Ci2 Researcher

Douglas Cardoso

Collaborator

Intelligent and Pervasive Environments

douglas.cardoso@ipt.pt

ORCID: 0000-0002-1932-334X
Ciência ID: 5511-1489-6FDD
Scholar ID: i88U02AAAAAJ
Scopus ID: 55336631100
WoS ID: J-7529-2016
OpenAlex ID: A5080966409
Projects: 1
Publications: 13
Areas of Interest
ARTIFICIAL INTELLIGENCE
DATA SCIENCE
MACHINE LEARNING
Academic Information
Academic Degree

Doctorate (PhD)

Graduation Year

2017

Ci2 Information
Entry Date at Ci2

2022-04-07

Exit Date from Ci2

2024-04-06

Citation Metrics
OpenAlex
217
Total Citations
h
8
h-index
i10
8
i10-index
1.48
2-Year Impact
Metrics updated: 01 Jan 03:00
About

Bachelor in Computer Science (2008), master and doctor in Systems and Computer Engineering (2012 and 2017, respectively), all from the Federal University of Rio de Janeiro, in Brazil. Previously a tenured professor at CEFET-RJ and researcher at Ci2-IPT, he is currently a researcher at CLUP. He is the author of dozens of peer-reviewed articles published in international scientific events and journals. He has supervised doctoral and master's theses as well as final projects by undergraduate students. In a broad sense, his topics of interest are Machine Learning, Data Science, and Complex Networks.

Projects

Publications

Displaying items 1-5 of 13 in total
Conference paper
2024

A WiSARD Network Approach for 5G MIMO Beam Selection

20th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems
Joanna Manjarres Douglas Cardoso Aldebaro Klautau José Rezende
10.1007/978-3-031-74003-9_29
2-s2.0-85215960084
OpenAlex W4406068133
Journal article
2024
Q1
2

Greedy recursive spectral bisection for modularity-bound hierarchical divisive community detection

Statistics and Computing
Douglas Cardoso João Junior Carla Oliveira Celso Marques Laura Assis
10.1007/s11222-024-10451-3
2-s2.0-85197894810
OpenAlex W4400085162
Conference paper
2023

An Exploratory Study of Deep Learning for Predicting Computational Tasks Behavior in HPC Systems

International Symposium on Computer Architecture and High Performance Computing Workshops
Alexandre Porto Micaella Coelho Kary Ocana Carla Osthoff Francieli Boito +1
10.1109/SBAC-PADW60351.2023.00012
2-s2.0-85178521619
OpenAlex W4388483290
Conference paper
2023

Experimental Analysis of Pipelining Community Detection and Recommender Systems

19th International Conference on Web Information Systems and Technologies
Ryan Abreu Laura Assis Douglas Cardoso
10.5220/0012237000003584
2-s2.0-85179585075
OpenAlex W4388860856
Journal article
2023
Q1
7

Motivational factors for patenting: A study of the Brazilian researchers profile

World Patent Information
Carlos Jesus Douglas Cardoso Cristina Souza
10.1016/j.wpi.2023.102241
1-s2.0-S0172219023000716
OpenAlex W4388193067