Marta Vallejo

24 papers C 1Misc 1Journal 7Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Validating Vision Transformers for Otoscopy: Performance and Data-Leakage Effects.
CoRR
James Ndubuisi, Fernando Auat, Marta Vallejo
2024 Misc conf
Audio-Aided Learning Framework for Image Classification with Limited Training Images.
ICASSP
Qi Wu, Chengjia Wang, Xiaohui Li, Guangxing Wu, Marta Vallejo, Ruixuan Wang
2024 — conf
Impact of Loss Functions on Label-free Virtual H&E Staining.
ICBBT
Qiang Wang, James R. Hopgood, Marta Vallejo
2024 — conf
Miniaturised and Flexible Patch for Continuous Tremor Monitoring Using Machine Learning.
MeMeA
Tiantao Jiang, Encarna Micó-Amigoa, Abdullah Abdulaziz, Lukas Jurcaga, Marta Vallejo, Sadeque Reza Khan
2024 C conf
Quantification of Matching Results for Autofluorescence Intensity Images and Histology Images.
ICPRAM
Malihe Javidi, Qiang Wang, Marta Vallejo
2022 J jnl
A layer-level multi-scale architecture for lung cancer classification with fluorescence lifetime imaging endomicroscopy.
Neural Comput. Appl.
Qiang Wang, James R. Hopgood, Susan Fernandes, Neil Finlayson, Gareth O. S. Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo
2022 J jnl
Deep Learning-Assisted Co-registration of Full-Spectral Autofluorescence Lifetime Microscopic Images with H&E-Stained Histology Images.
CoRR
Qiang Wang, Susan Fernandes, Gareth O. S. Williams, Neil Finlayson, Ahsan R. Akram, Kevin Dhaliwal, James R. Hopgood, Marta Vallejo
2022 J jnl
Parkinson's disease diagnosis using convolutional neural networks and figure-copying tasks.
Neural Comput. Appl.
Mohamad Alissa, Michael A. Lones, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, Marta Vallejo
2021 J jnl
Classification of SARS-CoV-2 and non-SARS-CoV-2 using machine learning algorithms.
Comput. Biol. Medicine
Om Prakash Singh, Marta Vallejo, Ismail M. El-Badawy, Ali Aysha, Jagannathan Madhanagopal, Ahmad Athif Mohd Faudzi
2021 — conf
Evaluation of Recurrent Neural Network Models for Parkinson's Disease Classification Using Drawing Data.
EMBC
Arjun Shenoy A. V, Michael A. Lones, Stephen L. Smith, Marta Vallejo
2021 — conf
Fluorescence lifetime imaging endomicroscopy-based ex-vivo lung cancer prediction using multi-scale concatenated-dilation convolutional neural networks.
Computer-Aided Diagnosis
Qiang Wang, James R. Hopgood, Marta Vallejo
2021 — conf
Multi-Scale Aggregated-Dilation Network for ex-vivo Lung Cancer Detection with Fluorescence Lifetime Imaging Endomicroscopy.
EMBC
Qiang Wang, James R. Hopgood, Marta Vallejo
2020 — conf
Deep Learning in ex-vivo Lung Cancer Discrimination using Fluorescence Lifetime Endomicroscopic Images.
EMBC
Qiang Wang, James R. Hopgood, Neil Finlayson, Gareth O. S. Williams, Susan Fernandes, Elvira Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo
2020 — conf
The True Online Continuous Learning Automation (TOCLA) in a continuous control benchmarking of actor-critic algorithms.
SSCI
Gordon Frost, Marta Vallejo
2017 J jnl
Online/offline evolutionary algorithms for dynamic urban green space allocation problems.
J. Exp. Theor. Artif. Intell.
Marta Vallejo, David W. Corne, Patrícia A. Vargas
2016 — conf
A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients.
GECCO (Companion)
Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, David W. Corne, Michael A. Lones
2016 — conf
Evolutionary algorithms under noise and uncertainty: A location-allocation case study.
SSCI
Marta Vallejo, David W. Corne
2016 — conf
Exploring diagnostic models of Parkinson's disease with multi-objective regression.
SSCI
Marta Vallejo, Stuart Jamieson, Jeremy Cosgrove, Stephen L. Smith, Michael A. Lones, Jane E. Alty, David W. Corne
2016 — conf
Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease.
GECCO (Companion)
Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stephen L. Smith, David W. Corne, Michael A. Lones
2015 — conf
Agent-based Modelling for Green Space Allocation in Urban Areas - Factors Influencing Agent Behaviour.
ICAART (1)
Marta Vallejo, Verena Rieser, David W. Corne
2015 J jnl
Genetic algorithm evaluation of green search allocation policies in multilevel complex urban scenarios.
J. Comput. Sci.
Marta Vallejo, Verena Rieser, David W. Corne
2013 — conf
Evolving Optimal Spatial Allocation Policies for Complex and Uncertain Environments.
ICAART (Revised Selected Papers)
Marta Vallejo, David W. Corne, Verena Rieser
2013 — conf
Evolving Urbanisation Policies - Using a Statistical Model to Accelerate Optimisation over Agent-based Simulations.
ICAART (2)
Marta Vallejo, David W. Corne, Verena Rieser
2012 — conf
A fast approximative approach for the Vehicle Routing Problem.
UKCI
Marta Vallejo, Patrícia A. Vargas, David W. Corne