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BigSpatial@SIGSPATIAL
2012
2016
2018
2023
2012
2023
Keyphrases
Publications
2023
Aggelos Karabinos
,
Panagiotis Tampakis
,
Christos Doulkeridis
,
Akrivi Vlachou
Processing of Spatial-Keyword Range Queries in Apache Spark.
BigSpatial@SIGSPATIAL
(2023)
Congying Wang
,
Jia Yu
,
Zhuoyue Zhao
GLIN: A (G)eneric (L)earned (In)dexing Mechanism for Complex Geometries.
BigSpatial@SIGSPATIAL
(2023)
Zhuocheng Mei
,
Ranga Raju Vatsavai
,
Rada Chirkova
Q-learning Based Simulation Tool for Studying Effectiveness of Dynamic Application of Fertilizer on Crop Productivity.
BigSpatial@SIGSPATIAL
(2023)
Yang He
,
Emre Eftelioglu
,
Mohamed Moustafa
,
Amber Roy Chowdhury
A Highly Efficient and Effective Attribute Learning Framework for Road Graph from Aerial Imagery and GPS.
BigSpatial@SIGSPATIAL
(2023)
Proceedings of the 11th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2023, Hamburg, Germany, 13 November 2023
BigSpatial@SIGSPATIAL
(2023)
2022
Yan Li
,
Majid Farhadloo
,
Santhoshi Krishnan
,
Yiqun Xie
,
Timothy L. Frankel
,
Shashi Shekhar
,
Arvind Rao
CSCD: towards spatially resolving the heterogeneous landscape of MxIF oncology data.
BigSpatial@SIGSPATIAL
(2022)
Emre Eftelioglu
,
Ravi Garg
,
Vaibhav Kango
,
Chintan Gohil
,
Amber Roy Chowdhury
RING-Net: road inference from GPS trajectories using a deep segmentation network.
BigSpatial@SIGSPATIAL
(2022)
Lu Chen
,
Dejun Teng
,
Tian Zhu
,
Jun Kong
,
Bruce W. Herr
,
Andreas Bueckle
,
Katy Börner
,
Fusheng Wang
Real-time spatial registration for 3D human atlas.
BigSpatial@SIGSPATIAL
(2022)
Martin Werner
,
Hao Li
AtlasHDF: an efficient big data framework for GeoAI.
BigSpatial@SIGSPATIAL
(2022)
Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2022, Seattle, Washington, 1 November 2022
BigSpatial@SIGSPATIAL
(2022)
Yuhei Senuma
,
Zhao Wang
,
Yuusuke Nakano
,
Jun Ohya
GEAR: a graph edge attention routing algorithm solving combinatorial optimization problem with graph edge cost.
BigSpatial@SIGSPATIAL
(2022)
2020
Krishna Karthik Gadiraju
,
Ranga Raju Vatsavai
Comparative analysis of deep transfer learning performance on crop classification.
BigSpatial@SIGSPATIAL
(2020)
Jordane Dorne
,
Nathalie Aussenac-Gilles
,
Catherine Comparot
,
Cássia Trojahn
,
Romain Hugues
Giving meaning to unsupervised EO change detection rasters: a semantic-driven approach.
BigSpatial@SIGSPATIAL
(2020)
Mai Dahshan
,
Leanna House
,
Nicholas F. Polys
High-dimensional spatial simulation ensemble analysis.
BigSpatial@SIGSPATIAL
(2020)
Ksenia D. Mukhina
,
Alexander A. Visheratin
,
Denis A. Nasonov
Convolutional neural networks with hierarchical context transfer for high-resolution spatiotemporal predictions.
BigSpatial@SIGSPATIAL
(2020)
BIGSPATIAL '20: Proceedings of the 9th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2020, Seattle, WA, USA, November 3, 2020
BigSpatial@SIGSPATIAL
(2020)
Yulin Cao
,
Butros M. Dahu
,
Grant J. Scott
A geographic computational visual feature database for natural and anthropogenic phenomena analysis from multi-resolution remote sensing imagery.
BigSpatial@SIGSPATIAL
(2020)
Stefan Oehmcke
,
Tzu-Hsin Karen Chen
,
Alexander V. Prishchepov
,
Fabian Gieseke
Creating cloud-free satellite imagery from image time series with deep learning.
BigSpatial@SIGSPATIAL
(2020)
Florian Barth
,
Stefan Funke
,
Tobias Skovgaard Jepsen
,
Claudius Proissl
Scalable unsupervised multi-criteria trajectory segmentation and driving preference mining.
BigSpatial@SIGSPATIAL
(2020)
2019
Mohamed S. Bakli
,
Mahmoud Attia Sakr
,
Esteban Zimányi
Distributed moving object data management in MobilityDB.
BigSpatial@SIGSPATIAL
(2019)
Ranga Raju Vatsavai
,
Bharathkumar Ramachandra
,
Zexi Chen
,
John Jernigan
geoEdge: a real-time analytics framework for geospatial applications.
BigSpatial@SIGSPATIAL
(2019)
Arjun Subramanyam Varalakshmi
,
Chong Wang
,
Christoph F. Eick
Fast proximity graph generation with spark.
BigSpatial@SIGSPATIAL
(2019)
Alberto Belussi
,
Damiano Carra
,
Sara Migliorini
,
Mauro Negri
Efficient MapReduce computation of topological relations for big geometries.
BigSpatial@SIGSPATIAL
(2019)
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2019, Chicago, IL, USA, November 5th, 2019.
BigSpatial@SIGSPATIAL
(2019)
2018
Peter Baumann
,
Katrin Kohler
,
Vlad Merticariu
,
Ismoil Isroilov
Using Datacube Technology for In-Situ-Enhanced Precision Farming.
BigSpatial@SIGSPATIAL
(2018)
Mengyu Ma
,
Wei Xiong
,
Luo Chen
,
Ning Guo
,
Jun Li
,
Ning Jing
HiAccess: High-resolution Accessibility Analysis with High Performance Geographic Information System.
BigSpatial@SIGSPATIAL
(2018)
Arun Sharma
,
Syed Mohammed Arshad Zaidi
,
Varun Chandola
,
Melissa R. Allen
,
Budhendra L. Bhaduri
WebGIobe - A cloud-based geospatial analysis framework for interacting with climate data.
BigSpatial@SIGSPATIAL
(2018)
W. Randolph Franklin
,
Salles Viana Gomes de Magalhães
,
Marcus Vinícius Alvim Andrade
Data Structures for Parallel Spatial Algorithms on Large Datasets (Vision paper).
BigSpatial@SIGSPATIAL
(2018)
Nathan Pool
,
Ranga Raju Vatsavai
Deformable Part Models for Complex Object Detection in Remote Sensing Imagery.
BigSpatial@SIGSPATIAL
(2018)
Martin Werner
Spatial Data Locality in Scalable and Fault-tolerant Distributed Spatial Computing Systems.
BigSpatial@SIGSPATIAL
(2018)
Md. Mahbub Alam
,
Suprio Ray
,
Virendra C. Bhavsar
A Performance Study of Big Spatial Data Systems.
BigSpatial@SIGSPATIAL
(2018)
Haowen Lin
,
Yao-Yi Chiang
An Uncertainty Aware Method for Geographic Data Conflation.
BigSpatial@SIGSPATIAL
(2018)
Shen Ren
,
Bo Yang
,
Liye Zhang
,
Zengxiang Li
Traffic Speed Prediction with Convolutional Neural Network Adapted for Non-linear Spatio-temporal Dynamics.
BigSpatial@SIGSPATIAL
(2018)
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2018, Seattle, WA, USA, November 6, 2018
BigSpatial@SIGSPATIAL
(2018)
2017
Proceedings of the 6th ACM SIGSPATIAL Workshop on Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2017, Redondo Beach, CA, USA, November 7, 2017
BigSpatial@SIGSPATIAL
(2017)
Thomas Devogele
,
Laurent Étienne
,
Maxence Esnault
,
Florian Lardy
Optimized Discrete Fréchet Distance between trajectories.
BigSpatial@SIGSPATIAL
(2017)
Shaohua Wang
,
Yang Zhong
,
Hao Lu
,
Erqi Wang
,
Weiying Yun
,
Wenwen Cai
Geospatial Big Data Analytics Engine for Spark.
BigSpatial@SIGSPATIAL
(2017)
W. Randolph Franklin
,
Salles V. G. Magalhães
Parallel intersection detection in massive sets of cubes.
BigSpatial@SIGSPATIAL
(2017)
Michael Beckemeyer
,
Jan Vahrenhold
Bulk-Loading an Index for Temporally Overlaying Spatio-Textual Trajectories.
BigSpatial@SIGSPATIAL
(2017)
Andres Ramirez
,
Maryam Rahnemoonfar
Improved Locally Linear Embedding for Big-data Classification.
BigSpatial@SIGSPATIAL
(2017)
Ying Lu
,
Juan A. Colmenares
Efficient Detection of Points of Interest from Georeferenced Visual Content.
BigSpatial@SIGSPATIAL
(2017)
2016
Weiwei Duan
,
Yao-Yi Chiang
Building knowledge graph from public data for predictive analysis: a case study on predicting technology future in space and time.
BigSpatial@SIGSPATIAL
(2016)
Alexandre Sorokine
,
Rajasekar Karthik
,
Anthony King
,
Budhendra L. Bhaduri
Big data as a service from an urban information system.
BigSpatial@SIGSPATIAL
(2016)
Jayanth Raghothama
,
Vinutha Magal Shreenath
,
Sebastiaan A. Meijer
Analytics on public transport delays with spatial big data.
BigSpatial@SIGSPATIAL
(2016)
Simin You
,
Jianting Zhang
,
Le Gruenwald
High-performance polyline intersection based spatial join on GPU-accelerated clusters.
BigSpatial@SIGSPATIAL
(2016)
Sara Migliorini
,
Alberto Belussi
,
Mauro Negri
,
Giuseppe Pelagatti
Towards massive spatial data validation with SpatialHadoop.
BigSpatial@SIGSPATIAL
(2016)
Joon Heo
,
Sanghyun Yoon
,
Won Seob Oh
,
Jong Won Ma
,
Sungha Ju
,
Sung Bum Yun
Spatial computing goes to education and beyond: can semantic trajectory characterize students?
BigSpatial@SIGSPATIAL
(2016)
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2016, Burlingame, California, USA, October 31, 2016
BigSpatial@SIGSPATIAL
(2016)
Gilberto Câmara
,
Luiz Fernando Assis
,
Gilberto Ribeiro de Queiroz
,
Karine Reis Ferreira
,
Eduardo Llapa
,
Lúbia Vinhas
Big earth observation data analytics: matching requirements to system architectures.
BigSpatial@SIGSPATIAL
(2016)
Qiang Zhang
,
Ranga Raju Vatsavai
,
Ashwin Shashidharan
,
Derek B. van Berkel
Agent based urban growth modeling framework on Apache Spark.
BigSpatial@SIGSPATIAL
(2016)