal Kannan, Omkar Damle, Viktor K. Prasanna, Erroll Southers:
On Predicting Crime with Heterogeneous Spatial Patterns: Methods and Evaluation. 43-51 - Douglas do Couto Teixeira, Aline Carneiro Viana, Mário S. Alvim, Jussara M. Almeida:
Deciphering Predictability Limits in Human Mobility. 52-61 - Cong Zhang, Yanhua Li, Jie Bao, Sijie Ruan, Tianfu He, Hui Lu, Zhihong Tian, Cong Liu, Chao Tian, Jianfeng Lin, Xianen Li:
Effective Recycling Planning for Dockless Sharing Bikes. 62-70 - Yiqun Xie, Shashi Shekhar, Richard Feiock, Joseph F. Knight
Revolutionizing Tree Management via Intelligent Spatial Techniques. 71-74 - Hussein S. Al-Olimat
Towards Geocoding Spatial Expressions (Vision Paper). 75-78 - Bram Custers, Mees van de Kerkhof, Wouter Meulemans, Bettina Speckmann
Maximum Physically Consistent Trajectories. 79-88 - Lionov Wiratma, Marc J. van Kreveld
An Experimental Evaluation of Grouping Definitions for Moving Entities. 89-98 - Nikolaos Zygouras, Nikolaos Panagiotou, Yang Li
HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments. 99-108 - Hamada Rizk
MonoDCell: A Ubiquitous and Low-Overhead Deep Learning-based Indoor Localization with Limited Cellular Information. 109-118 - Haotian Wang, Niranjini Rajagopal, Anthony Rowe, Bruno Sinopoli, Jie Gao:
Efficient Beacon Placement Algorithms for Time-of-Flight Indoor Localization. 119-128 - Sebastian Feld, Andreas Sedlmeier, Markus Friedrich, Jan Franz, Lenz Belzner:
Bayesian Surprise in Indoor Environments. 129-138 - Eleni Tzirita Zacharatou
Efficient Bundled Spatial Range Queries. 139-148 - Ishat E. Rabban, Mohammed Eunus Ali
The Maximum Visibility Facility Selection Query in Spatial Databases. 149-158 - Qiyu Liu
Probabilistic Maximum Range-Sum Queries on Spatial Database. 159-168 - Jaewoo Shin, Ahmed R. Mahmood, Walid G. Aref
An Investigation of Grid-enabled Tree Indexes for Spatial Query Processing. 169-178 - Georgios Chatzigeorgakidis
Local Similarity Search on Geolocated Time Series Using Hybrid Indexing. 179-188 - Abdulaziz Almaslukh, Amr Magdy:
Temporal Geo-Social Personalized Search Over Streaming Data. 189-198 - Lucas Correia Villa Real, Bruno Silva, Dikran S. Meliksetian, Kaique Sacchi:
Large-scale 3D geospatial processing made possible. 199-208 - Robert Waury, Christian S. Jensen
A NUMA-aware Trajectory Store for Travel-Time Estimation. 209-218 - Samet Ayhan, Hanan Samet:
Data Management and Analytics System for Online Flight Conformance Monitoring and Anomaly Detection. 219-228 - Andi Zang, Shiyu Luo, Xin Chen, Goce Trajcevski:
Real-Time Applications Using High Resolution 3D Objects in High Definition Maps (Systems Paper). 229-238 - Thomas C. van Dijk, Andre Löffler:
Practical Topologically Safe Rounding of Geographic Networks. 239-248 - Annika Bonerath
Retrieving α-Shapes and Schematic Polygonal Approximations for Sets of Points within Queried Temporal Ranges. 249-258 - Christopher J. Michael, Steven M. Dennis, Corey Maryan, Samuel Irving, Margaret L. Palmsten:
A General Framework for Human-Machine Digitization of Geographic Regions from Remotely Sensed Imagery. 259-268 - Md Yasin Kabir, Sanjay Madria:
A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster Management. 269-278 - Alexandru Cristian
Multi-Itinerary Optimization as Cloud Service (Industrial Paper). 279-288 - Wenlu Wang, Zhitao Gong, Ji Zhang, Hua Lu
On Location Privacy in Fingerprinting-based Indoor Positioning System: An Encryption Approach. 289-298 - Kien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi:
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace. 299-308 - Mengxiang Wang, Wang-Chien Lee, Tao-Yang Fu, Ge Yu:
Learning Embeddings of Intersections on Road Networks. 309-318 - Dakshak Keerthi Chandra, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu:
Collective Representation Learning on Spatiotemporal Heterogeneous Information Networks. 319-328 - Kaiqun Fu, Taoran Ji
TITAN: A Spatiotemporal Feature Learning Framework for Traffic Incident Duration Prediction. 329-338 - Jingjing Li, Wenlu Wang, Wei-Shinn Ku
SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension. 339-348 - Mingxuan Han, Michael Matheny, Jeff M. Phillips:
The Kernel Spatial Scan Statistic. 349-358 - Roberto C. S. N. P. Souza, Renato M. Assunção, Daniel B. Neill, Wagner Meira Jr.:
Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility Patterns. 359-368 - Xiqi Fei, Olga Gkountouna, Dieter Pfoser, Andreas Züfle:
Spatiotemporal Bus Route Profiling using Odometer Data. 369-378 - Valentin Buchhold, Peter Sanders, Dorothea Wagner:
Efficient Calculation of Microscopic Travel Demand Data with Low Calibration Effort. 379-388 - Jaël Champagne Gareau
An Efficient Electric Vehicle Path-Planner That Considers the Waiting Time. 389-397 - Qiyu Liu
Social-Aware Optimal Electric Vehicle Charger Deployment on Road Network. 398-407
Poster Track
- Sadegh Motallebi, Hairuo Xie, Egemen Tanin, Jianzhong Qi
Streaming Route Assignment for Connected Autonomous Vehicles (Systems Paper). 408-411 - Takahiro Yabe
City2City: Translating Place Representations across Cities. 412-415 - Yifang Yin
GPS2Vec: Towards Generating Worldwide GPS Embeddings. 416-419 - Tao Liu, Hsiuhan Lexie Yang
Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis. 420-423 - Helen Craig, Dragomir Yankov, Renzhong Wang
Scaling Address Parsing Sequence Models through Active Learning. 424-427 - Padraig Corcoran:
Topological Generalization of Continuous Valued Raster Data. 428-431 - Wei Shao
Flight Delay Prediction using Airport Situational Awareness Map. 432-435 - Munkh-Erdene Yadamjav, Zhifeng Bao
Querying Continuous Recurrent Convoys of Interest. 436-439 - Michael R. Evans, Renzhong Wang
Routines - A System for Inference, Analysis and Prediction of Users Daily Location Visits: Industrial Paper. 440-443 - Qiang Gao
DeepTrip: Adversarially Understanding Human Mobility for Trip Recommendation. 444-447 - Antonios Karatzoglou, Michael Beigl:
Semantic-Enhanced Learning (SEL) on Artificial Neural Networks Using the Example of Semantic Location Prediction. 448-451 - Kai Zhao, Jie Feng, Zhao Xu
DeepMM: Deep Learning Based Map Matching with Data Augmentation. 452-455 - Jiahui Wu, Lingzi Hong
Predicting Perceived Level of Cycling Safety for Cycling Trips. 456-459 - Tobias Skovgaard Jepsen
Graph Convolutional Networks for Road Networks. 460-463 - Lars Arge, Allan Grønlund, Svend Christian Svendsen, Jonas Tranberg:
Learning to Find Hydrological Corrections. 464-467 - Jeff M. Phillips, Pingfan Tang:
Simple Distances for Trajectories via Landmarks. 468-471 - Abdeltawab M. Hendawi, Sree Sindhu Sabbineni, Jianwei Shen, Yaxiao Song, Peiwei Cao, Zhihong Zhang, John Krumm, Mohamed H. Ali:
Which One is Correct, The Map or The GPS Trace. 472-475 - Xun Tang, Jayant Gupta, Shashi Shekhar:
Linear Hotspot Discovery on All Simple Paths: A Summary of Results. 476-479 - Roxana Herschelman, KwangSoo Yang
Conflict-Free Evacuation Route Planner. 480-483 - Hong Wei, Janit Anjaria, Hanan Samet:
Learning Embeddings of Spatial, Textual and Temporal Entities in Geotagged Tweets. 484-487 - Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage
ST-Discovery: Data-Driven Discovery of Structural Dependencies in Urban Road Networks. 488-491 - Vaibhav Kulkarni, Benoît Garbinato:
20 Years of Mobility Modeling & Prediction: Trends, Shortcomings & Perspectives. 492-495 - Kevin Buchin
klcluster: Center-based Clustering of Trajectories. 496-499 - Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper:
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning. 500-503 - Vassilis Kaffes, Giorgos Giannopoulos
Learning Domain Specific Models for Toponym Interlinking. 504-507 - Arielle Moro, Vaibhav Kulkarni, Pierre-Adrien Ghiringhelli, Bertil Chapuis, Kévin Huguenin
Breadcrumbs: A Rich Mobility Dataset with Point-of-Interest Annotations. 508-511 - Zipei Fan
Deep Multiple Instance Learning for Human Trajectory Identification. 512-515 - Dimitrios Tsitsigkos
Parallel In-Memory Evaluation of Spatial Joins. 516-519 - Tamal K. Dey, Jiayuan Wang, Yusu Wang:
Road Network Reconstruction from satellite images with Machine Learning Supported by Topological Methods. 520-523 - Jonas Sauer, Dorothea Wagner, Tobias Zündorf:
Efficient Computation of Multi-Modal Public Transit Traffic Assignments using ULTRA. 524-527 - Tessa Berry, Nicholas Dronen, Brett Jackson, Ian Endres:
Parking Lot Instance Segmentation from Satellite Imagery through Associative Embeddings. 528-531 - Srinivasa Raghavendra Bhuvan Gummidi
Push-based Spatial Crowdsourcing for Enriching Semantic Tags in OpenStreetMap. 532-535 - Mingxiao Li
A Data-Driven Approach to Understanding and Predicting the Spatiotemporal Availability of Street Parking. 536-539 - Nicholas R. Howe, Jerod J. Weinman, John Gouwar, Aabid Shamji:
Deformable Part Models for Automatically Georeferencing Historical Map Images. 540-543 - Subhodip Biswas
REGAL: A Regionalization framework for school boundaries. 544-547 - Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei, Ichiro Takeuchi:
Statistically Discriminative Sub-trajectory Mining with Multiple Testing Correction. 548-551 - An Yan, Bill Howe:
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems. 552-555 - Payas Rajan
The Phase Abstraction for Estimating Energy Consumption and Travel Times for Electric Vehicle Route Planning. 556-559
Demo Track
- Yunfan Kang, Ziang Zhao, Amr Magdy, Win Cowger
Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter Data. 560-563 - Han Hu, NhatHai Phan, Xinyue Ye
DrugTracker: A Community-focused Drug Abuse Monitoring and Supporting System using Social Media and Geospatial Data (Demo Paper). 564-567 - Panote Siriaraya, Yihong Zhang
Witnessing Crime through Tweets: A Crime Investigation Tool based on Social Media. 568-571 - Abdeltawab M. Hendawi, Sree Sindhu Sabbineni, Jianwei Shen, Yaxiao Song, Peiwei Cao, Zhihong Zhang, John Krumm, Mohamed H. Ali:
An Interactive Map-based System for Visually Exploring and Cleaning GPS Traces. 572-575 - Joon-Seok Kim, Hamdi Kavak, Umar Manzoor
Simulating Urban Patterns of Life: A Geo-Social Data Generation Framework. 576-579 - Nelly Barret, Fabien Duchateau, Franck Favetta, Ludovic Moncla:
Spatial Entity Matching with GeoAlign (demo paper). 580-583 - Younes Hamdani
A Hybrid Temporal GIS Representation for Coastal Dynamics. 584-587 - Tunaggina Subrina Khan, Anowarul Kabir, Dieter Pfoser, Andreas Züfle:
CrowdZIP: A System to Improve Reverse ZIP Code Geocoding using Spatial and Crowdsourced Data (Demo Paper). 588-591 - José Duarte, Bruno Silva, José Manuel Moreira
Towards a qualitative analysis of interpolation methods for deformable moving regions. 592-595 - Philip E. Brown, Yaron Kanza, Velin Kounev:
Height and Facet Extraction from LiDAR Point Cloud for Automatic Creation of 3D Building Models. 596-599 - Pedro Rossa, Rafael Kenji Horota, Alysson Soares Aires, Lucas Silveira Kupssinskü
VROffice: interactive and immersive 3D visualization, manipulation and correlation of multivariable georeferenced datasets in virtual reality (Demo Paper). 600-603
Student Research Competition
- Hamada Rizk
SoloCell: Efficient Indoor Localization Based on Limited Cell Network Information And Minimal Fingerprinting. 604-605 - Ibrahim Sabek:
Towards Scalable Spatial Probabilistic Graphical Modeling. 606-607 - Liming Zhang:
STGGAN: Spatial-temporal Graph Generation. 608-609 - Zekun Li:
Generating Historical Maps from Online Maps. 610-611 - Tianyuan Huang:
SRC: Discovering Human Activity Community in A City. 612-613 - Roberto C. S. N. P. Souza:
Spatial Cluster Detection with Social Media Mobility Patterns. 614-615
GIS Cup
- Kevin Buchin
A Sampling-based Strategy for Distributing Taxis in a Road Network for Occupancy Maximization (GIS Cup). 616-619 - Qi Hu, Lingfeng Ming, Chengdong Tong, Bolong Zheng:
An Effective Partitioning Approach for Competitive Spatial-Temporal Searching (GIS Cup). 620-623 - Joon-Seok Kim, Dieter Pfoser, Andreas Züfle:
Distance-Aware Competitive Spatiotemporal Searching Using Spatiotemporal Resource Matrix Factorization (GIS Cup). 624-627 - Felix Borutta, Sebastian Schmoll
Optimizing the Spatio-Temporal Resource Search Problem with Reinforcement Learning (GIS Cup). 628-631
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