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ORCIDAlessandra Pascale
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Books and Theses
- 2013
[b1]Alessandra Pascale:
Traffic monitoring in ITS: wireless architectures and algoriyhms for traffic state estimation. Polytechnic University of Milan, Italy, 2013
Journal Articles
- 2014
- [j1]Alessandra Pascale, Monica Nicoli
, Umberto Spagnolini:
Cooperative Bayesian Estimation of Vehicular Traffic in Large-Scale Networks. IEEE Trans. Intell. Transp. Syst. 15(5): 2074-2088 (2014)
Conference and Workshop Papers
- 2024
- [c18]Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Alessandra Pascale, Jonathan P. Epperlein:
A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces. ICML 2024 - [c17]Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Cécile Rousseau, Alessandra Pascale, John Dinsmore:
Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights. IJCAI 2024: 7188-7196 - 2023
- [c16]Simone Bottoni, Alberto Trombetta, Flavio Bertini, Danilo Montesi, Francesca Bonin, Alessandra Pascale, Martin Gleize, Pierpaolo Tommasi:
GASTon: A Graph-Exploration System for Indexing, Annotating and Visualizing PubMed Articles to Enhance the Analysis of Social deTerminants of Health. HEALTHINF 2023: 424-431 - [c15]Simone Bottoni, Alberto Trombetta, Flavio Bertini, Danilo Montesi, Francesca Bonin, Alessandra Pascale, Martin Gleize, Pierpaolo Tommasi:
Graph-based Tool for Exploring PubMed Knowledge Base. ICDE 2023: 3611-3614 - [c14]Víctor Valls, Mykhaylo Zayats, Alessandra Pascale:
Information Flow in Graph Neural Networks: A Clinical Triage Use Case. ICDH 2023: 81-87 - [c13]Tigran T. Tchrakian, Mykhaylo Zayats, Alessandra Pascale, Dat Huynh, Pritish Parida, Carla Agurto Rios, Sergiy Zhuk, Jeffrey L. Rogers:
A Recommender for the Management of Chronic Pain in Patients Undergoing Spinal Cord Stimulation. ICDH 2023: 109-114 - [c12]Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale:
Automated Feature Selection from Medical Literature. MedInfo 2023: 1436-1437 - 2022
- [c11]Joao H. Bettencourt-Silva, Natalia Mulligan, Francesca Bonin, Pierpaolo Tommasi, Alessandra Pascale, Vanessa López:
Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes. AMIA 2022 - 2021
- [c10]Debasis Ganguly, Martin Gleize, Yufang Hou, Charles Jochim, Francesca Bonin, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Robert West, Marie Johnston, Mike Kelly, Susan Michie:
Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word Embedding. AMIA 2021 - 2020
- [c9]Francesca Bonin, Martin Gleize, Yufang Hou, Debasis Ganguly, Ailbhe Finnerty, Charles Jochim, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Susan Michie:
Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation. AMIA 2020 - [c8]Francesca Bonin, Martin Gleize, Ailbhe Finnerty, Candice Moore, Charles Jochim, Emma Norris, Yufang Hou, Alison J. Wright, Debasis Ganguly, Emily Hayes, Silje Zink, Alessandra Pascale, Pol Mac Aonghusa, Susan Michie:
HBCP Corpus: A New Resource for the Analysis of Behavioural Change Intervention Reports. LREC 2020: 1967-1975 - 2019
- [c7]Stéphane Deparis, Pierpaolo Tommasi, Alessandra Pascale, Hicham Rifai, Julie Doyle, John Dinsmore:
Building a Risk Model for the Patient-centred Care of Multiple Chronic Diseases. BIBM 2019: 1078-1082 - [c6]Pierpaolo Tommasi, Stéphane Deparis, Alessandra Pascale:
HWProfile UI: facilitating the exploration of a patient centered risk model. ICHI 2019: 1-2 - 2018
- [c5]Pierpaolo Tommasi, Alessandra Pascale, Stéphane Deparis, Spyros Kotoulas:
KITE: An Analytics Platform for Multimorbidity Management. EFMI-STC 2018: 30-34 - [c4]Stéphane Deparis, Alessandra Pascale, Pierpaolo Tommasi, Spyros Kotoulas:
An Analytical Method for Multimorbidity Management Using Bayesian Networks. MIE 2018: 820-824 - 2015
- [c3]Riccardo Guidotti, Andrea Sassi, Michele Berlingerio, Alessandra Pascale, Bissan Ghaddar:
Social or Green? A Data-Driven Approach for More Enjoyable Carpooling. ITSC 2015: 842-847 - [c2]Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra Pascale, Yiannis Gkoufas, Bei Chen:
(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories. DC@PKDD/ECML 2015 - 2013
- [c1]Alessandra Pascale, Gabriel Gomes, Monica Nicoli:
Estimation of highway traffic from sparse sensors: Stochastic modeling and particle filtering. ICASSP 2013: 6158-6162
Informal and Other Publications
- 2024
- [i6]Tobia Boschi, Francesca Bonin, Jonathan Epperlein, Rodrigo Ordonez-Hurtado, Alessandra Pascale:
Feature Selection for Functional Data Classification. CoRR abs/2401.05765 (2024) - [i5]Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Cécile Rousseau, Alessandra Pascale, John Dinsmore:
Functional Graph Convolutional Networks: A unified multi-task and multi-modal learning framework to facilitate health and social-care insights. CoRR abs/2403.10158 (2024) - [i4]Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, Tigran T. Tchrakian, Radu Marinescu, Elizabeth Daly, Inkit Padhi, Prasanna Sattigeri:
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia. CoRR abs/2406.13805 (2024) - 2023
- [i3]Tigran T. Tchrakian, Mykhaylo Zayats, Alessandra Pascale, Dat Huynh, Pritish Parida, Carla Agurto Rios, Sergiy Zhuk, Jeffrey L. Rogers, NAVITAS / ENVISION Studies Physician Author Group, Boston Scientific Research Scientists Consortium:
A recommender for the management of chronic pain in patients undergoing spinal cord stimulation. CoRR abs/2309.03918 (2023) - [i2]Víctor Valls, Mykhaylo Zayats, Alessandra Pascale:
Information Flow in Graph Neural Networks: A Clinical Triage Use Case. CoRR abs/2309.06081 (2023) - 2015
- [i1]Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra Pascale, Yiannis Gkoufas, Bei Chen:
(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories. CoRR abs/1509.05257 (2015)
Coauthor Index
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