Felician Campean

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Machine Learning

Heterogeneous Data

Convolutional Neural Networks

Top Venues

HPCC/SmartCity/DSS

iThings/GreenCom/CPSCom/SmartData

Publications

Luca Parisi, Ciprian-Daniel Neagu, Narrendar RaviChandran, Renfei Ma, Felician Campean
Optimal evolutionary framework-based activation function for image classification. Knowl. Based Syst. 299 (2024)
Jorge Angarita Marquez, Mohammad Ahmad A. Al-Ja'Afreh, Geev Mokryani, Sohag Kabir, Felician Campean, Cuong Dao, Sana Riaz
Analytical Reliability-Based Investment and Operation Model for Post-Failure Network Reconfiguration. ICSRS (2022)
Luca Parisi, Daniel Neagu, Renfei Ma, Felician Campean
Quantum ReLU activation for Convolutional Neural Networks to improve diagnosis of Parkinson's disease and COVID-19. Expert Syst. Appl. 187 (2022)
Sohag Kabir, Koorosh Aslansefat, Prosanta Gope, Felician Campean, Yiannis Papadopoulos
Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring. CoRR (2022)
Sana Riaz, Sohag Kabir, Felician Campean, Geev Mokryani, Cuong Dao, Jorge Angarita Marquez, Mohammad Ahmad A. Al-Ja'Afreh
Challenges with Providing Reliability Assurance for Self-Adaptive Cyber-Physical Systems. ICSRS (2022)
Vinod Vasudevan, Amr Abdullatif, Sohag Kabir, Felician Campean
A Framework to Handle Uncertainties of Machine Learning Models in Compliance with ISO 26262. UKCI (2021)
Daniel Neagu, Felician Campean, Marian Gheorghe
Engineering Data- & Model-Driven Applications: EDMA-2017 special issue editorial. Expert Syst. J. Knowl. Eng. 38 (7) (2021)
Alexey Uglanov, Kirill Kartashev, Felician Campean, Aleksandr Doikin, Amr Abdullatif, Emanuele Angiolini, Chunxing Lin, Qichun Zhang
Driver Behaviour Modelling: Travel Prediction Using Probability Density Function. UKCI (2021)
Kirill Kartashev, Aleksandr Doikin, Felician Campean, Alexey Uglanov, Amr Abdullatif, Qichun Zhang, Emanuele Angiolini
Driver Behaviour Clustering Using Discrete PDFs and Modified Markov Algorithm. UKCI (2021)
Morteza Soleimani, Felician Campean, Daniel Neagu
Integration of Hidden Markov Modelling and Bayesian Network for fault detection and prediction of complex engineered systems. Reliab. Eng. Syst. Saf. 215 (2021)
Morteza Soleimani, Felician Campean, Daniel Neagu
Diagnostics and prognostics for complex systems: A review of methods and challenges. Qual. Reliab. Eng. Int. 37 (8) (2021)
Sohag Kabir, Felician Campean
A Model-Based Reliability Analysis Method Using Bayesian Network. UKCI (2021)
Luca Parisi, Daniel Neagu, Renfei Ma, Felician Campean
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics. CoRR (2020)
Denis Torgunov, Paul R. Trundle, Felician Campean, Daniel Neagu, Andrew Sherratt
Vehicle Warranty Claim Prediction from Diagnostic Data Using Classification. UKCI (2019)
Gaurav Pant, Felician Campean, Aleksandrs Korsunovs, Daniel Neagu, Oscar García-Afonso
Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics Simulation Platform. UKCI (2019)
Natasha Micic, Ci Lei, Daniel Neagu, Felician Campean
Queries on Synthetic Images for Large Multivariate Engineering Data Base Searches. UKCI (2019)
Sorina-Nicoleta Predut, Florentin Ipate, Marian Gheorghe, Felician Campean
Formal Modelling of Cruise Control System Using Event-B and Rodin Platform. HPCC/SmartCity/DSS (2018)
Orla Murphy, Esmaeil Habib Zadeh, Felician Campean, Daniel Neagu
Robustness of Automotive SOTA: State-of-the-Art in Uncertainty Modelling. HPCC/SmartCity/DSS (2018)
Natasha Micic, Daniel Neagu, Denis Torgunov, Felician Campean
Exploring Methods for Comparing Similarity of Dimensionally Inconsistent Multivariate Numerical Data. HPCC/SmartCity/DSS (2018)
Ünal Yildirim, Felician Campean, Huw Williams
Function modeling using the system state flow diagram. Artif. Intell. Eng. Des. Anal. Manuf. 31 (4) (2017)
Raluca Lefticaru, Savas Konur, Ünal Yildirim, Amad Uddin, Felician Campean, Marian Gheorghe
Towards an Integrated Approach to Verification and Model-Based Testing in System Engineering. iThings/GreenCom/CPSCom/SmartData (2017)
Natasha Micic, Daniel Neagu, Felician Campean, Esmaeil Habib Zadeh
Towards a Data Quality Framework for Heterogeneous Data. iThings/GreenCom/CPSCom/SmartData (2017)
Mohammed Reza Kianifar, Felician Campean, Alastair S. Wood
Application of permutation genetic algorithm for sequential model building-model validation design of experiments. Soft Comput. 20 (8) (2016)
Amad ud Din, Mohammed Khurshid Khan, Felician Campean, Maryam Masood
A framework for complex product architecture analysis using an integrated approach. Concurr. Eng. Res. Appl. 24 (3) (2016)
Mohammed Reza Kianifar, Felician Campean, Alastair S. Wood
PermGA algorithm for a sequential optimal space filling DoE framework. UKCI (2014)
Jian-Ping Li, Felician Campean
Truss topology optimization with species conserving genetic algorithm. UKCI (2014)
Daniel Grove, Felician Campean
A comparison of two methods of analysing staircase fatigue test data. Qual. Reliab. Eng. Int. 24 (4) (2008)