Denise Gorse

Denise Gorse

University College London

H-index: 21

Europe-United Kingdom

About Denise Gorse

Denise Gorse, With an exceptional h-index of 21 and a recent h-index of 8 (since 2020), a distinguished researcher at University College London, specializes in the field of machine learning, neural computing, swarm intelligence, optimization.

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

Earthquake prediction from seismic indicators using tree-based ensemble learning

A comparison of deep and shallow models for the detection of induced seismicity

Improving Portfolio Performance Using a Novel Method for Predicting Financial Regimes

Multi-period Portfolio Optimisation Using a Regime-Switching Predictive Framework

Improving on the Markov-switching regression model by the use of an adaptive moving average

A Novel Multi-Objective Velocity-Free Boolean Particle Swarm Optimization

ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification

Portfolio transformer for attention-based asset allocation

Denise Gorse Information

University

Position

Lecturer in Computer Science

Citations(all)

1725

Citations(since 2020)

500

Cited By

1395

hIndex(all)

21

hIndex(since 2020)

8

i10Index(all)

36

i10Index(since 2020)

6

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Denise Gorse Skills & Research Interests

machine learning

neural computing

swarm intelligence

optimization

Top articles of Denise Gorse

Title

Journal

Author(s)

Publication Date

Earthquake prediction from seismic indicators using tree-based ensemble learning

Natural Hazards

Yang Zhao

Denise Gorse

2024/1/27

A comparison of deep and shallow models for the detection of induced seismicity

Geophysical Prospecting

Akshat Goel

Denise Gorse

2023/12/18

Improving Portfolio Performance Using a Novel Method for Predicting Financial Regimes

Piotr Pomorski

Denise Gorse

2023/9/22

Multi-period Portfolio Optimisation Using a Regime-Switching Predictive Framework

Piotr Pomorski

Denise Gorse

2023/8/25

Improving on the Markov-switching regression model by the use of an adaptive moving average

Piotr Pomorski

Denise Gorse

2023/3/21

A Novel Multi-Objective Velocity-Free Boolean Particle Swarm Optimization

Wei Quan

Denise Gorse

2022/10/9

ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification

David Twomey

Denise Gorse

2022/9/6

Portfolio transformer for attention-based asset allocation

Damian Kisiel

Denise Gorse

2022/6/19

Deep vs. shallow learning: a benchmark study in low magnitude earthquake detection

Denise Gorse

Akshat Goel

2022/6/6

Axial-LOB: High-Frequency Trading with Axial Attention

Damian Kisiel

Denise Gorse

2022/12/4

Intra-Day Price Simulation with Generative Adversarial Modelling of the Order Flow

Ye-Sheen Lim

Denise Gorse

2021/12/13

A meta-method for portfolio management using machine learning for adaptive strategy selection

Damian Kisiel

Denise Gorse

2021/11/20

Deep probabilistic modelling of price movements for high-frequency trading

Ye-Sheen Lim

Denise Gorse

2020/7/19

Deep recurrent modelling of stationary bitcoin price formation using the order flow

Ye-Sheen Lim

Denise Gorse

2020

See List of Professors in Denise Gorse University(University College London)

Co-Authors

H-index: 24
Adrian J Shepherd

Adrian J Shepherd

Birkbeck, University of London

H-index: 16
Chris Christodoulou

Chris Christodoulou

University of Cyprus

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