Lavinia Ferariu

According to our database, Lavinia Ferariu authored at least 32 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Enhancing Visual Feedback Control through Early Fusion Deep Learning.

Adrian-Paul Botezatu, Lavinia Ferariu, Adrian Burlacu

Entropy, October, 2023

FedAcc and FedAccSize: Aggregation Methods for Federated Learning Applications.

Iuliana Bejenar, Lavinia Ferariu, Carlos M. Pascal, Constantin Florin Caruntu

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

2022

Early Fusion Based CNN Architecture for Visual Servoing Systems.

Adrian-Paul Botezatu, Lavinia Ferariu, Adrian Burlacu, Teodor-Andrei Sauciuc

Proceedings of the 26th International Conference on Methods and Models in Automation and Robotics, 2022

SO3-CNN: Learning Rigid Displacement using Depth Images and Orthogonal Dual Tensors.

Teodor-Andrei Sauciuc, Adrian Burlacu, Lavinia Ferariu, Adrian-Paul Botezatu

Proceedings of the IECON 2022, 2022

End-to-End Single Image Super-Resolution Based on Convolutional Neural Networks.

Lavinia Ferariu, Iosif-Alin Beti

Proceedings of the 26th International Conference on System Theory, Control and Computing , 2022

Visual Feedback Control using CNN Based Architecture with Input Data Fusion.

Adrian-Paul Botezatu, Lavinia Ferariu, Adrian Burlacu, Teodor-Andrei Sauciuc

Proceedings of the 26th International Conference on System Theory, Control and Computing , 2022

2021

Fusing Convolutional Neural Networks with Segmentation for Brain Tumor Classification.

Lavinia Ferariu, Emil-Daniel Neculau

Proceedings of the 25th International Conference on System Theory, Control and Computing, 2021

Feature Selection via Genetic Multiobjective Optimization with Fuzzy Rejection Mechanisms.

Corina Cimpanu, Lavinia Ferariu, Tiberius Dumitriu

Proceedings of the 17th IEEE International Conference on Intelligent Computer Communication and Processing, 2021

2020

Trajectory optimization through connected cooperative control for multiple-vehicle flocking.

Constantin Florin Caruntu, Carlos M. Pascal, Lavinia Ferariu, Ciprian-Romeo Comsa

Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

Fusing Faster R-CNN and Background Subtraction Based on the Mixture of Gaussians Model.

Lavinia Ferariu, Carla-Francesca Chile

Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

Semantic Segmentation of Street Scenes Using a Hybridisation between 3D Features and CNNs.

Lavinia Ferariu, Teodor-Andrei Sauciuc

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019

Connected cooperative control for multiple-lane automated vehicle flocking on highway scenarios.

Constantin Florin Caruntu, Lavinia Ferariu, Carlos M. Pascal, Nicolae Cleju, Ciprian-Romeo Comsa

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Genetic Multiobjective Optimisation with Elite Insertion for EEG Feature Selection.

Lavinia Ferariu, Corina Cimpanu

Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

A Concept of Multiple-lane Vehicle Grouping by Swarm Intelligence.

Constantin Florin Caruntu, Lavinia Ferariu, Carlos M. Pascal, Nicolae Cleju, Ciprian-Romeo Comsa

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018

EEG Multi-Objective Feature Selection Using Temporal Extension.

Lavinia Ferariu, Corina Cimpanu, Tiberius Dumitriu, Florina Ungureanu

Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

2017

Using self - Organising maps for Pareto - Ranking in genetic multiobjective optimisations.

Lavinia Ferariu

Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

2015

Adaptive genetic Pareto ranking based on clustering.

Lavinia Ferariu, Corina Cimpanu

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

2011

A regressive schema theory based tool for GP evolved nonlinear models.

Alina Patelli, Lavinia Ferariu

Proceedings of the 17th International Conference on Automation and Computing, 2011

Multiobjective design of evolutionary hybrid neural networks.

Lavinia Ferariu, Bogdan Burlacu

Proceedings of the 17th International Conference on Automation and Computing, 2011

Multiobjective genetic programming with adaptive clustering.

Lavinia Ferariu, Bogdan Burlacu

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

OSEK-based gateway algorithm for multi-domain CAN systems.

Florin Catalin Braescu, Lavinia Ferariu, Andrei Nacu

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

Regressor Survival Rate Estimation for Enhanced Crossover Configuration.

Alina Patelli, Lavinia Ferariu

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

OSEK Based Embedded Networked Controller Handling Communication Delays.

Florin Catalin Braescu, Constantin Florin Caruntu, Lavinia Ferariu, Corneliu Lazar

Proceedings of the Second Eastern European Regional Conference on the Engineering of Computer Based Systems, 2011

2010

Increasing crossover operator efficiency in multiobjective nonlinear systems identification.

Alina Patelli, Lavinia Ferariu

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Elitist multiobjective nonlinear systems identification with insular evolution and diversity preservation.

Alina Patelli, Lavinia Ferariu

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Migration-based multiobjective genetic programming for nonlinear system identification.

Lavinia Ferariu, Alina Patelli

Proceedings of the 5th International Symposium on Applied Computational Intelligence and Informatics, 2009

Multiobjective selection of features for pattern recognition.

Lavinia Ferariu, Doru Panescu

Proceedings of the 2009 IEEE International Workshop on Robotic and Sensors Environments, 2009

Multiobjective Genetic Programming for Nonlinear System Identification.

Lavinia Ferariu, Alina Patelli

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Nonlinear system identification by means of genetic programming.

Alina Patelli, Lavinia Ferariu

Proceedings of the 10th European Control Conference, 2009

Pattern recognition for holonic manufacturing systems.

Lavinia Ferariu, Doru Panescu

Proceedings of the 10th European Control Conference, 2009

2003

Nonlinear system identification based on evolutionary dynamic neural networks with complex weights.

Lavinia Ferariu

Proceedings of the 7th European Control Conference, 2003

1999

Genetic evolving of dynamic neural networks with application to process fault diagnosis.

Teodor Marcu, Lavinia Ferariu, Paul M. Frank

Proceedings of the 5th European Control Conference, 1999