Table of Contents

• Unlocking Autonomous MobilityVinay D. Shet. 1 [doi]
• Visual Spatial Analytics and Trusted Information for Effective Decision MakingDavid S. Ebert. 2 [doi]
• GloBiMaps - A Probabilistic Data Structure for In-Memory Processing of Global Raster DatasetsMartin Werner. 3-12 [doi]
• Exploring Semi-Automatic Map LabelingFabian Klute, Guangping Li, Raphael Löffler, Martin Nöllenburg, Manuela Schmidt. 13-22 [doi]
• Qualitative Place Maps for Landmark-based Localization and Navigation in GPS-denied EnvironmentsHua Hua, Peng Zhang 0021, Jochen Renz. 23-32 [doi]
• Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and InsightsSobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy 0001, Radu Teodorescu, Rajiv Ramnath. 33-42 [doi]
• On Predicting Crime with Heterogeneous Spatial Patterns: Methods and EvaluationChuanxiu Xiong, Ajitesh Srivastava, Rajgopal Kannan, Omkar Damle, Viktor K. Prasanna, Erroll Southers. 43-51 [doi]
• Deciphering Predictability Limits in Human MobilityDouglas do Couto Teixeira, Aline Carneiro Viana, Mário S. Alvim, Jussara M. Almeida. 52-61 [doi]
• Effective Recycling Planning for Dockless Sharing BikesCong Zhang, Yanhua Li, Jie Bao 0003, Sijie Ruan, Tianfu He, Hui Lu, Zhihong Tian, Cong Liu 0005, Chao Tian, Jianfeng Lin, Xianen Li. 62-70 [doi]
• Revolutionizing Tree Management via Intelligent Spatial TechniquesYiqun Xie, Shashi Shekhar, Richard Feiock, Joseph K. Knight. 71-74 [doi]
• Towards Geocoding Spatial Expressions (Vision Paper)Hussein S. Al-Olimat, Valerie L. Shalin, Krishnaprasad Thirunarayan, Joy Prakash Sain. 75-78 [doi]
• Maximum Physically Consistent TrajectoriesBram Custers, Mees van de Kerkhof, Wouter Meulemans, Bettina Speckmann, Frank Staals. 79-88 [doi]
• An Experimental Evaluation of Grouping Definitions for Moving EntitiesLionov Wiratma, Marc J. van Kreveld, Maarten Löffler, Frank Staals. 89-98 [doi]
• HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data EnvironmentsNikolaos Zygouras, Nikolaos Panagiotou, Yang Li, Dimitrios Gunopulos, Leonidas J. Guibas. 99-108 [doi]
• MonoDCell: A Ubiquitous and Low-Overhead Deep Learning-based Indoor Localization with Limited Cellular InformationHamada Rizk, Moustafa Youssef. 109-118 [doi]
• Efficient Beacon Placement Algorithms for Time-of-Flight Indoor LocalizationHaotian Wang, Niranjini Rajagopal, Anthony Rowe, Bruno Sinopoli, Jie Gao. 119-128 [doi]
• Bayesian Surprise in Indoor EnvironmentsSebastian Feld, Andreas Sedlmeier, Markus Friedrich, Jan Franz, Lenz Belzner. 129-138 [doi]
• Efficient Bundled Spatial Range QueriesEleni Tzirita Zacharatou, Darius Sidlauskas, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki. 139-148 [doi]
• The Maximum Visibility Facility Selection Query in Spatial DatabasesIshat E. Rabban, Mohammed Eunus Ali, Muhammad Aamir Cheema, Tanzima Hashem. 149-158 [doi]
• Probabilistic Maximum Range-Sum Queries on Spatial DatabaseQiyu Liu, Xiang Lian, Lei Chen. 159-168 [doi]
• An Investigation of Grid-enabled Tree Indexes for Spatial Query ProcessingJaewoo Shin, Ahmed R. Mahmood, Walid G. Aref. 169-178 [doi]
• Local Similarity Search on Geolocated Time Series Using Hybrid IndexingGeorgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos. 179-188 [doi]
• Temporal Geo-Social Personalized Search Over Streaming DataAbdulaziz Almaslukh, Amr Magdy 0001. 189-198 [doi]
• Large-scale 3D geospatial processing made possibleLucas Correia Villa Real, Bruno Silva, Dikran S. Meliksetian, Kaique Sacchi. 199-208 [doi]
• A NUMA-aware Trajectory Store for Travel-Time EstimationRobert Waury, Christian S. Jensen, Kristian Torp. 209-218 [doi]
• Data Management and Analytics System for Online Flight Conformance Monitoring and Anomaly DetectionSamet Ayhan, Hanan Samet. 219-228 [doi]
• Real-Time Applications Using High Resolution 3D Objects in High Definition Maps (Systems Paper)Andi Zang, Shiyu Luo, Xin Chen, Goce Trajcevski. 229-238 [doi]
• Practical Topologically Safe Rounding of Geographic NetworksThomas C. van Dijk, Andre Löffler. 239-248 [doi]
• Retrieving α-Shapes and Schematic Polygonal Approximations for Sets of Points within Queried Temporal RangesAnnika Bonerath, Benjamin Niedermann, Jan-Henrik Haunert. 249-258 [doi]
• A General Framework for Human-Machine Digitization of Geographic Regions from Remotely Sensed ImageryChristopher J. Michael, Steven M. Dennis, Corey Maryan, Samuel Irving, Margaret L. Palmsten. 259-268 [doi]
• A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster ManagementMd Yasin Kabir, Sanjay Madria. 269-278 [doi]
• Multi-Itinerary Optimization as Cloud Service (Industrial Paper)Alexandru Cristian, Luke Marshall, Mihai Negrea, Flavius Stoichescu, Peiwei Cao, Ishai Menache. 279-288 [doi]
• On Location Privacy in Fingerprinting-based Indoor Positioning System: An Encryption ApproachWenlu Wang, Zhitao Gong, Ji Zhang, Hua Lu 0001, Wei-Shinn Ku. 289-298 [doi]
• A Privacy-Preserving, Accountable and Spam-Resilient Geo-MarketplaceKien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi. 299-308 [doi]
• Learning Embeddings of Intersections on Road NetworksMeng-xiang Wang, Wang-Chien Lee, Tao-Yang Fu, Ge Yu 0001. 309-318 [doi]
• Collective Representation Learning on Spatiotemporal Heterogeneous Information NetworksDakshak Keerthi Chandra, Pengyang Wang, Jennifer Leopold, Yanjie Fu. 319-328 [doi]
• TITAN: A Spatiotemporal Feature Learning Framework for Traffic Incident Duration PredictionKaiqun Fu, Taoran Ji, Liang Zhao, Chang-Tien Lu. 329-338 [doi]
• SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial ComprehensionJingjing Li, Wenlu Wang, Wei-Shinn Ku, Yingtao Tian, Haixun Wang. 339-348 [doi]
• The Kernel Spatial Scan StatisticMingxuan Han, Michael Matheny, Jeff M. Phillips. 349-358 [doi]
• Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility PatternsRoberto C. S. N. P. Souza, Renato M. Assunção, Daniel B. Neill, Wagner Meira Jr.. 359-368 [doi]
• Spatiotemporal Bus Route Profiling using Odometer DataXiqi Fei, Olga Gkountouna, Dieter Pfoser, Andreas Züfle. 369-378 [doi]
• Efficient Calculation of Microscopic Travel Demand Data with Low Calibration EffortValentin Buchhold, Peter Sanders 0001, Dorothea Wagner. 379-388 [doi]
• An Efficient Electric Vehicle Path-Planner That Considers the Waiting TimeJaël Champagne Gareau, Éric Beaudry, Vladimir Makarenkov. 389-397 [doi]
• Social-Aware Optimal Electric Vehicle Charger Deployment on Road NetworkQiyu Liu, Yuxiang Zeng, Lei Chen, Xiuwen Zheng. 398-407 [doi]
• Streaming Route Assignment for Connected Autonomous Vehicles (Systems Paper)Sadegh Motallebi, Hairuo Xie, Egemen Tanin, Jianzhong Qi 0001, Kotagiri Ramamohanarao. 408-411 [doi]
• City2City: Translating Place Representations across CitiesTakahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri. 412-415 [doi]
• GPS2Vec: Towards Generating Worldwide GPS EmbeddingsYifang Yin, Zhenguang Liu, Ying Zhang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann. 416-419 [doi]
• Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image AnalysisTao Liu, Lexie Yang, Dalton D. Lunga. 420-423 [doi]
• Scaling Address Parsing Sequence Models through Active LearningHelen Craig, Dragomir Yankov, Renzhong Wang, Pavel Berkhin, Wei Wu. 424-427 [doi]
• Topological Generalization of Continuous Valued Raster DataPadraig Corcoran. 428-431 [doi]
• Flight Delay Prediction using Airport Situational Awareness MapWei Shao 0006, Arian Prabowo, Sichen Zhao, Siyu Tan, Piotr Koniusz, Jeffrey Chan, Xinhong Hei 0001, Bradley Feest, Flora D. Salim. 432-435 [doi]
• Querying Continuous Recurrent Convoys of InterestMunkh-Erdene Yadamjav, Zhifeng Bao, Farhana Murtaza Choudhury, Hanan Samet, Baihua Zheng. 436-439 [doi]
• Routines - A System for Inference, Analysis and Prediction of Users Daily Location Visits: Industrial PaperMichael R. Evans, Renzhong Wang, Dragomir Yankov, Senthil Palanisamy, Siddhartha Arora, Wei Wu. 440-443 [doi]
• DeepTrip: Adversarially Understanding Human Mobility for Trip RecommendationQiang Gao, Goce Trajcevski, Fan Zhou 0002, Kunpeng Zhang, Ting Zhong, Fengli Zhang. 444-447 [doi]
• Semantic-Enhanced Learning (SEL) on Artificial Neural Networks Using the Example of Semantic Location PredictionAntonios Karatzoglou, Michael Beigl. 448-451 [doi]
• DeepMM: Deep Learning Based Map Matching with Data AugmentationKai Zhao, Jie Feng, Zhao Xu, Tong Xia, Lin Chen, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li. 452-455 [doi]
• Predicting Perceived Level of Cycling Safety for Cycling TripsJiahui Wu, Lingzi Hong, Vanessa Frías-Martínez. 456-459 [doi]
• Graph Convolutional Networks for Road NetworksTobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen. 460-463 [doi]
• Learning to Find Hydrological CorrectionsLars Arge, Allan Grønlund, Svend Christian Svendsen, Jonas Tranberg. 464-467 [doi]
• Simple Distances for Trajectories via LandmarksJeff M. Phillips, Pingfan Tang. 468-471 [doi]
• Which One is Correct, The Map or The GPS TraceAbdeltawab M. Hendawi, Sree Sindhu Sabbineni, Jianwei Shen, Yaxiao Song, Peiwei Cao, Zhihong Zhang, John Krumm, Mohamed Ali. 472-475 [doi]
• Linear Hotspot Discovery on All Simple Paths: A Summary of ResultsXun Tang, Jayant Gupta, Shashi Shekhar. 476-479 [doi]
• Conflict-Free Evacuation Route PlannerRoxana Herschelman, KwangSoo Yang. 480-483 [doi]
• Learning Embeddings of Spatial, Textual and Temporal Entities in Geotagged TweetsHong Wei, Janit Anjaria, Hanan Samet. 484-487 [doi]
• ST-Discovery: Data-Driven Discovery of Structural Dependencies in Urban Road NetworksNicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova. 488-491 [doi]
• 20 Years of Mobility Modeling & Prediction: Trends, Shortcomings & PerspectivesVaibhav Kulkarni, Benoît Garbinato. 492-495 [doi]
• klcluster: Center-based Clustering of TrajectoriesKevin Buchin, Anne Driemel, Natasja van de L'Isle, André Nusser. 496-499 [doi]
• DeepSPACE: Approximate Geospatial Query Processing with Deep LearningDimitri Vorona, Andreas Kipf, Thomas Neumann 0001, Alfons Kemper. 500-503 [doi]
• Learning Domain Specific Models for Toponym InterlinkingVassilis Kaffes, Giorgos Giannopoulos, Nikos Karagiannakis, Nontas Tsakonas. 504-507 [doi]
• Breadcrumbs: A Rich Mobility Dataset with Point-of-Interest AnnotationsArielle Moro, Vaibhav Kulkarni, Pierre-Adrien Ghiringhelli, Bertil Chapuis, Kévin Huguenin, Benoît Garbinato. 508-511 [doi]
• Deep Multiple Instance Learning for Human Trajectory IdentificationZipei Fan, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Xuan Song, Kota Tsubouchi. 512-515 [doi]
• Parallel In-Memory Evaluation of Spatial JoinsDimitrios Tsitsigkos, Panagiotis Bouros, Nikos Mamoulis, Manolis Terrovitis. 516-519 [doi]
• Road Network Reconstruction from satellite images with Machine Learning Supported by Topological MethodsTamal K. Dey, Jiayuan Wang, Yusu Wang. 520-523 [doi]
• Efficient Computation of Multi-Modal Public Transit Traffic Assignments using ULTRAJonas Sauer, Dorothea Wagner, Tobias Zündorf. 524-527 [doi]
• Parking Lot Instance Segmentation from Satellite Imagery through Associative EmbeddingsTessa Berry, Nicholas Dronen, Brett Jackson, Ian Endres. 528-531 [doi]
• Push-based Spatial Crowdsourcing for Enriching Semantic Tags in OpenStreetMapSrinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie, Esteban Zimányi. 532-535 [doi]
• A Data-Driven Approach to Understanding and Predicting the Spatiotemporal Availability of Street ParkingMingxiao Li, Song Gao 0001, Yunlei Liang, Joseph Marks, Yuhao Kang, Moyin Li. 536-539 [doi]
• Deformable Part Models for Automatically Georeferencing Historical Map ImagesNicholas R. Howe, Jerod Weinman, John Gouwar, Aabid Shamji. 540-543 [doi]
• REGAL: A Regionalization framework for school boundariesSubhodip Biswas, Fanglan Chen, Zhiqian Chen, Andreea Sistrunk, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan. 544-547 [doi]
• Statistically Discriminative Sub-trajectory Mining with Multiple Testing CorrectionVo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei, Ichiro Takeuchi. 548-551 [doi]
• FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systemsan Yan, Bill Howe. 552-555 [doi]
• The Phase Abstraction for Estimating Energy Consumption and Travel Times for Electric Vehicle Route PlanningPayas Rajan, Chinya V. Ravishankar. 556-559 [doi]
• Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter DataYunfan Kang, Ziang Zhao, Amr Magdy 0001, Win Cowger, Andrew Gray. 560-563 [doi]
• DrugTracker: A Community-focused Drug Abuse Monitoring and Supporting System using Social Media and Geospatial Data (Demo Paper)Han Hu, NhatHai Phan, Xinyue Ye, Ruoming Jin, Kele Ding, Dejing Dou, Huy T. Vo. 564-567 [doi]
• Witnessing Crime through Tweets: A Crime Investigation Tool based on Social MediaPanote Siriaraya, Yihong Zhang 0001, Yuanyuan Wang 0003, Yukiko Kawai, Mohit Mittal, Péter Jeszenszky, Adam Jatowt. 568-571 [doi]
• An Interactive Map-based System for Visually Exploring and Cleaning GPS TracesAbdeltawab M. Hendawi, Sree Sindhu Sabbineni, Jianwei Shen, Yaxiao Song, Peiwei Cao, Zhihong Zhang, John Krumm, Mohamed Ali. 572-575 [doi]
• Simulating Urban Patterns of Life: A Geo-Social Data Generation FrameworkJoon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andrew Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle. 576-579 [doi]
• Spatial Entity Matching with GeoAlign (demo paper)Nelly Barret, Fabien Duchateau, Franck Favetta, Ludovic Moncla. 580-583 [doi]
• A Hybrid Temporal GIS Representation for Coastal DynamicsYounes Hamdani, Rémy Thibaud, Christophe Claramunt. 584-587 [doi]
• CrowdZIP: A System to Improve Reverse ZIP Code Geocoding using Spatial and Crowdsourced Data (Demo Paper)Tunaggina Subrina Khan, Anowarul Kabir, Dieter Pfoser, Andreas Züfle. 588-591 [doi]
• Towards a qualitative analysis of interpolation methods for deformable moving regionsJosé Duarte, Bruno Silva, José Moreira, Paulo Dias, Enrico Miranda, Rogério Luís de Carvalho Costa. 592-595 [doi]
• Height and Facet Extraction from LiDAR Point Cloud for Automatic Creation of 3D Building ModelsPhilip E. Brown, Yaron Kanza, Velin Kounev. 596-599 [doi]
• VROffice: interactive and immersive 3D visualization, manipulation and correlation of multivariable georeferenced datasets in virtual reality (Demo Paper)Pedro Rossa, Rafael Kenji Horota, Alysson Soares Aires, Lucas Silveira Kupssinskü, Carolina Jung Kremer, Eniuce Menezes De Souza, Ademir Marques Jr., Luiz Gonzaga Jr., Maurício Roberto Veronez, Caroline Lessio Cazarin. 600-603 [doi]
• SoloCell: Efficient Indoor Localization Based on Limited Cell Network Information And Minimal FingerprintingHamada Rizk. 604-605 [doi]
• Towards Scalable Spatial Probabilistic Graphical ModelingIbrahim Sabek. 606-607 [doi]
• STGGAN: Spatial-temporal Graph GenerationLiMing Zhang. 608-609 [doi]
• Generating Historical Maps from Online MapsZekun Li. 610-611 [doi]
• SRC: Discovering Human Activity Community in A CityTianyuan Huang. 612-613 [doi]
• Spatial Cluster Detection with Social Media Mobility PatternsRoberto C. S. N. P. Souza. 614-615 [doi]
• A Sampling-based Strategy for Distributing Taxis in a Road Network for Occupancy Maximization (GIS Cup)Kevin Buchin, Irina Kostitsyna, Bram Custers, Martijn Struijs. 616-619 [doi]
• An Effective Partitioning Approach for Competitive Spatial-Temporal Searching (GIS Cup)Qi Hu, Lingfeng Ming, Chengdong Tong, Bolong Zheng. 620-623 [doi]
• Distance-Aware Competitive Spatiotemporal Searching Using Spatiotemporal Resource Matrix Factorization (GIS Cup)Joon-Seok Kim, Dieter Pfoser, Andreas Züfle. 624-627 [doi]
• Optimizing the Spatio-Temporal Resource Search Problem with Reinforcement Learning (GIS Cup)Felix Borutta, Sebastian Schmoll, Sabrina Friedl. 628-631 [doi]