4.7 Article

Visual Cascade Analytics of Large-Scale Spatiotemporal Data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Civil

Pareto-Optimal Transit Route Planning With Multi-Objective Monte-Carlo Tree Search

Di Weng et al.

Summary: Planning ideal transit routes in complex urban environments can enhance the performance of public transportation systems, but is challenging due to the huge number of possible routes. This study introduces the definition of pareto-optimal transit routes based on multiple criteria and develops an efficient search framework to address route extraction challenges.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2021)

Article Computer Science, Software Engineering

Visual Cause Analytics for Traffic Congestion

Mingyu Pi et al.

Summary: Urban traffic congestion is a major issue caused by excessive number of vehicles. Researchers propose a method to analyze vehicle flow based on traffic data, and classify vehicle count curves into four different types using neural networks, which can help address the problem of traffic congestion.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Towards Better Bus Networks: A Visual Analytics Approach

Di Weng et al.

Summary: The study proposes a visual analytics solution in collaboration with domain experts to address the challenges of optimizing bus routes, which are typically updated every 3-5 years. Three key challenges are identified, including in-depth analysis of complex bus networks, interactive generation of improved route candidates, and effective evaluation of alternative bus routes. The proposed solution involves improving route generation models, visualizing performance, and incorporating conflict resolution strategies to assist users in finding the most optimal route.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

PassVizor: Toward Better Understanding of the Dynamics of Soccer Passes

Xiao Xie et al.

Summary: Passing is a critical aspect of soccer games and experts analyze players' passing behavior to understand passing tactics. To address the issue of dynamic changes in a team's passing tactics, a topic-based approach and PassVizor system have been developed for comprehensive analysis.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Preserving Minority Structures in Graph Sampling

Ying Zhao et al.

Summary: Sampling is a common technique used in graph reduction to speed up computations and simplify visualizations. Existing algorithms have been found to struggle in preserving important but rare minority structures in graphs. A new approach named mino-centric graph sampling (MCGS) is proposed in this research, which introduces specific algorithms and evaluation criteria to address the issue.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling

Siming Chen et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2020)

Proceedings Paper Computer Science, Software Engineering

Visual Analytics of Multivariate Event Sequence Data in Racquet Sports

Jiang Wu et al.

2020 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST 2020) (2020)

Article Computer Science, Software Engineering

A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion

Chunggi Lee et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2020)

Article Computer Science, Software Engineering

COPE: Interactive Exploration of Co-Occurrence Patterns in Spatial Time Series

Jie Li et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

Analysis of Flight Variability: a Systematic Approach

Natalia Andrienko et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

Visual Progression Analysis of Event Sequence Data

Shunan Guo et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

A Visual Analytics Framework for Spatiotemporal Trade Network Analysis

Hong Wang et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

TPFIow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis

Dongyu Liu et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

ForVizor: Visualizing Spatio-Temporal Team Formations in Soccer

Yingcai Wu et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

SRVis: Towards Better Spatial Integration in Ranking Visualization

Di Weng et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)

Article Computer Science, Software Engineering

Route-Aware Edge Bundling for Visualizing Origin-Destination Trails in Urban Traffic

W. Zeng et al.

COMPUTER GRAPHICS FORUM (2019)

Review Computer Science, Interdisciplinary Applications

Combinatorial Optimization: Comparison of Heuristic Algorithms in Travelling Salesman Problem

A. Hanif Halim et al.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING (2019)

Article Computer Science, Software Engineering

StreetVizor: Visual Exploration of Human-Scale Urban Forms Based on Street Views

Qiaomu Shen et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)

Proceedings Paper Computer Science, Interdisciplinary Applications

Predicting Traffic Congestion Propagation Patterns: A Propagation Graph Approach

Haoyi Xiong et al.

PROCEEDINGS OF THE 11TH ACM SIGSPATIAL INTERNATIONAL WORKSHOP ON COMPUTATIONAL TRANSPORTATION SCIENCE (IWCTS 2018) (2018)

Article Computer Science, Information Systems

Discovering Urban Traffic Congestion Propagation Patterns With Taxi Trajectory Data

Zhenhua Chen et al.

IEEE ACCESS (2018)

Article Computer Science, Information Systems

pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data

Julie Yixuan Zhu et al.

IEEE TRANSACTIONS ON BIG DATA (2018)

Article Computer Science, Software Engineering

Embedding Spatio-Temporal Information into Maps by Route-Zooming

Guodao Sun et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)

Article Computer Science, Software Engineering

SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations

Dongyu Liu et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)

Article Computer Science, Information Systems

Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data

Hoang Nguyen et al.

IEEE TRANSACTIONS ON BIG DATA (2017)

Article Computer Science, Information Systems

Spatio-temporal flow maps for visualizing movement and contact patterns

Bing Ni et al.

VISUAL INFORMATICS (2017)

Article Computer Science, Software Engineering

Mobility Graphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering

Tatiana von Landesberger et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Computer Science, Software Engineering

Visually Exploring Transportation Schedules

Cesar Palomo et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Computer Science, Software Engineering

Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data

Siming Chen et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Meteorology & Atmospheric Sciences

NOAA'S HYSPLIT ATMOSPHERIC TRANSPORT AND DISPERSION MODELING SYSTEM

A. F. Stein et al.

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2015)

Article Engineering, Civil

A Survey of Traffic Data Visualization

Wei Chen et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2015)

Proceedings Paper Computer Science, Information Systems

An Integrated In-Situ Approach to Impacts from Natural Disasters on Critical Infrastructures

Sebastian Mittelstaedt et al.

2015 48TH HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS) (2015)

Article Computer Science, Software Engineering

Using Topological Analysis to Support Event-Guided Exploration in Urban Data

Harish Doraiswamy et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2014)

Article Computer Science, Software Engineering

Visualizing Mobility of Public Transportation System

Wei Zeng et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2014)

Article Computer Science, Artificial Intelligence

Urban Computing: Concepts, Methodologies, and Applications

Yu Zheng et al.

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2014)

Article Computer Science, Software Engineering

Creative User-Centered Visualization Design for Energy Analysts and Modelers

Sarah Goodwin et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2013)

Article Computer Science, Software Engineering

Visual Exploration of Big Spatio-Temporal Urban Data: A Study of New York City Taxi Trips

Nivan Ferreira et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2013)

Article Computer Science, Software Engineering

Visual Traffic Jam Analysis Based on Trajectory Data

Zuchao Wang et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2013)

Proceedings Paper Telecommunications

T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance

Jiansu Pu et al.

2013 IEEE 14TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM 2013), VOL 1 (2013)

Article Computer Science, Information Systems

Inferring Networks of Diffusion and Influence

Manuel Gomez-Rodriguez et al.

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2012)

Proceedings Paper Transportation

Effect of ATIS Information under Incident-based Congestion Propagation

Aomuhan Zhang et al.

8TH INTERNATIONAL CONFERENCE ON TRAFFIC AND TRANSPORTATION STUDIES (ICTTS) (2012)

Review Management

Traveling salesman problem heuristics: Leading methods, implementations and latest advances

Cesar Rego et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2011)

Article Operations Research & Management Science

Urban Traffic Jam Simulation Based on the Cell Transmission Model

Jiancheng Long et al.

NETWORKS & SPATIAL ECONOMICS (2011)

Article Public, Environmental & Occupational Health

Component Criticality in Failure Cascade Processes of Network Systems

Enrico Zio et al.

RISK ANALYSIS (2011)

Article Engineering, Environmental

Cascade vulnerability for risk analysis of water infrastructure

R. Sitzenfrei et al.

WATER SCIENCE AND TECHNOLOGY (2011)

Article Engineering, Civil

Analysis of Cascading Incident Event Durations on Urban Freeways

Hongbing Zhang et al.

TRANSPORTATION RESEARCH RECORD (2010)

Article Computer Science, Software Engineering

Visualization and Exploration of Temporal Trend Relationships in Multivariate Time-Varying Data

Teng-Yok Lee et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2009)

Article Computer Science, Software Engineering

A Nested Model for Visualization Design and Validation

Tamara Munzner

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2009)

Article Computer Science, Information Systems

Urban traffic congestion propagation and bottleneck identification

Long JianCheng et al.

SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES (2008)

Article Computer Science, Software Engineering

Visual analysis of the air pollution problem in Hong Kong

Huannin Qu et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2007)

Article Computer Science, Information Systems

On Hamiltonian cycles and Hamiltonian paths

MS Rahman et al.

INFORMATION PROCESSING LETTERS (2005)

Article Engineering, Civil

Contamination source determination for water networks

CD Laird et al.

JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT (2005)