Marco De Nadai bio photo

Marco De Nadai

Marco De Nadai

Research Scientist in Data Science and Computer Vision at FBK, Italy.
Twitter - GitHub - LinkedIn - Curriculum Vitae

Latests articles

Main publications

2019

Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach

COMPUTER VISIONGANS

2019

Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation

COMPUTER VISIONGANS

2019

Precise mapping, spatial structure and classification of all the human settlements on Earth

COMPUTATIONAL SOCIAL SCIENCEGIS

2019

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

COMPUTATIONAL SOCIAL SCIENCE

2019

Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities

COMPUTATIONAL SOCIAL SCIENCEGISMCMC

2019

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling

COMPUTER VISIONGANS

2019

Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps

COMPUTER VISIONGANS

2019

Strategies and limitations in app usage and human mobility

COMPUTATIONAL SOCIAL SCIENCEMOBILITYDATA MINING

2016

The Mobile Territorial Lab: A multilayered and dynamic view on parents' daily lives

COMPUTATIONAL SOCIAL SCIENCE

2015

Investigating the relationships between spatial structures and urban characteristics (NETMOB2015 at MIT)

COMPUTATIONAL SOCIAL SCIENCE

2015

Short-term anomaly detection in gas consumption through ARIMA and Artificial Neural Network forecast

DATA MINING

Personal projects

Jul 2013

A new massive data analytics approach to the football

Small framework of tools which permits the coaches to base their new strategies not only on their intuitions and judgments but also on comprehensive (and maybe not human-eye visible) statistics. These tools were developed using Massive-data analytics techniques.

May 2010

Formal verification OAuth 2.0 protocol

Formal verification of the protocol OAuth 2.0 (draft 22) using the automatic cryptographic protocol verifier Proverif.

Awards

2015

Best Master's student

The University of Trento granted me this honour.

2014

Finalist Data Journalism Awards 2014

The Westgate attack project was nominated in the Data Journalism Awards 2014, organized by the Global Editors Network.

2014

Best application

Ulook was recognized as the best application in the "Community and Social" category by the "Smau Mob App Awards" that took place during the Smau 2014.

2012

Special creativity price

Special creativity award from IED at StartupWeekEnd 2012 - Turin. The award was assigned to "Linked Green" project, that permits to scan a product's barcorde and see all the informations about its package and it's eco sustainability.