Chrisina Jayne

Chrisina Jayne

Teesside University

H-index: 22

Europe-United Kingdom

About Chrisina Jayne

Chrisina Jayne, With an exceptional h-index of 22 and a recent h-index of 20 (since 2020), a distinguished researcher at Teesside University, specializes in the field of Neural Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

An emoji feature-incorporated multi-view deep learning for explainable sentiment classification of social media reviews

Recognition of Behavioural Intention in Repeated Games using Machine Learning

Engineering Applications of Neural Networks: 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings

A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews

Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation

A Transformer-Based Framework for Biomedical Information Retrieval Systems

Artificial Neural Networks and Machine Learning–ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023 …

Cross Domain Evaluation of Text Detection Models

Chrisina Jayne Information

University

Position

___

Citations(all)

3227

Citations(since 2020)

2240

Cited By

1630

hIndex(all)

22

hIndex(since 2020)

20

i10Index(all)

37

i10Index(since 2020)

31

Email

University Profile Page

Teesside University

Google Scholar

View Google Scholar Profile

Chrisina Jayne Skills & Research Interests

Neural Networks

Top articles of Chrisina Jayne

Title

Journal

Author(s)

Publication Date

An emoji feature-incorporated multi-view deep learning for explainable sentiment classification of social media reviews

Technological Forecasting and Social Change

Qianwen Ariel Xu

Chrisina Jayne

Victor Chang

2024/5/1

Recognition of Behavioural Intention in Repeated Games using Machine Learning

Alessandro Di Stefano

Chrisina Jayne

Claudio Angione

2023/7/24

Engineering Applications of Neural Networks: 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings

Lazaros Iliadis

Ilias Maglogiannis

Serafin Alonso

Chrisina Jayne

Elias Pimenidis

2023/6/6

A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews

Carlos Francisco Moreno-Garcia

Chrisina Jayne

Eyad Elyan

Magaly Aceves-Martins

2023/3/1

Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation

Regina Ofori-Boateng

Magaly Aceves-Martins

Chrisina Jayne

Nirmalie Wiratunga

Carlos Francisco Moreno-Garcia

2023/1/1

A Transformer-Based Framework for Biomedical Information Retrieval Systems

Karl Hall

Chrisina Jayne

Victor Chang

2023/9/22

Artificial Neural Networks and Machine Learning–ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023 …

Alessandra Lintas

Stefano Rovetta

Paul FMJ Verschure

Alessandro EP Villa

2017/10/24

Cross Domain Evaluation of Text Detection Models

Adamu Ali-Gombe

Eyad Elyan

Carlos Moreno-García

Chrisina Jayne

2022/9/6

Automatic Accent and Gender Recognition of Regional UK Speakers

Chrisina Jayne

Victor Chang

Jozeene Bailey

Qianwen Ariel Xu

2022/6/10

A systematic review of social media-based sentiment analysis: Emerging trends and challenges

Qianwen Ariel Xu

Victor Chang

Chrisina Jayne

2022/6/1

Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward.

Eyad Elyan

Pattaramon Vuttipittayamongkol

Pamela Johnston

Kyle Martin

Kyle McPherson

...

2022/3/22

A review on Natural Language Processing Models for COVID-19 research

Karl Hall

Victor Chang

Chrisina Jayne

2022/11/1

Abstract screening for systematic reviews using machine learning and zero-shot classification

Available at SSRN 4210704

Carlos Francisco Moreno-García

Chrisina Jayne

Eyad Elyan

Magaly Aceves-Martins

2022

Correction to: Artificial Neural Networks and Machine Learning–ICANN 2022

Elias Pimenidis

Plamen Angelov

Chrisina Jayne

Antonios Papaleonidas

Mehmet Aydin

2022/9/6

Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis

Carlos Francisco Moreno-García

Chrisina Jayne

Eyad Elyan

2021/7/18

Proceedings of the 22nd Engineering Applications of Neural Networks Conference: EANN 2021

Lazaros Iliadis

John Macintyre

Chrisina Jayne

Elias Pimenidis

2021/6/23

Elastic Net Application: Case Study to Find Solutions for the TSP in a Beowulf Cluster Architecture

Marcos Lévano Huamaccto

Andrea Albornoz

C Jayne

L Iliadis

2021/4/30

Elastic Nets for Detection of Up-Regulated Genes in Microarrays

Marcos Lévano Huamaccto

Alejandro Mellado Gatica

C Jayne

S Yue

L Iliadis

2021/4/30

CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification

Neural computing and applications

Eyad Elyan

Carlos Francisco Moreno-Garcia

Chrisina Jayne

2021/4

Emerging applications of deep learning and spiking ANN

Lazaros S Iliadis

Chrisina Jayne

2020/12

See List of Professors in Chrisina Jayne University(Teesside University)