Knowledge Discovery and Data Mining (KDD)
Head: Fosca Giannotti
Home
Web Site: https://kdd.isti.cnr.it
The Knowledge Discovery and Data Mining Laboratory (KDD Lab) is a joint research initiative of ISTI Institute of CNR and the Department of Computer Science of the University of Pisa.
The objective of the research unit is the development of theory, techniques and systems for extracting and delivering useful knowledge out of large masses of data.
Today, knowledge discovery and data mining is both a technology that blends data analysis methods with sophisticated algorithms for processing large data sets, and an active research field that aims at developing new data analysis methods for novel forms of data. On one side, classification, clustering and pattern discovery tools are now part of mature data analysis and Business Intelligence systems and have been successfully applied to problems in various commercial and scientific domains. On the other side, the increasing heterogeneity and complexity of the new forms of data – such as those arriving from medicine, biology, the Web, the Earth observation systems, the mobility data arriving from wireless networks – call for new forms of patterns and models, together with new algorithms to discover such patterns and models efficiently.
In this context, the mission of the KDD laboratory is to pursue fundamental research, strategic applications and higher education.
People
- Giannotti Fosca Research Staff
- Grossi Valerio Research Staff
- Nanni Mirco Research Staff
- Pappalardo Luca Research Staff
- Rinzivillo Salvatore Research Staff
- Romano Vittorio Enrico Carlo Research Staff
- Rossetti Giulio Research Staff
- Trasarti Roberto Research Staff
- Barsanti Ilaria Graduate Fellow
- Beretta Andrea Graduate Fellow
- Bodria Francesco Research Associate
- Bonavita Agnese Research Associate
- Cintia Paolo Research Associate
- Citraro Salvatore Research Associate
- Cornacchia Giuliano Research Associate
- Cossu Andrea Doctoral Student
- Fadda Daniele Graduate Fellow
- Gonnella Andrea Trainee
- Guidotti Riccardo Research Associate
- Ialongo Leonardo Doctoral Student
- Lizzi Francesca Doctoral Student
- Metta Carlo Graduate Fellow
- Milli Letizia Research Associate
- Morini Virginia Graduate Fellow
- Naretto Francesca Research Associate
- Natilli Michela Graduate Fellow
- Ortiz Rodriguez Ivàn Alejandro Doctoral Student
- Pansanella Valentina Research Associate
- Pedreschi Dino Research Associate
- Pellungrini Roberto Research Associate
- Piccinno Michele Research Associate
- Pollacci Laura Research Associate
- Pratesi Francesca Graduate Fellow
- Puccetti Giovanni Doctoral Student
- Rodikov German Doctoral Student
- Rossi Alessio ISTI Friend
- Ruggieri Salvatore Research Associate
- Sartor Giovanni Research Associate
- Setzu Mattia Research Associate
- Somazzi Andrea Doctoral Student
- Tonutti Giovanni Doctoral Student
- Turini Franco Research Associate
- Yeghikyan Gevorg Postdoctoral Fellow
Projects
AI4EU
AI4EU - A European AI On Demand Platform and Ecosystem
HumanE-AI-Net
HumanE AI Network
HumMingBird
Enhanced migration measures from a multidimensional perspective
LeADS
Legality Attentive Data Scientists
PRO-RES
PROmoting Integrity in the use of RESearch Results
SoBigData++
SoBigData++: European Integrated Infrastructure for Social Mining and Big Data Analytics’ — ‘SoBigData-PlusPlus’
TAILOR (KDD)
Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization
Track and Know
Big Data for Mobility Tracking Knowledge Extraction in Urban Areas
XAI
Science and technology for the explanation of AI decision making
News
Intervento di Luca Pappalardo al programma "Superquark Più" condotto da Piero Angela
News
2020-01-10
Link: https://www.raiplay.it/video/2019/12/Superquark-piu-Lo-Sport-4c32388b-a69e-487c-b42c-2a254ac5ad02.html Luca Pappalardo (KDD Lab) spiega la ricerche di Isti-Cnr sulla valutazione ...
Isti ottiene il finanziamento da ERC per una ricerca che punta a rendere i metodi di intelligenza artificiale comprensibili alle persone
News
2019-04-05
Il progetto intitolato "XAI: Science and Technology for the eXplanation of AI decision making" ha come proponente principale Fosca Giannotti (KDD Lab) dell"Istituto di Scienza e Tecnologi...
Data Science Ph.D. Day 2018
Events
2018-06-22 h.14:00
The goal of the workshop is to let the Data Science PhD students present the initial ideas and plans for their PhD thesis proposals, receive feedback and comments from the board, and cons...
Eleven innovations developed in European Projects with ISTI Partner or Coordinator among the List of the EC Innovation Radar
News
2018-04-19
The Innovation Radar (IR) is a new initiative of the European Commission that focuses on the identification of high-potential innovations in the ICT FP7, CIP and H2020 projects and the ...
I dati nella vita di tutti i giorni
Events
2017-02-20 h.10:01
Relatori: Salvatore Rinzivillo (KDD Lab ISTI-CNR), Roberto Trasarti(KDD Lab ISTI-CNR), Michele Mazza (IIT-CNR, Pisa), Valerio Grossi (Dip. Informatica, Università di Pisa) Introduzio...
All'ISTI competenze avanzate e specializzazione professionale a livello europeo
Achievements
2016-08-10
In sette, tra amministrativi e tecnici, che si occupano di gestione e rendicontazione di progetti europei hanno partecipato alla prima edizione on-line dei master organizzati dalla EUC...
Esploratori o abitudinari? Ce lo rivelano i Big Data
News
2015-09-03
Una ricerca sulla mobilità umana, condotta dal Kdd Lab di Università di Pisa e dell’Istituto di scienza e tecnologie dell’informazione del Cnr, insieme al Barabasi Lab di Budapest e ...
Il dato è rotondo (e va in gol)
News
2015-07-01
di L. Pappalardo, D. Pedreschi, P. Cintie e S. Rinzivillo del KDD Lab - Il Sole 24 Ore - Inserto NOVA 24 del 28/06/2015
Il risveglio di Pisa secondo i dati del Gps
News
2015-06-01
Video sull'attività del Knowledge Discovery and Data Mining Lab, il laboratorio congiunto del Dipartimento di Informatica dell'Università di Pisa e dell'ISTI-CNR.
XIII AI*IA Symposium on Artificial Intelligence.
Events
2014-12-10
The thirteenth Symposium of the Italian Association for Artificial Intelligence (AI*IA) "Artificial Intelligence for Society and Economy" will take place in Pisa, Italy, from 10 to 12 Dec...
Il Comune cerca volontari per studiare i flussi di traffico in entrata e uscita dalla città - La Nazione, Pisa
News
2014-06-03
Viabilità, progetto ideato con cnr e ateneo: per partecipare basta scaricare un’applicazione che registra gli spostamenti
Mobilità: in Toscana l'altro capoluogo è Pisa - Il Tirreno
News
2014-06-03
L’analisi sui flussi di auto tracciati dal Gps: dopo Firenze (e Prato) la città della Torre rappresenta il polo dove confluisce il traffico dei veicoli
Tag My Day: Volontari per migliorare la mobilità di Pisa
News
2014-05-29
Il laboratorio KDDLAB (http://kdd.isti.cnr.it) di ISTI-CNR ed Università di Pisa, lancia l'iniziativa TagMyDay che ha come scopo quello di coinvolgere la popolazione del territorio de...
App del Cnr studia la mobilità dei pisani - La Nazione, Pisa
News
2014-05-21
Articolo sul progetto del Knowledge Discovery and Data Mining Laboratory (Kddlab) dell'ISTI, in collaborazione con il Dipartimento di Informatica dell'Universita' di Pisa.
ER 2013 - Best Paper Award
Achievements
2013-11-18
Baquara: A Holistic Ontological Framework for Movement Analysis with Linked Data - Renato Fileto, Marcelo Krüger, Nikos Pelekis, Yannis Theodoridis and Chiara Renso received the Best Pape...
New book: "Mobility Data: Modelling Management and Understanding" by Dr Chiara Renso, Dr Stefano Spaccapietra, Dr Esteban Zimányi
News
2013-11-08
Horizon 2020 - Fosca Giannotti is a new expert appointed
Achievements
2013-10-21
Fosca Giannotti as been appointed as a member of Horizon 2020 Advisory Group on European Research Infrastructures including e-Infrastructures.
SoBigData - Towards a European Laboratory on Big Data Analytics and Social Mining: Bootstrap Workshop
Events
2013-07-18 h.10:00
Attendance to the workshop is free of charge but registration is strictly required. Registration Form