Luca Foschini

Orcid: 0000-0003-1409-3570

Affiliations:
  • Evidation Health, Inc., San Mateo, CA, USA
  • University of California Santa Barbara, Department of Computer Science, CA, USA (former)
  • Scuola Superiore Sant'Anna, Pisa, Italy (former)


According to our database1, Luca Foschini authored at least 30 papers between 2004 and 2023.

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Bibliography

2023
Dissecting the heterogeneity of "in the wild" stress from multimodal sensor data.
npj Digit. Medicine, 2023

Generative models for wearables data.
CoRR, 2023

2022
Better Understanding of the Metamorphosis of Pregnancy (BUMP): protocol for a digital feasibility study in women from preconception to postpartum.
npj Digit. Medicine, 2022

2021
Characterizing COVID-19 and Influenza Illnesses in the Real World via Person-Generated Health Data.
Patterns, 2021

Digital intervention increases influenza vaccination rates for people with diabetes in a decentralized randomized trial.
npj Digit. Medicine, 2021

Self-supervision of wearable sensors time-series data for influenza detection.
CoRR, 2021

2020
Machine intelligence in healthcare - perspectives on trustworthiness, explainability, usability, and transparency.
npj Digit. Medicine, 2020

2019
Adversarial Examples for Electrocardiograms.
CoRR, 2019

Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Reproducibility in Machine Learning for Health.
Proceedings of the Reproducibility in Machine Learning, 2019

2018
Spatial coherence of oriented white matter microstructure: Applications to white matter regions associated with genetic similarity.
NeuroImage, 2018

Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data.
CoRR, 2018

2017
The Spread of Physical Activity Through Social Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

Digital Activity Tracker-Based Behavioral Characteristics Associated with Comorbid Mental Health Illness Symptoms Among Individuals With Diabetes.
Proceedings of the AMIA 2017, 2017

2016
Intra-day Activity Better Predicts Chronic Conditions.
CoRR, 2016

2015
Balanced Partitions of Trees and Applications.
Algorithmica, 2015

2014
On the Complexity of Time-Dependent Shortest Paths.
Algorithmica, 2014

2011
Getting the Face Behind the Squares: Reconstructing Pixelized Video Streams.
Proceedings of the 5th USENIX Workshop on Offensive Technologies, 2011

Efficiently Measuring Bandwidth at All Time Scales.
Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Efficiently selecting spatially distributed keypoints for visual tracking.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

The Union of Probabilistic Boxes: Maintaining the Volume.
Proceedings of the Algorithms - ESA 2011, 2011

2010
Space-efficient online approximation of time series data: Streams, amnesia, and out-of-order.
Proceedings of the 26th International Conference on Data Engineering, 2010

Untangling the Braid: Finding Outliers in a Set of Streams.
Proceedings of the Twelfth Workshop on Algorithm Engineering and Experiments, 2010

2009
TC-SocialRank: Ranking the Social Web.
Proceedings of the Algorithms and Models for the Web-Graph, 6th International Workshop, 2009

2008
Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization.
Proceedings of the IEEE International Conference on Systems, 2008

A Parallel Architecture for Stateful, High-Speed Intrusion Detection.
Proceedings of the Information Systems Security, 4th International Conference, 2008

2006
When indexing equals compression: Experiments with compressing suffix arrays and applications.
ACM Trans. Algorithms, 2006

Topology discovery services for monitoring the global grid.
IEEE Commun. Mag., 2006

2005
Centralized and Distributed Topology Discovery Service Implementations.
Proceedings of the 13th Annual IEEE Symposium on High Performance Interconnects (HOTIC 2005), 2005

2004
Fast Compression with a Static Model in High-Order Entropy.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004


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