ERL-MR: Harnessing the Power of Euler Feature Representations for Balanced Multi-modal Learning

W Han, C Cai, G Yu, J Peng - ACM Multimedia 2024, 2024 - openreview.net
Multi-modal learning leverages data from diverse perceptual media to obtain enriched
representations, thereby empowering machine learning models to complete more complex …

Time dependent transportation network models

P Bakalov, E Hoel, WL Heng - 2015 IEEE 31st International …, 2015 - ieeexplore.ieee.org
Network data models are frequently used as a mechanism to solve wide range of problems
typical for the GIS applications and transportation planning in particular. They do this by …

Representing dynamic lanes in road network models

X Li, M Wang, X Liu, Z Wang, Y Bian - International Journal of …, 2022 - Taylor & Francis
Road network models form the foundation of road network analyses, route planning,
navigation and traffic predictions. However, existing models cannot effectively represent the …

Moving objects with transportation modes: a survey

JQ Xu, RH Güting, Y Zheng, O Wolfson - Journal of Computer Science and …, 2019 - Springer
In this article, we survey the main achievements of moving objects with transportation modes
that span the past decade. As an important kind of human behavior, transportation modes …

Versioning of network models in a multiuser environment

P Bakalov, E Hoel, S Menon, VJ Tsotras - … , July 8-10, 2009 Proceedings 11, 2009 - Springer
The standard database mechanisms for concurrency control, which include transactions and
locking protocols, do not provide the support needed for updating complex geographic data …

Design and Architecture of GIS Servers for Web Based Information Systems-The ArcGIS Server System.

S Menon - SSTD, 2009 - books.google.com
The standard database mechanisms for concurrency control, which include transactions and
locking protocols, do not provide the support needed for updating complex geographic data …

Editing and versioning for high performance network models in a multiuser environment

P Bakalov, E Hoel, WL Heng, S Menon, VJ Tsotras - GeoInformatica, 2011 - Springer
Network data models are frequently used as a mechanism to describe the connectivity
between spatial features in GIS applications. Real-life network models are dynamic in nature …

Fast transportation network traversal with hyperedges: (industrial paper)

P Bakalov, E Hoel, WL Heng - … of the 24th ACM SIGSPATIAL International …, 2016 - dl.acm.org
Network data models are frequently used as a mechanism to solve wide range of problems
typical for the GIS applications and transportation planning in particular. Because of their …

Editing and versioning dynamic network models

P Bakalov, E Hoel, WL Heng, VJ Tsotras - Proceedings of the 16th ACM …, 2008 - dl.acm.org
Network data models are widely used to describe the connectivity between spatial features
in GIS architectures. Recent applications demand that such models are editable in multiuser …

[PDF][PDF] Dynamic Graph Connectivity

A Schwarz - angelika-schwarz.net
This paper introduces the fully-dynamic graph connectivity problem and some of its
applications. Hereby an undirected graph is meant that consists of n fixed vertices and has …