The Dynamics of Negative Correlation Learning. - Mark Eastwood; Bogdan Gabrys (J. VLSI Signal Process., 2007)

A Non-sequential Representation of Sequential Data for Churn Prediction. - Mark Eastwood; Bogdan Gabrys (KES (1), 2009)

Building well-performing classifier ensembles : model and decision level combination. - Mark Eastwood (2010)

Model level combination of tree ensemble hyperboxes via GFMM. - Mark Eastwood; Bogdan Gabrys (FSKD, 2011)

Interpretable, Online Soft-Sensors for Process Control. - Mark Eastwood; Petr Kadlec 002 (ICDM Workshops, 2011)

Generalised bottom-up pruning: A model level combination of decision trees. - Mark Eastwood; Bogdan Gabrys (Expert Syst. Appl., 2012)

Restricted Boltzmann machines for pre-training deep Gaussian networks. - Mark Eastwood; Chrisina Jayne (IJCNN, 2013)

From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. - Marcin Budka; Mark Eastwood; Bogdan Gabrys; Petr Kadlec 002; Manuel Martin Salvador; Stephanie Schwan; Athanasios Tsakonas; Indre Zliobaite (IDA, 2014)

Dual Deep Neural Network approach to matching data in different modes. - Mark Eastwood; Chrisina Jayne (IJCNN, 2014)

Evaluation of hyperbox neural network learning for classification. - Mark Eastwood; Chrisina Jayne (Neurocomputing, 2014)

Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. - Erik Barrow; Chrisina Jayne; Mark Eastwood (ICONIP (4), 2015)

Selective Dropout for Deep Neural Networks. - Erik Barrow; Mark Eastwood; Chrisina Jayne (ICONIP (3), 2016)

An intelligent well-being monitoring system for residents in extra care homes. - Yanguo Jing; Mark Eastwood; Bo Tan 003; Alexandros Konios; Abdul Hamid; Mark Collinson (IML, 2017)

Unifying and Analysing Activities of Daily Living in Extra Care Homes. - Alexandros Konios; Yanguo Jing; Mark Eastwood; Bo Tan 003 (DASC/PiCom/DataCom/CyberSciTech, 2018)

Deep Learning for Real Time Facial Expression Recognition in Social Robots. - Ariel Ruiz-Garcia; Nicola Webb; Vasile Palade; Mark Eastwood; Mark Elshaw (ICONIP (5), 2018)

Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. - Erik Barrow; Mark Eastwood; Chrisina Jayne (IJCNN, 2018)

Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction. - 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; et al. (AIME, 2022)

Neural Graph Modelling of Whole Slide Images for Survival Ranking. - Callum Christopher Mackenzie; Muhammad Dawood; Simon Graham; Mark Eastwood; Fayyaz ul Amir Afsar Minhas (LoG, 2022)

MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images. - 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; et al. (CoRR, 2023)

An aggregation of aggregation methods in computational pathology. - Mohsin Bilal; Robert Jewsbury; Ruoyu Wang 027; Hammam M. AlGhamdi; Amina Asif; Mark Eastwood; Nasir M. Rajpoot (Medical Image Anal., 2023)

Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data. - 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; et al. (Artif. Intell. Medicine, 2023)

TIAViz: A Browser-based Visualization Tool for Computational Pathology Models. - 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 (CoRR, 2024)

Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer. - Neda Zamanitajeddin; Mostafa Jahanifar; Mohsin Bilal; Mark Eastwood; Nasir M. Rajpoot (Medical Image Anal., 2024)

Leveraging Pathology Foundation Models for Panoptic Segmentation of Melanoma in H&E Images. - Jiaqi Lv; Yijie Zhu; Carmen Guadalupe Colin Tenorio; Brinder Singh Chohan; Mark Eastwood; Shan E Ahmed Raza (MIUA (1), 2025)