OOIR: Observatory of International Research

Papers

(The median citation count of Geoinformatica is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)

Article	Citations
Multi-type clustering using regularized tensor decomposition	32
Trajectory compression under bandwidth constraints	31
Discovery of multi-domain spatiotemporal associations	27
A deformable convolutional time-series prediction network with extreme peak and interval calibration	24
Online meta-learning for POI recommendation	21
A multistart and recombination algorithm for finding many unique solutions to spatial aggregation problems	15
Semi-supervised geological disasters named entity recognition using few labeled data	12
City indicators for geographical transfer learning: an application to crash prediction	12
Personalized route recommendation through historical travel behavior analysis	12
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification	11
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction	11
Convolutional lotus effect dynamic graph neural network for satellite routing	11
SkyEye: continuous processing of moving spatial-keyword queries over moving objects	10
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding	9
SGPAC: generalized scalable spatial GroupBy aggregations over complex polygons	9
A survey of location-based social networks: problems, methods, and future research directions	7
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning	7
CIME: Context-aware geolocation of emergency-related posts	6
An in-place Quickhull algorithm	6
A survey on the computation of representative trajectories	5
Geographical information system for air traffic optimization using genetic algorithm	5
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning	5
Efficient nearest-neighbor search on moving objects with durability constraints	5
DLRD: dual-level network for rumor detection on geo-textual data	5
Secure spatial remote sensing image matching	4

Towards general-purpose representation learning of polygonal geometries	4
Unified active and semi-supervised learning for hyperspectral image classification	4
A transformer-based method for vessel traffic flow forecasting	4
Lightweight two dimensional multi-scale large kernel attention network for super-resolution of digital rock	4
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea	4
A topology-based approach to individual tree segmentation from airborne LiDAR data	4
Spatiotemporal characterisation of underwater noise through semantic trajectories	4
MST-GNN: graph neural network with multi-granularity in space and time for traffic prediction	4
NALMO: Transforming Queries in Natural Language for Moving Objects Databases	3
Modeling directional uncertainties in 2D spaces	3
GeoBalance: workload-aware partitioning of real-time spatiotemporal data	3
Guest Editorial: Special issue on spatial and temporal database management	3
A spatially-aware algorithm for location extraction from structured documents	3
Traffic forecasting with patch-based graph convolutional recurrent network	3
Multilingual spatial domain natural language interface to databases	3
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters	3
Editor's note	3
Exploring the evolution, progress, and future of point-of-interest recommendation over location-based social network: a comprehensive review	2
Time-constrained indoor keyword-aware routing: foundations and extensions	2
Rotation invariant GPS trajectory mining	2
Creating contiguous service areas around points of dispensing for resource distribution during bio-emergencies	2
Trajectory generation: a survey on methods and techniques	2
Probabilistic air quality forecasting using deep learning spatial–temporal neural network	2
Highway systems: How good are they, really?	2
Meta-learning based passenger flow prediction for newly-operated stations	2
Terrain trees: a framework for representing, analyzing and visualizing triangulated terrains	2
Porting disk-based spatial index structures to flash-based solid state drives	2
MobilityDL: a review of deep learning from trajectory data	2
Temporal aggregation bias and Gerrymandering urban time series	1
Resisting TUL attack: balancing data privacy and utility on trajectory via collaborative adversarial learning	1
3D-VoCC: 3D vortex correlation clustering on spatial data based on masked hough transform	1
Periodicity aware spatial-temporal adaptive hypergraph neural network for traffic forecasting	1
Weakly supervised deep learning for fine-grained socioeconomic development index inference based on satellite imagery	1
Understanding evolution of maritime networks from automatic identification system data	1
Foresight plus: serverless spatio-temporal traffic forecasting	1
A geometry-driven neural topic model for trip purpose inference	1
Efficient spatial queries over complex polygons with hybrid representations	1
Fair routing in MoE for distributed spatial data: a combinatorial multi-armed bandit solution	1
Fast slope algorithm with the use of vectorization and parallelization for multicore architectures	1
Keeping an eye on moving objects: processing continuous spatial-keyword range queries	1
Special issue on geospatial artificial intelligence	1
A segmented parallel expansion algorithm for keyword-aware optimal route query	1
Individual and collective stop-based adaptive trajectory segmentation	1
Efficient computation of map algebra over raster data stored in the k2-acc compact data structure	1
$$\text {MA}^{2}\text {Traj} $$: Diffusion network with multi-attribute aggregation for trajectory generation	1
Online fleet monitoring with scalable event recognition and forecasting	1
Correction to: GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning	1