V
Victor Hugo C. de Albuquerque
Researcher at Federal University of Ceará
Publications - 363
Citations - 13510
Victor Hugo C. de Albuquerque is an academic researcher from Federal University of Ceará. The author has contributed to research in topics: Computer science & Support vector machine. The author has an hindex of 49, co-authored 312 publications receiving 7636 citations. Previous affiliations of Victor Hugo C. de Albuquerque include Dongguan University of Technology & University of Porto.
Papers
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Journal ArticleDOI
A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images
Vikash Chouhan,Sanjay Kumar Singh,Aditya Khamparia,Deepak Gupta,Prayag Tiwari,Catarina Moreira,Robertas Damaševičius,Victor Hugo C. de Albuquerque +7 more
TL;DR: A novel deep learning framework for the detection of pneumonia using the concept of transfer learning, where features from images are extracted using different neural network models pretrained on ImageNet, which then are fed into a classifier for prediction.
Journal ArticleDOI
Performance Analysis of Google Colaboratory as a Tool for Accelerating Deep Learning Applications
Tiago Carneiro,Raul Victor Medeiros da Nóbrega,Thiago Nepomuceno,Gui-Bin Bian,Victor Hugo C. de Albuquerque,Pedro Pedrosa Rebouças Filho +5 more
TL;DR: This paper presents a detailed analysis of Colaboratory regarding hardware resources, performance, and limitations and shows that the performance reached using this cloud service is equivalent to the performance of the dedicated testbeds, given similar resources.
Journal ArticleDOI
Internet of Things: A survey on machine learning-based intrusion detection approaches
Kelton A. P. Costa,João Paulo Papa,Celso O. Lisboa,Roberto Munoz,Victor Hugo C. de Albuquerque +4 more
TL;DR: Recent and in-depth research of relevant works that deal with several intelligent techniques and their applied intrusion detection architectures in computer networks with emphasis on the Internet of Things and machine learning are aimed at.
Journal ArticleDOI
Enabling Technologies for the Internet of Health Things
Joel J. P. C. Rodrigues,Dante Borges De Rezende Segundo,Heres Arantes Junqueira,Murilo Henrique Sabino,Rafael Maciel Prince,Jalal Al-Muhtadi,Victor Hugo C. de Albuquerque +6 more
TL;DR: A review of techniques based on IoT for healthcare and ambient-assisted living, defined as the Internet of Health Things (IoHT), based on the most recent publications and products available in the market from industry for this segment is presented.
Journal ArticleDOI
A Reference Model for Internet of Things Middleware
Mauro A. A. da Cruz,Joel J. P. C. Rodrigues,Jalal Al-Muhtadi,Valery V. Korotaev,Victor Hugo C. de Albuquerque +4 more
TL;DR: It is concluded that middleware plays a crucial role in IoT solutions and the proposed architectural approach can be used as a reference model for IoT middleware.