Frans Coenen

Frans Coenen

University of Liverpool

H-index: 46

Europe-United Kingdom

About Frans Coenen

Frans Coenen, With an exceptional h-index of 46 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Liverpool, specializes in the field of Machine Learning, Big Data, Data Science, Applied Data Mining, DMML.

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

Springback prediction using point series and deep learning

Editorial for Special Issue on “Expert Decision Making for Data Analytics with Applications”

A robust framework of chromosome straightening with vit-patch gan

Pathology Data Prioritisation: A Study of Using Multi-variate Time Series

An interpretable framework for sleep posture change detection and postural inactivity segmentation using wrist kinematics

Kids: Kinematics-based (in) activity detection and segmentation in a sleep case study

Sleep posture one-shot learning framework based on extremity joint kinematics: In-silico and in-vivo case studies

Translating simulation images to x-ray images via multi-scale semantic matching

Frans Coenen Information

University

Position

Professor in Computer Science Data Mining and Machine Learning Group

Citations(all)

8287

Citations(since 2020)

3833

Cited By

7214

hIndex(all)

46

hIndex(since 2020)

29

i10Index(all)

146

i10Index(since 2020)

73

Email

University Profile Page

University of Liverpool

Google Scholar

View Google Scholar Profile

Frans Coenen Skills & Research Interests

Machine Learning

Big Data

Data Science

Applied Data Mining

DMML

Top articles of Frans Coenen

Title

Journal

Author(s)

Publication Date

Springback prediction using point series and deep learning

The International Journal of Advanced Manufacturing Technology

Yang Bingqian

Yuanyi Zeng

Hai Yang

Mariluz Penalva Oscoz

Mikel Ortiz

...

2024/4/25

Editorial for Special Issue on “Expert Decision Making for Data Analytics with Applications”

Kevin Kam Fung Yuen

Jenq-Shiou Leu

Alessio Ishizaka

Hissam Tawfik

Frans Coenen

2024/3/6

A robust framework of chromosome straightening with vit-patch gan

Sifan Song

Jinfeng Wang

Fengrui Cheng

Qirui Cao

Yihan Zuo

...

2023/4/18

Pathology Data Prioritisation: A Study of Using Multi-variate Time Series

Communications in Computer and Information Science

Jing Qi

Girvan Burnside

Frans Coenen

2023/7/8

An interpretable framework for sleep posture change detection and postural inactivity segmentation using wrist kinematics

Scientific reports

Omar Elnaggar

Roselina Arelhi

Frans Coenen

Andrew Hopkinson

Lyndon Mason

...

2023/10/21

Kids: Kinematics-based (in) activity detection and segmentation in a sleep case study

arXiv preprint arXiv:2301.03469

Omar Elnaggar

Roselina Arelhi

Frans Coenen

Andrew Hopkinson

Lyndon Mason

...

2023/1/4

Sleep posture one-shot learning framework based on extremity joint kinematics: In-silico and in-vivo case studies

Information Fusion

Omar Elnaggar

Frans Coenen

Andrew Hopkinson

Lyndon Mason

Paolo Paoletti

2023/7/1

Translating simulation images to x-ray images via multi-scale semantic matching

arXiv preprint arXiv:2304.07693

Jingxuan Kang

Tudor Jianu

Baoru Huang

Binod Bhattarai

Ngan Le

...

2023/4/16

Social media sentiment analysis and opinion mining in public security: Taxonomy, trend analysis, issues and future directions

Mohd Suhairi Md Suhaimin

Mohd Hanafi Ahmad Hijazi

Ervin Gubin Moung

Puteri Nor Ellyza Nohuddin

Stephanie Chua

...

2023/9/26

Computer and Information Sciences

Maria Ashraf

Muhammad Shiraz

Almas Abbasi

Saleh Albahli

2022

Electrocardiogram Two-dimensional Motifs: A study Directed at Cardio Vascular Disease Classification

Frans Coenen

2023/6/14

RgnTX: Colocalization analysis of transcriptome elements in the presence of isoform heterogeneity and ambiguity

Computational and Structural Biotechnology Journal

Yue Wang

Zhen Wei

Jionglong Su

Frans Coenen

Jia Meng

2023/1/1

PPNNBP: A Third Party Privacy-Preserving Neural Network With Back-Propagation Learning

IEEE Access

Nawal Almutairi

Frans Coenen

Keith Dures

2023/3/29

Knowledge Discovery, Knowledge Engineering and Knowledge Management: 14th International Joint Conference, IC3K 2022, Valletta, Malta, October 24–26, 2022, Revised Selected Papers

Frans Coenen

Ana Fred

David Aveiro

Jan Dietz

Jorge Bernardino

...

2023/9/15

From deterministic to stochastic: an interpretable stochastic model-free reinforcement learning framework for portfolio optimization

Applied Intelligence

Zitao Song

Yining Wang

Pin Qian

Sifan Song

Frans Coenen

...

2023/6

Fourier neural operator for fluid flow in small-shape 2D simulated porous media dataset

Algorithms

Abouzar Choubineh

Jie Chen

David A Wood

Frans Coenen

Fei Ma

2023/1/1

Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis

Applied Intelligence

Huafeng Hu

Ruijie Ye

Jeyan Thiyagalingam

Frans Coenen

Jionglong Su

2023/9

Applying Monte Carlo dropout to quantify the uncertainty of skip connection-based convolutional neural networks optimized by big data

Electronics

Abouzar Choubineh

Jie Chen

Frans Coenen

Fei Ma

2023/3/19

Artificial intelligence‐enhanced electrocardiogram analysis for identifying cardiac autonomic neuropathy in patients with diabetes

Diabetes, Obesity and Metabolism

Krzysztof Irlik

Hanadi Aldosari

Mirela Hendel

Hanna Kwiendacz

Julia Piaśnik

...

2023/12/16

Retrieval-based language model adaptation for handwritten Chinese text recognition

International Journal on Document Analysis and Recognition (IJDAR)

Shuying Hu

Qiufeng Wang

Kaizhu Huang

Min Wen

Frans Coenen

2023/6

See List of Professors in Frans Coenen University(University of Liverpool)

Co-Authors

H-index: 62
Lu Zhang

Lu Zhang

Peking University

H-index: 61
Trevor J M Bench-Capon

Trevor J M Bench-Capon

University of Liverpool

H-index: 51
Robert Christley

Robert Christley

University of Liverpool

H-index: 42
Yalin Zheng

Yalin Zheng

University of Liverpool

H-index: 35
Katie Atkinson

Katie Atkinson

University of Liverpool

H-index: 29
Clare Dixon

Clare Dixon

Manchester University

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