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Dima Alberg

I have completed a Ph.D in the Department of Information Systems Engineering at Ben-Gurion University of the Negev under the supervision of Prof. Mark Last. My current research interests concerns in various fields of finance and machine learning disciplines. My main research destinations are: data mining, finance algorithms development and business intelligence algorithms development. My future research plans are to develop new models and tools that would allow researchers and practitioners to analyze and to solve practical problems in data science research areas.

Publications

Aircraft Maintenance Prediction Tree Algorithms

The operation and maintenance of modern aircraft multi-sensor data fusion systems generate vast amounts of numerical and symbolic data. Learning useful and non-trivial insights...

An Open Source Finance System for Stocks Backtesting Trade Strategies

A significant part of pension savings is in the capital market and exposed to market volatility. The COVID-19 pandemic crisis, like the previous crises, damaged the gains...

Big Data Time Series Stream Data Segmentation Methods

In this chapter, the authors introduce the interval sliding window (ISW) and interval sliding window and bottom up (ISWAB) algorithms, which are applicable to big data numerical...

A Business Intelligence Project-Oriented Course: A Breast Cancer Research Case

The Business Intelligence Project-Oriented Course has been taught in the department of Industrial Engineering and Management since 2016. In this course, the students learn to...

Big Data Time Series Stream Data Segmentation Methods