Adriano C. M. Pereira

Orcid: 0000-0003-2389-0512

Affiliations:
  • Federal University of Minas Gerais (UFMG), Department of Computer Science


According to our database1, Adriano C. M. Pereira authored at least 126 papers between 2000 and 2023.

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

Timeline

Legend:

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Article 
PhD thesis 
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Bibliography

2023
User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience.
Trans. Recomm. Syst., March, 2023

A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems.
Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

A platform to check website compliance with web accessibility standards.
Proceedings of the 20th International Web for All Conference, 2023

Exploring Scenarios of Uncertainty about the Users' Preferences in Interactive Recommendation Systems.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Algorithmic Recourse in Mental Healthcare.
Proceedings of the International Joint Conference on Neural Networks, 2023

Integrating Counterfactual Evaluations into Traditional Interactive Recommendation Frameworks.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Open Data Evaluation Model in Brazilian Governmental Portals.
Proceedings of the 24th Annual International Conference on Digital Government Research, 2023

2022
A reproducible POI recommendation framework: Works mapping and benchmark evaluation.
Inf. Syst., 2022

Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions.
Expert Syst. Appl., 2022

Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains.
Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022

Interactive POI Recommendation: applying a Multi-Armed Bandit framework to characterise and create new models for this scenario.
Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022

iRec: An Interactive Recommendation Framework.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Stacking Recommender System Based on Contextual Information for Fashion Retails.
Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

2021
Points of Interest recommendations: Methods, evaluation, and future directions.
Inf. Syst., 2021

Effective and diverse POI recommendations through complementary diversification models.
Expert Syst. Appl., 2021

A contextual approach to improve the user's experience in interactive recommendation systems.
Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

2020
Agro 4.0: A data science-based information system for sustainable agroecosystem management.
Simul. Model. Pract. Theory, 2020

A comparative study of machine translation for multilingual sentence-level sentiment analysis.
Inf. Sci., 2020

A Survey on Point-of-Interest Recommendation in Location-based Social Networks.
Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

Combining complementary diversification models for personalized POI recommendations.
Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning.
Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

Dynamic Portfolio Optimization Using a Hybrid MLP-HAR Approach.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Combining an LSTM neural network with the Variance Ratio Test for time series prediction and operation on the Brazilian stock market.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Beating the Stock Market with a Deep Reinforcement Learning Day Trading System.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

How to Improve the Recommendation's Accuracy in POI Domains?
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

A tabular sarsa-based stock market agent.
Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

Pattern searcher for decision making of trading agents using Genetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Multimodal approach for tension levels estimation in news videos.
Multim. Tools Appl., 2019

DOD-ETL: distributed on-demand ETL for near real-time business intelligence.
J. Internet Serv. Appl., 2019

The Pure Cold-Start Problem: A deep study about how to conquer first-time users in recommendations domains.
Inf. Syst., 2019

Agro 4.0: A Green Information System for Sustainable Agroecosystem Management.
CoRR, 2019

Multimodal data fusion framework based on autoencoders for top-N recommender systems.
Appl. Intell., 2019

Data science in financial markets: characterization and analysis of stocktwits.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Exploiting the user activity-level to improve the models' accuracy in point-of-interest recommender systems.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Geographic-categorical diversification in POI recommendations.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

A data exploratory methodology to understand the users' interactions in nonlinear web multimedia services.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

How to Compose Product Pages to Enhance the New Users' Interest in the Item Catalog?
Proceedings of the Computational Science - ICCS 2019, 2019

A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domains.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
A customized classification algorithm for credit card fraud detection.
Eng. Appl. Artif. Intell., 2018

Proposal and Implementation of Machine Learning Models for Stock Markets Using Web Data.
Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 2018

Understanding Users-Contents Interaction in Non-Linear Multimedia Streaming Services.
Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 2018

Designing Financial Strategies based on Artificial Neural Networks Ensembles for Stock Markets.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Restricted Boltzmann Machines for the Prediction of Trends in Financial Time Series.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

FAiR: A Framework for Analyses and Evaluations on Recommender Systems.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

2017
A video summarization approach based on the emulation of bottom-up mechanisms of visual attention.
J. Intell. Inf. Syst., 2017

Non-personalized Movie Recommendation by Maximum k-Coverage.
J. Inf. Data Manag., 2017

Evaluating Different Strategies to Mitigate the Ramp-up Problem in Recommendation Domains.
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Characterizing User Behavior and Items in Multimedia Streaming Services.
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Stock market's price movement prediction with LSTM neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
DynWebStats: A Framework for Determining Dynamic and Up-to-date Web Indicators.
Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 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].
Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

An evaluation of machine translation for multilingual sentence-level sentiment analysis.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Fusing Audio, Textual, and Visual Features for Sentiment Analysis of News Videos.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Feature Selection Approaches to Fraud Detection in e-Payment Systems.
Proceedings of the E-Commerce and Web Technologies - 17th International Conference, 2016

2015
SAPTE: A multimedia information system to support the discourse analysis and information retrieval of television programs.
Multim. Tools Appl., 2015

Multimodal Sentiment Analysis for Automatic Estimation of Polarity Tension of TV News in TV Newscasts Videos.
Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015

An Approach to Sentiment Analysis of Web Applications in Portuguese.
Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015

Proposal and Implementation of New Trading Strategies for Stock Markets using Web Data.
Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015

A Fraud Detection Model Based on Feature Selection and Undersampling Applied to Web Payment Systems.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

An Algorithmic Trading Agent Based on a Neural Network Ensemble: A Case of Study in North American and Brazilian Stock Markets.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Modelos Computacionais Baseados em Feature Selection e Undersampling para Detecção de Fraudes Eletrônicas.
Proceedings of the XXX Simpósio Brasileiro de Banco de Dados, 2015

A modeling approach for credit card fraud detection in electronic payment services.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

A binary ensemble classifier for high-frequency trading.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A Twitter View of the Brazilian Stock Exchange Market.
Proceedings of the E-Commerce and Web Technologies, 2015

Improving Financial Time Series Prediction Through Output Classification by a Neural Network Ensemble.
Proceedings of the Database and Expert Systems Applications, 2015

2014
Workload characterization of a location-based social network.
Soc. Netw. Anal. Min., 2014

Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions.
Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 2014

Sentiment Analysis for Streams of Web Data: A Case Study of Brazilian Financial Markets.
Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 2014

A Characterization of Access Profiles and Navigation in E-Commerce: A Tourism Application.
Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 2014

Design and Evaluation of Automatic Agents for Stock Market Intraday Trading.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Economically-efficient sentiment stream analysis.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Fraud Analysis and Prevention in e-Commerce Transactions.
Proceedings of the 9th Latin American Web Congress, 2014

Where Should I Go? City Recommendation Based on User Communities.
Proceedings of the 9th Latin American Web Congress, 2014

A neural network based approach to support the Market Making strategies in High-Frequency Trading.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A genetic programming approach for fraud detection in electronic transactions.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Cyber Security, 2014

2013
A traffic shaping optimization methodology for web systems.
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

Modeling, characterizing and recommendation in multimedia web content services.
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

Risk analysis of electronic transactions in tourism web applications.
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

Using genetic programming to detect fraud in electronic transactions.
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

A KDD-Based Methodology to Rank Trust in e-Commerce Systems.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Modeling, Characterization and Recommendation of Multimedia Web Content Services.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

A computational intelligence based approach for computer network traffic shaping.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Behavioral analysis in social networks: an approach based on intelligent system.
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Fraud detection in web transactions.
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Methodology for fraud detection in electronic transactions.
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Characterizing and Evaluating Fraud in Electronic Transactions.
Proceedings of the Eighth Latin American Web Congress, 2012

New evolutionary approaches to high-dimensional data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A methodology for traffic shaping multiobjective optimization for next generation network.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

Characterizing and preventing chargebacks in next generation web payments services.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2011
Evaluating success factors of selling practices in electronic marketplaces.
Int. J. Electron. Bus., 2011

Modeling and evaluating credibility of web applications.
Proceedings of the 2011 Joint WICOW/AIRWeb Workshop on Web Quality, 2011

Credibility of web applications.
Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011

2010
Characterization and Analysis of User Profiles in Online Video Sharing Systems.
J. Inf. Data Manag., 2010

Fraud detection in reputation systems in e-markets using logistic regression.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

CredibilityRank: A Framework for the Design and Evaluation of Rank-based Credibility Models for Web Applications.
Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

2009
Reactivity based model to study online auctions dynamics.
Inf. Technol. Manag., 2009

Seller's credibility in electronic markets: a complex network based approach.
Proceedings of the 3rd ACM Workshop on Information Credibility on the Web, 2009

Analyzing seller practices in a Brazilian marketplace.
Proceedings of the 18th International Conference on World Wide Web, 2009

A Business Intelligence Methodology for E-government Reverse Auctions.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Evaluation of users access and navigation profiles on web video sharing environments.
Proceedings of the XV Brazilian Symposium on Multimedia and the Web, 2009

Selling Practices in Online Fixed-Price Marketplaces.
Proceedings of the Ninth Annual International Symposium on Applications and the Internet, 2009

Assessing success factors of selling practices in electronic marketplaces.
Proceedings of the MEDES '09: International ACM Conference on Management of Emergent Digital EcoSystems, 2009

Temporal Analysis of Seller Profiles in Electronic Markets.
Proceedings of the 2009 Latin American Web Congress, 2009

Feature Extraction for Fraud Detection in Electronic Marketplaces.
Proceedings of the 2009 Latin American Web Congress, 2009

2008
Reactivity-based Approaches To Improve Web System's QoS.
J. Web Eng., 2008

Reactivity in Online Auctions: Understanding Bidding Behavior through Reactive Transitions.
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008

Evaluating Longitudinal Aspects of Online Bidding Behavior.
Proceedings of the WEBIST 2008, 2008

Exploiting temporal contexts in text classification.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

A seller's perspective characterization methodology for online auctions.
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008

2007
Caracterização da reatividade de usuários em sistemas distribuídos.
PhD thesis, 2007

Analyzing ebay Negotiation Patterns.
Proceedings of the WEBIST 2007, 2007

Reactivity-Based Quality of Service Strategies for Web Applications.
Proceedings of the 2007 International Symposium on Applications and the Internet (SAINT 2007), 2007

Characterization of Online Auctions: Correlating Negotiation Patterns and Bidding Behavior.
Proceedings of the Fifth Latin American Web Congress (LA-Web 2007), 31 October, 2007

2006
The formal-CAFE methodology and model checking patterns in the specification of e-commerce systems.
Electron. Commer. Res., 2006

Assessing Reactive QoS Strategies for Internet Services.
Proceedings of the 2006 International Symposium on Applications and the Internet (SAINT 2006), 2006

Reactivity-based Scheduling Approaches For Internet Services.
Proceedings of the Fourth Latin American Web Congress (LA-Web 2006), 2006

Assessing the impact of reactive workloads on the performance of Web applications.
Proceedings of the 2006 IEEE International Symposium on Performance Analysis of Systems and Software, 2006

Evaluating the impact of reactivity on the performance of Web applications.
Proceedings of the 25th IEEE International Performance Computing and Communications Conference, 2006

Reactivity in Online Auctions.
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006

2005
Formal Verification of Transactional Systems.
Proceedings of the WEBIST 2005, 2005

Formal Verification of Transactional Systems Based on UML Specifications.
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

2004
A Hierarchical Characterization of User Behavior.
Proceedings of the Joint Conference 10th Brazilian Symposium on Multimedia and the Web & 2nd Latin American Web Congress, 2004

2003
A Software Engineering Process to Specify and Verify E-Commerce Systems.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003

Extending UML to Specify and Verify E-commerce Systems.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

2002
A Formal Methodology to Specify E-commerce Systems.
Proceedings of the Formal Methods and Software Engineering, 2002

2000
Design and Implementation of a Tool for Measuring the Performance of Complex E-commerce Sites.
Proceedings of the Computer Performance Evaluation: Modelling Techniques and Tools, 2000


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