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GeoInformatica, Volume 27
Volume 27, Number 1, January 2023
- Yue Xia, Junhua Fang, Pingfu Chao, Zhicheng Pan, Jedi S. Shang:
Cost-effective and adaptive clustering algorithm for stream processing on cloud system. 1-21 - Zengmao Wang, Bo Du:
Unified active and semi-supervised learning for hyperspectral image classification. 23-38 - Chaoxiong Wang, Chao Li, Hai Huang, Jing Qiu, Jianfeng Qu, Lihua Yin:
ASNN-FRR: A traffic-aware neural network for fastest route recommendation. 39-60 - Yao Lv, Yu Sang, Chong Tai, Wanjun Cheng, Jedi S. Shang, Jianfeng Qu, Xiaomin Chu, Ruoqian Zhang:
Online meta-learning for POI recommendation. 61-76 - Du Yin, Renhe Jiang, Jiewen Deng, Yongkang Li, Yi Xie, Zhongyi Wang, Yifan Zhou, Xuan Song, Jedi S. Shang:
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction. 77-105 - Hangxu Ji, Gang Wu, Yuhai Zhao, Shiye Wang, Guoren Wang, George Y. Yuan:
joinTree: A novel join-oriented multivariate operator for spatio-temporal data management in Flink. 107-132
Volume 27, Number 2, April 2023
- Song Gao, Yingjie Hu, Wenwen Li, Lei Zou:
Special issue on geospatial artificial intelligence. 133-136 - Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang:
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects. 137-157 - Ling Cai, Krzysztof Janowicz, Rui Zhu, Gengchen Mai, Bo Yan, Zhangyu Wang:
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning. 159-197 - S. Abirami, P. Chitra:
Probabilistic air quality forecasting using deep learning spatial-temporal neural network. 199-235 - Yanbing Bai, Jinhua Su, Yulong Zou, Bruno Adriano:
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters. 237-261 - Xinya Lei, Weijing Song, Runyu Fan, Ruyi Feng, Lizhe Wang:
Semi-supervised geological disasters named entity recognition using few labeled data. 263-288 - Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao:
Towards general-purpose representation learning of polygonal geometries. 289-340 - Muhammad Ibraheem Siddiqui, Khurram Khan, Adnan Fazil, Muhammad Zakwan:
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification. 341-372
Volume 27, Number 3, July 2023
- Raymond Chi-Wing Wong, Ahmed Eldawy:
Guest Editorial: Special issue on spatial and temporal database management. 373-374 - Harry Kai-Ho Chan, Tiantian Liu, Huan Li, Hua Lu:
Time-constrained indoor keyword-aware routing: foundations and extensions. 375-426 - Xieyang Wang, Mengyi Liu, Jianqiu Xu, Hua Lu:
NALMO: Transforming Queries in Natural Language for Moving Objects Databases. 427-460 - Harsha Gwalani, Chetan Tiwari, Marty O'Neill II, Armin R. Mikler:
Creating contiguous service areas around points of dispensing for resource distribution during bio-emergencies. 461-490 - Lakmal Muthugama, Hairuo Xie, Egemen Tanin, Shanika Karunasekera:
Real-time road safety optimization through network-level data management. 491-523 - Riccardo Fellegara, Federico Iuricich, Yunting Song, Leila De Floriani:
Terrain trees: a framework for representing, analyzing and visualizing triangulated terrains. 525-564 - Giannis Fikioris, Kostas Patroumpas, Alexander Artikis, Manolis Pitsikalis, Georgios Paliouras:
Optimizing vessel trajectory compression for maritime situational awareness. 565-591 - Amara Rafik, Mostefa Belhadj Aissa, Rebiha Kemcha, Maamar Bougherara, Nadjib Louam:
Geographical information system for air traffic optimization using genetic algorithm. 593-617 - Wenwen Li, Sizhe Wang, Samantha T. Arundel, Chia-Yu Hsu:
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. 619-640 - Di Zhu, Yu Liu, Xin Yao, Manfred M. Fischer:
Correction to: Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions. 641-642 - Wenwen Li, Sizhe Wang, Samantha T. Arundel, Chia-Yu Hsu:
Correction to: GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. 643
Volume 27, Number 4, October 2023
- Praval Sharma, Ashok Samal, Leen-Kiat Soh, Deepti Joshi:
A spatially-aware algorithm for location extraction from structured documents. 645-679 - Mengmeng Liu, Baoning Niu, Rong Yang:
A segmented parallel expansion algorithm for keyword-aware optimal route query. 681-707 - Senlin Mu, Xiao Huang, Moyang Wang, Di Zhang, Dong Xu, Xiang Li:
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning. 709-736 - Andrius Barauskas, Agne Brilingaite, Linas Bukauskas, Vaida Ceikute, Alminas Civilis, Simonas Saltenis:
Test-data generation and integration for long-distance e-vehicle routing. 737-758 - Xin Xu, Federico Iuricich, Leila De Floriani:
A topology-based approach to individual tree segmentation from airborne LiDAR data. 759-788 - Laila Abdelhafeez, Amr Magdy, Vassilis J. Tsotras:
SGPAC: generalized scalable spatial GroupBy aggregations over complex polygons. 789-816
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