Abstract is missing.
- Robust object detection in remote sensing imagery with noisy and sparse geo-annotationsMaximilian Bernhard, Matthias Schubert. [doi]
- Active learning for transformer models in direction query taggingJasper Huang, Chiqun Zhang, Dragomir Yankov, Maryam Mousaarab Najafabadi, Tsheko Mutungu. [doi]
- TSNE: trajectory similarity network embeddingJiaxin Ding, Bowen Zhang, Xinbing Wang, Chenghu Zhou. [doi]
- Computing the relative value of spatio-temporal data in data marketplacesSantiago Andrés Azcoitia, Marius Paraschiv, Nikolaos Laoutaris. [doi]
- Exploring multilevel regularity in human mobility patterns using a feature engineering approach: a case study in chicagoYuhan Ji, Song Gao, Jacob Kruse, Tam Huynh, James Triveri, Chris Scheele, Collin Bennett, Yicheng Wen. [doi]
- Realistic urban traffic simulation with ride-hailing services: a revisit to network kernel density estimation (systems paper)Jalal Khalil, Da Yan 0001, Lyuheng Yuan, Mostafa Jafarzadehfadaki, Saugat Adhikari, Virginia P. Sisiopiku, Zhe Jiang 0001. [doi]
- VDAM: VAE based domain adaptation for cloud property retrieval from multi-satellite dataXin Huang, Chenxi Wang, Sanjay Purushotham, Jianwu Wang 0001. [doi]
- Crowd-sensing driving environments using headway dynamics (demo paper)Richard Gordon, Donald K. Grimm, Fan Bai 0002. [doi]
- Periodic residual learning for crowd flow forecastingChengxin Wang, Yuxuan Liang, Gary Tan. [doi]
- Efficient network-constrained trajectory queriesKristian Torp, Magnus N. Hansen. [doi]
- Vision paper: causal inference for interpretable and robust machine learning in mobility analysisYanan Xin, Natasa Tagasovska, Fernando Perez-Cruz, Martin Raubal. [doi]
- A novel framework for handling sparse data in traffic forecastNikolaos Zygouras, Dimitrios Gunopulos. [doi]
- MagttLoc: decimeter indoor localization system using commercial devicesFarah Youssef, Sara Elmogy, Hamada Rizk. [doi]
- Infrastructure for spatiotemporal exploration of interregional and international interaction of epidemiological data (DEMO PAPER)Adam Mertel, Wildan Abdussalam, Jirí Vyskocil, Justin M. Calabrese. [doi]
- Leveraging language foundation models for human mobility forecastingHao Xue 0001, Bhanu Prakash Voutharoja, Flora D. Salim. [doi]
- Estimating counterfactual treatment outcomes over time in multi-vehicle simulationKeisuke Fujii 0001, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda. [doi]
- Generating community road network from GPS trajectories via style transferJiawei Li, Linkun Lyu, Jia Shi, Jie Zhao, Junjie Xu, Jiuchong Gao, Renqing He, Zhizhao Sun. [doi]
- GEO-BLEU: similarity measure for geospatial sequencesToru Shimizu, Kota Tsubouchi, Takahiro Yabe. [doi]
- An elevation-guided annotation tool for flood extent mapping on earth imagery (demo paper)Saugat Adhikari, Da Yan 0001, Mirza Tanzim Sami, Jalal Khalil, Lyuheng Yuan, Bhadhan Roy Joy, Zhe Jiang 0001, Arpan Man Sainju. [doi]
- CoMiner: nationwide behavior-driven unsupervised spatial coordinate mining from uncertain delivery eventsZhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang. [doi]
- Spatial embedding: a generic machine learning model for spatial query optimizationAlberto Belussi, Sara Migliorini, Ahmed Eldawy. [doi]
- Physically consistent map matchingBram Custers, Wouter Meulemans, Marcel Roeloffzen, Bettina Speckmann, Kevin Verbeek. [doi]
- Knowledge explorer: exploring the 12-billion-statement KnowWhereGraph using faceted search (demo paper)Zilong Liu, Zhining Gu, Thomas Thelen, Seila Gonzalez Estrecha, Rui Zhu 0008, Colby K. Fisher, Anthony D'Onofrio, Cogan Shimizu, Krzysztof Janowicz, Mark Schildhauer, Shirly Stephen, Dean Rehberger, Wenwen Li 0002, Pascal Hitzler. [doi]
- Motorch: an on-device trajectory data management system during a pandemicChen Wu, Sheng Wang, Zhiyong Peng. [doi]
- Choosing feature selection methods for spatial modeling of soil fertility properties at the field scaleCaner Ferhatoglu, Bradley A. Miller. [doi]
- Sailing in the location-based fairness-bias sphereErhu He, Weiye Chen, Yiqun Xie, Han Bao 0003, Xun Zhou, Xiaowei Jia, Zhe Jiang 0001, Rahul Ghosh, Praveen Ravirathinam. [doi]
- Gradual road network simplification with shape and topology preservationLukas Baur, Stefan Funke, Tobias Rupp, Sabine Storandt. [doi]
- Automatic generation of areas of interest using multimodal geospatial data from an on-demand food delivery platform (industrial paper)Liying Chen, Daping Xiong, Shuiping Chen, Fangxiao Du, Renqing He, Zhizhao Sun. [doi]
- The pit stop problem: how to plan your next road tripSreenivas Gollapudi, Kostas Kollias, Debmalya Panigrahi. [doi]
- Electric vehicle charging: it is not as simple as charging a smartphone (vision paper)Saeed Nasehi Basharzad, Farhana Murtaza Choudhury, Egemen Tanin, Lachlan L. H. Andrew, Hanan Samet, Majid Sarvi. [doi]
- Simultaneous detection of multiple areas-of-interest using geospatial data from an online food delivery platform (industrial paper)Bingnan Li, Liying Chen, Daping Xiong, Shuiping Chen, Renqing He, Zhizhao Sun, Samsung Lim, Hai Jiang 0002. [doi]
- Mining fuzzy sub-prevalent co-location pattern with dominant featureKaifang Xiong, Hongmei Chen, Lizhen Wang, Qing Xiao. [doi]
- Wind awareness for energy consumption in drone simulations (demo paper)Noah Kelleher, Ricardo Ramirez, Adnan Salihovic, Nathan McKay, Jonathan Kelly, Hengwei Chen, Goce Trajcevski. [doi]
- Evaluating and forecasting the operational performance of road intersectionsAli Nematichari, Tilemachos Pechlivanoglou, Manos Papagelis. [doi]
- U-ASK: a unified architecture for kNN spatial-keyword queries supporting negative keyword predicatesYongyi Liu, Amr Magdy 0001. [doi]
- Multi-view traffic sign localization with high absolute accuracy in real-time at the edgeABM Musa. [doi]
- Towards a hierarchical similarity measure for studying dynamic hierarchical graphsMaryam Maslek Elayam, Cyril Ray, Christophe Claramunt. [doi]
- Deep learning based 3D point cloud regression for estimating forest biomassStefan Oehmcke, Lei Li, Jaime C. Revenga, Thomas Nord-Larsen, Katerina Trepekli, Fabian Gieseke, Christian Igel. [doi]
- Spatial parquet: a column file format for geospatial data lakesMajid Saeedan, Ahmed Eldawy. [doi]
- Maximum entropy bridgelets for trajectory completionJohn Krumm. [doi]
- Sharing without caring: privacy protection of users' spatio-temporal data without compromise on utilityRen Ozeki, Haruki Yonekura, Hamada Rizk, Hirozumi Yamaguchi. [doi]
- Towards a foundation model for geospatial artificial intelligence (vision paper)Gengchen Mai, Chris Cundy, Kristy Choi, Yingjie Hu, Ni Lao, Stefano Ermon. [doi]
- Deep semantic segmentation for building detection using knowledge-informed features from LiDAR point cloudsWeiye Chen, ZhiHao Wang, Zhili Li, Yiqun Xie, Xiaowei Jia, Anlin Li. [doi]
- Online trajectory prediction for metropolitan scale mobility digital twinZipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song 0001, Ryosuke Shibasaki. [doi]
- Evaluating the vulnerability of ISO 19100 and S-100 standards through visual approachesGauthier Vigouroux, Pedro Merino Laso, Christophe Claramunt, Nathalie Leidinger. [doi]
- Factorized deep generative models for end-to-end trajectory generation with spatiotemporal validity constraintsLiMing Zhang, Liang Zhao 0002, Dieter Pfoser. [doi]
- Exploring intercity regional similarity using worldwide location-based social network data (demo paper)Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song 0001. [doi]
- Clustering augmented self-supervised learning: an application to land cover mappingRahul Ghosh, Xiaowei Jia, Leikun Yin, Chenxi Lin, Zhenong Jin, Vipin Kumar 0001. [doi]
- Connected vehicle simulation framework for parking occupancy prediction (demo paper)Pierpaolo Resce, Lukas Vorwerk, Zhiwei Han, Giuliano Cornacchia, Omid Isfahani Alamdari, Mirco Nanni, Luca Pappalardo, Daniel Weimer, Yuanting Liu. [doi]
- Long-term multi-dimensional spatial-temporal graph convolution for urban sensors imputation and augmentationLongji Huang, Jianbin Huang, He Li 0006. [doi]
- A plug-in memory network for trip purpose classificationSuxing Lyu, Tianyang Han, Yuuki Nishiyama, Kaoru Sezaki, Takahiko Kusakabe. [doi]
- Will there be a construction?: predicting road constructions based on heterogeneous spatiotemporal dataAmin Karimi Monsefi, Sobhan Moosavi, Rajiv Ramnath. [doi]
- Photovoltaic cells for energy harvesting and indoor positioningHamada Rizk, Dong Ma 0001, Mahbub Hassan, Moustafa Youssef 0001. [doi]
- e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper)Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin. [doi]
- RODGEN: an interactive interface for road network generationClaudia Pérez Martínez, Panagiotis Bouros, Theodoros Chondrogiannis. [doi]
- Playable ray tracing for real-time exploration of radio propagation in wireless networksKrystian Czapiga, Serkan Isci, Yaron Kanza, James T. Klosowski, Velin Kounev, Gopal Meempat. [doi]
- SMP: scalable max-P regionalizationHussah AlRashid, Yongyi Liu, Amr Magdy 0001. [doi]
- GSViz: progressive visualization of geospatial influences in social networksSadeem Alsudais, Qiushi Bai, Shuang Zhao, Chen Li 0001. [doi]
- Per segment plane sweep line segment intersection on the GPURoger Frye, Mark McKenney. [doi]
- Spatiotemporal heterogeneities of the associations between human mobility and close contacts with COVID-19 infections in the United StatesWen Ye, Song Gao 0001. [doi]
- Analyzing sensitive information leakage in trajectory embedding modelsJiaxin Ding, Shichuan Xi, Kailong Wu, Pan Liu, Xinbing Wang, Chenghu Zhou. [doi]
- Multi-task graph neural network for truck speed prediction under extreme weather conditionsReza Safarzadeh Ramhormozi, Arash Mozhdehi, Saeid Kalantari, Yunli Wang, Sun Sun, Xin Wang. [doi]
- Let's speak trajectoriesMashaal Musleh, Mohamed F. Mokbel, Sofiane Abbar. [doi]
- FastAddr: real-time abnormal address detection via contrastive augmentation for location-based servicesZhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang. [doi]
- A framework towards solving the mobile crowd-sourcing coverage question (demo paper)Shu Chen, Fahim Ahmed, Fan Bai 0002, Donald Grimm. [doi]
- History oblivious route recovery on road networksTheodoros Chondrogiannis, Johann Bornholdt, Panagiotis Bouros, Michael Grossniklaus. [doi]
- Dynamic graph combinatorial optimization with multi-attention deep reinforcement learningUdesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin. [doi]
- Improving epidemic risk maps using mobility information from mobile network dataElisa Cabana, Andra Lutu, Enrique Frías-Martínez, Nikolaos Laoutaris. [doi]
- Quantum classifiers for remote sensingJohann Maximilian Zollner. [doi]
- visLukas Baur, Stefan Funke, Tobias Rupp. [doi]
- A simulation framework for evaluating strategies for sustainable nutritional securityAngélica Valencia Torres, Chetan Tiwari, Samuel F. Atkinson. [doi]
- Deep geometric neural network for spatial interpolationMinxing Zhang, Dazhou Yu, Yun Li, Liang Zhao. [doi]
- Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection managementLakmal Muthugama, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna. [doi]
- Spatio-temporal graph convolutional network for stochastic traffic speed imputationCarlos Enrique Muñiz-Cuza, Nguyen Ho, Eleni Tzirita Zacharatou, Torben Bach Pedersen, Bin Yang 0002. [doi]
- How do you go where?: improving next location prediction by learning travel mode information using transformersYe Hong, Henry Martin, Martin Raubal. [doi]
- Geospatial accessibility and inclusion by combining contextual filters, the metaverse and ambient intelligenceYaron Kanza, Balachander Krishnamurthy, Divesh Srivastava. [doi]
- Network-less trajectory imputationMohamed M. Elshrif, Keivin Isufaj, Mohamed F. Mokbel. [doi]
- Reviving the economy while saving lives: a deep reinforcement learning approach for smart POI reopeningTao Feng, Huandong Wang, Xiaochen Fan, Tong Xia, Yong Li 0008. [doi]
- Mining taxonomy-aware colocations: a summary of resultsJayant Gupta, Arun Sharma. [doi]
- SPEAR-board: cross-platform interactive spatio-temporal big data analyticsFurqan Baig, Pradeep Nalluri, Jun Kong, Fusheng Wang 0001. [doi]
- Algorithmically-assisted interactive metro map design (demo paper): "it looks like you're designing a metro map. would you like help?"Thomas C. van Dijk, Tim Janiak. [doi]
- On the generalized fréchet distance and its applicationsTheodor Gutschlag, Sabine Storandt. [doi]
- OSMX: spark-based geospatial data extractor from OpenStreetMapSamriddhi Singla, Yaming Zhang, Ahmed Eldawy. [doi]
- Learning geospatially aware place embeddings via weak-supervisionVamsi Krishna Penumadu, Nitesh Methani, Saurabh Sohoney. [doi]
- Aggregating community mapsErin Chambers, Moon Duchin, Ranthony A. C. Edmonds, Parker Edwards, J. N. Matthews, Anthony E. Pizzimenti, Chanel Richardson, Parker Rule, Ari Stern. [doi]
- Region2Vec: community detection on spatial networks using graph embedding with node attributes and spatial interactionsYunlei Liang, Jiawei Zhu, Wen Ye, Song Gao 0001. [doi]
- A geospatial modelling framework to assess flood risk under future scenarios of urban form (vision paper)Richard Burke, Jin Xing, Alistair C. Ford, Richard J. Dawson. [doi]
- W-trace: robust and effective watermarking for GPS trajectoriesRajjat Dadwal, Thorben Funke, Michael Nüsken, Elena Demidova. [doi]
- Mirage: an efficient and extensible city simulation framework (systems paper)Jun Zhang, Depeng Jin, Yong Li 0008. [doi]
- Towards a unified deep model for trajectory analysisMashaal Musleh. [doi]
- Detection of non-designated shelters by extracting population concentrated areas after a disaster (industrial paper)Keiichi Ochiai, Masayuki Terada, Makoto Hanashima, Hiroaki Sano, Yuichiro Usuda. [doi]
- A co-training approach for spatial data disaggregationJoão Monteiro, Bruno Martins 0001, Miguel Costa, João Moura Pires. [doi]
- Learned k-NN distance estimationDaichi Amagata, Yusuke Arai, Sumio Fujita, Takahiro Hara. [doi]
- EgoSpeed-net: forecasting speed-control in driver behavior from egocentric video dataYichen Ding, Ziming Zhang, Yanhua Li, Xun Zhou. [doi]
- Modeling the small-world phenomenon with road networksMichael T. Goodrich, Evrim Ozel. [doi]
- An adversarial variational inference approach for travel demand calibration of urban traffic simulatorsMartin Mladenov, Sanjay Ganapathy Subramaniam, Chih-Wei Hsu, Neha Arora, Andrew Tomkins, Craig Boutilier, Carolina Osorio. [doi]
- Zebra regression: estimating motion of periodically-emitted particles from unlabeled sightingsYuyan Wang, Senaka Buthpitiya, Alex Fabrikant. [doi]
- Fine-grained dynamic load balancing in spatial join by work stealing on distributed memoryJie Yang, Satish Puri, Hui Zhou. [doi]
- How routing strategies impact urban emissionsGiuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo. [doi]
- TStream: a framework for real-time and scalable trajectory stream processing and analysisSalman Ahmed Shaikh, Hiroyuki Kitagawa, Akiyoshi Matono, Kyoung-Sook Kim. [doi]
- An unsupervised building footprints delineation approach for large-scale LiDAR point cloudsXin Xu. [doi]
- Meta-learning over time for destination prediction tasksMark Tenzer, Zeeshan Rasheed, Khurram Shafique, Nuno Vasconcelos. [doi]
- Challenges in building extraction from airborne LiDAR data: ground-truth, building boundaries, and evaluation metricsHunsoo Song, Jinha Jung. [doi]
- GeoTorch: a spatiotemporal deep learning frameworkKanchan Chowdhury, Mohamed Sarwat. [doi]
- Towards a tighter bound on possible-rendezvous areas: preliminary resultsArun Sharma, Jayant Gupta, Subhankar Ghosh. [doi]
- MTTPRE: a multi-scale spatial-temporal model for travel time predictionFeng Wan, Linsen Li, Ke Wang, Lu Chen, Yunjun Gao, Weihao Jiang, Shiliang Pu. [doi]
- When do contrastive learning signals help spatio-temporal graph forecasting?Xu Liu 0014, Yuxuan Liang, Chao Huang, Yu Zheng 0004, Bryan Hooi, Roger Zimmermann. [doi]
- TorchGeo: deep learning with geospatial dataAdam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee 0001. [doi]
- Tour4Me: a framework for customized tour planning algorithmsKevin Buchin, Mart Hagedoorn, Guangping Li 0007. [doi]
- Towards developing energy efficient algorithms to discover partial periodic patterns in big temporal databasesPalla Likhitha, Rage Uday Kiran. [doi]
- MinerFinder: a GAE-LSTM method for predicting location of miners in underground minesAbhay Goyal, Sanjay Madria, Samuel Frimpong. [doi]
- A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper)Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi. [doi]
- Understanding economic development in rural Africa using satellite imagery, building footprints and deep modelsAmna Elmustafa, Erik Rozi, Yutong He, Gengchen Mai, Stefano Ermon, Marshall Burke, David B. Lobell. [doi]
- High-accuracy GNSS localization with low-costABM Musa, Chris Baker, Emre Eftelioglu, Amber Roy-Chowdhury. [doi]
- Learning citywide patterns of life from trajectory monitoringMark Tenzer, Zeeshan Rasheed, Khurram Shafique. [doi]
- Mining spatiotemporally invariant patternsLuca Colomba, Luca Cagliero, Paolo Garza. [doi]
- TrafficAdaptor: an adaptive obfuscation strategy for vehicle location privacy against traffic flow aware attacksChenxi Qiu, Li Yan 0004, Anna Cinzia Squicciarini, Juanjuan Zhao, Chengzhong Xu 0001, Primal Pappachan. [doi]
- Network-aware multi-agent reinforcement learning for the vehicle navigation problemFazel Arasteh, Soroush SheikhGarGar, Manos Papagelis. [doi]
- Leveraging spatio-temporal features to forecast time-to-accidentTaif Anjum, Beiyu Lin, Apurva Narayan. [doi]
- Personalized individual trajectory prediction via meta-learningHe Zhu, Liyu Zhang, Zipei Fan. [doi]