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32nd SIGSPATIAL/GIS 2024: Atlanta, GA, USA
- Mario A. Nascimento, Li Xiong, Andreas Züfle, Yao-Yi Chiang, Ahmed Eldawy, Peer Kröger:
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1107-7
Main Conference Research Papers
- Arash Mozhdehi
, Mahdi Mohammadizadeh
, Yunli Wang
, Sun Sun
, Xin Wang
:
EFECTIW-ROTER: Deep Reinforcement Learning Approach for Solving Heterogeneous Fleet and Demand Vehicle Routing Problem With Time-Window Constraints. 17-28 - Sourabh Yadav
, Chenyang Yu
, Xinpeng Xie
, Yan Huang
, Chenxi Qiu
:
Protecting Vehicle Location Privacy with Contextually-Driven Synthetic Location Generation. 29-41 - Du Yin
, Jinliang Deng
, Shuang Ao
, Zechen Li
, Hao Xue
, Arian Prabowo
, Renhe Jiang
, Xuan Song, Flora D. Salim
:
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned. 42-53 - Haoan Feng
, Yunting Song
, Leila De Floriani
:
Critical Features Tracking on Triangulated Irregular Networks by a Scale-Space Method. 54-66 - Prabin Bhandari
, Antonios Anastasopoulos
, Dieter Pfoser
:
Urban Mobility Assessment Using LLMs. 67-79 - Claudius Proissl
, Daniel Koch
:
Revisiting the Bus Stop Problem in Road Networks. 80-90 - Alberto Belussi
, Diego Garofolo
, Sara Migliorini
:
Augmentation Techniques for Balancing Spatial Datasets in Machine and Deep Learning Applications. 91-101 - Kevin Buchin
, Mart Hagedoorn
, Alexander Korn
:
Discretized Random Walk Models for Efficient Movement Interpolation. 102-112 - Hao Xue
, Tianye Tang
, Ali Payani
, Flora D. Salim
:
Prompt Mining for Language Models-based Mobility Flow Forecasting. 113-122 - Ren Ozeki
, Haruki Yonekura
, Hamada Rizk
, Hirozumi Yamaguchi
:
Privacy Preserved Taxi Demand Prediction System for Distributed Data. 123-134 - Junfeng Hu
, Xu Liu
, Zhencheng Fan
, Yuxuan Liang
, Roger Zimmermann
:
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning. 135-146 - Qiang Gao
, Zizheng Wang
, Li Huang
, Goce Trajcevski
, Kunpeng Zhang
, Xueqin Chen
:
Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk Bootstrap. 147-159 - Dingyi Zhuang
, Yuheng Bu
, Guang Wang
, Shenhao Wang
, Jinhua Zhao
:
SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks. 160-172 - Changhao Miao
, Yuntian Zhang
, Tongyu Wu
, Fang Deng
, Chen Chen
:
Deep Reinforcement Learning for Multi-Period Facility Location pk-median Dynamic Location Problem. 173-183 - Sherif Mostafa
, Moustafa Youssef
, Khaled A. Harras
:
ModeSense: Ubiquitous and Accurate Transportation Mode Detection using Serving Cell Tower Information. 184-195 - Xiwen Chen
, Sayed Pedram Haeri Boroujeni
, Xin Shu
, Huayu Li
, Abolfazl Razi
:
Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis. 196-207 - Jonathan Kabala Mbuya
, Dieter Pfoser
, Antonios Anastasopoulos
:
Trajectory Anomaly Detection with Language Models. 208-219 - João Daniel Silva
, João Magalhães
, Devis Tuia
, Bruno Martins
:
Multilingual Vision-Language Pre-training for the Remote Sensing Domain. 220-232 - Paahuni Khandelwal
, Sangmi Lee Pallickara
, Shrideep Pallickara
:
DeepSoil: A Science-guided Framework for Generating High Precision Soil Moisture Maps by Reconciling Measurement Profiles Across In-situ and Remote Sensing Data. 233-246 - Ali Al-Lawati
, Elsayed Eshra
, Prasenjit Mitra
:
WildGraph: Realistic Long-Horizon Trajectory Generation with Limited Sample Size. 247-258 - Haochen Han
, Shuaiyu Yang
, Jiaxin Ding
, Luoyi Fu
, Xinbing Wang
, Chenghu Zhou
:
Adversarial Reconstruction of Trajectories: Privacy Risks and Attack Models in Trajectory Embedding. 259-269 - Sibo Li
, Xin Zhang
, Yuming Lin
, Yong Li
:
M3 LUC: Multi-modal Model for Urban Land-Use Classification. 270-281 - Maloy Kumar Devnath
, Sudip Chakraborty
, Vandana P. Janeja
:
CMAD: Advancing Understanding of Geospatial Clusters of Anomalous Melt Events in Sea Ice Extent. 282-292 - Lapone Techapinyawat
, Wenlu Wang
, Mehrube Mehrübeoglu
, Hua Zhang
:
GraphParcelNet: Predicting Parcel-Level Imperviousness from Geospatial Vector Data using Graph Neural Networks. 293-303 - Rodrigo Sasse David
, Kristian Torp
, Mahmoud Attia Sakr
, Esteban Zimányi
:
A Framework for Automated Junction Monitoring. 304-313 - Wejdene Mansour
, Martin Werner
:
Calculating Upstream Relation in Spatial Networks Under Path Constraints. 314-324 - João Paulo Esper
, Aline Carneiro Viana
, Jussara M. Almeida
:
Beauty or Beast: Human Behavioral Insights and Learning Power of Federated Mobility Prediction. 325-337 - Bin Han
, Bill Howe
:
SARN: Structurally-Aware Recurrent Network for Spatio-Temporal Disaggregation. 338-349 - Zheng Zhang
, Hossein Amiri
, Dazhou Yu
, Yuntong Hu
, Liang Zhao
, Andreas Züfle
:
Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories. 350-360 - Shang-Ling Hsu
, Emmanuel Tung
, John Krumm
, Cyrus Shahabi
, Khurram Shafique
:
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model. 362-371 - Subhankar Ghosh
, Arun Sharma
, Jayant Gupta
, Aneesh Subramanian
, Shashi Shekhar
:
Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling: A Summary of Results. 372-383 - Chenyang Yu
, Xinpeng Xie
, Yan Huang
, Chenxi Qiu
:
Harnessing LLMs for Cross-City OD Flow Prediction. 384-395 - Xiaoqian Qi
, Haoye Chai
, Li Yu
, Yong Li
, Zhaocheng Wang
:
Regional Features Conditioned Diffusion Models for 5G Network Traffic Generation. 396-409
Main Conference Systems and Industrial Experience Papers
- Shimon Wonsak
, Nils Henke
, Mohammad Al-Rifai
, Michael Nolting
, Wolfgang Nejdl
:
Adaptive Dispatching of Mobile Charging Stations using Multi-Agent Graph Convolutional Cooperative-Competitive Reinforcement Learning. 410-420 - Maxime Schoemans
, Walid G. Aref
, Esteban Zimányi
, Mahmoud Attia Sakr
:
Multi-Entry Generalized Search Trees for Indexing Trajectories. 421-431 - Jinhui Yi
, Huan Yan
, Haotian Wang
, Jian Yuan
, Yong Li
:
Learning to Estimate Package Delivery Time in Mixed Imbalanced Delivery and Pickup Logistics Services. 432-443 - Lorenzo Padoan
, Francesco Silvestri
, Bruno Zamengo
:
Mapping Passenger Trajectories to Train Schedules - industrial paper. 444-453 - Arpan Paul
, Saket Maheshwary
, Saurabh Sohoney
:
Accurate Customer Address Matching via Weak Supervision for Geocode Learning. 454-464
Main Conference Vision Papers
- Gengchen Mai
, Xiaobai Yao
, Yiqun Xie
, Jinmeng Rao
, Hao Li
, Qing Zhu
, Ziyuan Li
, Ni Lao
:
SRL: Towards a General-Purpose Framework for Spatial Representation Learning. 465-468 - Muhammad Aamir Cheema
, Hao Wang
, Wei Wang
, Adel Nadjaran Toosi
, Egemen Tanin
, Jianzhong Qi
, Hanan Samet
:
Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions (Vision Paper). 469-472 - Sherif Mostafa
, Mahmoud Elsanhoury
, Jaakko Yliaho
, Janne Koljonen
, Heidi Kuusniemi
, Mohammed Elmusrati
, Khaled A. Harras
, Moustafa Youssef
:
Vision: Leveraging Low Earth Orbit Satellites for Future Ubiquitous Positioning. 473-476 - Yaron Kanza
, Balachander Krishnamurthy
, Divesh Srivastava
:
A Geospatial Perspective on Data Ownership, the Right to be Forgotten, Copyrights, and Plagiarism in Generative AI. 477-480
Main Conference Poster Papers
- Ioannis Kontopoulos
, Iraklis Varlamis
, Antonios Makris
, Konstantinos Tserpes
:
A spatio-temporal matrix representation for trajectory classification. 481-484 - Chiqun Zhang
, Anirudh Sriram
, Kuo-Han Hung
, Renzhong Wang
, Dragomir Yankov
:
Context-aware Conversational Map Search with LLM. 485-488 - Kuo-Han Hung
, Chiqun Zhang
, Dragomir Yankov
:
Customizable Routing with Learnings from Past Recommendations. 489-492 - Fandel Lin
, Han Zhang
, T. K. Satish Kumar
, Craig A. Knoblock
:
An Integrated Approach to Multi-Agent Scheduling with Bounded Objectives. 493-496 - Avik Das
, Nicole R. Schneider
, Hanan Samet
:
Safety-Aware Route Navigation: Driving with Less Sun Glare. 497-500 - Kent O'Sullivan
, Nicole R. Schneider
, Hanan Samet
:
Metric Reasoning in Large Language Models. 501-504 - Nicole R. Schneider
, Kent O'Sullivan
, Hanan Samet
:
Graph-based Spatial Pattern Matching: A Theoretical Comparison. 505-508 - Zhixiang He
, Mengzan Gong
, Jia-Dong Zhang
, Xiliang Liu
, Chi-Yin Chow
, Ning Li
, Xiaoli Sun
:
MiST: Enhancing Traffic Predictions with a Mixing Spatio-temporal Neural Network. 509-512 - Shang Liu
, Gao Cong
, Kaiqi Zhao
:
Exploring User Preferences on Geographical Factors for Personalized POI Search. 513-516 - Saeed Nasehi
, Farhana Murtaza Choudhury, Egemen Tanin
:
Proactive Route Planning for Electric Vehicles. 517-520 - Kota Tsubouchi
, Shuji Yamaguchi
, Keijirou Saitou
, Akihisa Soemori
, Masato Morita
, Shigeki Asou
:
DisasterNeedFinder: A Framework for Understanding the Information Needs in the Noto Earthquake. 521-524 - Soto Anno
, Kota Tsubouchi
, Masamichi Shimosaka
:
Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger Reports. 525-528 - Soto Anno
, Dario Tenore
, Kota Tsubouchi
, Masamichi Shimosaka
:
Are Crowded Events Forecastable from Promotional Announcements with Large Language Models? 529-532 - Xuezhang Li
, Xulin Wang
, Pan Wang
, Mengxi Liu
:
A Multi-modal Geospatial Encoding Network for Chinese Address Matching. 533-536 - Hari Krishna Gadi
, Lu Liu
, Liqiu Meng
:
Road Networks Matching Supercharged With Embeddings. 537-540 - Aske Schytt Meineche
, Viktor Due Pedersen
, Maria Astefanoaei
:
On the use of open source tools for land use and land cover change monitoring. 541-544 - Patrik Thomas Michalski
, Niko Preuß
, Matthias Renz
, Andreas Tritsarolis
, Yannis Theodoridis
, Nikos Pelekis
:
Collision-Risk-Aware Ship Routing. 545-548 - Heather Baier
, Daniel M. Runfola:
Spatially Adaptive Convolutional Networks with Coordinate-Conditioned Layers. 549-552 - Hongyuan Su
, Yu Zheng
, Jingtao Ding
, Depeng Jin
, Yong Li
:
Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning. 553-556 - Guido Rocchietti
, Chiara Pugliese
, Gabriel Sartori Rangel
, Jônata Tyska Carvalho
:
From Geolocated Images to Urban Region Identification and Description: a Large Language Model Approach. 557-560 - Areeg Mostafa
, Mohamed F. Mokbel
, Ana Elena Uribe
:
On Splitting Raw Trajectories. 561-564 - Angel Daruna
, Vasily Zadorozhnyy
, Georgina Lukoczki
, Han-Pang Chiu
:
GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping. 565-568 - Lihuan Li
, Hao Xue
, Yang Song
, Flora D. Salim
:
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation. 569-572 - Mingfei Cai
, Yanbo Pang
, Yoshihide Sekimoto
:
Explainable Hierarchical Urban Representation Learning for Commuting Flow Prediction. 573-576 - Naoki Tamura
, Haru Terashima
, Kazuyuki Shoji
, Shin Katayama
, Kenta Urano
, Takuro Yonezawa
, Nobuo Kawaguchi
:
Additive Compositionality in Urban Area Embeddings Based on Human Mobility Patterns. 577-580 - Martin Böckling
, Heiko Paulheim
, Sarah Detzler
:
Comparing Spatial-Temporal Knowledge Graph on Spatial Downstream Tasks. 581-584 - Ilya Ilyankou
, Meihui Wang
, Stefano Cavazzi
, James Haworth
:
Quantifying Geospatial in the Common Crawl Corpus. 585-588 - Rahul Sahni
, Xiaozheng Zhang
, Sudip Chatterjee
, Suprio Ray
:
Query Compilation based Distributed Morsel-driven Parallel Spatial Query Processing. 589-592 - Sriganesh Balamurugan
, Vaasudev Narayanan
, Saurabh Sohoney
:
Address De-duplication using Iterative k-Core Graph Decomposition. 593-596 - Philipe A. Dias
, Aristeidis Tsaris
, Jordan Bowman
, Abhishek Potnis
, Jacob Arndt
, Hsiuhan Lexie Yang
, Dalton D. Lunga
:
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery. 597-600 - Bin Han
, Yiwei Yang
, Anat Caspi
, Bill Howe
:
Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models. 601-604 - Abdullah Shamail
, Md Hasan Anowar
, Goce Trajcevski
, Ashfaq Khokhar
, Sohail Murad
, Cynthia J. Jameson
:
Bond-Aware Moving Clusters of Atomic Trajectories with Relaxed Persistency. 605-608 - Jiaman Wu
, Shangqing Cao
, Giuseppe Perona
, Marta C. González
:
Imitate the Right Data: City-wide Mobility Generation with Graph Learning. 609-612 - Dragomir Yankov
, Antonios Karatzoglou
, Chiqun Zhang
, Mike Evans
, Oussama Dhifallah
, Florin Sabau
, Maryam Mousaarab Najafabadi
, Goran Predovic
:
Routing As a Relevance System. 613-616 - Zhihan Fang, Guang Yang, Wenjun Lyu, Zhiqing Hong, Shuxin Zhong, Weijian Zuo, Yu Yang, Guang Wang, Desheng Zhang:
Improving Network Robustness via Cellular Infrastructure Sharing: An Empirical Study of Infrastructure Failure with All Cellular Operators in a City. 617-620 - Kazuyuki Shoji
, Haru Terashima
, Nobuo Kawaguchi
, Shin Katayama
, Kenta Urano
, Takuro Yonezawa
, Naoki Tamura
:
Unveiling Human Attributes through Life Pattern Clustering using GPS Data Only. 621-624 - Hanan Samet
, Addison Hanrattie
:
PILOT: Piloting the last 100 yards. 625-628 - Kunyi Zhang
, Yanbo Pang
, Yurong Zhang
, Yoshihide Sekimoto
:
MobGLM: A Large Language Model for Synthetic Human Mobility Generation. 629-632 - Marie-Dominique Van Damme
, Yann Méneroux
, Ana-Maria Olteanu-Raimond
:
A metrological analysis of a modular and iterative aggregation algorithm of GNSS trajectories. 633-636
Main Conference Demonstration Papers
- Nick Murphy
, Ziba Khani
, Berkay Aydin
:
Building an Extensible Data Ecosystem for Solar Magnetic Polarity Inversion Lines. 637-640 - Florian Heinz
:
Creating Moving Regions from Satellite Scan Data. 641-644 - Yongyi Liu
, Nicolas Lee
, Yunfan Kang
, Mohammad Reza Shahneh
, Ahmed Mahmood
, Vishal Rohith Chinnam
, Aparna Vivek Sarawadekar
, Samet Oymak
, Ibrahim Sabek
, Amr Magdy
:
Pyneapple-L: Scalable Expressive Learning-based Spatial Analysis. 645-648 - Danil Kononykhin
, Mikhail Mozikov
, Kirill Mishtal
, Pavel Kuznetsov
, Dmitrii Abramov
, Nazar Sotiriadi
, Yury Maximov
, Andrey V. Savchenko
, Ilya Makarov
:
From Data to Decisions: Streamlining Geospatial Operations with Multimodal GlobeFlowGPT. 649-652 - Hossein Amiri
, Will Kohn
, Shiyang Ruan
, Joon-Seok Kim
, Hamdi Kavak
, Andrew T. Crooks
, Dieter Pfoser
, Carola Wenk
, Andreas Züfle
:
The Patterns of Life Human Mobility Simulation. 653-656 - Md Hasan Anowar
, Abdullah Shamail
, Ayden J. Albertsen
, Benjamin Hall
, Timothy J. Thielen
, Benjamin Riemersma
, Goce Trajcevski
:
Detecting and Visualizing Bond-Forming Convoys in Atomic and Molecular Trajectories. 657-660 - Krystian Czapiga
, Serkan Isci
, Muhammad Affan Javed
, Yaron Kanza
, Velin Kounev
, Gopal Meempat
:
Simulating Diffraction by Ray Tracing for Modeling 5G Networks. 661-664 - Saeid Kalantari
, Yunli Wang
, Sun Sun
, Xin Wang
:
FleetWiz: An Intelligent Platform for Spatio-Temporal Multi-Resource Truckload Fleet Dispatching. 665-668 - Teng-Yuan Tsou
, Shih-Yu Lai
, Hsuan-Ching Chen
, Jung-Tsang Yeh
, Pei-Xuan Li
, Tzu-Chang Lee
, Hsun-Ping Hsieh
:
ACCEPT: A Context-Sensitive, Configurable, and Extensible Prediction Tool using Grid-based Data Processing and Neural Networks in Geospatial Decision Support. 669-672 - Fatima Hachem
, Venkata Sudheer Siddabattula
, Davide Vecchia
, Gian Pietro Picco
, Maria Luisa Damiani
:
StopTracker: Real-time Monitoring of Visitor Stops and Preferences Using UWB Trajectory Streams. 673-676 - Yu Feng
, Puzhen Zhang
, Jiaying Xue
, Zhaiyu Chen
, Liqiu Meng
:
Walking in the Shade: Shadow-oriented Navigation for Pedestrians. 677-680 - Ruochen Kong
, Taylor Anderson
, David J. Heslop
, Andreas Züfle
:
An Infectious Disease Spread Simulation to Control Data Bias. 681-684 - Chhaya Kulkarni
, Nikki Privé
, Vandana P. Janeja
:
Interactive Assessment of Variances of High-Resolution Model Features in Digital Twin Simulations. 685-688 - Shih-Yu Lai
, Tzu-Hsin Hsieh
, Sing-Kai Ling
, Pei-Chi Tsai
, Chao-Chun Kung
, Hsun-Ping Hsieh
:
GreenSpot: Improving Public Transport with GIS-Based AR and Cluster-GCN Recommendation. 689-692
Main Conference Data and Resources Papers
- Ilya Ilyankou
, Meihui Wang
, Stefano Cavazzi
, James Haworth
:
CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl. 693-696 - Hassan Ali Khan
, Muhammad Shahzad
, Guoliang Jin
:
Dockless Electric Scooters Worldwide: Methods and Analysis. 697-700 - Zhenyu Han
, Xin Zhang
, Yanxin Xi
, Yan Luo
, Tong Xia
, Yong Li
:
GUI: A Comprehensive Dataset of Global Urban Infrastructure Based on Geospatial Visual Foundation Models. 701-704 - Joseph Zuber
, Xu Teng
, Andreas Züfle
, Goce Trajcevski
:
Data and Resources for Combining Point of Interest Semantics, Locations, and Road Networks. 705-708
Student Research Competition Papers
- Yongyi Liu
, Amr Magdy
:
Towards Scalable and Expressive Spatial Grouping Queries. 709-710 - Shubham Kumar Dwivedi
, Deeksha Arya
, Yoshihide Sekimoto
:
Enhanced Road Damage Detection with Federated Learning Across Diverse and Heterogeneous Global Datasets. 711-712 - Ying Nie
, Song Gao
:
ChatGPT for Intelligent Spatial Analysis Workflow Construction. 713-714 - Qianheng Zhang
, Song Gao
:
Automating Geospatial Analysis Workflows Using ChatGPT-4. 715-716 - Qiming Guo
, Wenlu Wang
:
HydroNet: A Spatio-temporal Graph Neural Network for Modeling Hydraulic Dependencies in Urban Wastewater Systems. 717-718 - Muhammad ElMahdy
, Mubarak G. Abdu-Aguye
, Hamada Rizk
, Moustafa Youssef
:
Enhancing Trust in Localization Systems: An XAI Approach. 719-720 - Ahmed Jaheen
, Sarah Elsamanody
, Hamada Rizk
, Moustafa Youssef
:
SimDeep: An Efficient Federated Learning Indoor Localization System with Similarity Aggregation Strategy. 721-722 - Ahmed Hesham
, Eman Samir
, Hamada Rizk
, Moustafa Youssef
:
LocaLingua: Leveraging Language Models for Cross-Building WiFi Mapping. 723-724
GISCup Papers
- Chuan Li
, Shunyu Zhao
, Vincent Gauthier
, Hassine Moungla
:
Large-Scale Optimization of Electric Vehicle Charging Infrastructure. 725-728 - Zhihang Liu
, Mei-Po Kwan
, Jinlin Wu
:
Optimal Location of Electric Vehicle Charging Stations Using Geospatial Big Data. 729-732 - Zixin Feng
, Xinyan Xian
, Yahya Gamal
, Qunshan Zhao
, Alison J. Heppenstall
:
Optimizing the locations of electric vehicle charging stations in Georgia, USA. 733-736 - Victoria Weijia Zhang
:
Optimal Deployment of Electric Vehicles Charging Network Using Point Clustering and Ray Casting. 737-740 - Fandel Lin
, Craig A. Knoblock
, Binh Vu
:
A Hierarchical Voronoi Approach to Deploying New Charging Stations in an Existing Network. 741-744
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