:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Siampou, Maria Despoina, Li, Jialiang, Krumm, John, Shahabi, Cyrus, Lu, Hua
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence
Online Access:	https://arxiv.org/abs/2408.14806
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities
by: Chu, Chen, et al.
Published: (2025)

TrajRoute: Rethinking Routing with a Simple Trajectory-Based Approach -- Forget the Maps and Traffic!
by: Siampou, Maria Despoina, et al.
Published: (2024)

WaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series
by: Hajisafi, Arash, et al.
Published: (2024)

Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement
by: Siampou, Maria Despoina, et al.
Published: (2026)

TRAJGANR: Trajectory-Centric Urban Multimodal Learning via Geospatially Aligned Neural Representations
by: Siampou, Maria Despoina, et al.
Published: (2026)

Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints
by: Li, Siyu, et al.
Published: (2024)

GeoAI in Social Science
by: Li, Wenwen
Published: (2023)

S2Vec: Self-Supervised Geospatial Embeddings for the Built Environment
by: Choudhury, Shushman, et al.
Published: (2025)

A comprehensive GeoAI review: Progress, Challenges and Outlooks
by: Boutayeb, Anasse, et al.
Published: (2024)

The Role of Open-Source LLMs in Shaping the Future of GeoAI
by: Huang, Xiao, et al.
Published: (2025)

GeoToken: Hierarchical Geolocalization of Images via Next Token Prediction
by: Ghasemi, Narges, et al.
Published: (2025)

Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors
by: Li, Ziyao, et al.
Published: (2024)

Unbox Responsible GeoAI: Navigating Climate Extreme and Disaster Mapping
by: Li, Hao, et al.
Published: (2026)

Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting
by: Wölker, Yannick, et al.
Published: (2025)

Evaluating the Alignment Between GeoAI Explanations and Domain Knowledge in Satellite-Based Flood Mapping
by: Lee, Hyunho, et al.
Published: (2026)

Differentially Private Publication of Electricity Time Series Data in Smart Grids
by: Shaham, Sina, et al.
Published: (2024)

From Bias to Accountability: How the EU AI Act Confronts Challenges in European GeoAI Auditing
by: Matuszczyk, Natalia, et al.
Published: (2025)

Thermodynamic-Inspired Explainable GeoAI: Uncovering Regime-Dependent Mechanisms in Heterogeneous Spatial Systems
by: Lim, Sooyoung, et al.
Published: (2026)

GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning
by: Liang, Yunlei, et al.
Published: (2024)

POIFormer: A Transformer-Based Framework for Accurate and Scalable Point-of-Interest Attribution
by: Saxena, Nripsuta Ani, et al.
Published: (2025)

OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data
by: Ziashahabi, Amir, et al.
Published: (2025)

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation
by: Zhang, Qianheng, et al.
Published: (2025)

A multi-scale vision transformer-based multimodal GeoAI model for mapping Arctic permafrost thaw
by: Li, Wenwen, et al.
Published: (2025)

PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction
by: Yu, Simon, et al.
Published: (2025)

TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model
by: Hsu, Shang-Ling, et al.
Published: (2024)

Tobler's First Law in GeoAI: A Spatially Explicit Deep Learning Model for Terrain Feature Detection Under Weak Supervision
by: Li, Wenwen, et al.
Published: (2025)

Self-Supervised Representation Learning for Geospatial Objects: A Survey
by: Chen, Yile, et al.
Published: (2024)

GeoFlow: Agentic Workflow Automation for Geospatial Tasks
by: Bhattaram, Amulya, et al.
Published: (2025)

PolyTouch: A Robust Multi-Modal Tactile Sensor for Contact-rich Manipulation Using Tactile-Diffusion Policies
by: Zhao, Jialiang, et al.
Published: (2025)

Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training
by: Zhang, Mozhi, et al.
Published: (2025)

Design and Report Benchmarks for Knowledge Work
by: Hua, Yining, et al.
Published: (2026)

Geospatial Knowledge Graphs
by: Zhu, Rui
Published: (2024)

JSTprove: Pioneering Verifiable AI for a Trustless Future
by: Gold, Jonathan, et al.
Published: (2025)

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards
by: Ahn, Kyeongjin, et al.
Published: (2026)

Spatiotemporal Heterogeneity of AI-Driven Traffic Flow Patterns and Land Use Interaction: A GeoAI-Based Analysis of Multimodal Urban Mobility
by: Imanov, Olaf Yunus Laitinen
Published: (2026)

Israel-Hamas war through Telegram, Reddit and Twitter
by: Antonakaki, Despoina, et al.
Published: (2025)

Equity-Aware Geospatial AI for Forecasting Demand-Driven Hospital Locations in Germany
by: Pant, Piyush, et al.
Published: (2025)

Earth AI: Unlocking Geospatial Insights with Foundation Models and Cross-Modal Reasoning
by: Bell, Aaron, et al.
Published: (2025)

OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment
by: Teymurova, Sevinj, et al.
Published: (2024)

Spoken Word2Vec: Learning Skipgram Embeddings from Speech
by: Sayeed, Mohammad Amaan, et al.
Published: (2023)