Marta Vallejo

According to our database, Marta Vallejo authored at least 20 papers between 2012 and 2024.

Collaborative distances:

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

2024

Quantification of Matching Results for Autofluorescence Intensity Images and Histology Images.

Malihe Javidi, Qiang Wang, Marta Vallejo

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2022

A layer-level multi-scale architecture for lung cancer classification with fluorescence lifetime imaging endomicroscopy.

Qiang Wang, James R. Hopgood, Susan Fernandes, Neil Finlayson, Gareth O. S. Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo

Neural Comput. Appl., 2022

Parkinson's disease diagnosis using convolutional neural networks and figure-copying tasks.

Mohamad Alissa, Michael A. Lones, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, Marta Vallejo

Neural Comput. Appl., 2022

Deep Learning-Assisted Co-registration of Full-Spectral Autofluorescence Lifetime Microscopic Images with H&E-Stained Histology Images.

Qiang Wang, Susan Fernandes, Gareth O. S. Williams, Neil Finlayson, Ahsan R. Akram, Kevin Dhaliwal, James R. Hopgood, Marta Vallejo

CoRR, 2022

2021

Classification of SARS-CoV-2 and non-SARS-CoV-2 using machine learning algorithms.

Om Prakash Singh, Marta Vallejo, Ismail M. El-Badawy, Ali Aysha, Jagannathan Madhanagopal, Ahmad Athif Mohd Faudzi

Comput. Biol. Medicine, 2021

Fluorescence lifetime imaging endomicroscopy-based ex-vivo lung cancer prediction using multi-scale concatenated-dilation convolutional neural networks.

Qiang Wang, James R. Hopgood, Marta Vallejo

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Multi-Scale Aggregated-Dilation Network for ex-vivo Lung Cancer Detection with Fluorescence Lifetime Imaging Endomicroscopy.

Qiang Wang, James R. Hopgood, Marta Vallejo

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Evaluation of Recurrent Neural Network Models for Parkinson's Disease Classification Using Drawing Data.

Arjun Shenoy A. V, Michael A. Lones, Stephen L. Smith, Marta Vallejo

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

The True Online Continuous Learning Automation (TOCLA) in a continuous control benchmarking of actor-critic algorithms.

Gordon Frost, Marta Vallejo

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Deep Learning in ex-vivo Lung Cancer Discrimination using Fluorescence Lifetime Endomicroscopic Images.

Qiang Wang, James R. Hopgood, Neil Finlayson, Gareth O. S. Williams, Susan Fernandes, Elvira Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2017

Online/offline evolutionary algorithms for dynamic urban green space allocation problems.

Marta Vallejo, David W. Corne, Patrícia A. Vargas

J. Exp. Theor. Artif. Intell., 2017

2016

Exploring diagnostic models of Parkinson's disease with multi-objective regression.

Marta Vallejo, Stuart Jamieson, Jeremy Cosgrove, Stephen L. Smith, Michael A. Lones, Jane E. Alty, David W. Corne

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Evolutionary algorithms under noise and uncertainty: A location-allocation case study.

Marta Vallejo, David W. Corne

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease.

Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stephen L. Smith, David W. Corne, Michael A. Lones

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients.

Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, David W. Corne, Michael A. Lones

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Genetic algorithm evaluation of green search allocation policies in multilevel complex urban scenarios.

Marta Vallejo, Verena Rieser, David W. Corne

J. Comput. Sci., 2015

Agent-based Modelling for Green Space Allocation in Urban Areas - Factors Influencing Agent Behaviour.

Marta Vallejo, Verena Rieser, David W. Corne

Proceedings of the ICAART 2015, 2015

2013

Evolving Optimal Spatial Allocation Policies for Complex and Uncertain Environments.

Marta Vallejo, David W. Corne, Verena Rieser

Proceedings of the Agents and Artificial Intelligence - 5th International Conference, 2013

Evolving Urbanisation Policies - Using a Statistical Model to Accelerate Optimisation over Agent-based Simulations.

Marta Vallejo, David W. Corne, Verena Rieser

Proceedings of the ICAART 2013, 2013

2012

A fast approximative approach for the Vehicle Routing Problem.

Marta Vallejo, Patrícia A. Vargas, David W. Corne

Proceedings of the 12th UK Workshop on Computational Intelligence, 2012