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Mark Eastwood
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2020 – today
- 2024
- [i3]Mark Eastwood, John Pocock, Mostafa Jahanifar, Adam Shephard, Skiros Habib, Ethar Alzaid, Abdullah Alsalemi, Jan Lukas Robertus, Nasir M. Rajpoot, Shan E Ahmed Raza, Fayyaz Minhas:
TIAViz: A Browser-based Visualization Tool for Computational Pathology Models. CoRR abs/2402.09990 (2024) - 2023
- [j5]Mark Eastwood, Silviu Tudor Marc, Xiaohong Gao, Heba Sailem, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz Minhas, Jan Lukas Robertus:
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data. Artif. Intell. Medicine 143: 102628 (2023) - [j4]Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot:
An aggregation of aggregation methods in computational pathology. Medical Image Anal. 88: 102885 (2023) - [i2]Mark Eastwood, Heba Sailem, Silviu Tudor Marc, Xiaohong Gao, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz ul Amir Afsar Minhas, Jan Lukas Robertus:
MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images. CoRR abs/2302.12653 (2023) - 2022
- [c14]Mark Eastwood, Silviu Tudor Marc, Xiaohong Gao, Heba Sailem, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz A. Minhas, Jan Lukas Robertus:
Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction. AIME 2022: 263-272 - [c13]Callum Christopher Mackenzie, Muhammad Dawood, Simon Graham, Mark Eastwood, Fayyaz ul Amir Afsar Minhas:
Neural Graph Modelling of Whole Slide Images for Survival Ranking. LoG 2022: 48 - [i1]Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot:
An Aggregation of Aggregation Methods in Computational Pathology. CoRR abs/2211.01256 (2022)
2010 – 2019
- 2018
- [c12]Alexandros Konios, Yanguo Jing, Mark Eastwood, Bo Tan:
Unifying and Analysing Activities of Daily Living in Extra Care Homes. DASC/PiCom/DataCom/CyberSciTech 2018: 474-479 - [c11]Ariel Ruiz-Garcia, Nicola Webb, Vasile Palade, Mark Eastwood, Mark Elshaw:
Deep Learning for Real Time Facial Expression Recognition in Social Robots. ICONIP (5) 2018: 392-402 - [c10]Erik Barrow, Mark Eastwood, Chrisina Jayne:
Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. IJCNN 2018: 1-8 - 2017
- [c9]Yanguo Jing, Mark Eastwood, Bo Tan, Alexandros Konios, Abdul Hamid, Mark Collinson:
An intelligent well-being monitoring system for residents in extra care homes. IML 2017: 8:1-8:6 - 2016
- [c8]Erik Barrow, Mark Eastwood, Chrisina Jayne:
Selective Dropout for Deep Neural Networks. ICONIP (3) 2016: 519-528 - 2015
- [c7]Erik Barrow, Chrisina Jayne, Mark Eastwood:
Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. ICONIP (4) 2015: 29-37 - 2014
- [j3]Mark Eastwood, Chrisina Jayne:
Evaluation of hyperbox neural network learning for classification. Neurocomputing 133: 249-257 (2014) - [c6]Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite:
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. IDA 2014: 49-60 - [c5]Mark Eastwood, Chrisina Jayne:
Dual Deep Neural Network approach to matching data in different modes. IJCNN 2014: 1688-1694 - 2013
- [c4]Mark Eastwood, Chrisina Jayne:
Restricted Boltzmann machines for pre-training deep Gaussian networks. IJCNN 2013: 1-8 - 2012
- [j2]Mark Eastwood, Bogdan Gabrys:
Generalised bottom-up pruning: A model level combination of decision trees. Expert Syst. Appl. 39(10): 9150-9158 (2012) - 2011
- [c3]Mark Eastwood, Bogdan Gabrys:
Model level combination of tree ensemble hyperboxes via GFMM. FSKD 2011: 443-447 - [c2]Mark Eastwood, Petr Kadlec:
Interpretable, Online Soft-Sensors for Process Control. ICDM Workshops 2011: 581-587 - 2010
- [b1]Mark Eastwood:
Building well-performing classifier ensembles : model and decision level combination. Bournemouth University, Poole, UK, 2010
2000 – 2009
- 2009
- [c1]Mark Eastwood, Bogdan Gabrys:
A Non-sequential Representation of Sequential Data for Churn Prediction. KES (1) 2009: 209-218 - 2007
- [j1]Mark Eastwood, Bogdan Gabrys:
The Dynamics of Negative Correlation Learning. J. VLSI Signal Process. 49(2): 251-263 (2007)
Coauthor Index
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