Anthony Constantinou

Associate Professor, Queen Mary University of London

Joined

December 2021

Names

Anthony Constantinou (Preferred)

Anthony C. Constantinou

Anthony Costa Constantinou

Emails

****@qmul.ac.uk (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Queen Mary University of London (qmul.ac.uk)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Causal discovery

Present

Bayesian network structure learning

Present

Causal machine learning

Present

Publications

Open problems in causal structure learning: A case study of COVID-19 in the UK
Anthony Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham
- Expert Systems With Applications
- Readers: Everyone
A survey of Bayesian network structure learning
Neville Kenneth Kitson, Anthony Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham
- Artificial Intelligence Review
- Readers: Everyone
Greedy structure learning from data that contain systematic missing values
Anthony Constantinou
- Machine Learning
- Readers: Everyone
Effective and efficient structure learning with pruning and model averaging strategies
Anthony Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham
- International Journal of Approximate Reasoning
- Readers: Everyone
Improving Bayesian network structure learning in the presence of measurement error
Yang Liu, Anthony Constantinou, Zhigao Guo
- Journal of Machine Learning Research
- Readers: Everyone
Open problems in causal structure learning: A case study of COVID-19 in the UK
Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- Expert Syst. Appl. 2023
- Readers: Everyone
Improving the imputation of missing data with Markov Blanket discovery
Yang Liu, Anthony C. Constantinou
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- ICLR 2023
- Readers: Everyone
A survey of Bayesian Network structure learning
Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- Artif. Intell. Rev. 2023
- Readers: Everyone
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
Kiattikun Chobtham, Anthony C. Constantinou, Neville Kenneth Kitson
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- Data Min. Knowl. Discov. 2023
- Readers: Everyone
Causal discovery using dynamically requested knowledge
Neville Kenneth Kitson, Anthony C. Constantinou
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- CoRR 2023
- Readers: Everyone

View all 23 publications

Anthony Constantinou

Names

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Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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