Review of quantitative methods for supply chain resilience analysis

S Hosseini, D Ivanov, A Dolgui - … research part E: logistics and transportation …, 2019 - Elsevier
Supply chain resilience (SCR) manifests when the network is capable to withstand, adapt,
and recover from disruptions to meet customer demand and ensure performance. This paper …

Role of Big Data Analytics in supply chain management: current trends and future perspectives

S Maheshwari, P Gautam, CK Jaggi - International Journal of …, 2021 - Taylor & Francis
It is a widely accepted fact that almost every research or business revolves around Data.
Data from various business sectors has been growing sharply and the management of this …

A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0

D Ivanov, A Dolgui - Production Planning & Control, 2021 - Taylor & Francis
We theorize a notion of a digital supply chain (SC) twin–a computerized model that
represents network states for any given moment in real time. We explore the conditions …

Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic

D Ivanov - Annals of operations research, 2022 - Springer
Viability is the ability of a supply chain (SC) to maintain itself and survive in a changing
environment through a redesign of structures and replanning of performance with long-term …

Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case

D Ivanov - Transportation Research Part E: Logistics and …, 2020 - Elsevier
Epidemic outbreaks are a special case of supply chain (SC) risks which is distinctively
characterized by a long-term disruption existence, disruption propagations (ie, the ripple …

Reconfigurable supply chain: The X-network

A Dolgui, D Ivanov, B Sokolov - International Journal of Production …, 2020 - Taylor & Francis
Research on supply chain (SC) digitalization, resilience, sustainability and leagility has
remarkably progressed, most of it focused on the individual contributions of these four major …

Measuring social media influencer index-insights from Facebook, Twitter and Instagram

A Arora, S Bansal, C Kandpal, R Aswani… - Journal of retailing and …, 2019 - Elsevier
The growth of social media has completely revamped the way people interact, communicate
and engage. These platforms play a key role in facilitating greater outreach and influence …

A supervised machine learning approach to data-driven simulation of resilient supplier selection in digital manufacturing

IM Cavalcante, EM Frazzon, FA Forcellini… - International Journal of …, 2019 - Elsevier
There has been an increased interest in resilient supplier selection in recent years, much of
it focusing on forecasting the disruption probabilities. We conceptualize an entirely different …

A review of research relevant to the emerging industry trends: Industry 4.0, IoT, blockchain, and business analytics

C Zhang, Y Chen - Journal of Industrial Integration and …, 2020 - World Scientific
Industry 4.0, Internet of Things, Blockchain, and Business Analytics are the hot research
topics and have attracted much attention from scholars and practitioners in recent years. In …

[HTML][HTML] Applications of machine learning methods for engineering risk assessment–A review

J Hegde, B Rokseth - Safety science, 2020 - Elsevier
The purpose of this article is to present a structured review of publications utilizing machine
learning methods to aid in engineering risk assessment. A keyword search is performed to …