Simulation-based multi-objective optimization for enhanced safety of fire emergency response in metro stations

Q Liu, R He, L Zhang - Reliability Engineering & System Safety, 2022 - Elsevier
This study establishes a multi-objective optimization (MOO) model for fire emergency
response in the metro station using a simulation-based analysis, in which the emergency …

Parallel computation of skyline and reverse skyline queries using mapreduce

Y Park, JK Min, K Shim - Proceedings of the VLDB Endowment, 2013 - dl.acm.org
The skyline operator and its variants such as dynamic skyline and reverse skyline operators
have attracted considerable attention recently due to their broad applications. However …

Efficient processing of skyline queries using MapReduce

Y Park, JK Min, K Shim - IEEE Transactions on Knowledge and …, 2017 - ieeexplore.ieee.org
The skyline operator has attracted considerable attention recently due to its broad
applications. However, computing a skyline is challenging today since we have to deal with …

ANTELOPE: A semantic-aware data cube scheme for cloud data center networks

Y Hua, X Liu, H Jiang - IEEE Transactions on Computers, 2013 - ieeexplore.ieee.org
Today's cloud data centers contain more than millions of servers and offer high bandwidth. A
fundamental problem is how to significantly improve the large-scale system's scalability to …

Hybrid entity clustering using crowds and data

J Lee, H Cho, JW Park, Y Cha, S Hwang, Z Nie… - The VLDB Journal, 2013 - Springer
Query result clustering has attracted considerable attention as a means of providing users
with a concise overview of results. However, little research effort has been devoted to …

How is the AI perceived when it behaves (un) fairly?

Y Chu, J Li, J Xu - International Conference on Human-Computer …, 2023 - Springer
Fairness plays a crucial role in human-human interaction, so it is expected to play a
significant role in human-AI interaction as well. Integrating the principles of fairness into AI …

Product recommendation for small-scale retailers

M Kaminskas, D Bridge, F Foping, D Roche - E-Commerce and Web …, 2015 - Springer
Product recommendation in e-commerce is a widely applied technique which has been
shown to bring benefits in both product sales and customer satisfaction. In this work we …

An efficient parallel processing method for skyline queries in MapReduce

J Kim, MH Kim - The Journal of Supercomputing, 2018 - Springer
Skyline queries are useful for finding only interesting tuples from multi-dimensional datasets
for multi-criteria decision making. To improve the performance of skyline query processing …

MapReduce-based skyline query processing scheme using adaptive two-level grids

HC Ryu, S Jung - Cluster Computing, 2017 - Springer
Skyline queries are extensively used for solving many problems such as product
recommendation, because skylines contain data to satisfy various user criteria. Currently …

k-Dominant Skyline Query Computation in MapReduce Environment

MA Siddique, H Tian, Y Morimoto - IEICE TRANSACTIONS on …, 2015 - search.ieice.org
Filtering uninteresting data is important to utilize “big data”. Skyline query is popular
technique to filter uninteresting data, in which it selects a set of objects that are not …