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ORCID26th SIGSPATIAL/GIS 2018: Seattle, WA, USA
- Farnoush Banaei Kashani, Erik G. Hoel, Ralf Hartmut Güting, Roberto Tamassia, Li Xiong:
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2018, Seattle, WA, USA, November 06-09, 2018. ACM 2018, ISBN 978-1-4503-5889-7
Keynotes
- Xin Chen:
HD live maps for automated driving: an AI approach. 1 - Daniel Delling:
Route planning in transportation networks: from research to practice. 2
Research track
- Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
RoadRunner: improving the precision of road network inference from GPS trajectories. 3-12 - Hannah Bast, Patrick Brosi, Sabine Storandt:
Efficient generation of geographically accurate transit maps. 13-22 - Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
Machine-assisted map editing. 23-32 - Nathan Jacobs, Adam Kraft, Muhammad Usman Rafique, Ranti Dev Sharma:
A weakly supervised approach for estimating spatial density functions from high-resolution satellite imagery. 33-42 - Xueqing Deng, Yi Zhu, Shawn D. Newsam
:
What is it like down there?: generating dense ground-level views and image features from overhead imagery using conditional generative adversarial networks. 43-52 - Aaron Lowe, Pankaj K. Agarwal:
Flood-risk analysis on terrains under the multiflow-direction model. 53-62 - Andrew Prescott, Laura Toma:
A multiresolution approach for viewsheds on 2D terrains. 63-72 - Tamraparni Dasu, Yaron Kanza, Divesh Srivastava:
Geofences in the sky: herding drones with blockchains and 5G. 73-76 - Auriol Degbelo, Christian Kray:
Intelligent geovisualizations for open government data (vision paper). 77-80 - Sebastian Schmoll, Matthias Schubert:
Vision paper: reinforcement learning in smart spatio-temporal environments. 81-84 - Ouri Wolfson:
Understanding the human brain via its spatio-temporal properties (vision paper). 85-88 - Sabine Storandt:
Sensible edge weight rounding for realistic path planning. 89-98 - Yan Li, Shashi Shekhar, Pengyue Wang, William F. Northrop:
Physics-guided energy-efficient path selection: a summary of results. 99-108 - Zhe Li, Yu Li, Man Lung Yiu:
Fast similarity search on keyword-induced point groups. 109-118 - Georgios Chatzigeorgakidis, Kostas Patroumpas, Dimitrios Skoutas, Spiros Athanasiou, Spiros Skiadopoulos:
Scalable hybrid similarity join over geolocated time series. 119-128 - Ibrahim Sabek, Mashaal Musleh, Mohamed F. Mokbel:
TurboReg: a framework for scaling up spatial logistic regression models. 129-138 - Aria Rezaei, Jie Gao, Jeff M. Phillips, Csaba D. Tóth:
Improved bounds on information dissemination by Manhattan Random Waypoint model. 139-148 - Sameera Kannangara, Egemen Tanin, Aaron Harwood, Shanika Karunasekera:
Stepping stone graph for public movement analysis. 149-158 - Abhirup Ghosh, Benedek Rozemberczki, Subramanian Ramamoorthy, Rik Sarkar:
Topological signatures for fast mobility analysis. 159-168 - Christopher Jonathan, Mohamed F. Mokbel:
Stella: geotagging images via crowdsourcing. 169-178 - Heba Aly, John Krumm, Gireeja Ranade, Eric Horvitz:
On the value of spatiotemporal information: principles and scenarios. 179-188 - Mohammad Asghari, Cyrus Shahabi:
ADAPT-pricing: a dynamic and predictive technique for pricing to maximize revenue in ridesharing platforms. 189-198 - Shangfu Peng, Jagan Sankaranarayanan, Hanan Samet:
DOS: a spatial system offering extremely high-throughput road distance computations. 199-208 - Abdulaziz Almaslukh, Amr Magdy:
Evaluating spatial-keyword queries on streaming data. 209-218 - Ahmed R. Mahmood, Anas Daghistani, Ahmed M. Aly, MingJie Tang, Saleh M. Basalamah, Sunil Prabhakar, Walid G. Aref:
Adaptive processing of spatial-keyword data over a distributed streaming cluster. 219-228 - Mariem Brahem, Laurent Yeh, Karine Zeitouni:
Efficient astronomical query processing using spark. 229-238 - Samet Ayhan, Pablo Costas, Hanan Samet:
Prescriptive analytics system for long-range aircraft conflict detection and resolution. 239-248 - Dev Oliver, Erik G. Hoel:
A trace framework for analyzing utility networks: a summary of results (industrial paper). 249-258 - Kostas Patroumpas, Nikos Pelekis, Yannis Theodoridis:
On-the-fly mobility event detection over aircraft trajectories. 259-268 - Kaiqun Fu, Zhiqian Chen, Chang-Tien Lu:
StreetNet: preference learning with convolutional neural network on urban crime perception. 269-278 - Maria Sinziana Astefanoaei, Paul Cesaretti, Panagiota Katsikouli, Mayank Goswami, Rik Sarkar:
Multi-resolution sketches and locality sensitive hashing for fast trajectory processing. 279-288 - Yuhan Sun, Mohamed Sarwat:
A generic database indexing framework for large-scale geographic knowledge graphs. 289-298 - Dimitrios Skoutas, Dimitris Sacharidis, Kostas Patroumpas:
Efficient progressive and diversified top-k best region search. 299-308 - Daisuke Yamamoto, Ryosuke Tanaka, Shinsuke Kajioka, Hiroshi Matsuo, Naohisa Takahashi:
Global map matching using BLE beacons for indoor route and stay estimation. 309-318 - Efstratios Rappos, Stephan Robert, Philippe Cudré-Mauroux:
A force-directed approach for offline GPS trajectory map matching. 319-328 - Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner:
Trajectory annotation using sequences of spatial perception. 329-338 - Ahmed Shokry, Marwan Torki, Moustafa Youssef:
DeepLoc: a ubiquitous accurate and low-overhead outdoor cellular localization system. 339-348 - Yiqun Xie, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight:
An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results. 349-358 - Yijun Lin, Nikhit Mago, Yu Gao, Yaguang Li, Yao-Yi Chiang, Cyrus Shahabi, José Luis Ambite:
Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning. 359-368 - Qiang Gao, Goce Trajcevski, Fan Zhou, Kunpeng Zhang, Ting Zhong, Fengli Zhang:
Trajectory-based social circle inference. 369-378 - Nabeel Abdur Rehman, Kunal Relia, Rumi Chunara:
Creating full individual-level location timelines from sparse social media data. 379-388 - Vincent Cohen-Addad, Philip N. Klein, Neal E. Young:
Balanced centroidal power diagrams for redistricting. 389-396
Poster track
- Di Chai, Leye Wang, Qiang Yang:
Bike flow prediction with multi-graph convolutional networks. 397-400 - Moustafa Youssef, Heba Abdelnasser, Patrick Robertson, Maria Garcia Puyol, Etienne Le Grand, Luigi Bruno:
Enabling landmark-based accurate and robust next generation indoor LBSs. 401-403 - Theodoros Chondrogiannis, Panagiotis Bouros, Johann Gamper, Ulf Leser, David B. Blumenthal:
Finding k-dissimilar paths with minimum collective length. 404-407 - Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang:
Adversarial examples in remote sensing. 408-411 - Gregory Kritzman, Torsten Hahmann:
Using commonsensical cardinal directions to describe bordering objects. 412-415 - Reaz Uddin, Chinya V. Ravishankar, Vassilis J. Tsotras:
Indexing moving object trajectories with hilbert curves. 416-419 - Jamyoung Koo, Junghoon Seo, Seunghyun Jeon, Jeongyeol Choe, Taegyun Jeon:
RBox-CNN: rotated bounding box based CNN for ship detection in remote sensing image. 420-423 - Rade Stanojevic, Sofiane Abbar, Mohamed F. Mokbel:
W-edge: weighing the edges of the road network. 424-427 - Padraig Corcoran, Christopher B. Jones:
Robust tracking of objects with dynamic topology. 428-431 - Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Detecting skewness of big spatial data in SpatialHadoop. 432-435 - Ramesh Baral, S. S. Iyengar, Tao Li, Xiaolong Zhu:
HiCaPS: hierarchical contextual POI sequence recommender. 436-439 - Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto:
Replicating urban dynamics by generating human-like agents from smartphone GPS data. 440-443 - Willem Sonke, Marc J. van Kreveld, Tim Ophelders, Bettina Speckmann, Kevin Verbeek:
Volume-based similarity of linear features on terrains. 444-447 - Chaluka Salgado, Muhammad Aamir Cheema, David Taniar:
An efficient approximation algorithm for multi-criteria indoor route planning queries. 448-451 - Rohit Verma, Gyanesha Prajjwal, Bivas Mitra, Sandip Chakraborty:
Mining spatio-temporal data for computing driver stress and observing its effects on driving behavior. 452-455 - Camille Bernard, Christine Plumejeaud-Perreau, Marlène Villanova-Oliver, Jérôme Gensel, Hy Dao:
An ontology-based algorithm for managing the evolution of multi-level territorial partitions. 456-459 - Lukas Rottkamp, Matthias Schubert:
A time-inhomogeneous Markov model for resource availability under sparse observations. 460-463 - Ashwin Shashidharan, Ranga Raju Vatsavai, Ross K. Meentemeyer:
FUTURES-DPE: towards dynamic provisioning and execution of geosimulations in HPC environments. 464-467 - Zhenhua Zhang, Leon Stenneth, Ram Marappan, Zaba Sebastian, Philip S. Yu:
Insert beyond the traffic sign recognition: constructing an auto-pilot map for autonomous vehicles. 468-471 - Eric He, Fan Bai, Vijayakumar Bhagavatula, Curtis Hay:
Signal reconstruction approach for map inference from crowd-sourced GPS traces. 472-475 - Hong Van Le, Atsuhiro Takasu:
Parallelizing top-k frequent spatiotemporal terms computation on key-value stores. 476-479 - Hannah Bast, Patrick Brosi:
Sparse map-matching in public transit networks with turn restrictions. 480-483 - Ting Shen, Haiquan Chen, Wei-Shinn Ku:
Time-aware location sequence recommendation for cold-start mobile users. 484-487 - Thomas C. van Dijk, Dieter Lutz:
Realtime linear cartograms and metro maps. 488-491 - Roxana Ohriniuc, Aaron Reich, KwangSoo Yang:
Coverage constrained spatial Co-clustering. 492-495 - Maria Patrou, Md. Mahbub Alam, Puya Memarzia, Suprio Ray, Virendra C. Bhavsar, Kenneth B. Kent, Gerhard W. Dueck:
DISTIL: a distributed in-memory data processing system for location-based services. 496-499 - Aaron Reich, Roxana Ohriniuc, KwangSoo Yang:
Size constrained k simple polygons. 500-503 - Masamichi Shimosaka, Takeshi Tsukiji, Hideyuki Wada, Kota Tsubouchi:
Predictive population behavior analysis from multiple contexts with multilinear poisson regression. 504-507 - Zhongyu Liu, Xian Liu, John Femiani:
Fine scale registration of walking paths and other ribbon-like features. 508-511 - Rui Zhang, Kevin G. Stanley, Scott Bell, Daniel Fuller:
A feature set for spatial behavior characterization. 512-515 - Zohreh Raghebi, Farnoush Banaei Kashani:
Probabilistic reachability query in evolving spatiotemporal contact networks of moving objects. 516-519 - Hong Wei, Hao Zhou, Jagan Sankaranarayanan, Sudipta Sengupta, Hanan Samet:
Detecting latest local events from geotagged tweet streams. 520-523 - Camila F. Costa, Mario A. Nascimento:
In-route task selection in crowdsourcing. 524-527 - Antonios Karatzoglou, Adrian Jablonski, Michael Beigl:
A Seq2Seq learning approach for modeling semantic trajectories and predicting the next location. 528-531 - Tin Vu, Ahmed Eldawy:
R-Grove: growing a family of R-trees in the big-data forest. 532-535 - Samriddhi Singla, Ahmed Eldawy:
Distributed zonal statistics of big raster and vector data. 536-539 - Yaron Kanza, Eliyahu Safra:
Cryptotransport: blockchain-powered ride hailing while preserving privacy, pseudonymity and trust. 540-543 - Roozbeh Ketabi, Babak Alipour, Ahmed Helmy:
Playing with matches: vehicular mobility through analysis of trip similarity and matching. 544-547 - Biswas Parajuli, Piyush Kumar, Tathagata Mukherjee, Eduardo L. Pasiliao, Sachin Jambawalikar:
Fusion of aerial lidar and images for road segmentation with deep CNN. 548-551 - Shakila Khan Rumi, Ke Deng, Flora D. Salim:
Theft prediction with individual risk factor of visitors. 552-555
Demo track
- Ugur Çayoglu, Jennifer Schröter, Jörg Meyer, Achim Streit, Peter Braesicke:
A modular software framework for compression of structured climate data. 556-559 - Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi:
Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper). 560-563 - Thibaud Mérien, Xavier J. A. Bellekens, David Brosset, Christophe Claramunt:
A spatio-temporal entropy-based approach for the analysis of cyber attacks (demo paper). 564-567 - András Komáromy, Paras Mehta:
LocXplore: a system for profiling urban regions. 568-571 - Sina Rashidian, Xinyu Dong, Shubham Kumar Jain, Fusheng Wang:
EaserGeocoder: integrative geocoding with machine learning (demo paper). 572-575 - Florian Barth, Stefan Funke, Sabine Storandt:
CYCLOPS: CYCLe route options planning service. 576-579 - Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Lars Kulik, Rui Zhang, Jianzhong Qi, Kotagiri Ramamohanarao:
Studying transportation problems with the SMARTS simulator (demo paper). 580-583 - Fatima Hachem, Maria Luisa Damiani:
Periodic stops discovery through density-based trajectory segmentation. 584-587 - Haoyi Xiu, Poliyapram Vinayaraj, Kyoung-Sook Kim, Ryosuke Nakamura, Wanglin Yan:
3D semantic segmentation for high-resolution aerial survey derived point clouds using deep learning (demonstration). 588-591 - Myles Haynes, Abdeltawab M. Hendawi, Mohamed H. Ali:
Pine: a system for crowdsourced spatial data source discovery while map browsing. 592-595 - Ove Andersen, Kristian Torp:
Dynamic spatio-temporal integration of traffic accident data. 596-599 - Hong Wei, Riccardo Fellegara, Yin Wang, Leila De Floriani, Hanan Samet:
Multi-level filtering to retrieve similar trajectories under the Fréchet distance. 600-603 - Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu, Brennan Bell:
rasdaman: Spatio-temporal datacubes on steroids. 604-607 - Oscar Correa, Egemen Tanin, Lars Kulik, Kotagiri Ramamohanarao:
Activity-based ride-sharing in action (demo paper). 608-611
Student research competition
- Louai Alarabi:
Summit: a scalable system for massive trajectory data management. 612-613 - Xiran Zhou:
Transferring scale-independent features to support multi-scale object recognition with deep convolutional neural network. 614-615 - Jazreel Siew Xue Qian, Sean Koh Jia Ming:
Centroid-amenities: an interactive visual analytical tool for exploring and analyzing amenities in singapore. 616-617 - Yuanbin Cheng, Yao-Yi Chiang:
Automatic intersection extraction and building arrangement with StarCraft II maps. 618-619 - Fandel Lin, Hsun-Ping Hsieh:
An intelligent and interactive route planning maker for deploying new transportation services. 620-621
GIS cup
- Salles Viana Gomes Magalhães, W. Randolph Franklin, Ricardo dos Santos Ferreira:
Fast analysis of upstream features on spatial networks (GIS cup). 622-625 - Thomas C. van Dijk, Tobias Greiner, Bas den Heijer, Nadja Henning, Felix Klesen, Andre Löffler:
Wüpstream: efficient enumeration of upstream features (GIS cup). 626-629 - Zach Goldthorpe, Jason Cannon, Jesse Farebrother, Zachary Friggstad, Mario A. Nascimento:
Using biconnected components for efficient identification of upstream features in large spatial networks (GIS cup). 630-633
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