[图书][B] Big data: Algorithms, analytics, and applications

KC Li, H Jiang, LT Yang, A Cuzzocrea - 2015 - books.google.com
As today's organizations are capturing exponentially larger amounts of data than ever, now
is the time for organizations to rethink how they digest that data. Through advanced …

Crowdsourcing-based real-time urban traffic speed estimation: From trends to speeds

H Hu, G Li, Z Bao, Y Cui, J Feng - 2016 IEEE 32nd International …, 2016 - ieeexplore.ieee.org
Real-time urban traffic speed estimation provides significant benefits in many real-world
applications. However, existing traffic information acquisition systems only obtain coarse …

Skyline queries constrained by multi-cost transportation networks

Q Gong, H Cao, P Nagarkar - 2019 IEEE 35th International …, 2019 - ieeexplore.ieee.org
Skyline queries are used to find the Pareto optimal solution from datasets containing multi-
dimensional data points. In this paper, we propose a new type of skyline queries whose …

Linear path skylines in multicriteria networks

M Shekelyan, G Jossé… - 2015 IEEE 31st …, 2015 - ieeexplore.ieee.org
In many graph applications, computing cost-optimal paths between two locations is an
important task for routing and distance computation. Depending on the network multiple cost …

Towards efficient path skyline computation in bicriteria networks

D Ouyang, L Yuan, F Zhang, L Qin, X Lin - International Conference on …, 2018 - Springer
Path skyline query is a fundamental problem in bicriteria network analysis and is widely
applied in a variety of applications. Given a source s and a destination t in a bicriteria …

Safe path planning with gaussian process regulated risk map

H Guo, Z Meng, Z Huang, LW Kang… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
Government data identifies driver behaviour errors as a factor in 94% of car crashes, and
autonomous vehicles (AVs), which avoids risky driver behaviours completely, are expected …

Performance evaluation of probabilistic time-dependent travel time computation

M Golasowski, R Tomis, J Martinovič… - … Information Systems and …, 2016 - Springer
Computational performance of route planning algorithms has become increasingly important
in recent real navigation applications with many simultaneous route requests. Navigation …

Robust traffic speed inference with Ensemble Learning

Z Yang, H Sun, J Huang, L He, X Jia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Traffic speed inference enables many applications that are essential for everyday life. Most
traffic-prediction approaches assume that a constant number of sensors are deployed on the …

Backbone Index and GNN Models for Skyline Path Query Evaluation over Multi-cost Road Networks

Q Gong, H Chen, H Cao, J Liu - ACM Transactions on Spatial Algorithms …, 2024 - dl.acm.org
Skyline path queries (SPQs) extend skyline queries to multi-dimensional networks, such as
multi-cost road networks (MCRNs). Such queries return a set of non-dominated paths …

Probabilistic time-dependent travel time computation using monte carlo simulation

R Tomis, L Rapant, J Martinovič, K Slaninová… - … Computing in Science …, 2016 - Springer
This paper presents an experimental evaluation of probabilistic time-dependent travel time
computation. Monte Carlo simulation is used for the computation of travel times and their …