Marta Vallejo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Microscopic Images

Top Venues

GECCO (Companion)

Neural Comput. Appl.

Publications

Qi Wu, Chengjia Wang, Xiaohui Li, Guangxing Wu, Marta Vallejo, Ruixuan Wang
Audio-Aided Learning Framework for Image Classification with Limited Training Images. ICASSP (2024)
Tiantao Jiang, Encarna Micó-Amigoa, Abdullah Abdulaziz, Lukas Jurcaga, Marta Vallejo, Sadeque Reza Khan
Miniaturised and Flexible Patch for Continuous Tremor Monitoring Using Machine Learning. MeMeA (2024)
Malihe Javidi, Qiang Wang, Marta Vallejo
Quantification of Matching Results for Autofluorescence Intensity Images and Histology Images. ICPRAM (2024)
Mohamad Alissa, Michael A. Lones, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, Marta Vallejo
Parkinson's disease diagnosis using convolutional neural networks and figure-copying tasks. Neural Comput. Appl. 34 (2) (2022)
Qiang Wang, James R. Hopgood, Susan Fernandes, Neil Finlayson, Gareth O. S. Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo
A layer-level multi-scale architecture for lung cancer classification with fluorescence lifetime imaging endomicroscopy. Neural Comput. Appl. 34 (21) (2022)
Qiang Wang, Susan Fernandes, Gareth O. S. Williams, Neil Finlayson, Ahsan R. Akram, Kevin Dhaliwal, James R. Hopgood, Marta Vallejo
Deep Learning-Assisted Co-registration of Full-Spectral Autofluorescence Lifetime Microscopic Images with H&E-Stained Histology Images. CoRR (2022)
Om Prakash Singh, Marta Vallejo, Ismail M. El-Badawy, Ali Aysha, Jagannathan Madhanagopal, Ahmad Athif Mohd Faudzi
Classification of SARS-CoV-2 and non-SARS-CoV-2 using machine learning algorithms. Comput. Biol. Medicine 136 (2021)
Qiang Wang, James R. Hopgood, Marta Vallejo
Multi-Scale Aggregated-Dilation Network for ex-vivo Lung Cancer Detection with Fluorescence Lifetime Imaging Endomicroscopy. EMBC (2021)
Qiang Wang, James R. Hopgood, Marta Vallejo
Fluorescence lifetime imaging endomicroscopy-based ex-vivo lung cancer prediction using multi-scale concatenated-dilation convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2021)
Arjun Shenoy A. V, Michael A. Lones, Stephen L. Smith, Marta Vallejo
Evaluation of Recurrent Neural Network Models for Parkinson's Disease Classification Using Drawing Data. EMBC (2021)
Gordon Frost, Marta Vallejo
The True Online Continuous Learning Automation (TOCLA) in a continuous control benchmarking of actor-critic algorithms. SSCI (2020)
Qiang Wang, James R. Hopgood, Neil Finlayson, Gareth O. S. Williams, Susan Fernandes, Elvira Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo
Deep Learning in ex-vivo Lung Cancer Discrimination using Fluorescence Lifetime Endomicroscopic Images. EMBC (2020)
Marta Vallejo, David W. Corne, Patrícia A. Vargas
Online/offline evolutionary algorithms for dynamic urban green space allocation problems. J. Exp. Theor. Artif. Intell. 29 (4) (2017)
Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, David W. Corne, Michael A. Lones
A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients. GECCO (Companion) (2016)
Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stephen L. Smith, David W. Corne, Michael A. Lones
Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease. GECCO (Companion) (2016)
Marta Vallejo, Stuart Jamieson, Jeremy Cosgrove, Stephen L. Smith, Michael A. Lones, Jane E. Alty, David W. Corne
Exploring diagnostic models of Parkinson's disease with multi-objective regression. SSCI (2016)
Marta Vallejo, David W. Corne
Evolutionary algorithms under noise and uncertainty: A location-allocation case study. SSCI (2016)
Marta Vallejo, Verena Rieser, David W. Corne
Genetic algorithm evaluation of green search allocation policies in multilevel complex urban scenarios. J. Comput. Sci. 9 (2015)
Marta Vallejo, Verena Rieser, David W. Corne
Agent-based Modelling for Green Space Allocation in Urban Areas - Factors Influencing Agent Behaviour. ICAART (1) (2015)
Marta Vallejo, David W. Corne, Verena Rieser
Evolving Urbanisation Policies - Using a Statistical Model to Accelerate Optimisation over Agent-based Simulations. ICAART (2) (2013)
Marta Vallejo, David W. Corne, Verena Rieser
Evolving Optimal Spatial Allocation Policies for Complex and Uncertain Environments. ICAART (Revised Selected Papers) (2013)
Marta Vallejo, Patrícia A. Vargas, David W. Corne
A fast approximative approach for the Vehicle Routing Problem. UKCI (2012)