Raffaele Giancarlo

Raffaele Giancarlo

Università degli Studi di Palermo

H-index: 35

Europe-Italy

About Raffaele Giancarlo

Raffaele Giancarlo, With an exceptional h-index of 35 and a recent h-index of 16 (since 2020), a distinguished researcher at Università degli Studi di Palermo, specializes in the field of Theoretical Computer Science, Bioinformatics, Machine Learning and Classification.

His recent articles reflect a diverse array of research interests and contributions to the field:

The role of classifiers and data complexity in learned Bloom filters: insights and recommendations

Scrum@ PA: Tailoring an Agile Methodology to the Digital Transformation in the Public Sector

Digital Transformation in the Public Administrations: a Guided Tour For Computer Scientists

Standard versus uniform binary search and their variants in learned static indexing: The case of the searching on sorted data benchmarking software platform

Correction to: Neural networks as building blocks for the design of efficient learned indexes

A new class of string transformations for compressed text indexing

From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice

A Critical Analysis of Classifier Selection in Learned Bloom Filters: The Essentials

Raffaele Giancarlo Information

University

Position

___

Citations(all)

4202

Citations(since 2020)

730

Cited By

3769

hIndex(all)

35

hIndex(since 2020)

16

i10Index(all)

75

i10Index(since 2020)

30

Email

University Profile Page

Università degli Studi di Palermo

Google Scholar

View Google Scholar Profile

Raffaele Giancarlo Skills & Research Interests

Theoretical Computer Science

Bioinformatics

Machine Learning and Classification

Top articles of Raffaele Giancarlo

Title

Journal

Author(s)

Publication Date

The role of classifiers and data complexity in learned Bloom filters: insights and recommendations

Journal of Big Data

Dario Malchiodi

Davide Raimondi

Giacomo Fumagalli

Raffaele Giancarlo

Marco Frasca

2024/3/27

Scrum@ PA: Tailoring an Agile Methodology to the Digital Transformation in the Public Sector

Information

Paolo Ciancarini

Raffaele Giancarlo

Gennaro Grimaudo

2024/2/13

Digital Transformation in the Public Administrations: a Guided Tour For Computer Scientists

IEEE Access

Paolo Ciancarini

Raffaele Giancarlo

Gennaro Grimaudo

2024/2/6

Standard versus uniform binary search and their variants in learned static indexing: The case of the searching on sorted data benchmarking software platform

Software: Practice and Experience

Domenico Amato

Giosue Lo Bosco

Raffaele Giancarlo

2023/2

Correction to: Neural networks as building blocks for the design of efficient learned indexes

NEURAL COMPUTING & APPLICATIONS

Domenico Amato

Giosué Lo Bosco

Raffaele Giancarlo

2023/10/26

A new class of string transformations for compressed text indexing

arXiv preprint arXiv:2205.05643

Raffaele Giancarlo

Giovanni Manzini

Antonio Restivo

Giovanna Rosone

Marinella Sciortino

2022/5/11

From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice

arXiv preprint arXiv:2309.00946

Domenico Amato

Giosué Lo Bosco

Raffaele Giancarlo

2023/9/2

A Critical Analysis of Classifier Selection in Learned Bloom Filters: The Essentials

Dario Malchiodi

Davide Raimondi

Giacomo Fumagalli

Raffaele Giancarlo

Marco Frasca

2023/6/7

Learned sorted table search and static indexes in small-space data models

Data

Domenico Amato

Raffaele Giancarlo

Giosué Lo Bosco

2023/3/3

Correction to: FASTA/Q data compressors for MapReduce-Hadoop genomics: space and time savings made easy.

BMC Bioinform.

Umberto Ferraro Petrillo

Francesco Palini

Giuseppe Cattaneo

Raffaele Giancarlo

2022/2/15

The power of word-frequency-based alignment-free functions: a comprehensive large-scale experimental analysis

Bioinformatics

Giuseppe Cattaneo

Umberto Ferraro Petrillo

Raffaele Giancarlo

Francesco Palini

Chiara Romualdi

2022/2/15

Pareto Optimal Compression of Genomic Dictionaries, with or without Random Access in Main Memory

arXiv preprint arXiv:2212.03067

Raffaele Giancarlo

Gennaro Grimaudo

2022/12/6

On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters.

Giacomo Fumagalli

Davide Raimondi

Raffaele Giancarlo

Dario Malchiodi

Marco Frasca

2022/2

On the suitability of neural networks as building blocks for the design of efficient learned indexes

Domenico Amato

Giosué Lo Bosco

Raffaele Giancarlo

2022/6/10

An implementation of Generic Learned Static Sorted Sets Dictionaries

D Amato

R Giancarlo

G Lo Bosco

2022

Topological ranks reveal functional knowledge encoded in biological networks: a comparative analysis

Mariella Bonomo

Raffaele Giancarlo

Daniele Greco

Simona E Rombo

2022/5

A Benchmarking Platform for Atomic Learned Indexes

D Amato

R Giancarlo

G Lo Bosco

2022

FASTA/Q data compressors for MapReduce-Hadoop genomics: space and time savings made easy (vol 22, 144, 2021)

BMC bioinformatics

Umberto Ferraro Petrillo

Francesco Palini

Giuseppe Cattaneo

Raffaele Giancarlo

2021/12

Alignment-free genomic analysis via a big data spark platform

Bioinformatics

Umberto Ferraro Petrillo

Francesco Palini

Giuseppe Cattaneo

Raffaele Giancarlo

2021/6/15

The Power of Alignment-Free Histogram-based Functions: a Comprehensive Genome Scale Experimental Analysis-Version

arXiv preprint arXiv:2106.15531

Giuseppe Cattaneo

Umberto Ferraro Petrillo

Raffaele Giancarlo

Francesco Palini

Chiara Romualdi

2021/6

See List of Professors in Raffaele Giancarlo University(Università degli Studi di Palermo)