Alessio Petrozziello
| Alessio Petrozziello | |
|---|---|
| Born | |
| 🏳️ Nationality | Italian |
| 🏳️ Citizenship | Italian |
| 🎓 Alma mater | University of Portsmouth |
| 💼 Occupation | |
| Known for | Machine Learning, Recommender Systems |
| 🏅 Awards | 13th Annual "Humies" Awards for Human-Competitive Results Produced by Genetic and Evolutionary Computation, The young scientist award by The Italian Cultural Society of Washington D.C., |
Alessio Petrozziello is an Italian computer scientist and data scientist. Since 2019, he has been an Honorary Senior Research Fellow at University College London (UCL)[1] and since 2017 he has been at Expedia London, where he is currently a Data Science Team Lead.
He was one of the co-founder of the Geoinformatics and Earth Observation Laboratory at Penn State University.[2] Petrozziello received: the young scientist award by The Italian Cultural Society of Washington D.C. in 2014 [3] and the 13th Annual "Humies" Awards for Human-Competitive Results Produced by Genetic and Evolutionary Computation (Bronze Award) in 2016. [4]
Petrozziello studied computer science at Università degli Studi di Salerno, Salerno between 2011 and 2014.[5] He has previously worked at the Penn State University (2014) where he co-founded the Geoinformatics and Earth Observation Laboratory,[2] University of Portsmouth (2015-19), and University of Oxford (2018).[6]
Alessio Petrozziello has published many academic papers, especially in the area of machine learning,[7] with 220 citations (in 2020) according to Google Scholar. He has contributed particularly in the areas of search based software engineering and recommender systems.
Conference Publications[edit]
- F. Sarro, A. Petrozziello, D.-Q. He, S. Yoo "A New Approach to Distribute MOEA Pareto Front Computation", in Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO’20 Companion).
- A. Petrozziello and I. Jordanov, "Automated Deep Learning for Threat Detection in Luggage from X-ray Images". Special Event on Analysis of Experimental Algorithms (SEA 2019).
- A. Petrozziello and I. Jordanov, "Feature Based Multivariate Data Imputation". The 4th Annual Conference on machine Learning, Optimization and Data science (LOD 2018).
- A. Petrozziello, I. Jordanov, A.T. Papageorghiou, C.W.G. Redman, and A. Georgieva, "Deep Learning for Continuous Electronic Fetal Monitoring in Labor", IEEE 40th International Engineering in Medicine and Biology Conference (EMBC 2018).
- A. Petrozziello, C. Sommeregger and I. Jordanov, "Distributed Neural Networks for Missing Big Data Imputation", IEEE International Joint Conference on Neural Networks (IJCNN 2018).
- A. Petrozziello and I. Jordanov, "Column-wise Guided Data Imputation", 17th International Conference on Computational Science (ICCS 2017).
- A. Petrozziello and I. Jordanov "Data Analytics for Online Traveling Recommendation System: A Case Study", IASTED's 36th International Conference on Modelling, Identification and Control (MIC 2017).
- I. Jordanov, N. Petrov and A. Petrozziello, "Supervised Radar Signal Classification", IEEE International Joint Conference on Neural Networks (IJCNN 2016).
- F. Sarro, A. Petrozziello and M. Harman, "Multi-Objective Effort Estimation", ACM 38th International Conference on Software Engineering (ICSE 2016).
Journal Publications[edit]
- F. Sarro, R. Moussa, A. Petrozziello and M. Harman, "Learning From Mistakes: Machine Learning Enhanced Human Expert Effort Estimates", IEEE Transactions on Software Engineering (2020).
- A. Petrozziello, I. Jordanov, A.T. Papageorghiou, C.W.G. Redman, and A. Georgieva, "Multimodal Convolutional Neural Networks to detect fetal compromise during labor and delivery", IEEE Access (2019).
- A. Petrozziello and F. Sarro, "Linear Programming as a Baseline for Software Effort Estimation", ACM Transactions on Software Engineering and Methodology (2018).
- I. Jordanov, N. Petrov and A. Petrozziello, "Classifiers accuracy improvement based on missing data imputation", Journal of Artificial Intelligence and Soft Computing Research (2018).
- A. Petrozziello, G. Cervone, P. Franzese, S.E. Haupt, R. Cerulli, "Source Reconstruction of Atmospheric Releases with Limited Meteorological Observations Using Genetic Algorithms", Applied Artificial Intelligence Journal (2017).
References[edit]
- ↑ Alessio Petrozziello home page, University College London, UK
- ↑ 2.0 2.1 "Geoinformatics and Earth Observation Laboratory (GEOlab)". US: Penn State University. Retrieved 18 Feb 2021.
- ↑ "Alessio Petrozziello - Young Scientist Award". Retrieved 2021-02-18.
- ↑ "Alessio Petrozziello - Humies Award". Retrieved 2021-02-18.
- ↑ Alessio Petrozziello, LinkedIn.
- ↑ Oxford Centre for Fetal Monitoring Technologies Page University Of Oxford, UK.
- ↑ Alessio Petrozziello's publications
External links[edit]
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References[edit]
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