Evaluating balancing on social networks through the efficient solution of correlation clustering problems

Autor: Mario Levorato, Rosa Figueiredo, Yuri Frota, Lúcia Drummond

Publikováno v: EURO Journal on Computational Optimization, Vol 5, Iss 4, Pp 467-498 (2017)

One challenge for social network researchers is to evaluate balance in a social network. The degree of balance in a social group can be used as a tool to study whether and how this group evolves to a possible balanced state. The solution of clusterin

Externí odkaz: https://doaj.org/article/731f7de9829440968feee5f1a3ba8647

Evaluating Federated Learning Scenarios in a Tumor Classification Application

Autor: Rafaela C. Brum, George Teodoro, Lúcia Drummond, Luciana Arantes, Maria Clicia Castro, Pierre Sens

Publikováno v: Anais da VII Escola Regional de Alto Desempenho do Rio de Janeiro (ERAD-RJ 2021).

Federated Learning is a new area of distributed Machine Learning (ML) that emerged to deal with data privacy concerns. In this approach, each client has access to a local and private dataset. They only exchange the model weights and updates. This pap

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8a87842cd40fa9772e65fb4241d2a03b
https://doi.org/10.5753/eradrj.2021.18558

Message from the Program Chairs

Autor: Lúcia Drummond

Publikováno v: 2020 IEEE 32nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::363b854d6c02b6739af6bc7084c0f3e3
https://doi.org/10.1109/sbac-pad49847.2020.00006

Message from the WAMCA 2016 Workshop Chairs

Autor: Lúcia Drummond

Publikováno v: 2016 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b79ee54604985f29ebcb04049da331ac
https://doi.org/10.1109/sbac-padw.2016.6

A new mathematical model for the Data MULE's Scheduling Problem

Autor: Pablo Luiz Araujo Munhoz, Philippe Michelon, Lúcia Drummond, Luiz Satoru Ochi

Publikováno v: ROADEF-15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision
ROADEF-15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
HAL

International audience; In a wireless sensor network,the sensors cooperate in order to establish the connection between all other sensors in the network.The implementation of this kind of network is done quickly and can be applied in various critical

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::07acb153efde39cce3034beaf80571b2
https://hal.archives-ouvertes.fr/hal-00946360