Steven Prestwich

Steven Prestwich

University College Cork

H-index: 29

Europe-Ireland

About Steven Prestwich

Steven Prestwich, With an exceptional h-index of 29 and a recent h-index of 11 (since 2020), a distinguished researcher at University College Cork, specializes in the field of Artificial Intelligence, Operations Research, Constraint Programming, Satisfiability, Evolutionary Computation.

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

Multi-Objective BiLevel Optimization by Bayesian Optimization

Electricity Price Forecasting in the Irish Balancing Market

BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition

A batch Bayesian approach for bilevel multi-objective decision making under uncertainty

Solving Mixed Influence Diagrams by Reinforcement Learning

Bilevel optimization by conditional Bayesian optimization

Clustering-Based Numerosity Reduction for Cloud Workload Forecasting

Cutting uncertain stock and vehicle routing in a sustainability forestry harvesting problem

Steven Prestwich Information

University

Position

Lecturer in Computer Science Ireland

Citations(all)

2782

Citations(since 2020)

655

Cited By

2358

hIndex(all)

29

hIndex(since 2020)

11

i10Index(all)

75

i10Index(since 2020)

17

Email

University Profile Page

University College Cork

Google Scholar

View Google Scholar Profile

Steven Prestwich Skills & Research Interests

Artificial Intelligence

Operations Research

Constraint Programming

Satisfiability

Evolutionary Computation

Top articles of Steven Prestwich

Title

Journal

Author(s)

Publication Date

Multi-Objective BiLevel Optimization by Bayesian Optimization

Algorithms

Vedat Dogan

Steven Prestwich

2024/3/30

Electricity Price Forecasting in the Irish Balancing Market

arXiv preprint arXiv:2402.06714

Ciaran O'Connor

Joseph Collins

Steven Prestwich

Andrea Visentin

2024/2/9

BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition

Vedat Dogan

Steven Prestwich

2024

A batch Bayesian approach for bilevel multi-objective decision making under uncertainty

Vedat Dogan

Steven D Prestwich

2023/2/13

Solving Mixed Influence Diagrams by Reinforcement Learning

SD Prestwich

2023/9/22

Bilevel optimization by conditional Bayesian optimization

Vedat Dogan

Steven Prestwich

2023/9/22

Clustering-Based Numerosity Reduction for Cloud Workload Forecasting

Andrea Rossi

Andrea Visentin

Steven Prestwich

Kenneth N Brown

2023/9/5

Cutting uncertain stock and vehicle routing in a sustainability forestry harvesting problem

Top

Adejuyigbe O Fajemisin

Steven D Prestwich

Laura Climent

2023/4

Performance and Energy Savings Trade-Off with Uncertainty-Aware Cloud Workload Forecasting

Diego Carraro

Andrea Rossi

Andrea Visentin

Steven Prestwich

Kenneth N Brown

2023/10/10

Uncertainty-Aware Workload Prediction in Cloud Computing

arXiv preprint arXiv:2303.13525

Andrea Rossi

Andrea Visentin

Steven Prestwich

Kenneth N Brown

2023/2/24

Stochastic dynamic programming heuristic for the (R, s, S) policy parameters computation

Computers & Operations Research

Andrea Visentin

Steven Prestwich

Roberto Rossi

S Armagan Tarim

2023/10/1

Constraint acquisition and the data collection bottleneck

Steven D Prestwich

2022/2/28

A hybrid estimation of distribution algorithm for joint stratification and sample allocation

IEEE/CAA Journal of Automatica Sinica

Ling Wang

Shengyao Wang

Xiaolong Zheng

2016/7/10

Bayesian optimization with multi-objective acquisition function for bilevel problems

Vedat Dogan

Steven Prestwich

2022/12/8

Extrapolating constraint networks by symbolic classification

Steven D Prestwich

2022

Stochastic dynamic programming formulation for the (R, s, S) policy parameters computation

International Workshop on Lot-Sizing-IWLS’2023

Andrea Visentin

SD Prestwich

Roberto Rossi

S Armagan Tarim

2022/8/26

A multi-objective supplier selection framework based on user-preferences

Annals of Operations Research

Federico Toffano

Michele Garraffa

Yiqing Lin

Steven Prestwich

Helmut Simonis

...

2022/1/1

Bayesian uncertainty modelling for cloud workload prediction

Andrea Rossi

Andrea Visentin

Steven Prestwich

Kenneth N Brown

2022/7/10

A simulated annealing algorithm for joint stratification and sample allocation

Mervyn O'Luing

Steven D Prestwich

S Armagan Tarim

2022/6/21

Intermittency and obsolescence: A Croston method with linear decay

International Journal of Forecasting

Steven D Prestwich

S Armagan Tarim

Roberto Rossi

2021/4/1

See List of Professors in Steven Prestwich University(University College Cork)

Co-Authors

H-index: 75
des higgins

des higgins

University College Dublin

H-index: 43
J. Christopher Beck

J. Christopher Beck

University of Toronto

H-index: 38
Carmel Domshlak

Carmel Domshlak

Technion - Israel Institute of Technology

H-index: 38
Fadi Aloul

Fadi Aloul

American University of Sharjah

H-index: 37
Ian Miguel

Ian Miguel

University of St Andrews

H-index: 32
Pierre Dupont

Pierre Dupont

Université Catholique de Louvain

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