Renata Lopes Rosa

Orcid: 0000-0002-5839-0692

According to our database1, Renata Lopes Rosa authored at least 60 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Investigating ChatGPT and cybersecurity: A perspective on topic modeling and sentiment analysis.
Comput. Secur., December, 2023

IoT based real-time traffic monitoring system using images sensors by sparse deep learning algorithm.
Comput. Commun., October, 2023

AsQM: Audio Streaming Quality Metric Based on Network Impairments and User Preferences.
IEEE Trans. Consumer Electron., August, 2023

An Analysis of Image Features Extracted by CNNs to Design Classification Models for COVID-19 and Non-COVID-19.
J. Signal Process. Syst., March, 2023

A Skin Cancer Classification Approach using GAN and RoI-Based Attention Mechanism.
J. Signal Process. Syst., March, 2023

A novel deep deterministic policy gradient model applied to intelligent transportation system security problems in 5G and 6G network scenarios.
Phys. Commun., February, 2023

Transfer Learning Approach to IDS on Cloud IoT Devices Using Optimized CNN.
IEEE Access, 2023

Unified Approach to Video-Based AI Inference Tasks in Augmented Reality Systems Assisted by Mobile Edge Computing.
Proceedings of the International Conference on Software, 2023

A Novel Resource Allocation in Software-Defined Networks for IoT Application.
Proceedings of the International Conference on Software, 2023

A Novel QoE Indicator for Mobile Networks based on Twitter Opinion Ranking.
Proceedings of the International Conference on Software, 2023

Soybean Disease Detection by Deep Learning Algorithms.
Proceedings of the International Conference on Software, 2023

Use of ChatGPT as Configuration Support Tool and Network Analysis.
Proceedings of the International Conference on Software, 2023

2022
An FPGA-Based Performance Evaluation of Artificial Neural Network Architecture Algorithm for IoT.
Wirel. Pers. Commun., 2022

Light-Field Imaging Reconstruction Using Deep Learning Enabling Intelligent Autonomous Transportation System.
IEEE Trans. Intell. Transp. Syst., 2022

BoostedEnML: Efficient Technique for Detecting Cyberattacks in IoT Systems Using Boosted Ensemble Machine Learning.
Sensors, 2022

Big data analytics for critical information classification in online social networks using classifier chains.
Peer-to-Peer Netw. Appl., 2022

A lightweight intelligent intrusion detection system for industrial internet of things using deep learning algorithms.
Expert Syst. J. Knowl. Eng., 2022

Differentiable Measures for Speech Spectral Modeling.
IEEE Access, 2022

Intelligent Hello Dissemination Model for FANET Routing Protocols.
IEEE Access, 2022

2021
Q-Meter: Quality Monitoring System for Telecommunication Services Based on Sentiment Analysis Using Deep Learning.
Sensors, 2021

Enhanced Routing Algorithm Based on Reinforcement Machine Learning - A Case of VoIP Service.
Sensors, 2021

Intrusion Detection System Based on Fast Hierarchical Deep Convolutional Neural Network.
IEEE Access, 2021

2020
Lightweight PVIDNet: A Priority Vehicles Detection Network Model Based on Deep Learning for Intelligent Traffic Lights.
Sensors, 2020

Event Detection System Based on User Behavior Changes in Online Social Networks: Case of the COVID-19 Pandemic.
IEEE Access, 2020

2019
RsRS: Ridesharing Recommendation System Based on Social Networks to Improve the User's QoE.
IEEE Trans. Intell. Transp. Syst., 2019

A Knowledge-Based Recommendation System That Includes Sentiment Analysis and Deep Learning.
IEEE Trans. Ind. Informatics, 2019

Performance improvement of a non-intrusive voice quality metric in lossy networks.
IET Commun., 2019

Speech Quality Assessment in Wireless Communications With MIMO Systems Using a Parametric Model.
IEEE Access, 2019

Wireless Access Point Positioning Optimization.
Proceedings of the 2019 International Conference on Software, 2019

A Machine Learning Model to Resource Allocation Service for Access Point on Wireless Network.
Proceedings of the 2019 International Conference on Software, 2019

A Speech Quality Classifier based on Signal Information that Considers Wired and Wireless Degradations.
Proceedings of the 2019 International Conference on Software, 2019

Monitoring and Classification of Emotions in Elderly People.
Proceedings of the 2019 International Conference on Software, 2019

2018
Speech Quality Assessment Over Lossy Transmission Channels Using Deep Belief Networks.
IEEE Signal Process. Lett., 2018

Speech Quality Assessment in Wireless VoIP Communication Using Deep Belief Network.
IEEE Access, 2018

Quantifying the Quality Improvement of MIMO Transmission Systems in VoIP Communication.
Proceedings of the 26th International Conference on Software, 2018

Improving a Parametric Model for Speech Quality Assessment in Wireless Communication Systems.
Proceedings of the 26th International Conference on Software, 2018

Calculating the Influence of Tagging People on Sentiment Analysis.
Proceedings of the 26th International Conference on Software, 2018

A Recommendation System for Shared-Use Mobility Service.
Proceedings of the 26th International Conference on Software, 2018

The Use of the Convolutional Neural Network as an Emotion Classifier in a Music Recommendation System.
Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

Avaliação da Qualidade da Voz em Serviços de Comunicação usando Deep Learning.
Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Voice Quality Assessment in Communication Services using Deep Learning.
Proceedings of the 15th International Symposium on Wireless Communication Systems, 2018

2017
Age Groups Classification in Social Network Using Deep Learning.
IEEE Access, 2017

Melhoria da Segurança de um Sistema de Informação Utilizando Biometria de Iris.
Proceedings of the 13th Brazilian Symposium on Information Systems, 2017

Information System for the Improvement of Telecommunication Service Quality.
Proceedings of the 13th Brazilian Symposium on Information Systems, 2017

Evaluation of Sentiment and Affectivity Analysis in a Blog Recommendation System.
Proceedings of the XVI Brazilian Symposium on Human Factors in Computing Systems, 2017

2016
Video Quality Metric for Streaming Service Using DASH Standard.
IEEE Trans. Broadcast., 2016

Monitoring system for potential users with depression using sentiment analysis.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

Real-time evaluation of speech quality in mobile communication services.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

2015
Music recommendation system based on user's sentiments extracted from social networks.
IEEE Trans. Consumer Electron., 2015

No-reference video quality metric for streaming service using DASH standard.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

2014
Video quality assessment in video streaming services considering user preference for video content.
IEEE Trans. Consumer Electron., 2014

The impact of video-quality-level switching on user quality of experience in dynamic adaptive streaming over HTTP.
EURASIP J. Wirel. Commun. Netw., 2014

Video quality assessment in video streaming services considering user preference for video content.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

2013
SentiMeter-Br: A Social Web Analysis Tool to Discover Consumers' Sentiment.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

SentiMeter-Br: A new social web analysis metric to discover consumers' sentiment.
Proceedings of the IEEE International Symposium on Consumer Electronics, 2013

A billing system model for voice call service in cellular networks based on voice quality.
Proceedings of the IEEE International Symposium on Consumer Electronics, 2013

2012
Quality metric to assess video streaming service over TCP considering temporal location of pauses.
IEEE Trans. Consumer Electron., 2012

Video quality subjective assessment considering cognitive criteria and user preferences on video content.
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

2011
Recommendation system based on user profile extracted from an IMS network with emphasis on social network and digital TV.
Proceedings of the 6th Latin America Networking Conference, 2011

2010
A Simple Method to Measure the Image Complexity on a Fault Tolerant Cluster Computing.
Proceedings of the Sixth Advanced International Conference on Telecommunications, 2010


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