Adriano C. M. Pereira

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 45

Top Topics

Portfolio Optimization

Recommender Systems

Top Venues

Publications

Yan Andrade, Nícollas Silva, Thiago Silva, Adriano C. M. Pereira, Diego Roberto Colombo Dias, Elisa Tuler de Albergaria, Leonardo Rocha
A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems. WebMedia (2023)
Reinaldo Ferraz, Ana Duarte, João Bárbara, Adriano C. M. Pereira, Wagner Meira Jr.
A platform to check website compliance with web accessibility standards. W4A (2023)
Yan Andrade, Nícollas Campos Silva, Adriano C. M. Pereira, Elisa Tuler, Cleverson Vieira, Marcelo de Paiva Guimarães, Diego Dias, Leonardo Rocha
Integrating Counterfactual Evaluations into Traditional Interactive Recommendation Frameworks. ICCSA (1) (2023)
Nícollas Silva, Thiago Silva, Henrique Hott, Yan Ribeiro, Adriano C. M. Pereira, Leonardo Rocha
Exploring Scenarios of Uncertainty about the Users' Preferences in Interactive Recommendation Systems. SIGIR (2023)
Nícollas Silva, Thiago Silva, Heitor Werneck, Leonardo Rocha, Adriano C. M. Pereira
User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience. Trans. Recomm. Syst. 1 (1) (2023)
Anísio Lacerda, Claudio Almeida, André C. P. L. F. de Carvalho, Adriano C. M. Pereira, Gisele L. Pappa, Wagner Meira Jr., Débora M. Miranda, Marco A. Romano-Silva, Leandro Malloy Diniz
Algorithmic Recourse in Mental Healthcare. IJCNN (2023)
Thiago Silva, Nícollas Silva, Heitor Werneck, Carlos Mito, Adriano C. M. Pereira, Leonardo Rocha
iRec: An Interactive Recommendation Framework. SIGIR (2022)
Thiago Silva, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira, Leonardo Rocha
Interactive POI Recommendation: applying a Multi-Armed Bandit framework to characterise and create new models for this scenario. WebMedia (2022)
Heitor Werneck, Nícollas Silva, Adriano C. M. Pereira, Matheus Carvalho Viana, Alejandro Bellogín, Jorge Martínez Gil, Fernando Mourão, Leonardo Rocha
A reproducible POI recommendation framework: Works mapping and benchmark evaluation. Inf. Syst. 108 (2022)
Heitor Werneck, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira, Elisa Tuler, Diego Dias, Leonardo Rocha
A Stacking Recommender System Based on Contextual Information for Fashion Retails. ICCSA (1) (2022)
Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha
Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions. Expert Syst. Appl. 197 (2022)
Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha
A contextual approach to improve the user's experience in interactive recommendation systems. WebMedia (2021)
Heitor Werneck, Rodrigo Santos, Nícollas Silva, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
Effective and diverse POI recommendations through complementary diversification models. Expert Syst. Appl. 175 (2021)
Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
Points of Interest recommendations: Methods, evaluation, and future directions. Inf. Syst. 101 (2021)
Luiz Chaves, Nícollas Silva, Rodrigo Carvalho, Adriano C. M. Pereira, Diego Roberto Colombo Dias, Leonardo Rocha
How to Improve the Recommendation's Accuracy in POI Domains? ICCSA (1) (2020)
Thiago Silva, Nícollas Silva, Heitor Werneck, Adriano C. M. Pereira, Leonardo Rocha
The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning. WebMedia (2020)
Heitor Werneck, Nícollas Silva, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha
Combining complementary diversification models for personalized POI recommendations. WebMedia (2020)
Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha
A Survey on Point-of-Interest Recommendation in Location-based Social Networks. WebMedia (2020)
Matheus Araújo, Adriano C. M. Pereira, Fabrício Benevenuto
A comparative study of machine translation for multilingual sentence-level sentiment analysis. Inf. Sci. 512 (2020)
Caio Mário Mesquita, Cristiano Arbex Valle, Adriano C. M. Pereira
Dynamic Portfolio Optimization Using a Hybrid MLP-HAR Approach. SSCI (2020)
Felipe V. Cacique, Adriano C. M. Pereira
Pattern searcher for decision making of trading agents using Genetic Algorithm. CEC (2020)
Diego Carvalho, Nícollas Silva, Tiago Trotta, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domains. CEC (2019)
Gustavo V. Machado, Ítalo Cunha, Adriano C. M. Pereira, Leonardo B. Oliveira
DOD-ETL: distributed on-demand ETL for near real-time business intelligence. J. Internet Serv. Appl. 10 (1) (2019)
Gustavo V. Machado, Ítalo Cunha, Adriano C. M. Pereira, Leonardo B. Oliveira
DOD-ETL: Distributed On-Demand ETL for Near Real-Time Business Intelligence. CoRR (2019)
Rodrigo S. Ferreira, Adriano C. M. Pereira, Ozório J. S. Camargos, Michele A. Brandão
Data science in financial markets: characterization and analysis of stocktwits. WebMedia (2019)
Moisés H. R. Pereira, Flávio L. C. Pádua, Daniel Hasan Dalip, Fabrício Benevenuto, Adriano C. M. Pereira, Anísio M. Lacerda
Multimodal approach for tension levels estimation in news videos. Multim. Tools Appl. 78 (16) (2019)
Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
How to Compose Product Pages to Enhance the New Users' Interest in the Item Catalog? ICCS (1) (2019)
Rodrigo Carvalho, Nícollas Silva, Luiz Chaves, Adriano C. M. Pereira, Leonardo Rocha
Geographic-categorical diversification in POI recommendations. WebMedia (2019)
Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
The Pure Cold-Start Problem: A deep study about how to conquer first-time users in recommendations domains. Inf. Syst. 80 (2019)
Diego Carvalho, Nícollas Silva, Alan Cardoso, Elverton C. Fazzion, Adriano C. M. Pereira, Leonardo Rocha
A data exploratory methodology to understand the users' interactions in nonlinear web multimedia services. WebMedia (2019)
Luiz Chaves, Nícollas Silva, Rodrigo Carvalho, Adriano C. M. Pereira, Leonardo Rocha
Exploiting the user activity-level to improve the models' accuracy in point-of-interest recommender systems. WebMedia (2019)
Diego Carvalho, Nícollas Silva, Alan Cardoso, Elverton C. Fazzion, Adriano C. M. Pereira, Leonardo Rocha
Understanding Users-Contents Interaction in Non-Linear Multimedia Streaming Services. WebMedia (2018)
Diego Carvalho, Nícollas Silva, Thiago Silveira, Fernando Mourão, Adriano C. M. Pereira, Diego Dias, Leonardo Rocha
FAiR: A Framework for Analyses and Evaluations on Recommender Systems. ICCSA (3) (2018)
Alex Guimarães Cardoso de Sá, Adriano C. M. Pereira, Gisele L. Pappa
A customized classification algorithm for credit card fraud detection. Eng. Appl. Artif. Intell. 72 (2018)
Julia de Mello Assis, Adriano C. M. Pereira, Rodrigo Couto e Silva
Designing Financial Strategies based on Artificial Neural Networks Ensembles for Stock Markets. IJCNN (2018)
Carlos A. S. Assis, Adriano C. M. Pereira, Eduardo G. Carrano, Rafael Ramos, Wanderson Dias
Restricted Boltzmann Machines for the Prediction of Trends in Financial Time Series. IJCNN (2018)
Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
Evaluating Different Strategies to Mitigate the Ramp-up Problem in Recommendation Domains. WebMedia (2017)
Diego Carvalho, Nícollas Silva, Adriano C. M. Pereira, Leonardo Rocha
Characterizing User Behavior and Items in Multimedia Streaming Services. WebMedia (2017)
Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
Non-personalized Movie Recommendation by Maximum k-Coverage. J. Inf. Data Manag. 8 (2) (2017)
David M. Q. Nelson, Adriano C. M. Pereira, Renato A. de Oliveira
Stock market's price movement prediction with LSTM neural networks. IJCNN (2017)
Hugo Jacob, Flávio L. C. Pádua, Anísio Lacerda, Adriano C. M. Pereira
A video summarization approach based on the emulation of bottom-up mechanisms of visual attention. J. Intell. Inf. Syst. 49 (2) (2017)
Ciniro Aparecido Leite Nametala, Alexandre Pimenta, Adriano C. M. Pereira, Eduardo G. Carrano
Uma estratégia automatizada de investimento por meio de redes neurais artificiais e preditores econométricos [An automated investment strategy using artificial neural networks and econometric predictors]. SBSI (2016)
Matheus Araújo, Júlio Cesar dos Reis, Adriano C. M. Pereira, Fabrício Benevenuto
An evaluation of machine translation for multilingual sentence-level sentiment analysis. SAC (2016)
Moisés H. R. Pereira, Flávio L. C. Pádua, Adriano C. M. Pereira, Fabrício Benevenuto, Daniel Hasan Dalip
Fusing Audio, Textual and Visual Features for Sentiment Analysis of News Videos. CoRR (2016)
Rafael França Lima, Adriano C. M. Pereira
Feature Selection Approaches to Fraud Detection in e-Payment Systems. EC-Web (2016)
Renato F. Martins, Adriano C. M. Pereira, Fabrício Benevenuto
An Approach to Sentiment Analysis of Web Applications in Portuguese. WebMedia (2015)
Felipe Giacomel, Renata Galante, Adriano C. M. Pereira
An Algorithmic Trading Agent Based on a Neural Network Ensemble: A Case of Study in North American and Brazilian Stock Markets. WI-IAT (2) (2015)
Everton Silva, Humberto Brandao, Douglas Castilho, Adriano C. M. Pereira
A binary ensemble classifier for high-frequency trading. IJCNN (2015)
Eduardo Jabbur Machado, Adriano C. M. Pereira, Douglas Castilho, Everton Silva, Humberto Brandão
Proposal and Implementation of New Trading Strategies for Stock Markets using Web Data. WebMedia (2015)
Felipe Giacomel, Adriano C. M. Pereira, Renata Galante
Improving Financial Time Series Prediction Through Output Classification by a Neural Network Ensemble. DEXA (2) (2015)
Gabriel Preti Santiago, Adriano C. M. Pereira, Roberto Hirata Jr.
A modeling approach for credit card fraud detection in electronic payment services. SAC (2015)
Rafael França Lima, Adriano C. M. Pereira
Modelos Computacionais Baseados em Feature Selection e Undersampling para Detecção de Fraudes Eletrônicas. SBBD (Short Papers) (2015)
Moisés H. R. Pereira, Celso Luiz de Souza, Flávio Luis Cardeal Pádua, Giani David Silva, Guilherme T. de Assis, Adriano C. M. Pereira
SAPTE: A multimedia information system to support the discourse analysis and information retrieval of television programs. Multim. Tools Appl. 74 (23) (2015)
Hugo S. Santos, Alberto H. F. Laender, Adriano C. M. Pereira
A Twitter View of the Brazilian Stock Exchange Market. EC-Web (2015)
Roberto Lourenço de Oliveira Jr., Adriano Veloso, Adriano C. M. Pereira, Wagner Meira Jr., Renato Ferreira, Srinivasan Parthasarathy
Economically-efficient sentiment stream analysis. SIGIR (2014)
Eduardo Jabbur, Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao
Design and Evaluation of Automatic Agents for Stock Market Intraday Trading. WI-IAT (3) (2014)
Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao
A neural network based approach to support the Market Making strategies in High-Frequency Trading. IJCNN (2014)
Carlos A. S. Assis, Adriano C. M. Pereira, Marconi de Arruda Pereira, Eduardo Gontijo Carrano
Using genetic programming to detect fraud in electronic transactions. WebMedia (2013)
José Felipe Júnior, Adriano C. M. Pereira, Wagner Meira Jr., Adriano Veloso
A KDD-Based Methodology to Rank Trust in e-Commerce Systems. Web Intelligence (2013)
José Felipe Júnior, Adriano C. M. Pereira, Wagner Meira Jr., Adriano Veloso
Methodology for fraud detection in electronic transactions. WebMedia (2012)
Luis Matoso, José Felipe Júnior, Adriano C. M. Pereira, Adriano Veloso, Wagner Meira Jr.
New evolutionary approaches to high-dimensional data. GECCO (Companion) (2012)
Sara Guimarães, Adriano C. M. Pereira, Arlei Silva, Wagner Meira Jr.
Modeling and evaluating credibility of web applications. WebQuality@WWW (2011)
Adriano C. M. Pereira, Diego Duarte, Wagner Meira Jr., Paulo B. Góes
Evaluating success factors of selling practices in electronic marketplaces. Int. J. Electron. Bus. 9 (5/6) (2011)
Sara Guimarães, Adriano C. M. Pereira, Arlei Silva, Wagner Meira Jr.
Credibility of web applications. MEDES (2011)
Sara Guimaraes, Arlei Silva, Wagner Meira Jr., Adriano C. M. Pereira
CredibilityRank: A Framework for the Design and Evaluation of Rank-based Credibility Models for Web Applications. EUC (2010)
Rafael Maranzato, Adriano C. M. Pereira, Alair Pereira do Lago, Marden Neubert
Fraud detection in reputation systems in e-markets using logistic regression. SAC (2010)
Fabrício Benevenuto, Adriano C. M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
Characterization and Analysis of User Profiles in Online Video Sharing Systems. J. Inf. Data Manag. 1 (2) (2010)
Adriano C. M. Pereira, Diego Duarte, Wagner Meira Jr., Virgílio A. F. Almeida, Paulo B. Góes
Analyzing seller practices in a Brazilian marketplace. WWW (2009)
Rafael Souza, Adriano C. M. Pereira
A Business Intelligence Methodology for E-government Reverse Auctions. CEC (2009)
Adriano C. M. Pereira, Leonardo Rocha, Fernando Mourão, Paulo B. Góes, Wagner Meira Jr.
Reactivity based model to study online auctions dynamics. Inf. Technol. Manag. 10 (1) (2009)
Adriano C. M. Pereira, Diego Duarte, Wagner Meira Jr., Paulo B. Góes
Assessing success factors of selling practices in electronic marketplaces. MEDES (2009)
Adriano C. M. Pereira, Diego Duarte, Sara Guimaraes, Wagner Meira Jr.
Temporal Analysis of Seller Profiles in Electronic Markets. LA-WEB/CLIHC (2009)
Adriano C. M. Pereira, Diego Duarte, Wagner Meira Jr., Paulo B. Góes
Selling Practices in Online Fixed-Price Marketplaces. SAINT (2009)
Fabrício Benevenuto, Adriano C. M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
Evaluation of users access and navigation profiles on web video sharing environments. WebMedia (2009)
Adriano C. M. Pereira, Arlei Silva, Wagner Meira Jr., Virgílio A. F. Almeida
Seller's credibility in electronic markets: a complex network based approach. WICOW (2009)
Rafael Maranzato, Marden Neubert, Adriano C. M. Pereira, Alair Pereira do Lago
Feature Extraction for Fraud Detection in Electronic Marketplaces. LA-WEB/CLIHC (2009)
Leonardo Rocha, Adriano C. M. Pereira, Fernando Mourão, Arlei Silva, Wagner Meira Jr., Paulo B. Góes
Evaluating Longitudinal Aspects of Online Bidding Behavior. WEBIST (2) (2008)
Leonardo Rocha, Fernando Mourão, Adriano C. M. Pereira, Marcos André Gonçalves, Wagner Meira Jr.
Exploiting temporal contexts in text classification. CIKM (2008)
Adriano C. M. Pereira, Leonardo Rocha, Fernando Mourão, Wagner Meira Jr., Paulo B. Góes
Reactivity in Online Auctions: Understanding Bidding Behavior through Reactive Transitions. CEC/EEE (2008)
Adriano C. M. Pereira, Leonardo Silva, Wagner Meira Jr., Walter D. S. Filho
Reactivity-based Approaches To Improve Web System's QoS. J. Web Eng. 7 (2) (2008)
Arlei Silva, Pedro Calais, Adriano C. M. Pereira, Fernando Mourão, Jussara M. Almeida, Wagner Meira Jr., Paulo B. Góes
A seller's perspective characterization methodology for online auctions. ICEC (2008)
Adriano C. M. Pereira, Leonardo Rocha, Fernando Mourão, T. Torres, Wagner Meira Jr., Paulo B. Góes
Analyzing ebay Negotiation Patterns. WEBIST (3) (2007)
Leonardo Silva, Adriano C. M. Pereira, Wagner Meira Jr.
Reactivity-Based Quality of Service Strategies for Web Applications. SAINT (2007)
Adriano C. M. Pereira, Leonardo Rocha, Fernando Mourão, Wagner Meira Jr., Paulo B. Góes
Characterization of Online Auctions: Correlating Negotiation Patterns and Bidding Behavior. LA-WEB (2007)
Adriano C. M. Pereira, Leonardo Silva, Wagner Meira Jr., Walter Santos
Assessing the impact of reactive workloads on the performance of Web applications. ISPASS (2006)
Adriano C. M. Pereira, Leonardo Silva, Wagner Meira Jr., Walter Santos
Assessing Reactive QoS Strategies for Internet Services. SAINT (2006)
Leonardo Silva, Adriano C. M. Pereira, Wagner Meira Jr.
Reactivity-based Scheduling Approaches For Internet Services. LA-WEB (2006)
Adriano C. M. Pereira, Mark A. J. Song, Gustavo Gorgulho
The formal-CAFE methodology and model checking patterns in the specification of e-commerce systems. Electron. Commer. Res. 6 (3-4) (2006)
Adriano C. M. Pereira, Fernando Mourão, Paulo B. Góes, Wagner Meira Jr.
Reactivity in Online Auctions. EDBT Workshops (2006)
Adriano C. M. Pereira, Leonardo Silva, Wagner Meira Jr.
Evaluating the impact of reactivity on the performance of Web applications. IPCCC (2006)
Mark A. J. Song, Adriano C. M. Pereira, Sérgio Vale Aguiar Campos, Luis Enrique Zárate
Formal Verification of Transactional Systems Based on UML Specifications. SEKE (2005)
Mark A. J. Song, Adriano C. M. Pereira, Sérgio Vale Aguiar Campos
Formal Verification of Transactional Systems. WEBIST (2005)
Adriano C. M. Pereira, Gustavo Franco, Leonardo Silva, Wagner Meira Jr.
A Hierarchical Characterization of User Behavior. WebMedia/LA-WEB (2004)
Mark A. J. Song, Adriano C. M. Pereira, Fernanda Lima, Gustavo Gorgulho, Sérgio Vale Aguiar Campos, Wagner Meira Jr.
Extending UML to Specify and Verify E-commerce Systems. SEKE (2003)
Mark A. J. Song, Adriano C. M. Pereira, Fernanda Lima, Gustavo Gorgulho, Sérgio Vale Aguiar Campos, Wagner Meira Jr.
A Software Engineering Process to Specify and Verify E-Commerce Systems. Software Engineering Research and Practice (2003)
Adriano C. M. Pereira, Mark A. J. Song, Gustavo Gorgulho, Wagner Meira Jr., Sérgio Vale Aguiar Campos
A Formal Methodology to Specify E-commerce Systems. ICFEM (2002)
Goedson T. Paixão, Wagner Meira Jr., Virgílio A. F. Almeida, Daniel A. Menascé, Adriano C. M. Pereira
Design and Implementation of a Tool for Measuring the Performance of Complex E-commerce Sites. Computer Performance Evaluation / TOOLS (2000)