• Suche: "Spatial data structures"

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1

Doubly regularized generalized linear models for spatial observations with high-dimensional covariates.
Sondhi, Arjun ; Cheng, Si ; Shojaie, Ali
Journal of the Royal Statistical Society: Series C (Applied Statistics). Dec2025, Vol. 74 Issue 5, p1279-1300. 22p.

Disease mapping Spatial data structures Statistical models Convex programming Predictive validity Social network theory
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2

Robust Variable Selection Method with Prior Information for Spatial Quantile Autoregressive Model.
Song, Yunquan ; Yang, Rui ; He, Dongmei
Networks & Spatial Economics. Dec2025, Vol. 25 Issue 4, p985-1011. 27p.

Endogeneity (Econometric... Quantile regression Spatial data structures Statistical models Feature extraction Mathematical regularizat...
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3

STAAR-FM: Scalable Terrain-Aware Adaptive Resolution Framework for Flow Modeling
Biehler, Deven ; Stirewalt, Tashi ; Abou-Harb, Zayn ; et al.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Geospatial Simulation. :21-32

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4

High‐Performance Elliptical Cone Tracing.
Emre, U. ; Kanak, A. ; Steinberg, S.
Computer Graphics Forum. Oct2025, Vol. 44 Issue 7, p1-11. 11p.

Mathematical optimizatio... Conic sections Spatial data structures Collision detection (Com...
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5

Moran's I lasso for models with spatially correlated data.
Barde, Sylvain ; Cherodian, Rowan ; Tchuente, Guy
Econometrics Journal. Sep2025, Vol. 28 Issue 3, p423-441. 19p.

Home prices Spatial data structures Eigenanalysis Robust statistics Geographic spatial analy... Selection bias (Statisti...
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6

Leveraging Space Filling Curves for Efficient Storage and Processing of Spatial Data in the Data LakeHouse.
Ait Errami, Soukaina ; Hajji, Hicham ; Ait El Kadi, Kenza ; et al.
Transactions in GIS. Nov2025, Vol. 29 Issue 7, p1-16. 16p.

Big data Information storage & re... Information retrieval Spatial data structures Data compression Data management
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7

A Spatially Constrained Infomap for Spatial Community Detection.
Cai, Haonan ; Liu, Wenkai ; Xing, Hanfa ; et al.
Transactions in GIS. Sep2025, Vol. 29 Issue 6, p1-15. 15p.

Optimization algorithms Spatial data structures Geographic spatial analy... Mathematical mappings Xiamen Shi (China)
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8

Weighted CART with spatially split rules: A new kernel-based approach in spatial classification trees.
Alami, Tahereh ; Doostparast, Mahdi
Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 22, p7336-7361. 26p.

Machine learning Spatial data structures Spatial variation Geographic spatial analy...
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9

Research on Public Space Interior Environmental Planning and Design Method Based on BIM Topological Relationships.
Kun, Yao
International Journal of High Speed Electronics & Systems. Sep2025, Vol. 34 Issue 3, p1-16. 16p.

Public spaces Spatial data structures Sustainable design Building information mod... Environmental protection...
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10

G. Tunnicliffe-Wilson's contribution to the Discussion of 'New tools for network time series with an application to COVID-19 hospitalisations' by Nason et al.
Wilson, Granville Tunnicliffe
Journal of the Royal Statistical Society: Series A (Statistics in Society). Jan2026, Vol. 189 Issue 1, p185-186. 2p.

COVID-19 Statistical correlation Spatial data structures Sampling errors Time-varying networks
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11

Automatic Building Aggregation Supported by Knowledge Graph.
Su, Youneng ; Xu, Qing ; Zhu, Xinming ; et al.
Transactions in GIS. Apr2025, Vol. 29 Issue 2, p1-21. 21p.

Knowledge graphs Spatial data structures Cartography Proximity spaces
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12

Power Grid Service Data Management Model Based on Four-Cross Tree Method.
Xu, Min ; Tang, Li ; Zhu, Yanjie ; et al.
International Journal of High Speed Electronics & Systems. May2025, Vol. 34 Issue 1, p1-22. 22p.

Database management Information retrieval Spatial data structures Data management Grids (Cartography)
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13

Location and spatial specificities: contributions from spatial economics.
Fratesi, Ugo ; Abreu, Maria ; Bond-Smith, Steven ; et al.
Spatial Economic Analysis. Dec2024, Vol. 19 Issue 4, p521-526. 6p.

Space in economics Polarization (Economics) Industrial efficiency Analysis of variance Spatial data structures
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14

Geo-Object-Reader: a template filling method to jointly extract complex spatial information about geological objects.
Chu, Deping ; Wan, Bo ; Fang, Fang ; et al.
International Journal of Geographical Information Science. Feb2026, Vol. 40 Issue 2, p506-534. 29p.

Geospatial data Spatio-temporal variatio... Earth sciences Graph neural networks Geological formations Spatial data structures
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15

Decision making under uncertainty: increasing the impact of public Participatory GIS.
Huck, Jonathan J. ; Denwood, Timna ; Taylor, Joanna E.
International Journal of Geographical Information Science. Jan2026, Vol. 40 Issue 1, p237-257. 21p.

Uncertainty (Information... Geographic information s... Dempster-Shafer theory Spatial data structures Bayes' theorem Decision making …
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16

Synthesizing event semantics for geographical entity representation.
Li, Shengwen ; Liu, Kaiyue ; Chen, Renyao ; et al.
International Journal of Geographical Information Science. Dec2025, Vol. 39 Issue 12, p2839-2861. 23p.

Knowledge representation... Semantics Machine learning Encoding Context-aware computing Spatial data structures
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17

A novel approach for cluster detection in trajectory data with low cluster-to-noise density ratio.
Fang, Zidong ; Pei, Tao ; Liu, Xiaohan ; et al.
International Journal of Geographical Information Science. Dec2025, Vol. 39 Issue 12, p2738-2767. 30p.

Spatial behavior Outlier detection Probability density func... Spatial data structures Pattern perception
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18

VERNE: A Spatial Data Structure Representing Railway Networks for Autonomous Robot Navigation
Joly, L. ; Lacorre, V. ; Wolff, K.
IEEE Open Journal of Vehicular Technology IEEE Open J. Veh. Technol. Vehicular Technology, IEEE Open Journal of. 7:1-14 2026

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19

An Optimization-Based Aggregation Approach with Triangular Intuitionistic Fuzzy Numbers in High-Dimensional Multi-Attribute Decision-Making.
Qian, Yanshan ; Qiu, Junda ; Tang, Jiali ; et al.
Information. Nov2025, Vol. 16 Issue 11, p1010. 28p.

Optimization algorithms Multiple criteria decisi... Fuzzy numbers Global optimization Fuzzy algorithms Multisensor data fusion …
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20

A probabilistic optimal estimation method for detecting spatial fuzzy communities.
He, Xiao ; Liu, Baoju ; Shi, Yan ; et al.
International Journal of Geographical Information Science. Oct2025, Vol. 39 Issue 10, p2267-2299. 33p.

Cities & towns Human locomotion Bayes' estimation Traffic estimation Spatial data structures Spatial behavior
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