Using parallel hierarchical clustering to address spatial big data challenges

2016 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2016.7840913 ◽

2016 ◽

Author(s):

Alan Woodley ◽

Ling-Xiang Tang ◽

Shlomo Geva ◽

Richi Nayak ◽

Timothy Chappell

Keyword(s):

Big Data ◽

Hierarchical Clustering ◽

Spatial Big Data

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A Frequency Domain Method for the Estimation and Forecasting of Spatial Big Data

SSRN Electronic Journal ◽

10.2139/ssrn.3402752 ◽

2019 ◽

Author(s):

Javier Fernandez-Macho

Keyword(s):

Big Data ◽

Frequency Domain ◽

Frequency Domain Method ◽

Domain Method ◽

Spatial Big Data

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Analytics on public transport delays with spatial big data

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data - BigSpatial '16 ◽

10.1145/3006386.3006387 ◽

2016 ◽

Author(s):

Jayanth Raghothama ◽

Vinutha Magal Shreenath ◽

Sebastiaan Meijer

Keyword(s):

Big Data ◽

Public Transport ◽

Spatial Big Data

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A Speculative Concurrency Control in Real-Time Spatial Big Data Using Real-Time Nested Spatial Transactions and Imprecise Computation

2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA) ◽

10.1109/aiccsa.2017.8 ◽

2017 ◽

Author(s):

Sana Hamdi ◽

Emna Bouazizi ◽

Sami Faiz

Keyword(s):

Big Data ◽

Real Time ◽

Concurrency Control ◽

Spatial Big Data ◽

Imprecise Computation

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Temporal and spatial heterogeneity research of urban anthropogenic heat emissions based on multi-source spatial big data fusion for Xi’an, China

Energy and Buildings ◽

10.1016/j.enbuild.2021.110884 ◽

2021 ◽

Vol 240 ◽

pp. 110884

Author(s):

Duo Xu ◽

Dian Zhou ◽

Yupeng Wang ◽

Xiangzhao Meng ◽

Zhaolin Gu ◽

...

Keyword(s):

Big Data ◽

Data Fusion ◽

Spatial Heterogeneity ◽

Anthropogenic Heat ◽

Spatial Big Data ◽

Temporal And Spatial ◽

Temporal And Spatial Heterogeneity

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A Study on Concept and Services Framework of Geo-Spatial Big Data

Journal of Korea Spatial Information Society ◽

10.12672/ksis.2014.22.6.013 ◽

2014 ◽

Vol 22 (6) ◽

pp. 13-21 ◽

Author(s):

Seon Cheol Yu ◽

Won Wook Choi ◽

Dong Bin Shin ◽

Jong Wook Ahn

Keyword(s):

Big Data ◽

Spatial Big Data

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The Cross-agency Sharing Scheme and Data Quality Evaluation —— A Case study of Geo-spatial big Data

Journal of Physics Conference Series ◽

10.1088/1742-6596/1955/1/012014 ◽

2021 ◽

Vol 1955 (1) ◽

pp. 012014

Author(s):

Yi Bai ◽

Song Li ◽

Wei Zhang

Keyword(s):

Big Data ◽

Data Quality ◽

Quality Evaluation ◽

Sharing Scheme ◽

Spatial Big Data ◽

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A basis of spatial big data analysis with map-matching system

Cluster Computing ◽

10.1007/s10586-017-1014-1 ◽

2017 ◽

Vol 20 (3) ◽

pp. 2177-2192 ◽

Author(s):

Wonhee Cho ◽

Eunmi Choi

Keyword(s):

Big Data ◽

Data Analysis ◽

Big Data Analysis ◽

Map Matching ◽

Spatial Big Data

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Trend Analysis Using Agglomerative Hierarchical Clustering Approach for Time Series Big Data

10.1007/978-3-030-70296-0_67 ◽

2021 ◽

pp. 869-876

Author(s):

P. Subbulakshmi ◽

S. Vimal ◽

M. Kaliappan ◽

Y. Harold Robinson ◽

Mucheol Kim

Keyword(s):

Time Series ◽

Big Data ◽

Trend Analysis ◽

Hierarchical Clustering ◽

Agglomerative Hierarchical Clustering ◽

Clustering Approach

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Spatial Big Data and Urban Analytics: An Introduction

Geospatial Data Analytics and Urban Applications - Advances in 21st Century Human Settlements ◽

10.1007/978-981-16-7649-9_1 ◽

2022 ◽

pp. 1-9

Author(s):

Sandeep Narayan Kundu

Keyword(s):

Big Data ◽

Spatial Big Data

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Hierarchical Clustering in Scalable Distributed Two-Layer Datastore for Big Data as a Service

2018 Sixth International Conference on Enterprise Systems (ES) ◽

10.1109/es.2018.00029 ◽

2018 ◽

Author(s):

Adam Krechowicz ◽

Stanislaw Deniziak

Keyword(s):

Big Data ◽

Hierarchical Clustering ◽

Data As A Service

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