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 2021-04-01 to 2025-04-01.)

Article	Citations
Efficient algorithms for community aware ridesharing	29
SGPAC: generalized scalable spatial GroupBy aggregations over complex polygons	26
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning	22
Correction to: Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions	20
Individual and collective stop-based adaptive trajectory segmentation	19
A survey of location-based social networks: problems, methods, and future research directions	17
Multi-type clustering using regularized tensor decomposition	16
A spatially-aware algorithm for location extraction from structured documents	15
Emergency ambulance speed characteristics: a case study of Lesser Poland voivodeship, southern Poland	12
joinTree: A novel join-oriented multivariate operator for spatio-temporal data management in Flink	9
Temporal aggregation bias and Gerrymandering urban time series	9
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters	9
Efficient spatial queries over complex polygons with hybrid representations	8
Foresight plus: serverless spatio-temporal traffic forecasting	8
A geometry-driven neural topic model for trip purpose inference	7
ICN: Interactive convolutional network for forecasting travel demand of shared micromobility	7
Identifying and recommending taxi hotspots in spatio-temporal space	7
A segmented parallel expansion algorithm for keyword-aware optimal route query	7
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems	6
An in-place Quickhull algorithm	5
Correction to: GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning	5
Modeling directional uncertainties in 2D spaces	5
Geographical information system for air traffic optimization using genetic algorithm	5
Big mobility data analytics: recent advances and open problems	4
Understanding evolution of maritime networks from automatic identification system data	4

Harnessing dynamic graph differential operators for efficient data-driven wind prediction	4
Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions	4
DLRD: dual-level network for rumor detection on geo-textual data	4
Physics-aware dual-branch architectures for accurate weather predictions	4
CIME: Context-aware geolocation of emergency-related posts	4
Discovery of multi-domain spatiotemporal associations	4
Probabilistic air quality forecasting using deep learning spatial–temporal neural network	3
Resisting TUL attack: balancing data privacy and utility on trajectory via collaborative adversarial learning	3
Mining targeted spatio-temporal sequential patterns	3
Editor's note	3
Online meta-learning for POI recommendation	3
Continuous frequent contact detection over moving objects	3
Guest Editorial: Special issue on spatial and temporal database management	3
A deformable convolutional time-series prediction network with extreme peak and interval calibration	3
Editorial note for the special issue on smart transportation	3
A multistart and recombination algorithm for finding many unique solutions to spatial aggregation problems	2
LENS: label sparsity-tolerant adversarial learning on spatial deceptive reviews	2
Exploring the evolution, progress, and future of point-of-interest recommendation over location-based social network: a comprehensive review	2
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction	2
A transformer-based method for vessel traffic flow forecasting	2
A case study of spatiotemporal forecasting techniques for weather forecasting	2
Correction to: Introduction to the special issue on smart transportation	2
Semi-supervised geological disasters named entity recognition using few labeled data	1
Cost-effective and adaptive clustering algorithm for stream processing on cloud system	1
A survey on the computation of representative trajectories	1
Meta-learning based passenger flow prediction for newly-operated stations	1
Fair routing in MoE for distributed spatial data: a combinatorial multi-armed bandit solution	1
Opportunistic package delivery as a service on road networks	1
Accuracy of UAV-based DEMs without ground control points	1
Multilingual spatial domain natural language interface to databases	1
GeoBalance: workload-aware partitioning of real-time spatiotemporal data	1
City indicators for geographical transfer learning: an application to crash prediction	1
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning	1
Personalized route recommendation through historical travel behavior analysis	1
Editor’s note	1
Learning the micro-environment from rich trajectories in the context of mobile crowd sensing	1
NALMO: Transforming Queries in Natural Language for Moving Objects Databases	1
Efficient computation of map algebra over raster data stored in the k2-acc compact data structure	1
ASNN-FRR: A traffic-aware neural network for fastest route recommendation	1
Periodicity aware spatial-temporal adaptive hypergraph neural network for traffic forecasting	1
3D-VoCC: 3D vortex correlation clustering on spatial data based on masked hough transform	1
Special issue on the 5th International Workshop on Big Mobility Data Analytics (BMDA’23)	1
Graph neural network based model for multi-behavior session-based recommendation	1