Paolo Merialdo
Università Roma Tre
Dipartimento di Ingegneria
Via della Vasca Navale, 79
00146
-
Roma
(
Italy
)
on Google Map
Tel.:
+39-06.5733.3218
Fax:
+39-06.5733.3211
paolo.merialdo@uniroma3.it
My curriculum vitae
(pdf)
RESEARCH
Research Activities
In codice Ratio: Machine Learning meets Digital Humanities
. Read the
MIT Technology Review article
on the project!
Lorenzo Lastilla, Serena Ammirati, Donatella Firmani, Nikos Komodakis, Paolo Merialdo, Simone Scardapane.
Self-supervised learning for medieval handwriting identification: A case study from the Vatican Apostolic Library
Information Processing & Management 59:3 (2022)
Elena Nieddu, Donatella Firmani, Paolo Merialdo, Marco Maiorino.
In Codice Ratio: A crowd-enabled solution for low resource machine transcription of the Vatican Registers
Information Processing & Management 58:2 (2021)
Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu
Towards Knowledge Discovery from the Vatican Secret Archives. In Codice Ratio-Episode 1: Machine Transcription of the Manuscripts.
ACM KDD 2018
Explainable AI for Big Data Management Issues
Vincenzo Di Cicco, Donatella Firmani, Nick Koudas, Paolo Merialdo, Divesh Srivastava
Interpreting deep learning models for entity resolution: an experience report using LIME
: Explaining Deep Learning Models for Entity Resolution.. Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management.
Code on github
Tommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava:
Effective Explanations for Entity Resolution Models
i IEEE ICDE 2022
Andrea Rossi, Denilson Barbosa, Donatella Firmani, Antonio Matinata, Paolo Merialdo
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
. ACM Transactions on Knowledge Discovery from Data 15:2 pp 1–49
Andrea Rossi, Donatella Firmani, Tommaso Teofili, Paolo Merialdo.
Explaining Link Prediction Systems based on Knowledge Graph Embeddings
. ACM Sigmod 2022
Web Data Integration
Valter Crescenzi, Paolo Merialdo, Disheng Qiu.
Hybrid Crowd-Machine Wrapper Inference
ACM Transactions on Knowledge Discovery from Data 13:5 pp 1–43 (2019)
Matteo Cannaviccio, Denilson Barbosa, Paolo Merialdo
Towards annotating relational data on the web with language models
2018 World Wide Web Conference
Disheng Qiu, Luciano Barbosa, Valter Crescenzi, Paolo Merialdo, Divesh Srivastava.
Big Data Linkage for Product Specification Pages
ACM Sigmod 2018
Federico Piai, Paolo Atzeni, Paolo Merialdo, Divesh Srivastava.
Fine-grained semantic type discovery for heterogeneous sources using clustering
The VLDB Journal (2022)
Current Fundings
2021-2023
Matrices
: Regione Lazio - Gruppi di ricerca (Lazioinnova)
2021-2023
Casa delle Tecnologie Emergenti
(MISE)
Service activity (in the last 5 years)
SIGMOD 2023, CIKM 2022, ICDE 2022, SIGMOD 2022; CIKM 2021; VLDB 2021; CIKM 2018: Senior PC member; VLDB 2018: PC member demo track; ICDE 2018: PC member; VLDB 2017: PVLDB review board
Publications
list of publications
from the
DBLP Bibliography Server
list of publications and citations
from
Google Scholar
list of publications and citations
on
Scopus
DIDATTICA (TEACHING)
Corsi, Orario di ricevimento, tesi, valutazioni della didattica, ecc.
Vedi
https://sites.google.com/site/paolomerialdo/
OTHER ACTIVITIES
Innovation and entrepreneurship
Cofounder and organizer of
Dock3 - The Startup Lab
Cofounder and organizer of
InnovAction Lab
Advisor at the
LuissEnlabs accelerator
in Rome