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 2020-04-01 to 2024-04-01.)

Article	Citations
MTLM: a multi-task learning model for travel time estimation	24
Building navigation networks from multi-vessel trajectory data	18
MongoDB Vs PostgreSQL: A comparative study on performance aspects	17
SWS: an unsupervised trajectory segmentation algorithm based on change detection with interpolation kernels	17
Towards a semantic indoor trajectory model: application to museum visits	16
Hidden Markov map matching based on trajectory segmentation with heading homogeneity	14
Graph neural network based model for multi-behavior session-based recommendation	12
CIME: Context-aware geolocation of emergency-related posts	11
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects	11
Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions	11
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction	9
AP-GAN: Adversarial patch attack on content-based image retrieval systems	8
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems	8
Emergency ambulance speed characteristics: a case study of Lesser Poland voivodeship, southern Poland	7
A secure location-based alert system with tunable privacy-performance trade-off	7
Towards general-purpose representation learning of polygonal geometries	6
Cost estimation of spatial join in spatialhadoop	6
From reanalysis to satellite observations: gap-filling with imbalanced learning	6
A survey of location-based social networks: problems, methods, and future research directions	6
An analysis of twitter as a relevant human mobility proxy	6
Probabilistic forecasting using deep generative models	6
Learning the micro-environment from rich trajectories in the context of mobile crowd sensing	5
SHAREK*: A Scalable Matching Method for Dynamic Ride Sharing	5
Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects	5
Personalized route recommendation through historical travel behavior analysis	5

Scalable enrichment of mobility data with weather information	5
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
Distributed mining of convoys in large scale datasets	4
SST: Synchronized Spatial-Temporal Trajectory Similarity Search	4
On discovering motifs and frequent patterns in spatial trajectories with discrete Fréchet distance	4
Semi-supervised geological disasters named entity recognition using few labeled data	4