Design and Implementation of a Tool for Measuring the Performance of Complex E-commerce Sites. - Goedson T. Paixão; Wagner Meira Jr.; Virgílio A. F. Almeida; Daniel A. Menascé; Adriano C. M. Pereira (Computer Performance Evaluation / TOOLS, 2000)

A Formal Methodology to Specify E-commerce Systems. - Adriano C. M. Pereira; Mark A. J. Song; Gustavo Gorgulho; Wagner Meira Jr.; Sérgio Vale Aguiar Campos (ICFEM, 2002)

Extending UML to Specify and Verify E-commerce Systems. - Mark A. J. Song; Adriano C. M. Pereira; Fernanda Lima; Gustavo Gorgulho; Sérgio Vale Aguiar Campos; Wagner Meira Jr. (SEKE, 2003)

A Software Engineering Process to Specify and Verify E-Commerce Systems. - Mark A. J. Song; Adriano C. M. Pereira; Fernanda Lima; Gustavo Gorgulho; Sérgio Vale Aguiar Campos; Wagner Meira Jr. (Software Engineering Research and Practice, 2003)

A Hierarchical Characterization of User Behavior. - Adriano C. M. Pereira; Gustavo Franco; Leonardo Silva; Wagner Meira Jr. (WebMedia/LA-WEB, 2004)

Formal Verification of Transactional Systems Based on UML Specifications. - Mark A. J. Song; Adriano C. M. Pereira; Sérgio Vale Aguiar Campos; Luis E. Zárate (SEKE, 2005)

Formal Verification of Transactional Systems. - Mark A. J. Song; Adriano C. M. Pereira; Sérgio Vale Aguiar Campos (WEBIST, 2005)

Reactivity in Online Auctions. - Adriano C. M. Pereira; Fernando Mourão; Paulo B. Góes; Wagner Meira Jr. (EDBT Workshops, 2006)

Evaluating the impact of reactivity on the performance of Web applications. - Adriano C. M. Pereira; Leonardo Silva; Wagner Meira Jr. (IPCCC, 2006)

Assessing the impact of reactive workloads on the performance of Web applications. - Adriano C. M. Pereira; Leonardo Silva; Wagner Meira Jr.; Walter Santos (ISPASS, 2006)

Reactivity-based Scheduling Approaches For Internet Services. - Leonardo Silva; Adriano C. M. Pereira; Wagner Meira Jr. (LA-WEB, 2006)

Assessing Reactive QoS Strategies for Internet Services. - Adriano C. M. Pereira; Leonardo Silva; Wagner Meira Jr.; Walter Santos (SAINT, 2006)

The formal-CAFE methodology and model checking patterns in the specification of e-commerce systems. - Adriano C. M. Pereira; Mark A. J. Song; Gustavo Gorgulho (Electron. Commer. Res., 2006)

Characterization of Online Auctions: Correlating Negotiation Patterns and Bidding Behavior. - Adriano C. M. Pereira; Leonardo Rocha 001; Fernando Mourão; Wagner Meira Jr.; Paulo B. Góes (LA-WEB, 2007)

Reactivity-Based Quality of Service Strategies for Web Applications. - Leonardo Silva; Adriano C. M. Pereira; Wagner Meira Jr. (SAINT, 2007)

Analyzing ebay Negotiation Patterns. - Adriano C. M. Pereira; Leonardo Rocha 001; Fernando Mourão; T. Torres; Wagner Meira Jr.; Paulo B. Góes (WEBIST (3), 2007)

Caracterização da reatividade de usuários em sistemas distribuídos. - Adriano César Machado Pereira (2007)

A seller's perspective characterization methodology for online auctions. - Arlei Silva; Pedro H. Calais; Adriano C. M. Pereira; Fernando Mourão; Jussara M. Almeida; Wagner Meira Jr.; Paulo B. Góes (ICEC, 2008)

Exploiting temporal contexts in text classification. - Leonardo Rocha 001; Fernando Mourão; Adriano C. M. Pereira; Marcos André Gonçalves; Wagner Meira Jr. (CIKM, 2008)

Evaluating Longitudinal Aspects of Online Bidding Behavior. - Leonardo Rocha 001; Adriano C. M. Pereira; Fernando Mourão; Arlei Silva; Wagner Meira Jr.; Paulo B. Góes (WEBIST (2), 2008)

Reactivity in Online Auctions: Understanding Bidding Behavior through Reactive Transitions. - Adriano C. M. Pereira; Leonardo Rocha 001; Fernando Mourão; Wagner Meira Jr.; Paulo B. Góes (CEC/EEE, 2008)

Reactivity-based Approaches To Improve Web System's QoS. - Adriano C. M. Pereira; Leonardo Silva; Wagner Meira Jr.; Walter D. S. Filho (J. Web Eng., 2008)

Feature Extraction for Fraud Detection in Electronic Marketplaces. - Rafael Maranzato; Marden Neubert; Adriano C. M. Pereira; Alair Pereira do Lago (LA-WEB/CLIHC, 2009)

Temporal Analysis of Seller Profiles in Electronic Markets. - Adriano C. M. Pereira; Diego Duarte; Sara Guimaraes; Wagner Meira Jr. (LA-WEB/CLIHC, 2009)

Assessing success factors of selling practices in electronic marketplaces. - Adriano C. M. Pereira; Diego Duarte; Wagner Meira Jr.; Paulo B. Góes (MEDES, 2009)

Selling Practices in Online Fixed-Price Marketplaces. - Adriano C. M. Pereira; Diego Duarte; Wagner Meira Jr.; Paulo B. Góes (SAINT, 2009)

Evaluation of users access and navigation profiles on web video sharing environments. - Fabrício Benevenuto; Adriano C. M. Pereira; Tiago Rodrigues; Virgílio A. F. Almeida; Jussara M. Almeida; Marcos André Gonçalves (WebMedia, 2009)

A Business Intelligence Methodology for E-government Reverse Auctions. - Rafael Souza; Adriano C. M. Pereira (CEC, 2009)

Analyzing seller practices in a Brazilian marketplace. - Adriano C. M. Pereira; Diego Duarte; Wagner Meira Jr.; Virgílio A. F. Almeida; Paulo B. Góes (WWW, 2009)

Seller's credibility in electronic markets: a complex network based approach. - Adriano C. M. Pereira; Arlei Silva; Wagner Meira Jr.; Virgílio A. F. Almeida (WICOW, 2009)

Reactivity based model to study online auctions dynamics. - Adriano C. M. Pereira; Leonardo Rocha 001; Fernando Mourão; Paulo B. Góes; Wagner Meira Jr. (Inf. Technol. Manag., 2009)

CredibilityRank: A Framework for the Design and Evaluation of Rank-based Credibility Models for Web Applications. - Sara Guimaraes; Arlei Silva; Wagner Meira Jr.; Adriano C. M. Pereira (EUC, 2010)

Fraud detection in reputation systems in e-markets using logistic regression. - Rafael Maranzato; Adriano C. M. Pereira; Alair Pereira do Lago; Marden Neubert (SAC, 2010)

Characterization and Analysis of User Profiles in Online Video Sharing Systems. - Fabrício Benevenuto; Adriano C. M. Pereira; Tiago Rodrigues; Virgílio A. F. Almeida; Jussara M. Almeida; Marcos André Gonçalves (J. Inf. Data Manag., 2010)

Credibility of web applications. - Sara Guimarães; Adriano C. M. Pereira; Arlei Silva; Wagner Meira Jr. (MEDES, 2011)

Modeling and evaluating credibility of web applications. - Sara Guimarães; Adriano C. M. Pereira; Arlei Silva; Wagner Meira Jr. (WebQuality@WWW, 2011)

Evaluating success factors of selling practices in electronic marketplaces. - Adriano C. M. Pereira; Diego Duarte; Wagner Meira Jr.; Paulo B. Góes (Int. J. Electron. Bus., 2011)

Characterizing and preventing chargebacks in next generation web payments services. - Evandro Caldeira; Gabriel Brandão; Adriano César Machado Pereira (CASoN, 2012)

A methodology for traffic shaping multiobjective optimization for next generation network. - Ulisses Cavalca; Caio Mário Mesquita; Adriano César Machado Pereira; Eduardo G. Carrano (CASoN, 2012)

New evolutionary approaches to high-dimensional data. - Luis Matoso; José Felipe Júnior; Adriano C. M. Pereira; Adriano Veloso; Wagner Meira Jr. (GECCO (Companion), 2012)

Characterizing and Evaluating Fraud in Electronic Transactions. - Evandro Caldeira; Gabriel Brandão; Hudson Campos; Adriano César Machado Pereira (LA-WEB, 2012)

Methodology for fraud detection in electronic transactions. - José Felipe Júnior; Adriano C. M. Pereira; Wagner Meira Jr.; Adriano Veloso (WebMedia, 2012)

Fraud detection in web transactions. - Rafael Alexandre França de Lima; Adriano César Machado Pereira (WebMedia, 2012)

Behavioral analysis in social networks: an approach based on intelligent system. - Thiago R. P. M. Rúbio; Rogério Martins Gomes; Adriano César Machado Pereira (WebMedia, 2012)

A computational intelligence based approach for computer network traffic shaping. - Ulisses Cavalca; Caio Mário Mesquita; Adriano César Machado Pereira; Eduardo G. Carrano (IEEE Congress on Evolutionary Computation, 2013)

Modeling, Characterization and Recommendation of Multimedia Web Content Services. - Diego Duarte; Adriano César Machado Pereira; Clodoveu A. Davis Jr. (ISM, 2013)

A KDD-Based Methodology to Rank Trust in e-Commerce Systems. - José Felipe Júnior; Adriano C. M. Pereira; Wagner Meira Jr.; Adriano Veloso (Web Intelligence, 2013)

Using genetic programming to detect fraud in electronic transactions. - Carlos A. S. Assis; Adriano C. M. Pereira; Marconi de Arruda Pereira; Eduardo Gontijo Carrano (WebMedia, 2013)

Risk analysis of electronic transactions in tourism web applications. - Ruhan Bidart; Lucas Maia Silveira; Adriano César Machado Pereira; Adriano Alonso Veloso (WebMedia, 2013)

Modeling, characterizing and recommendation in multimedia web content services. - Diego Duarte; Adriano César Machado Pereira; Clodoveu A. Davis Jr. (WebMedia, 2013)

A traffic shaping optimization methodology for web systems. - Caio Mário Mesquita; Ulisses Cavalca; Adriano César Machado Pereira; Eduardo G. Carrano (WebMedia, 2013)

A genetic programming approach for fraud detection in electronic transactions. - Carlos A. S. Assis; Adriano César Machado Pereira; Marconi de Arruda Pereira; Eduardo G. Carrano (CICS, 2014)

A neural network based approach to support the Market Making strategies in High-Frequency Trading. - Everton Silva; Douglas Castilho 001; Adriano C. M. Pereira; Humberto Brandao (IJCNN, 2014)

Where Should I Go? City Recommendation Based on User Communities. - Ruhan Bidart; Adriano César Machado Pereira; Jussara M. Almeida; Anísio Lacerda (LA-WEB, 2014)

Fraud Analysis and Prevention in e-Commerce Transactions. - Evandro Caldeira; Gabriel Brandão; Adriano César Machado Pereira (LA-WEB, 2014)

Economically-efficient sentiment stream analysis. - Roberto Lourenço de Oliveira Jr.; Adriano Veloso; Adriano C. M. Pereira; Wagner Meira Jr.; Renato Ferreira 001; Srinivasan Parthasarathy 001 (SIGIR, 2014)

Design and Evaluation of Automatic Agents for Stock Market Intraday Trading. - Eduardo Jabbur; Everton Silva; Douglas Castilho 001; Adriano C. M. Pereira; Humberto Brandao (WI-IAT (3), 2014)

A Characterization of Access Profiles and Navigation in E-Commerce: A Tourism Application. - Ruhan Bidart; Adriano César Machado Pereira; Jussara Marques de Almeida (WebMedia, 2014)

Sentiment Analysis for Streams of Web Data: A Case Study of Brazilian Financial Markets. - Bruna Neuenschwander; Adriano César Machado Pereira; Wagner Meira Jr.; Denilson Barbosa 001 (WebMedia, 2014)

Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. - Alex Guimarães Cardoso de Sá; Gisele L. Pappa; Adriano César Machado Pereira (WebMedia, 2014)

Workload characterization of a location-based social network. - Theo Lins; Adriano César Machado Pereira; Fabrício Benevenuto (Soc. Netw. Anal. Min., 2014)

Improving Financial Time Series Prediction Through Output Classification by a Neural Network Ensemble. - Felipe Giacomel; Adriano C. M. Pereira; Renata Galante (DEXA (2), 2015)

A Twitter View of the Brazilian Stock Exchange Market. - Hugo S. Santos; Alberto H. F. Laender; Adriano C. M. Pereira (EC-Web, 2015)

A binary ensemble classifier for high-frequency trading. - Everton Silva; Humberto Brandao; Douglas Castilho 001; Adriano C. M. Pereira (IJCNN, 2015)

A modeling approach for credit card fraud detection in electronic payment services. - Gabriel Preti Santiago; Adriano C. M. Pereira; Roberto Hirata Jr. (SAC, 2015)

Modelos Computacionais Baseados em Feature Selection e Undersampling para Detecção de Fraudes Eletrônicas. - Rafael França Lima; Adriano C. M. Pereira (SBBD (Short Papers), 2015)

An Algorithmic Trading Agent Based on a Neural Network Ensemble: A Case of Study in North American and Brazilian Stock Markets. - Felipe Giacomel; Renata Galante; Adriano C. M. Pereira (WI-IAT (2), 2015)

A Fraud Detection Model Based on Feature Selection and Undersampling Applied to Web Payment Systems. - Rafael França Lima; Adriano César Machado Pereira (WI-IAT (3), 2015)

Proposal and Implementation of New Trading Strategies for Stock Markets using Web Data. - Eduardo Jabbur Machado; Adriano C. M. Pereira; Douglas Castilho 001; Everton Silva; Humberto Brandão (WebMedia, 2015)

An Approach to Sentiment Analysis of Web Applications in Portuguese. - Renato F. Martins; Adriano C. M. Pereira; Fabrício Benevenuto (WebMedia, 2015)

Multimodal Sentiment Analysis for Automatic Estimation of Polarity Tension of TV News in TV Newscasts Videos. - Moisés H. R. Pereira; Flávio Luis Cardeal Pádua; Adriano César Machado Pereira; Giani David Silva; Fabrício Benevenuto de Souza (WebMedia, 2015)

SAPTE: A multimedia information system to support the discourse analysis and information retrieval of television programs. - Moisés H. R. Pereira; Celso Luiz de Souza; Flávio Luis Cardeal Pádua; Giani David Silva; Guilherme T. de Assis; Adriano C. M. Pereira (Multim. Tools Appl., 2015)

Feature Selection Approaches to Fraud Detection in e-Payment Systems. - Rafael França Lima; Adriano C. M. Pereira (EC-Web, 2016)

Fusing Audio, Textual, and Visual Features for Sentiment Analysis of News Videos. - Moisés Henrique Ramos Pereira; Flávio Luis Cardeal Pádua; Adriano César Machado Pereira; Fabrício Benevenuto; Daniel Hasan Dalip (ICWSM, 2016)

An evaluation of machine translation for multilingual sentence-level sentiment analysis. - Matheus Araújo 001; Júlio Cesar dos Reis; Adriano C. M. Pereira; Fabrício Benevenuto (SAC, 2016)

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]. - Ciniro Aparecido Leite Nametala; Alexandre Pimenta; Adriano C. M. Pereira; Eduardo G. Carrano (SBSI, 2016)

DynWebStats: A Framework for Determining Dynamic and Up-to-date Web Indicators. - Israel Guerra; Wagner Meira Jr.; Adriano César Machado Pereira; Diogo Marques Santa; Vagner Diniz; Heitor Ganzeli; Marcelo Pitta; Alexandre Barbosa (WebMedia, 2016)

Stock market's price movement prediction with LSTM neural networks. - David M. Q. Nelson; Adriano C. M. Pereira; Renato A. de Oliveira (IJCNN, 2017)

Characterizing User Behavior and Items in Multimedia Streaming Services. - Diego Carvalho 002; Nícollas Silva; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2017)

Evaluating Different Strategies to Mitigate the Ramp-up Problem in Recommendation Domains. - Nícollas Silva; Diego Carvalho 002; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (WebMedia, 2017)

Non-personalized Movie Recommendation by Maximum k-Coverage. - Nícollas Silva; Diego Carvalho 002; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (J. Inf. Data Manag., 2017)

A video summarization approach based on the emulation of bottom-up mechanisms of visual attention. - Hugo Jacob 002; Flávio L. C. Pádua; Anísio Lacerda; Adriano C. M. Pereira (J. Intell. Inf. Syst., 2017)

FAiR: A Framework for Analyses and Evaluations on Recommender Systems. - Diego Carvalho 002; Nícollas Silva; Thiago Silveira; Fernando Mourão; Adriano C. M. Pereira; Diego Dias 001; Leonardo Rocha 001 (ICCSA (3), 2018)

Restricted Boltzmann Machines for the Prediction of Trends in Financial Time Series. - Carlos A. S. Assis; Adriano C. M. Pereira; Eduardo G. Carrano; Rafael Ramos; Wanderson Dias (IJCNN, 2018)

Designing Financial Strategies based on Artificial Neural Networks Ensembles for Stock Markets. - Julia de Mello Assis; Adriano C. M. Pereira; Rodrigo Couto e Silva (IJCNN, 2018)

Understanding Users-Contents Interaction in Non-Linear Multimedia Streaming Services. - Diego Carvalho 002; Nícollas Silva; Alan Cardoso; Elverton C. Fazzion; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2018)

Proposal and Implementation of Machine Learning Models for Stock Markets Using Web Data. - Eduardo Jabbur Machado; Adriano César Machado Pereira (WebMedia, 2018)

A customized classification algorithm for credit card fraud detection. - Alex Guimarães Cardoso de Sá; Adriano C. M. Pereira; Gisele L. Pappa (Eng. Appl. Artif. Intell., 2018)

A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domains. - Diego Carvalho 002; Nícollas Silva; Tiago Trotta; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (CEC, 2019)

How to Compose Product Pages to Enhance the New Users' Interest in the Item Catalog? - Nícollas Silva; Diego Carvalho 002; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (ICCS (1), 2019)

A data exploratory methodology to understand the users' interactions in nonlinear web multimedia services. - Diego Carvalho 002; Nícollas Silva; Alan Cardoso; Elverton C. Fazzion; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2019)

Geographic-categorical diversification in POI recommendations. - Rodrigo Carvalho 002; Nícollas Silva; Luiz Chaves; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2019)

Exploiting the user activity-level to improve the models' accuracy in point-of-interest recommender systems. - Luiz Chaves; Nícollas Silva; Rodrigo Carvalho 002; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2019)

Data science in financial markets: characterization and analysis of stocktwits. - Rodrigo S. Ferreira; Adriano C. M. Pereira; Ozório J. S. Camargos; Michele A. Brandão (WebMedia, 2019)

Multimodal data fusion framework based on autoencoders for top-N recommender systems. - Felipe L. A. Conceiç ao; Flávio L. C. Pádua; Anísio Lacerda; Adriano César Machado Pereira; Daniel Hasan Dalip (Appl. Intell., 2019)

Agro 4.0: A Green Information System for Sustainable Agroecosystem Management. - Eugênio Pacceli Reis da Fonseca; Evandro Caldeira; Heitor Soares Ramos Filho; Leonardo Barbosa e Oliveira; Adriano César Machado Pereira; Pierre Santos Vilela (CoRR, 2019)

The Pure Cold-Start Problem: A deep study about how to conquer first-time users in recommendations domains. - Nícollas Silva; Diego Carvalho 002; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (Inf. Syst., 2019)

DOD-ETL: distributed on-demand ETL for near real-time business intelligence. - Gustavo Vieira Machado; Ítalo Cunha; Adriano C. M. Pereira; Leonardo B. Oliveira (J. Internet Serv. Appl., 2019)

Multimodal approach for tension levels estimation in news videos. - Moisés H. R. Pereira; Flávio L. C. Pádua; Daniel Hasan Dalip; Fabrício Benevenuto; Adriano C. M. Pereira; Anísio M. Lacerda (Multim. Tools Appl., 2019)

Pattern searcher for decision making of trading agents using Genetic Algorithm. - Felipe V. Cacique; Adriano C. M. Pereira (CEC, 2020)

A tabular sarsa-based stock market agent. - Renato Arantes de Oliveira; Heitor Soares Ramos Filho; Daniel Hasan Dalip; Adriano César Machado Pereira (ICAIF, 2020)

How to Improve the Recommendation's Accuracy in POI Domains? - Luiz Chaves; Nícollas Silva; Rodrigo Carvalho 002; Adriano C. M. Pereira; Diego Roberto Colombo Dias; Leonardo Rocha 001 (ICCSA (1), 2020)

Beating the Stock Market with a Deep Reinforcement Learning Day Trading System. - Leonardo Conegundes Martinez; Adriano César Machado Pereira (IJCNN, 2020)

Combining an LSTM neural network with the Variance Ratio Test for time series prediction and operation on the Brazilian stock market. - Caio Mário Mesquita; Renato A. de Oliveira; Adriano César Machado Pereira (IJCNN, 2020)

Dynamic Portfolio Optimization Using a Hybrid MLP-HAR Approach. - Caio Mário Mesquita; Cristiano Arbex Valle; Adriano C. M. Pereira (SSCI, 2020)

The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning. - Thiago Silva; Nícollas Silva; Heitor Werneck; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2020)

Combining complementary diversification models for personalized POI recommendations. - Heitor Werneck; Nícollas Silva; Fernando Mourão; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2020)

A Survey on Point-of-Interest Recommendation in Location-based Social Networks. - Heitor Werneck; Nícollas Silva; Matheus Carvalho Viana; Fernando Mourão; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2020)

A comparative study of machine translation for multilingual sentence-level sentiment analysis. - Matheus Araújo 001; Adriano C. M. Pereira; Fabrício Benevenuto (Inf. Sci., 2020)

Agro 4.0: A data science-based information system for sustainable agroecosystem management. - Eugênio Pacceli Reis da Fonseca; Evandro Caldeira; Heitor Soares Ramos Filho; Leonardo Barbosa e Oliveira; Adriano César Machado Pereira; Pierre Santos Vilela (Simul. Model. Pract. Theory, 2020)

A contextual approach to improve the user's experience in interactive recommendation systems. - Nícollas Silva; Heitor Werneck; Thiago Silva; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2021)

Effective and diverse POI recommendations through complementary diversification models. - Heitor Werneck; Rodrigo Santos; Nícollas Silva; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (Expert Syst. Appl., 2021)

Points of Interest recommendations: Methods, evaluation, and future directions. - Heitor Werneck; Nícollas Silva; Matheus Carvalho Viana; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (Inf. Syst., 2021)

A Stacking Recommender System Based on Contextual Information for Fashion Retails. - Heitor Werneck; Nícollas Silva; Carlos Mito; Adriano C. M. Pereira; Elisa Tuler; Diego Dias 001; Leonardo Rocha 001 (ICCSA (1), 2022)

iRec: An Interactive Recommendation Framework. - Thiago Silva; Nícollas Silva; Heitor Werneck; Carlos Mito; Adriano C. M. Pereira; Leonardo Rocha 001 (SIGIR, 2022)

Interactive POI Recommendation: applying a Multi-Armed Bandit framework to characterise and create new models for this scenario. - Thiago Silva; Nícollas Silva; Carlos Mito; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2022)

Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains. - 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 (WebMedia, 2022)

Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions. - Nícollas Silva; Heitor Werneck; Thiago Silva; Adriano C. M. Pereira; Leonardo Rocha 001 (Expert Syst. Appl., 2022)

A reproducible POI recommendation framework: Works mapping and benchmark evaluation. - Heitor Werneck; Nícollas Silva; Adriano C. M. Pereira; Matheus Carvalho Viana; Alejandro Bellogín; Jorge Martinez-Gil; Fernando Mourão; Leonardo Rocha 001 (Inf. Syst., 2022)

Open Data Evaluation Model in Brazilian Governmental Portals. - Ana Eliza Duarte; João Bárbara; Adriano César Machado Pereira; Caroline Burle; Wagner Meira Jr.; Leticia Alves (DG.O, 2023)

Integrating Counterfactual Evaluations into Traditional Interactive Recommendation Frameworks. - Yan Andrade; Nícollas Campos Silva; Adriano C. M. Pereira; Elisa Tuler; Cleverson Vieira; Marcelo de Paiva Guimarães; Diego Dias 001; Leonardo Rocha 001 (ICCSA (1), 2023)

Algorithmic Recourse in Mental Healthcare. - Anísio Lacerda; Claudio Almeida; Leonardo Augusto Ferreira; Adriano C. M. Pereira; Gisele L. Pappa; Wagner Meira Jr.; Débora M. Miranda; Marco Aurélio Romano-Silva; Leandro Malloy Diniz (IJCNN, 2023)

Exploring Scenarios of Uncertainty about the Users' Preferences in Interactive Recommendation Systems. - Nícollas Silva; Thiago Silva; Henrique Hott; Yan Ribeiro; Adriano C. M. Pereira; Leonardo Rocha 001 (SIGIR, 2023)

A platform to check website compliance with web accessibility standards. - Reinaldo Ferraz; Ana Eliza Duarte; João Bárbara; Adriano C. M. Pereira; Wagner Meira Jr. (W4A, 2023)

A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems. - Yan Andrade; Nícollas Silva; Thiago Silva; Adriano C. M. Pereira; Diego Roberto Colombo Dias; Elisa Tuler de Albergaria; Leonardo Rocha 001 (WebMedia, 2023)

User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience. - Nícollas Silva; Thiago Silva; Heitor Werneck; Leonardo Rocha 001; Adriano C. M. Pereira (Trans. Recomm. Syst., 2023)

A Methodology for Developing Deep Reinforcement Learning Trading Strategies: A Case Study in the Futures Market. - Leonardo Conegundes Martinez; Adriano C. M. Pereira (CIFEr, 2024)