(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 2020-04-01 to 2024-04-01.)
MTLM: a multi-task learning model for travel time estimation24
Building navigation networks from multi-vessel trajectory data18
MongoDB Vs PostgreSQL: A comparative study on performance aspects17
SWS: an unsupervised trajectory segmentation algorithm based on change detection with interpolation kernels17
Towards a semantic indoor trajectory model: application to museum visits16
Hidden Markov map matching based on trajectory segmentation with heading homogeneity14
Graph neural network based model for multi-behavior session-based recommendation12
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects11
Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions11
CIME: Context-aware geolocation of emergency-related posts11
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction9
AP-GAN: Adversarial patch attack on content-based image retrieval systems8
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems8
A secure location-based alert system with tunable privacy-performance trade-off7
Emergency ambulance speed characteristics: a case study of Lesser Poland voivodeship, southern Poland7
An analysis of twitter as a relevant human mobility proxy6
Probabilistic forecasting using deep generative models6
Towards general-purpose representation learning of polygonal geometries6
Cost estimation of spatial join in spatialhadoop6
From reanalysis to satellite observations: gap-filling with imbalanced learning6
A survey of location-based social networks: problems, methods, and future research directions6
Personalized route recommendation through historical travel behavior analysis5
Scalable enrichment of mobility data with weather information5
Learning the micro-environment from rich trajectories in the context of mobile crowd sensing5
SHAREK*: A Scalable Matching Method for Dynamic Ride Sharing5
Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects5
Distributed mining of convoys in large scale datasets4
SST: Synchronized Spatial-Temporal Trajectory Similarity Search4
On discovering motifs and frequent patterns in spatial trajectories with discrete Fréchet distance4
Semi-supervised geological disasters named entity recognition using few labeled data4
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea4
Online meta-learning for POI recommendation4
Unified active and semi-supervised learning for hyperspectral image classification3
Road network simplification for location-based services3
Mitigating Spoofed GNSS Trajectories through Nature Inspired Algorithm3
Understanding evolution of maritime networks from automatic identification system data3
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters3
Finding the most navigable path in road networks3
A topology-based approach to individual tree segmentation from airborne LiDAR data3
Cost-effective and adaptive clustering algorithm for stream processing on cloud system3
JS4Geo: a canonical JSON Schema for geographic data suitable to NoSQL databases3
Geographical information system for air traffic optimization using genetic algorithm3
Route intersection reduction with connected autonomous vehicles3
Porting disk-based spatial index structures to flash-based solid state drives3
Efficient computation of map algebra over raster data stored in the k2-acc compact data structure3
Big mobility data analytics: recent advances and open problems3
A Framework for Group Converging Pattern Mining using Spatiotemporal Trajectories3
Contextual location recommendation for location-based social networks by learning user intentions and contextual triggers2
Online fleet monitoring with scalable event recognition and forecasting2
A novel spectral–spatial based adaptive minimum spanning forest for hyperspectral image classification2
Test-data generation and integration for long-distance e-vehicle routing2
City indicators for geographical transfer learning: an application to crash prediction2
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification2
Conflict-Free Evacuation Route Planning2
A spatially-aware algorithm for location extraction from structured documents2
Special issue on geospatial artificial intelligence1
Query the trajectory based on the precise track: a Bloom filter-based approach1
Accuracy of UAV-based DEMs without ground control points1
Opportunistic package delivery as a service on road networks1
Size constrained k simple polygons1
Meta-learning based passenger flow prediction for newly-operated stations1
ASNN-FRR: A traffic-aware neural network for fastest route recommendation1
Correction to: Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions1
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding1
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning1
Predicting Co-movement patterns in mobility data1
Terrain trees: a framework for representing, analyzing and visualizing triangulated terrains1
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning1
A framework for evaluating 3D topological relations based on a vector data model1
Correction to: Introduction to the special issue on smart transportation1
An information fusion approach for conflating labeled point-based time-series data1
Reverse keyword-based location search on road networks1
Optimizing vessel trajectory compression for maritime situational awareness1
Spatiotemporal event sequence discovery without thresholds1
NALMO: Transforming Queries in Natural Language for Moving Objects Databases1
Probabilistic air quality forecasting using deep learning spatial–temporal neural network1
joinTree: A novel join-oriented multivariate operator for spatio-temporal data management in Flink1