معرفی
Giulio Ermanno PIBIRI is an Associate Professor at the Department of Environmental Sciences, Computer Science and Statistics of Ca' Foscari University of Venice. His primary research focuses on algorithms, data structures, and their applications in bioinformatics, genomics, and information retrieval. He specializes in developing efficient methods for handling large-scale genomic data and optimizing storage and querying of massive datasets. His work includes advancements in minimal perfect hashing, k-mer indexing, and compression techniques for de Bruijn graphs.
Key research areas include:
- Algorithm design for bioinformatics (e.g., sequence analysis, genome assembly)
- Data compression and indexing (inverted indexes, variable-byte codes)
- Efficient storage and retrieval of genomic and textual data
- Secure machine learning (verifiable tree ensembles)
Recent publications highlight contributions to:
- Meta-colored de Bruijn graphs for genomic data representation
- Efficient k-mer hashing and sampling algorithms
- Secure and robust machine learning models
Teaching includes courses on computer programming and foundational computer science topics for engineering students.
