Adriano C. M. Pereira
Orcid: 0000-0003-2389-0512Affiliations:
- 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.
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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
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
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
Proceedings of the 24th Annual International Conference on Digital Government Research, 2023
2022
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
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022
2021
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
Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020
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
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
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Multim. Tools Appl., 2019
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
CoRR, 2019
Multimodal data fusion framework based on autoencoders for top-N recommender systems.
Appl. Intell., 2019
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
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
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
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
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
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
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
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
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
Proceedings of the Tenth International Conference on Web and Social Media, 2016
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
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
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
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
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
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
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 9th Latin American Web Congress, 2014
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
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Cyber Security, 2014
2013
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012
Proceedings of the Eighth Latin American Web Congress, 2012
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
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012
2011
Int. J. Electron. Bus., 2011
Proceedings of the 2011 Joint WICOW/AIRWeb Workshop on Web Quality, 2011
Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011
2010
J. Inf. Data Manag., 2010
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
Proceedings of the 3rd ACM Workshop on Information Credibility on the Web, 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
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
Proceedings of the Ninth Annual International Symposium on Applications and the Internet, 2009
Proceedings of the MEDES '09: International ACM Conference on Management of Emergent Digital EcoSystems, 2009
Proceedings of the 2009 Latin American Web Congress, 2009
Proceedings of the 2009 Latin American Web Congress, 2009
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
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008
2007
Analyzing ebay Negotiation Patterns.
Proceedings of the WEBIST 2007, 2007
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
Proceedings of the 2006 International Symposium on Applications and the Internet (SAINT 2006), 2006
Proceedings of the Fourth Latin American Web Congress (LA-Web 2006), 2006
Proceedings of the 2006 IEEE International Symposium on Performance Analysis of Systems and Software, 2006
Proceedings of the 25th IEEE International Performance Computing and Communications Conference, 2006
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
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
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