A big data analytics approach to combat telecommunication vulnerabilities
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-0811-x
Abstract: Both the telecommunication networks and the mobile communication networks are using the Signaling System No. 7 (SS7) as the nervous system. It allows mobile users to communicate using SMS and phone calls, manage billing for… read more here.
Keywords: big data; data analytics; telecommunication; combat telecommunication ... See more keywords
Chain of events model for safety management: Data analytics approach
Sign Up to like & getrecommendations! Published in 2019 at "Safety Science"
DOI: 10.1016/j.ssci.2019.05.044
Abstract: Abstract In chain of events model, an accident path is defined by a series of sequential events from initiating event to accident realization. In this study, we define accident path as a 5-tuple set comprising… read more here.
Keywords: analytics approach; data analytics; events model; chain events ... See more keywords
Data analytics approach for train timetable performance measures using automatic train supervision data
Sign Up to like & getrecommendations! Published in 2018 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2017.0287
Abstract: Motivated by the practical requirements for timetable evaluation in China and the fact that massive train record data are collected but remain largely underused, this study presents a data analytics approach for train timetable performance… read more here.
Keywords: timetable performance; data analytics; time; analytics approach ... See more keywords
Data analytics approach for melt-pool geometries in metal additive manufacturing
Sign Up to like & getrecommendations! Published in 2019 at "Science and Technology of Advanced Materials"
DOI: 10.1080/14686996.2019.1671140
Abstract: ABSTRACT Modern data analytics was employed to understand and predict physics-based melt-pool formation by fabricating Ni alloy single tracks using powder bed fusion. An extensive database of melt-pool geometries was created, including processing parameters and… read more here.
Keywords: data analytics; pool geometries; pool; melt pool ... See more keywords
A Data Analytics Approach to the Cybercrime Underground Economy
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2831667
Abstract: Despite the rapid escalation of cyber threats, there has still been little research into the foundations of the subject or methodologies that could serve to guide information systems researchers and practitioners who deal with cybersecurity.… read more here.
Keywords: underground economy; analytics approach; data analytics; cybercrime underground ... See more keywords
SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Computer Graphics and Applications"
DOI: 10.1109/mcg.2022.3199727
Abstract: Understanding the interpretation of machine learning (ML) models has been of paramount importance when making decisions with societal impacts, such as transport control, financial activities, and medical diagnosis. While local explanation techniques are popular methods… read more here.
Keywords: analytics approach; subplex visual; visual analytics; model ... See more keywords
PlanningVis: A Visual Analytics Approach to Production Planning in Smart Factories
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2019.2934275
Abstract: Production planning in the manufacturing industry is crucial for fully utilizing factory resources (e.g., machines, raw materials and workers) and reducing costs. With the advent of industry 4.0, plenty of data recording the status of… read more here.
Keywords: analytics approach; visual analytics; production; planningvis visual ... See more keywords
When, Where and How does it fail? A Spatial-temporal Visual Analytics Approach for Interpretable Object Detection in Autonomous Driving.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2022.3201101
Abstract: Arguably the most representative application of artificial intelligence, autonomous driving systems usually rely on computer vision techniques to detect the situations of the external environment. Object detection underpins the ability of scene understanding in such… read more here.
Keywords: analytics approach; visual analytics; object detection; spatial temporal ... See more keywords
PDViz: A Visual Analytics Approach for State Policy Data
Sign Up to like & getrecommendations! Published in 2023 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14732
Abstract: Sub‐national governments across the United States implement a variety of policies to address large societal problems and needs. Many policies are picked up or adopted in other states. This process is called policy diffusion and… read more here.
Keywords: pdviz visual; policy diffusion; analytics approach; visual analytics ... See more keywords