FedSub: Introducing class-aware Subnetworks Fusion to Enhance Personalized Federated Learning in Ubiquitous Systems

Authors: Campana, Mattia Giovanni, Delmastro, Franca

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.08699

Message from the DM-SmartHealth 2024 Co-Chairs; SMARTCOMP 2024

Authors: Giovanni Campana, Mattia, Dutt, Nikil

Source: 2024 IEEE International Conference on Smart Computing (SMARTCOMP) SMARTCOMP Smart Computing (SMARTCOMP), 2024 IEEE International Conference on. :xx-xx Jun, 2024

Relation: 2024 IEEE International Conference on Smart Computing (SMARTCOMP)

ContextLabeler Dataset: physical and virtual sensors data collected from smartphone usage in-the-wild

Authors: Campana, Mattia Giovanni, Delmastro, Franca

Source: Elsevier Data in Brief, Volume 37, 2021

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2307.03586

A Machine-Learned Ranking Algorithm for Dynamic and Personalised Car Pooling Services

Authors: Campana, Mattia Giovanni, Delmastro, Franca, Bruno, Raffaele

Subject Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.05697

Context-Aware Configuration and Management of WiFi Direct Groups for Real Opportunistic Networks

Authors: Arnaboldi, Valerio, Campana, Mattia Giovanni, Delmastro, Franca

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.03126

Transfer Learning for the Efficient Detection of COVID-19 from Smartphone Audio Data

Authors: Campana, Mattia Giovanni, Delmastro, Franca, Pagani, Elena

Source: Pervasive and Mobile Computing, Volume 89, 2023

Subject Terms: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2307.02975

PLIERS: a Popularity-Based Recommender System for Content Dissemination in Online Social Networks

Authors: Arnaboldi, Valerio, Campana, Mattia Giovanni, Delmastro, Franca, Pagani, Elena

Subject Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.02865

L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data

Authors: Campana, Mattia Giovanni, Rovati, Andrea, Delmastro, Franca, Pagani, Elena

Source: 2022 IEEE International Conference on Smart Computing (SMARTCOMP) SMARTCOMP Smart Computing (SMARTCOMP), 2022 IEEE International Conference on. :100-107 Jun, 2022

Relation: 2022 IEEE International Conference on Smart Computing (SMARTCOMP)

Recommender Systems for Online and Mobile Social Networks: A survey

Authors: Campana, Mattia Giovanni, Delmastro, Franca

Source: Online Social Networks and Media, 2017

Subject Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2307.01207

Lightweight Modeling of User Context Combining Physical and Virtual Sensor Data

Authors: Campana, Mattia Giovanni, Chatzopoulos, Dimitris, Delmastro, Franca, Hui, Pan

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.16029

MyDigitalFootprint: an extensive context dataset for pervasive computing applications at the edge

Authors: Campana, Mattia Giovanni, Delmastro, Franca

Source: Pervasive and Mobile Computing, Volume 70, January 2021, 101309

Subject Terms: Computer Science - Machine Learning, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2306.15990

COMPASS: Unsupervised and Online Clustering of Complex Human Activities from Smartphone Sensors

Authors: Campana, Mattia Giovanni, Delmastro, Franca

Source: Expert Systems with Applications, Volume 181, 2021, 115124

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.15437

A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images

Authors: Campana, Mattia Giovanni, Colussi, Marco, Delmastro, Franca, Mascetti, Sergio, Pagani, Elena

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.18489

A Personalized Recommender System for Pervasive Social Networks

Authors: Arnaboldi, Valerio, Campana, Mattia G., Delmastro, Franca, Pagani, Elena

Source: Pervasive and Mobile Computing Volume 36, April 2017, Pages 3-24

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2205.15063

On-device modeling of user's social context and familiar places from smartphone-embedded sensor data

Authors: Campana, Mattia Giovanni, Delmastro, Franca

Source: Elsevier Journal of Network and Computer Applications, Volume 205, September 2022

Subject Terms: Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2205.08790

Signature of Altered Retinal Microstructures and Electrophysiology in Schizophrenia Spectrum Disorders Is Associated With Disease Severity and Polygenic Risk

Authors: de Almeida, Valéria, Behrens, Stephanie, Boudriot, Emanuel, Campana, Mattia, Dengl, Fanny, Falkai, Peter, Fischer, Laura E., Gabellini, Nadja, Gabriel, Vanessa, Geyer, Thomas, Hanken, Katharina, Hasan, Alkomiet, Hasanaj, Genc, Ioannou, Georgios, Jäger, Iris, de Jonge, Sylvia, Karali, Temmuz, Karch, Susanne, Karslı, Berkhan, Keeser, Daniel, Kern, Christoph, Klimas, Nicole, Krčmář, Lenka, Melcher, Julian, Mortazavi, Matin, Moussiopoulou, Joanna, Neumeier, Karin, Padberg, Frank, Papazov, Boris, Papiol, Sergi, Pingen, Pauline, Pogarell, Oliver, Priglinger, Siegfried, Raabe, Florian J., Roell, Lukas, Rossner, Moritz J., Schmitt, Andrea, Schmölz, Susanne, Schulz, Enrico, Schworm, Benedikt, Wagner, Elias, Wichert, Sven, Yakimov, Vladislav, Zill, Peter, Popovic, David, Xu, Simiao, Schulte, Eva C.

Source: In Biological Psychiatry 15 November 2024 96(10):792-803

Association of symptom severity and cerebrospinal fluid alterations in recent onset psychosis in schizophrenia-spectrum disorders – An individual patient data meta-analysis

Authors: Campana, Mattia, Yakimov, Vladislav, Moussiopoulou, Joanna, Maurus, Isabel, Löhrs, Lisa, Raabe, Florian, Jäger, Iris, Mortazavi, Matin, Benros, Michael E., Jeppesen, Rose, Meyer zu Hörste, Gerd, Heming, Michael, Giné-Servén, Eloi, Labad, Javier, Boix, Ester, Lennox, Belinda, Yeeles, Ksenija, Steiner, Johann, Meyer-Lotz, Gabriela, Dobrowolny, Henrik, Malchow, Berend, Hansen, Niels, Falkai, Peter, Siafis, Spyridon, Leucht, Stefan, Halstead, Sean, Warren, Nicola, Siskind, Dan, Strube, Wolfgang, Hasan, Alkomiet, Wagner, Elias

Source: In Brain Behavior and Immunity July 2024 119:353-362

Neural response during prefrontal theta burst stimulation: Interleaved TMS-fMRI of full iTBS protocols

Authors: Chang, Kai-Yen, Tik, Martin, Mizutani-Tiebel, Yuki, Schuler, Anna-Lisa, Taylor, Paul, Campana, Mattia, Vogelmann, Ulrike, Huber, Barbara, Dechantsreiter, Esther, Thielscher, Axel, Bulubas, Lucia, Padberg, Frank, Keeser, Daniel

Source: In NeuroImage 1 May 2024 291

Inflammatory cerebrospinal fluid markers in schizophrenia spectrum disorders: A systematic review and meta-analysis of 69 studies with 5710 participants

Authors: Warren, Nicola, O'Gorman, Cullen, Horgan, Isabelle, Weeratunga, Milleni, Halstead, Sean, Moussiopoulou, Joanna, Campana, Mattia, Yakimov, Vladislav, Wagner, Elias, Siskind, Dan

Source: In Schizophrenia Research April 2024 266:24-31

A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images

Authors: Campana, Mattia Giovanni, Colussi, Marco, Delmastro, Franca, Mascetti, Sergio, Pagani, Elena

Source: In Pervasive and Mobile Computing February 2024 98