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Dr Georgina Cosma's Projects

adaboostcnn icon adaboostcnn

Taherkhani, A, Cosma, G, McGinnity, M (2020) AdaBoost-CNN: an adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning, Neurocomputing, 404, pp.351-366, ISSN: 0925-2312. DOI: 10.1016/j.neucom.2020.03.064.

ai-soco icon ai-soco

Official FIRE 2020 Authorship Identification of SOurce COde (AI-SOCO) task repository containing dataset, evaluation tools and baselines

bert-solr-search icon bert-solr-search

Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU

biomeddeeplearning icon biomeddeeplearning

A Hybrid Model for Classification of Biomedical Data using Feature Filtering and a Convolutional Neural Network

deepgesture icon deepgesture

Hand gesture recognition using an adapted convolutional neural network with data augmentation

ebcs-fs icon ebcs-fs

Extended Binary Cuckoo Search for Feature Selection

fyp-news-summary icon fyp-news-summary

A abstractive news summary generator. Taking the latest news from the internet and creating summary based on that.

ga-fs icon ga-fs

Genetic Algorithm for Feature Selection

generalisationpoweranalysis icon generalisationpoweranalysis

Generalisation Power Analysis for finding a stable set of features using evolutionary computation feature selection algorithms

i-sirchpapers icon i-sirchpapers

Code for the I-SIRch summarisation and topic modelling papers

ieee_access_mhealth icon ieee_access_mhealth

Python code for the paper entitled "Feature Extraction and Classification using Leading Eigenvectors: Applications to Biomedical and Multi-Modal mHealth Data", IEEE Access

medcattrainer icon medcattrainer

A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mmu icon mmu

Source Code for Multi-Modal Unparing Framework

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