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 2020-07-01 to 2024-07-01.)

Article	Citations
MTLM: a multi-task learning model for travel time estimation	25
Building navigation networks from multi-vessel trajectory data	19
Towards a semantic indoor trajectory model: application to museum visits	17
Hidden Markov map matching based on trajectory segmentation with heading homogeneity	15
Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions	15
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects	14
Graph neural network based model for multi-behavior session-based recommendation	14
CIME: Context-aware geolocation of emergency-related posts	14
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction	13
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems	11
AP-GAN: Adversarial patch attack on content-based image retrieval systems	9
Towards general-purpose representation learning of polygonal geometries	9
Probabilistic forecasting using deep generative models	7
Cost estimation of spatial join in spatialhadoop	7
Big mobility data analytics: recent advances and open problems	7
A survey of location-based social networks: problems, methods, and future research directions	7
Emergency ambulance speed characteristics: a case study of Lesser Poland voivodeship, southern Poland	7
An analysis of twitter as a relevant human mobility proxy	6
From reanalysis to satellite observations: gap-filling with imbalanced learning	6
Personalized route recommendation through historical travel behavior analysis	6
Learning the micro-environment from rich trajectories in the context of mobile crowd sensing	5
Scalable enrichment of mobility data with weather information	5
Semi-supervised geological disasters named entity recognition using few labeled data	5
On discovering motifs and frequent patterns in spatial trajectories with discrete Fréchet distance	5
Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects	5

Accuracy of UAV-based DEMs without ground control points	4
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters	4
A topology-based approach to individual tree segmentation from airborne LiDAR data	4
Distributed mining of convoys in large scale datasets	4
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea	4
Online meta-learning for POI recommendation	4
Route intersection reduction with connected autonomous vehicles	4
Porting disk-based spatial index structures to flash-based solid state drives	3
City indicators for geographical transfer learning: an application to crash prediction	3
Geographical information system for air traffic optimization using genetic algorithm	3
Unified active and semi-supervised learning for hyperspectral image classification	3
Cost-effective and adaptive clustering algorithm for stream processing on cloud system	3
Efficient computation of map algebra over raster data stored in the k2-acc compact data structure	3
A spatially-aware algorithm for location extraction from structured documents	3
Finding the most navigable path in road networks	3
ASNN-FRR: A traffic-aware neural network for fastest route recommendation	3
Understanding evolution of maritime networks from automatic identification system data	3
Test-data generation and integration for long-distance e-vehicle routing	2
Conflict-Free Evacuation Route Planning	2
Probabilistic air quality forecasting using deep learning spatial–temporal neural network	2
MSCNet: Dense vehicle counting method based on multi-scale dilated convolution channel-aware deep network	2
Contextual location recommendation for location-based social networks by learning user intentions and contextual triggers	2
Online fleet monitoring with scalable event recognition and forecasting	2
Reverse keyword-based location search on road networks	2
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification	2
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning	2
Size constrained k simple polygons	1
NALMO: Transforming Queries in Natural Language for Moving Objects Databases	1
Correction to: Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions	1
Individual and collective stop-based adaptive trajectory segmentation	1
Special issue on geospatial artificial intelligence	1
An information fusion approach for conflating labeled point-based time-series data	1
Terrain trees: a framework for representing, analyzing and visualizing triangulated terrains	1
Spatiotemporal event sequence discovery without thresholds	1
Opportunistic package delivery as a service on road networks	1
Correction to: Introduction to the special issue on smart transportation	1
joinTree: A novel join-oriented multivariate operator for spatio-temporal data management in Flink	1
Query the trajectory based on the precise track: a Bloom filter-based approach	1
Creating contiguous service areas around points of dispensing for resource distribution during bio-emergencies	1
Editor’s note	1
Predicting Co-movement patterns in mobility data	1
Meta-learning based passenger flow prediction for newly-operated stations	1
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning	1
Temporal aggregation bias and Gerrymandering urban time series	1
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding	1
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning	1
Optimizing vessel trajectory compression for maritime situational awareness	1