A literature review on one-class classification and its potential applications in big data
In severely imbalanced datasets, using traditional binary or multi-class classification typically
leads to bias towards the class (es) with the much larger number of instances. Under such …
leads to bias towards the class (es) with the much larger number of instances. Under such …
Emerging technologies for smart cities' transportation: geo-information, data analytics and machine learning approaches
With the recent increase in urban drift, which has led to an unprecedented surge in urban
population, the smart city (SC) transportation industry faces a myriad of challenges …
population, the smart city (SC) transportation industry faces a myriad of challenges …
Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future
The rapid development and implementation of smart and IoT (Internet of Things) based
technologies have allowed for various possibilities in technological advancements for …
technologies have allowed for various possibilities in technological advancements for …
A survey on fault diagnosis approaches for rolling bearings of railway vehicles
This paper reviews the current research status of rolling bearing fault diagnosis technology
for railway vehicles. Several domains are covered, including vibration fault diagnosis …
for railway vehicles. Several domains are covered, including vibration fault diagnosis …
Condition monitoring of rail transport systems: A bibliometric performance analysis and systematic literature review
Condition monitoring of rail transport systems has become a phenomenon of global interest
over the past half a century. The approaches to condition monitoring of various rail transport …
over the past half a century. The approaches to condition monitoring of various rail transport …
Sustainable transport and mobility—Oriented innovative startups and business models
A Skala - Sustainability, 2022 - mdpi.com
Sustainability-oriented transport and mobility solutions hunt for engineering and
management innovations. Both are primarily adopted by startups—ambitious and dynamic …
management innovations. Both are primarily adopted by startups—ambitious and dynamic …
Industry 4.0 technologies applied to the rail transportation industry: A systematic review
Background: Industry 4.0 technologies have been widely used in the railway industry,
focusing mainly on maintenance and control tasks necessary in the railway infrastructure …
focusing mainly on maintenance and control tasks necessary in the railway infrastructure …
Potential game based task offloading in the high-speed railway with reinforcement learning
The advanced 5G and mobile edge computing promote the development of the intelligent
high-speed railway and enable computing-intensive and latency-sensitive tasks. Mobile …
high-speed railway and enable computing-intensive and latency-sensitive tasks. Mobile …
A systematic and network-based analysis of data-driven quality management in supply chains and proposed future research directions
Purpose This work aims to review past and present articles about data-driven quality
management (DDQM) in supply chains (SCs). The motive behind the review is to identify …
management (DDQM) in supply chains (SCs). The motive behind the review is to identify …
Architecture of managing big data of mixed transportation of passengers in aglomerations
NA Zhuravleva, M Poliak - IOP Conference Series: Materials …, 2020 - iopscience.iop.org
The aim of this study is to develop a big data architecture that can provide the formation and
management of competitive mixed passenger traffic in agglomerations in real time, taking …
management of competitive mixed passenger traffic in agglomerations in real time, taking …