Lucas Chizzali
Data Scientist
Innovation
(Alumni)
Lucas joined the SDSC's industry cell as a Data Scientist in November 2020, having previously worked in data related roles at the New York State Attorney and at Ericsson. He holds a BSc in Economics from Bocconi University, a MSc in Urban Science and Informatics from New York University as well as a MSc in Machine Learning from KTH Royal Institute of Technology. Over the course of his academic and professional career he has worked on a variety of topics, from computer vision tasks for automated driving to financial fraud detection to generating data driven insights to inform urban policy decisions.
Projects
Publications
Mentioned in
November 14, 2022
LeafSim | An example-based XAI for decision tree based ensemble methods
LeafSim | An example-based XAI for decision tree based ensemble methods
LeafSim is an example-based explainable AI (XAI) technique for decision tree-based ensemble methods, explaining model predictions by identifying training data points that most influence a given prediction.
Case Studies
NGO
Repositioning drugs for a rare disease
Harnessing the power of deep learning to repurpose drugs for the treatment of the Sanfilippo syndrome
Private sector
Job title standardization through entity alignment of knowledge graphs
Unifying heterogeneous knowledge graphs by applying Natural Language Models and Graph Theory in order to standardize job titles.
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