Adriano César Machado Pereira

ORCID

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 10

Top Venues

WebMedia

LA-WEB

IJCNN

Soc. Netw. Anal. Min.

Federal University of Minas Gerais, Brazil (PHD)

Education History

Federal University of Minas Gerais, Brazil

PHD

Publications

Heitor Werneck, Nícollas Campos Silva, Carlos Masao Mito, Adriano César Machado Pereira, Diego Roberto Colombo Dias, Elisa Tuler de Albergaria, Leonardo Chaves Dutra da Rocha
Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains. WebMedia (2022)
Caio Mário Mesquita, Renato A. de Oliveira, Adriano César Machado Pereira
Combining an LSTM neural network with the Variance Ratio Test for time series prediction and operation on the Brazilian stock market. IJCNN (2020)
Eugênio Pacceli Reis da Fonseca, Evandro Caldeira, Heitor Soares Ramos Filho, Leonardo Barbosa e Oliveira, Adriano César Machado Pereira, Pierre Santos Vilela
Agro 4.0: A data science-based information system for sustainable agroecosystem management. Simul. Model. Pract. Theory 102 (2020)
Leonardo Conegundes Martinez, Adriano César Machado Pereira
Beating the Stock Market with a Deep Reinforcement Learning Day Trading System. IJCNN (2020)
Renato Arantes de Oliveira, Heitor Soares Ramos Filho, Daniel Hasan Dalip, Adriano César Machado Pereira
A tabular sarsa-based stock market agent. ICAIF (2020)
Felipe L. A. Conceiç ao, Flávio L. C. Pádua, Anísio Lacerda, Adriano César Machado Pereira, Daniel Hasan Dalip
Multimodal data fusion framework based on autoencoders for top-N recommender systems. Appl. Intell. 49 (9) (2019)
Eugênio Pacceli Reis da Fonseca, Evandro Caldeira, Heitor Soares Ramos Filho, Leonardo Barbosa e Oliveira, Adriano César Machado Pereira, Pierre Santos Vilela
Agro 4.0: A Green Information System for Sustainable Agroecosystem Management. CoRR (2019)
Eduardo Jabbur Machado, Adriano César Machado Pereira
Proposal and Implementation of Machine Learning Models for Stock Markets Using Web Data. WebMedia (2018)
Israel Guerra, Wagner Meira Jr., Adriano César Machado Pereira, Diogo Marques Santa, Vagner Diniz, Heitor Ganzeli, Marcelo Pitta, Alexandre Barbosa
DynWebStats: A Framework for Determining Dynamic and Up-to-date Web Indicators. WebMedia (2016)
Moisés Henrique Ramos Pereira, Flávio Luis Cardeal Pádua, Adriano César Machado Pereira, Fabrício Benevenuto, Daniel Hasan Dalip
Fusing Audio, Textual, and Visual Features for Sentiment Analysis of News Videos. ICWSM (2016)
Moisés H. R. Pereira, Flávio Luis Cardeal Pádua, Adriano César Machado Pereira, Giani David Silva, Fabrício Benevenuto de Souza
Multimodal Sentiment Analysis for Automatic Estimation of Polarity Tension of TV News in TV Newscasts Videos. WebMedia (2015)
Rafael França Lima, Adriano César Machado Pereira
A Fraud Detection Model Based on Feature Selection and Undersampling Applied to Web Payment Systems. WI-IAT (3) (2015)
Ruhan Bidart, Adriano César Machado Pereira, Jussara Marques de Almeida
A Characterization of Access Profiles and Navigation in E-Commerce: A Tourism Application. WebMedia (2014)
Bruna Neuenschwander, Adriano César Machado Pereira, Wagner Meira Jr., Denilson Barbosa
Sentiment Analysis for Streams of Web Data: A Case Study of Brazilian Financial Markets. WebMedia (2014)
Theo Lins, Adriano César Machado Pereira, Fabrício Benevenuto
Workload characterization of a location-based social network. Soc. Netw. Anal. Min. 4 (1) (2014)
Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Adriano César Machado Pereira
Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. WebMedia (2014)
Evandro Caldeira, Gabriel Brandão, Adriano César Machado Pereira
Fraud Analysis and Prevention in e-Commerce Transactions. LA-WEB (2014)
Ruhan Bidart, Adriano César Machado Pereira, Jussara M. Almeida, Anísio Lacerda
Where Should I Go? City Recommendation Based on User Communities. LA-WEB (2014)
Carlos A. S. Assis, Adriano César Machado Pereira, Marconi de Arruda Pereira, Eduardo G. Carrano
A genetic programming approach for fraud detection in electronic transactions. CICS (2014)
Diego Duarte, Adriano César Machado Pereira, Clodoveu A. Davis Jr.
Modeling, Characterization and Recommendation of Multimedia Web Content Services. ISM (2013)
Caio Mário Mesquita, Ulisses Cavalca, Adriano César Machado Pereira, Eduardo G. Carrano
A traffic shaping optimization methodology for web systems. WebMedia (2013)
Diego Duarte, Adriano César Machado Pereira, Clodoveu A. Davis Jr.
Modeling, characterizing and recommendation in multimedia web content services. WebMedia (2013)
Ruhan Bidart, Lucas Maia Silveira, Adriano César Machado Pereira, Adriano Alonso Veloso
Risk analysis of electronic transactions in tourism web applications. WebMedia (2013)
Ulisses Cavalca, Caio Mário Mesquita, Adriano César Machado Pereira, Eduardo G. Carrano
A computational intelligence based approach for computer network traffic shaping. IEEE Congress on Evolutionary Computation (2013)
Evandro Caldeira, Gabriel Brandão, Adriano César Machado Pereira
Characterizing and preventing chargebacks in next generation web payments services. CASoN (2012)
Evandro Caldeira, Gabriel Brandão, Hudson Campos, Adriano César Machado Pereira
Characterizing and Evaluating Fraud in Electronic Transactions. LA-WEB (2012)
Rafael Alexandre França de Lima, Adriano César Machado Pereira
Fraud detection in web transactions. WebMedia (2012)
Ulisses Cavalca, Caio Mário Mesquita, Adriano César Machado Pereira, Eduardo G. Carrano
A methodology for traffic shaping multiobjective optimization for next generation network. CASoN (2012)
Thiago R. P. M. Rúbio, Rogério Martins Gomes, Adriano César Machado Pereira
Behavioral analysis in social networks: an approach based on intelligent system. WebMedia (2012)

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Publication Activity (10 Years)

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Adriano César Machado Pereira