Journal: ACM Trans. Spatial Algorithms and Systems

Volume 10, Issue 4

1 -- 33Alberto Belussi, Sara Migliorini, Ahmed Eldawy. A Generic Machine Learning Model for Spatial Query Optimization based on Spatial Embeddings
1 -- 23Peiyu Yi, Feihu Huang 0002, Jian Peng 0002, Zhifeng Bao. Dynamic Spatial-Temporal Embedding via Neural Conditional Random Field for Multivariate Time Series Forecasting
1 -- 2Renhe Jiang, Flora D. Salim, Mohamed F. Mokbel. Introduction to the Special Issue on Machine Learning and Location Data: Part II
1 -- 26Xovee Xu, Ting Zhong, Haoyang Yu 0003, Fan Zhou 0002, Goce Trajcevski. Overcoming Catastrophic Forgetting in Continual Fine-Grained Urban Flow Inference
1 -- 25Zhaobin Mo, Haotian Xiang, Xuan Di. Cross- and Context-Aware Attention Based Spatial-Temporal Graph Convolutional Networks for Human Mobility Prediction
1 -- 45Qixu Gong, Huiying Chen, Huiping Cao, Jiefei Liu. Backbone Index and GNN Models for Skyline Path Query Evaluation over Multi-cost Road Networks
1 -- 31Ween Jiann Lee, Hady W. Lauw. Latent Representation Learning for Geospatial Entities
1 -- 28Stefan Schestakov, Simon Gottschalk 0001, Thorben Funke, Elena Demidova. RE-Trace : Re-identification of Modified GPS Trajectories

Volume 10, Issue 3

0 -- 0Jordi Aguilar, Kevin Buchin, Maike Buchin, Erfan Hosseini Sereshgi, Rodrigo I. Silveira, Carola Wenk. Graph Sampling for Map Comparison
0 -- 0Yacine Belal, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang, Afra Mashhadi. Survey of Federated Learning Models for Spatial-Temporal Mobility Applications
0 -- 0Renhe Jiang, Flora D. Salim, Mohamed F. Mokbel. Introduction to the Special Issue on Machine Learning and Location Data
0 -- 0Yaguang Liu, Lisa Singh. Utilizing External Knowledge to Enhance Location Prediction for Twitter/X Users in Low Resource Settings
0 -- 0Guojiang Shen, Juntao Wang, Xiangjie Kong 0001, Zhanhao Ji, Bing Zhu, Tie Qiu 0001. Deformation Gated Recurrent Network for Lane-level Abnormal Driving Behavior Recognition
0 -- 0Mingliang Hou, Feng Xia 0001, Xin Chen 0054, Vidya Saikrishna, Honglong Chen. Adaptive Spatio-temporal Graph Learning for Bus Station Profiling
0 -- 0Tianyi Wang 0003, Shu-Ching Chen. Adaptive Joint Spatio-Temporal Graph Learning Network for Traffic Data Forecasting
0 -- 0Guangyin Jin, Huan Yan, Fuxian Li, Jincai Huang, Yong Li. Spatio-temporal Dual Graph Neural Networks for Travel Time Estimation
0 -- 0Keiichi Ochiai, Masayuki Terada, Makoto Hanashima, Hiroaki Sano, Yuichiro Usuda. Detection of Non-Designated Evacuation Shelters from Real-Time Population Dynamics Using Autoencoder-Based Anomaly Detection
0 -- 0Majid Farhadloo, Arun Sharma, Shashi Shekhar, Svetomir N. Markovic. Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision
0 -- 0Shixiang Wan, Shikai Luo, Hongtu Zhu. Causal Probabilistic Spatio-Temporal Fusion Transformers in Two-Sided Ride-Hailing Markets
0 -- 0Lei Chen, Jie Cao, Weichao Liang, Qiaolin Ye. Geography-aware Heterogeneous Graph Contrastive Learning for Travel Recommendation

Volume 10, Issue 2

7 -- 0Yunting Song, Riccardo Fellegara, Federico Iuricich, Leila De Floriani. Parallel Topology-aware Mesh Simplification on Terrain Trees
8 -- 0Rodrigo Alves. Regionalization-Based Collaborative Filtering: Harnessing Geographical Information in Recommenders
9 -- 0Walid G. Aref, Leila De Floriani, Mohamed F. Mokbel, Cyrus Shahabi. Introduction to the Special Issue on Vision Papers
10 -- 0Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong 0001, Andreas Züfle, Jussara M. Almeida, Taylor Anderson 0001, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao 0011, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim 0001, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy 0001, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner 0001, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef 0001, Demetris Zeinalipour, Mengxuan Zhang 0001, Esteban Zimányi. Mobility Data Science: Perspectives and Challenges
11 -- 0Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra 0005, Ninghao Liu, Song Gao 0001, Tianming Liu 0001, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu 0008, Ni Lao. On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper)
12 -- 0Ying Zhang 0047, Zhiwen Yu 0001, Minling Dang, En Xu, Bin Guo 0001, Yuxun Liang, Yifang Yin, Roger Zimmermann. Predictability in Human Mobility: From Individual to Collective (Vision Paper)
13 -- 0Andreas Züfle, Dieter Pfoser, Carola Wenk, Andrew T. Crooks, Hamdi Kavak, Taylor Anderson 0001, Joon-Seok Kim 0001, Nathan Holt, Andrew Diantonio. In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper)
14 -- 0Fahim Tasneema Azad, K. Selçuk Candan, Ahmet Kapkiç, Mao Lin Li, Huan Liu 0001, Pratanu Mandal, Paras Sheth, Bilgehan Arslan, Gerardo Chowell-Puente, John Sabo, Rebecca Muenich, Javier Redondo Anton, Maria Luisa Sapino. (Vision Paper) A Vision for Spatio-Causal Situation Awareness, Forecasting, and Planning
15 -- 0Mashaal Musleh, Mohamed F. Mokbel. Let's Speak Trajectories: A Vision to Use NLP Models for Trajectory Analysis Tasks
16 -- 0Stephan Winter 0001, Monika Sester, Martin Tomko, Alexandra Millonig. The Challenge of Data Analytics with Climate-neutral Urban Mobility (Vision Paper)
17 -- 0Andreas Züfle, Flora D. Salim, Taylor Anderson 0001, Matthew Scotch, Li Xiong 0001, Kacper Sokol, Hao Xue 0001, Ruochen Kong, David J. Heslop, Hye-Young Paik, C. Raina MacIntyre. Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread

Volume 10, Issue 1

0 -- 0Yi-Ju Lu, Cheng-Te Li. Forecasting Urban Sensory Values through Learning Attention-adjusted Graph Spatio-temporal Networks
0 -- 0Abdulaziz Almaslukh, Yongyi Liu, Amr Magdy 0001. Scalable Spatio-temporal Top-k Interaction Queries on Dynamic Communities
0 -- 0Mouad Rifai, Lennart Johnsson. VxH: A Systematic Determination of Efficient Hierarchical Voxel Structures
0 -- 0Praval Sharma, Ashok Samal, Leen-Kiat Soh, Deepti Joshi. A Spatially-Aware Data-Driven Approach to Automatically Geocoding Non-Gazetteer Place Names
0 -- 0Huiqun Huang, Suining He, Xi Yang, Mahan Tabatabaie. STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction
0 -- 0Andi Zang, Runsheng Xu, Goce Trajcevski, Fan Zhou 0002. Data Issues in High-Definition Maps Furniture - A Survey