Concepedia

Ilias Petrounias

IP

15

Publications

650

Citations

11

H-Index

1998

Active since

Affiliations

University of Manchester(Current)

University of Westminster

Democritus University of Thrace

Ilias Petrounias is an author at University of Manchester specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceData MiningMachine LearningFuzzy LogicKnowledge DiscoveryPattern RecognitionPredictive AnalyticsDeep Learning

Publications per year

1998–2020

15

Publications

15

A deep-learning model for urban traffic flow prediction with traffic events mined from twitter

Aniekan Essien, Ilias Petrounias, Pedro Sampaio et al. · World Wide Web · 2020 · 182 citations · Full text

A CLUSTERING-BASED FUZZY WAVELET NEURAL NETWORK MODEL FOR SHORT-TERM LOAD FORECASTING

Vassilis Kodogiannis, Mahdi Amina, Ilias Petrounias · International Journal of Neural Systems · 2013 · 74 citations

Improving Urban Traffic Speed Prediction Using Data Source Fusion and Deep Learning

Aniekan Essien, Ilias Petrounias, Pedro Sampaio et al. · 2019 · 61 citations · Full text

Intelligent Traffic Management, Deep Neural Networks, Engineering +13

A hybrid intelligent approach for the prediction of electricity consumption

Mahdi Amina, Vassilis Kodogiannis, Ilias Petrounias et al. · International Journal of Electrical Power & Energy Systems · 2012 · 55 citations · Full text

A Framework for Using Web Usage Mining to Personalise E-learning

Hafidh Ba-Omar, Ilias Petrounias, Fahad Anwar · 2007 · 46 citations

Web Mining, E-learning, Engineering +13

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