Luciano Gerber
Senior Lecturer
My profile
Biography
- MSc Computing Network Programme Leader
- MSc Data Science Course Leader
Academic and professional qualifications
- PGCE/HEMSc in Computing
Interests and expertise
My RKE interests and expertise lie broadly within machine learning and data science. Mainly applied, but fundamental research too. Some examples of current projects involve machine learning based analysis, processing, and forecasting of remote sensor data.
Teaching
Subject areas
Data Science and Machine Learning
Postgraduate Teaching (2022/23)
- 6G7V0026 Principles of Data Science (MSc)
- 6G7V0015 Machine Learning Concepts (MSc)
- 6G7V0017 Advanced Machine Learning (MSc)
External examiner roles
- Liverpool John Moores (BSc Mathematics, BSc Mathematics with Finance)
Research outputs
Areas of research
Domain-agnostic, mainly applied, data science and machine learning
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Journal articles
Shardlow, M., Gerber, L., Nawaz, R. (2022) 'One emoji, many meanings: A corpus for the prediction and disambiguation of emoji sense.' Expert Systems with Applications, 198
Crockett, K.A., Gerber, L., Latham, A., Colyer, E. (2021) 'Building Trustworthy AI Solutions: A Case for Practical Solutions for Small Businesses.' IEEE Transactions on Artificial Intelligence,
Fry, J., Griguta, V.M., Gerber, L., Slater-Petty, H., Crockett, K. (2021) 'Modelling corporate bank accounts.' Economics Letters, 205
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Conference papers
Griguta, V.M., Gerber, L., Crockett, K., Slater-Petty, H., Fry, J. (2021) 'Automated Data Processing of Bank Statements for Cash Balance Forecasting.' In SAI Computing Conference 2021. 284. Virtual, 15/7/2021 - 16/7/2021. Springer, pp. 49-64.
Luciano, G., Shardlow, M.J. (2018) 'Manchester Metropolitan at SemEval-2018 Task 2: Random Forest with an Ensemble of Features for Predicting Emoji in Tweets.' 5/6/2018 - 6/6/2018. Association for Computational Linguistics (ACL), pp. 491-496.
Gerber, L., Fernandes, A.A.A. (2004) 'An Abstract Algebra for Knowledge Discovery in Databases.' pp. 83-98.
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Presentations
Shardlow, M., Gerber, L. (2019) Towards an Emoji WordNet. [Presentation] Advances in Data Science 2019 Conference, Data Science Institute, University of Manchester, Manchester,20/5/2019.