OOIR: Observatory of International Research

Papers

(The TQCC of Geoinformatica is 4. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Multi-type clustering using regularized tensor decomposition	38
Discovery of multi-domain spatiotemporal associations	33
A deformable convolutional time-series prediction network with extreme peak and interval calibration	28
Trajectory compression under bandwidth constraints	25
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction	16
Personalized route recommendation through historical travel behavior analysis	15
Online meta-learning for POI recommendation	14
A multistart and recombination algorithm for finding many unique solutions to spatial aggregation problems	13
The path is the goal: A study on the nature and effects of shortest-path stability under perturbation of destination	12
City indicators for geographical transfer learning: an application to crash prediction	12
Semi-supervised geological disasters named entity recognition using few labeled data	11
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification	11
Convolutional lotus effect dynamic graph neural network for satellite routing	10
SkyEye: continuous processing of moving spatial-keyword queries over moving objects	9
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding	8
SGPAC: generalized scalable spatial GroupBy aggregations over complex polygons	7
A survey of location-based social networks: problems, methods, and future research directions	6
Geographical information system for air traffic optimization using genetic algorithm	6
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning	6
A transformer-based method for vessel traffic flow forecasting	5
DLRD: dual-level network for rumor detection on geo-textual data	5
Efficient nearest-neighbor search on moving objects with durability constraints	5
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning	5
A survey on the computation of representative trajectories	5
An in-place Quickhull algorithm	5

From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea	4
MST-GNN: graph neural network with multi-granularity in space and time for traffic prediction	4
A topology-based approach to individual tree segmentation from airborne LiDAR data	4
Lightweight two dimensional multi-scale large kernel attention network for super-resolution of digital rock	4
Secure spatial remote sensing image matching	4
Towards general-purpose representation learning of polygonal geometries	4
A spatially-aware algorithm for location extraction from structured documents	4
Spatiotemporal characterisation of underwater noise through semantic trajectories	4