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Paolo Fraccaro

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2020 – today

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2024
[i5]
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  - journals/corr/abs-2406-19888
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Michal Muszynski, Levente J. Klein, Ademir Ferreira da Silva, Anjani Prasad Atluri, Carlos Gomes, Daniela Szwarcman, Gurkanwar Singh, Kewen Gu, Maciel Zortea, Naomi Simumba, Paolo Fraccaro, Shraddha Singh, Steve Meliksetian, Campbell D. Watson, Daiki Kimura, Harini Srinivasan:
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation. CoRR abs/2406.19888 (2024)
2023
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  - journals/lgrs/ZorteaMFW23
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Maciel Zortea, Michal Muszynski, Paolo Fraccaro, Jonas Weiss:
Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
[i4]
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  - journals/corr/abs-2310-18660
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Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran:
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR abs/2310.18660 (2023)
[i3]
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  - journals/corr/abs-2311-16196
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Julian Kuehnert, Hiwot Tadesse, Chris Dearden, Rosie Lickorish, Paolo Fraccaro, Anne Jones, Blair Edwards, Sekou L. Remy, Peter Melling, Tim Culmer:
Variational Exploration Module VEM: A Cloud-Native Optimization and Validation Tool for Geospatial Modeling and AI Workflows. CoRR abs/2311.16196 (2023)
2022
[j4]
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  - journals/remotesensing/FraccaroBEFCRC22
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Paolo Fraccaro, Junaid Butt, Blair Edwards, Robert P. Freckleton, Dylan Z. Childs, Katharina Reusch, David Comont:
A Deep Learning Application to Map Weed Spatial Extent from Unmanned Aerial Vehicles Imagery. Remote. Sens. 14(17): 4197 (2022)
[c13]
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  - conf/aaai/FraccaroSGRSIEJ22
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Paolo Fraccaro, Nikola Stoyanov, Zaheed Gaffoor, Laura Elena Cue La Rosa, Jitendra Singh, Tatsuya Ishikawa, Blair Edwards, Anne Jones, Komminist Weldemariam:
Deploying an Artificial Intelligence Application to Detect Flood from Sentinel 1 Data. AAAI 2022: 12489-12495
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  - conf/bigdataconf/MuszynskiHWFZB22
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Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler:
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? IEEE Big Data 2022: 4860-4867
[c11]
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  - conf/icassp/TatsuboriMIFJEK22
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Michiaki Tatsubori, Takao Moriyama, Tatsuya Ishikawa, Paolo Fraccaro, Anne Jones, Blair Edwards, Julian Kuehnert, Sekou L. Remy:
Deep Temporal Interpolation of Radar-Based Precipitation. ICASSP 2022: 1685-1689
[c10]
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Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss:
Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods. IGARSS 2022: 5889-5892
[i2]
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  - journals/corr/abs-2203-01277
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Michiaki Tatsubori, Takao Moriyama, Tatsuya Ishikawa, Paolo Fraccaro, Anne Jones, Blair Edwards, Julian Kuehnert, Sekou L. Remy:
Deep Temporal Interpolation of Radar-based Precipitation. CoRR abs/2203.01277 (2022)
[i1]
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  - journals/corr/abs-2209-12080
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Blair Edwards, Paolo Fraccaro, Nikola Stoyanov, Nelson Bore, Julian Kuehnert, Kommy Weldemariam, Anne Jones:
Climate Impact Modelling Framework. CoRR abs/2209.12080 (2022)
2020
[c9]
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  - conf/aime/FraccaroEE20
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Paolo Fraccaro, Xenophon Evangelopoulos, Blair Edwards:
Development and Preliminary Evaluation of a Method for Passive, Privacy-Aware Home Care Monitoring Based on 2D LiDAR Data. AIME 2020: 160-169
[c8]
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  - conf/icvisp/FraccaroBRFEP20
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Paolo Fraccaro, Matt Benatan, Katharina Reusch, Clyde Fare, Blair Edwards, Edward Pyzer-Knapp:
Modelling Mobile Signal Strength by Combining Geospatial Big Data and Artificial Intelligence. ICVISP 2020: 49:1-49:5
[c7]
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  - conf/mie/HabliSMFLP20
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Ibrahim Habli, Charlotte Stockton-Powdrell, Matthew Machin, Paolo Fraccaro, Shôn Lewis, Niels Peek:
Preliminary Safety Analysis of a Wearable Clinic for the Early Detection of Psychotic Relapse. MIE 2020: 1367-1368

2010 – 2019

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2019
[j3]
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  - journals/jamia/FraccaroBSHPLVP19
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Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, Niels Peek:
Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. J. Am. Medical Informatics Assoc. 26(11): 1412-1420 (2019)
[c6]
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Yan Zheng, Paolo Fraccaro, Niels Peek:
The Minimum Sampling Rate and Sampling Duration When Applying Geolocation Data Technology to Human Activity Monitoring. AIME 2019: 233-238
[c5]
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  - conf/medinfo/FraccaroLVP19
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Paolo Fraccaro, Stuart Lavery-Blackie, Sabine N. van der Veer, Niels Peek:
Behavioural Phenotyping of Daily Activities Relevant to Social Functioning Based on Smartphone-Collected Geolocation Data. MedInfo 2019: 945-949
2018
[j2]
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  - journals/ijmi/FraccaroVBBPV18
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Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer:
The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review. Int. J. Medical Informatics 111: 100-111 (2018)
[j1]
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  - journals/midm/FraccaroVBVHWWS18
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Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Sabine N. van der Veer, Lamiece Hassan, Richard Williams, Grahame Wood, Smeeta Sinha, Iain E. Buchan, Niels Peek:
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour. BMC Medical Informatics Decis. Mak. 18(1): 11:1-11:12 (2018)
2017
[c4]
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  - conf/medinfo/FraccaroVBBPV17
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Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer:
Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis. MedInfo 2017: 79-83
2016
[c3]
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  - conf/cbms/DifrancescoFVAA16
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Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek:
Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. CBMS 2016: 324-328
2015
[c2]
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  - conf/medinfo/FraccaroBPSBP15
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Paolo Fraccaro, Benjamin Brown, Mattia Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek:
Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results. MedInfo 2015: 701-705
2014
[c1]
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  - conf/bhi/BonettoFNG14
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Monica Bonetto, Paolo Fraccaro, Massimo Nicolo, Mauro Giacomini:
A web-tool to manage ophthalmologic electronic health records. BHI 2014: 346-349

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