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 2021-06-01 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
SGPAC: generalized scalable spatial GroupBy aggregations over complex polygons	9
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding	9
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning	7
A survey of location-based social networks: problems, methods, and future research directions	7
CIME: Context-aware geolocation of emergency-related posts	6
An in-place Quickhull algorithm	6
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
A survey on the computation of representative trajectories	5
Geographical information system for air traffic optimization using genetic algorithm	5
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
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