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ORCIDGeoInformatica, Volume 29
Volume 29, Number 1, January 2025
- Cheng Wei, Wenhao Yu
:
A spatial dependency based reinforcement learning model for selecting features in spatial classification. 1-29 - Mariana M. Garcez Duarte, Mahmoud Attia Sakr:
An experimental study of existing tools for outlier detection and cleaning in trajectories. 31-51 - Ningchuan Xiao, Myung Jin Kim, Yue Lin:
A multistart and recombination algorithm for finding many unique solutions to spatial aggregation problems. 53-91 - Saurabh Mishra, Sonia Khetarpaul:
Identifying and recommending taxi hotspots in spatio-temporal space. 93-113 - Anita Graser, Anahid N. Jalali, Jasmin Lampert, Axel Weißenfeld, Krzysztof Janowicz:
MobilityDL: a review of deep learning from trajectory data. 115-147 - Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis:
A transformer-based method for vessel traffic flow forecasting. 149-173
Volume 29, Number 2, April 2025
- Yiming Xu, Qian Ke, Xiaojian Zhang, Xilei Zhao:
ICN: Interactive convolutional network for forecasting travel demand of shared micromobility. 175-200 - Wenzhu Zhao, Guan Yuan, Rui Bing, Ruidong Lu, Yudong Shen:
Periodicity aware spatial-temporal adaptive hypergraph neural network for traffic forecasting. 201-232 - Anqi Liang, Bin Yao, Jiong Xie, Wenli Zheng, Yanyan Shen, Qiqi Ge:
CLMTR: a generic framework for contrastive multi-modal trajectory representation learning. 233-253 - Sirish Prabakar, Haiquan Chen, Zhe Jiang, Carl Yang, Weikuan Yu, Da Yan:
LENS: label sparsity-tolerant adversarial learning on spatial deceptive reviews. 255-274 - Shakir Showkat Sofi, Ivan V. Oseledets:
A case study of spatiotemporal forecasting techniques for weather forecasting. 275-298
Volume 29, Number 3, July 2025
- Editor's note: Special issue on Deep Modeling and Understanding of Big Human Mobility Data. 299
- Christos Doulkeridis, Alessandra Raffaetà, Esteban Zimányi:
Special issue on the 5th International Workshop on Big Mobility Data Analytics (BMDA'23). 301-303 - Malika Acharya, Krishna Kumar Mohbey:
Exploring the evolution, progress, and future of point-of-interest recommendation over location-based social network: a comprehensive review. 305-350 - Xin Chen, Chengrui Huang, Chenhao Wang, Lisi Chen:
Trajectory generation: a survey on methods and techniques. 351-376 - Xinru Zhao, Wenhao Yu, Yifan Zhang:
MST-GNN: graph neural network with multi-granularity in space and time for traffic prediction. 377-401 - Theodoros Chondrogiannis, Michael Grossniklaus:
Highway systems: How good are they, really? 403-433 - Piotr S. Maciag:
Mining targeted spatio-temporal sequential patterns. 435-463 - Yubo Zhang, Junhao Bi, Chao Han, Lei Xu, Haibin Xiang, Haihua Kong, Juanjuan Geng, Wanying Zhao:
Lightweight two dimensional multi-scale large kernel attention network for super-resolution of digital rock. 465-490 - Cuilian Zhang, Weijun Zhou:
Physics-aware dual-branch architectures for accurate weather predictions. 491-516 - Kyuseo Park, Markus Schneider:
An in-place Quickhull algorithm. 517-545 - Zhengyuan Mao:
Modeling directional uncertainties in 2D spaces. 547-580 - Yan Fu, Shasha Wang, Yucong Dong, Dan Wu, Juan Wang, Zichen "Frank" Xu:
Fair routing in MoE for distributed spatial data: a combinatorial multi-armed bandit solution. 581-602 - Nelson Tavares de Sousa, Yannick Wölker, Matthias Renz, Arne Biastoch:
3D-VoCC: 3D vortex correlation clustering on spatial data based on masked hough transform. 603-634 - Xiaohui Wei, Zhewen Xu, Hongliang Li, Jieyun Hao, Hengshan Yue, Changzheng Liu:
Harnessing dynamic graph differential operators for efficient data-driven wind prediction. 635-663 - Wei Zhao, Hao Wang, Wei Yu:
Efficient nearest-neighbor search on moving objects with durability constraints. 665-690 - Xuan Rao, Shuo Shang, Renhe Jiang, Lisi Chen, Peng Han:
Traffic forecasting with patch-based graph convolutional recurrent network. 691-720 - Gilles Dejaegere, Mahmoud Sakr:
Trajectory compression under bandwidth constraints. 721-749 - Andrés Calderón Romero, Laila Abdelhafeez, Goce Trajcevski, Amr Magdy, Vassilis J. Tsotras:
On scalable DCEL overlay operations. 751-788 - Xingyu Zhao, Xiao Zhang, Bohan Zhang, Jianpeng Qi, Junyu Dong, Yanwei Yu:
MA2 Traj: Diffusion network with multi-attribute aggregation for trajectory generation. 789-810 - Xiliang Liu, Xiaoying Zhi, Jiashuo Luo, Zhixiang He, Qiang Mei, Tao Zhou, Muyang Liu:
StoDEMO-PAE: A stochastic derivative-free multi-error-optimized performer autoencoder for air quality anomaly detection and explainable spatiotemporal tracing. 811-843 - Giulia Rovinelli, Davide Rocchesso, Marta Simeoni, Esteban Zimányi, Alessandra Raffaetà:
Spatiotemporal characterisation of underwater noise through semantic trajectories. 845-876 - Kalyan Kumar G, Sankar P:
Convolutional lotus effect dynamic graph neural network for satellite routing. 877-905 - Yi Wei, Xuan Zhou, Hao Huang, Hao Wang, Chuang Hu, Jiawei Jiang:
Secure spatial remote sensing image matching. 907-925
Volume 29, Number 4, October 2025
- Yanbing Bai, Bolin Zhang, Ziyue Zhang, Shubo Zeng, Zhe Liu, Xuxin Mao:
Weakly supervised deep learning for fine-grained socioeconomic development index inference based on satellite imagery. 927-950 - Zexian Huang, Kourosh Khoshelham, Martin Tomko:
Learning geometric invariant features for classification of vector polygons with graph message-passing neural network. 951-974 - Giuliano Cornacchia, Mirco Nanni:
The path is the goal: A study on the nature and effects of shortest-path stability under perturbation of destination. 975-998 - Cristiano Landi, Riccardo Guidotti:
Shape-based methods in mobility data analysis: effectiveness and limitations. 999-1032 - Weiping Zhu, Renhe Jiang, Dongyuan Li, Xiangjie Kong, Xuan Song:
Trajectory generative models: a survey from unconditional and conditional perspectives. 1033-1065 - Fernando Domínguez, Gilberto Gutiérrez, Miguel R. Penabad, Miguel Romero, Fernando Santolaya:
Efficient algorithms to calculate the Hausdorff distance on point sets represented by a k2 -tree. 1067-1092 - Ziwen Chen, Ke Li, Lisi Chen, Nan Hu, Yoshiharu Ishikawa:
Co-movement aware trajectory generation via waypoint-guided generative adversarial networks. 1093-1119 - Mehdi Sharifzadeh, Cyrus Shahabi:
Correction: Utilizing Voronoi Cells of Location Data Streams for Accurate Computation of Aggregate Functions in Sensor Networks. 1121-1146
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