Concepedia

Sofia Fernandes

SF

7

Publications

495

Citations

7

H-Index

2017

Active since

Affiliations

INESC TEC(Current)

Universidade do Porto

University of Oslo

Halmstad University

Sofia Fernandes is an author at INESC TEC specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceBusinessNetwork AnalysisNetwork ScienceMachine LearningKnowledge DiscoverySocial Network AnalysisComputational Social Science

Publications per year

2017–2021

7

Publications

7

Social network analysis: An overview

Shazia Tabassum, Fabíola S. F. Pereira, Sofia Fernandes · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2018 · 357 citations

Network Theory (Electrical Engineering), Social Data Analysis, Engineering +22

Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance

Sofia Fernandes, Mário Antunes, Ana Rita Santiago et al. · Information · 2020 · 49 citations · Full text

Engineering, Machine Learning, Smart Manufacturing +22

Tensor decomposition for analysing time-evolving social networks: an overview

Sofia Fernandes, Hadi Fanaee‐T, João Gama · Artificial Intelligence Review · 2020 · 29 citations

Community Structure, Computational Social Science, Network Evolution +7

Dynamic graph summarization: a tensor decomposition approach

Sofia Fernandes, Hadi Fanaee‐T, João Gama · Data Mining and Knowledge Discovery · 2018 · 16 citations

Engineering, Graph Theory, Data Science +9

Spatiotemporal Road Traffic Anomaly Detection: A Tensor-Based Approach

Leo Tišljarić, Sofia Fernandes, Tonči Carić et al. · Applied Sciences · 2021 · 16 citations · Full text

Traffic Anomaly Detection, Intelligent Traffic Management, Machine Vision +15

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