Leandro Balby Marinho

According to our database, Leandro Balby Marinho authored at least 62 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Tool for Explainable Pension Fund Recommendations using Large Language Models.

Eduardo Alves da Silva, Leandro Balby Marinho, Edleno Silva de Moura, Altigran Soares da Silva

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems.

Itallo Silva, Leandro Balby Marinho, Alan Said, Martijn C. Willemsen

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023

Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step.

Thiago Pereira da Nóbrega, Carlos Eduardo S. Pires, Dimas Cassimiro do Nascimento, Leandro Balby Marinho

Data Knowl. Eng., May, 2023

Evaluating Pre-training Strategies for Collaborative Filtering.

Júlio B. G. Costa, Leandro Balby Marinho, Rodrygo L. T. Santos, Denis Parra

Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

Leveraging Large Language Models for Recommendation and Explanation.

Itallo Silva, Alan Said, Leandro Balby Marinho, Martijn C. Willemsen

Proceedings of the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Leveraging Large Language Models for Goal-driven Interactive Recommendations.

Alan Said, Martijn C. Willemsen, Leandro Balby Marinho, Itallo Silva

Proceedings of the International Conference on Human-Agent Interaction, 2023

2022

Uniting Politics and Pandemic: a Social Network Analysis on the COVID Parliamentary Commission of Inquiry in Brazil.

Lucas Raniére Juvino Santos, Leandro Balby Marinho, Cláudio Elízio Calazans Campelo

Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022

Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving Embeddings.

Leandro Balby Marinho, Júlio Barreto Guedes da Costa, Denis Parra, Rodrygo L. T. Santos

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

2021

Assessing Media Bias in Cross-Linguistic and Cross-National Populations.

Allan Sales, Albin Zehe, Leandro Balby Marinho, Adriano Veloso, Andreas Hotho, Janna Omeliyanenko

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

Evaluating Edge-Cloud Computing Trade-Offs for Mobile Object Detection and Classification with Deep Learning.

Whendell F. Magalhães, Mainara Farias, Leandro Balby Marinho, Herman Martins Gomes, Glaucimar Aguiar, Plínio Silveira

J. Inf. Data Manag., 2020

A New Approach for Measuring Subjectivity in Brazilian News.

Diogo Florêncio de Lima, Allan Sales da Costa Melo, D. L. Carvalho, Leandro Balby Marinho

J. Inf. Data Manag., 2020

Analysis of the Subjectivity Level in Fake News Fragments.

Lucas Lima Vieira, Caio Libânio Melo Jerônimo, Cláudio E. C. Campelo, Leandro Balby Marinho

Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

Evaluating the Emergence of Winning Tickets by Structured Pruning of Convolutional Networks.

Whendell F. Magalhães, Jeferson Ferreira, Herman Martins Gomes, Leandro Balby Marinho, Plínio Silveira

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

Computing with Subjectivity Lexicons.

Caio Libânio Melo Jerônimo, Cláudio Elízio Calazans Campelo, Leandro Balby Marinho, Allan Sales da Costa Melo, Adriano Veloso, Roberta Viola

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Towards explaining recommendations through local surrogate models.

Caio Nóbrega, Leandro Balby Marinho

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Feature Evaluation for Project Preferences Representation in GitHub.

Thaciana G. O. Cerqueira, Leandro Balby Marinho, Franklin Ramalho

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Fake News Classification Based on Subjective Language.

Caio Libânio Melo Jerônimo, Leandro Balby Marinho, Cláudio E. C. Campelo, Adriano Veloso, Allan Sales da Costa Melo

Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

Media Bias Characterization in Brazilian Presidential Elections.

Allan Sales da Costa Melo, Leandro Balby Marinho, Adriano Alonso Veloso

Proceedings of the 5th International Workshop on Social Media World Sensors, 2019

2018

Investigating the utility of the weather context for point of interest recommendations.

Christoph Trattner, Alexander Oberegger, Leandro Balby Marinho, Denis Parra

J. Inf. Technol. Tour., 2018

Using Online Economic News to Predict Trends in Brazilian Stock Market Sectors.

José Gildo de Araújo Júnior, Leandro Balby Marinho

Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 2018

Healthy Menus Recommendation: Optimizing the Use of the Pantry.

Jefferson Emanuel Caldeira Da Silva, Ricardo S. Oliveira, Leandro Balby Marinho, Christoph Trattner

Proceedings of the 3rd International Workshop on Health Recommender Systems, 2018

Fairness and Transparency of Machine Learning for Trustworthy Cloud Services.

Nuno Antunes, Leandro Balby, Flavio V. D. de Figueiredo, Nuno Lourenço, Wagner Meira Jr., Walter Santos

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

2017

Profiling Successful Team Behaviors in League of Legends.

Fernando Felix do Nascimento Junior, Allan Sales da Costa Melo, Igor Barbosa da Costa, Leandro Balby Marinho

Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Exploiting photo location and direction for clustering-based points-of-interest discovery.

Yuri Almeida Lacerda, Leandro Balby Marinho, Cláudio de Souza Baptista, Chiara Renso, Raffaele Perego

Proceedings of the Symposium on Applied Computing, 2017

A Multiobjective Music Recommendation Approach for Aspect-Based Diversification.

Ricardo S. Oliveira, Caio Nóbrega, Leandro Balby Marinho, Nazareno Andrade

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016

Exploiting Academic Records for Predicting Student Drop Out: a case study in Brazilian higher education.

Allan Sales, Leandro Balby, Adalberto Cajueiro

J. Inf. Data Manag., 2016

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Leandro Balby Marinho

J. Inf. Data Manag., 2016

A Content-Based Approach for Recommending UML Sequence Diagrams.

Thaciana G. O. Cerqueira, Franklin Ramalho, Leandro Balby Marinho

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Understanding the Impact of Weather for POI Recommendations.

Christoph Trattner, Alexander Oberegger, Lukas Eberhard, Denis Parra, Leandro Balby Marinho

Proceedings of the Workshop on Recommenders in Tourism co-located with 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

2015

Report on the SIGIR 2015 Workshop on Social Personalization and Search.

Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho

SIGIR Forum, 2015

Um Jogo Didático para Detecção de Problemas de Qualidade de Dados em Bancos de Dados Relacionais.

Carlos Eduardo S. Pires, Andreza Raquel Monteiro de Queiroz, Dandara Dantas Navarro, Leandro Balby Marinho, Vládia Freire Pires

Revista Brasileira de Informática na Educ., 2015

SPS'15: 2015 International Workshop on Social Personalization & Search.

Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

A supervised learning approach to detect subsumption relations between tags in folksonomies.

Alex Sandro da Cunha Rego, Leandro Balby Marinho, Carlos Eduardo S. Pires

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

An approach for building lexical-semantic resources based on heterogeneous information sources.

José Gildo de Araújo Júnior, Ulrich Schiel, Leandro Balby Marinho

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Are Real-World Place Recommender Algorithms Useful in Virtual World Environments?

Leandro Balby Marinho, Christoph Trattner, Denis Parra

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Context-Aware Event Recommendation in Event-based Social Networks.

Augusto Q. de Macedo, Leandro Balby Marinho, Rodrygo L. T. Santos

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014

DYSCS: A platform to build geographically and semantically enhanced social content sites.

Luciana Cavalcante de Menezes, Cláudio de Souza Baptista, Ana Gabrielle Ramos Falcão, Maxwell Guimarães de Oliveira, Leandro Balby Marinho

J. Syst. Softw., 2014

Predicting the Learning Rate of Gradient Descent for Accelerating Matrix Factorization.

Caio Nóbrega, Leandro Balby Marinho

J. Inf. Data Manag., 2014

Utilizing Online Social Network and Location-Based Data to Recommend Items in an Online Marketplace.

Emanuel Lacic, Dominik Kowald, Lukas Eberhard, Christoph Trattner, Denis Parra, Leandro Balby Marinho

CoRR, 2014

A Personalized Geographic-Based Diffusion Model for Location Recommendations in LBSN.

Iury Nunes, Leandro Balby Marinho

Proceedings of the 9th Latin American Web Congress, 2014

Event Recommendation in Event-based Social Networks.

Augusto Q. de Macedo, Leandro Balby Marinho

Proceedings of the Hypertext 2014 Extended Proceedings: Late-breaking Results, 2014

2013

Early Classification: A New Heuristic to Improve the Classification Step of K-Means.

Joaquín Pérez Ortega, Carlos Eduardo Santos Pires, Leandro Balby Marinho, Adriana Mexicano, Miguel Angel Hidalgo

J. Inf. Data Manag., 2013

Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces.

Emanuel Lacic, Dominik Kowald, Lukas Eberhard, Christoph Trattner, Denis Parra, Leandro Balby Marinho

Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013

Exploring the Relation Between Novelty Aspects and Preferences in Music Listening.

Andryw Marques Ramos, Nazareno Andrade, Leandro Balby Marinho

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

On Building Semantically Enhanced Location-Based Social Networks.

Cláudio de Souza Baptista, Luciana Cavalcante de Menezes, Maxwell Guimarães de Oliveira, Ana Gabrielle Ramos Falcão, Leandro Balby Marinho

Proceedings of the XIV Brazilian Symposium on Geoinformatics, 2013

2012

Extracting Geospatial Preferences Using Relational Neighbors.

Leandro Balby Marinho, Thomas Sandholm, Cláudio de Souza Baptista, Iury Nunes, Caio Nóbrega, Jordão Araújo

J. Inf. Data Manag., 2012

Improving location recommendations with temporal pattern extraction.

Leandro Balby Marinho, Iury Nunes, Thomas Sandholm, Caio Nóbrega, Jordão Araújo, Carlos Eduardo Santos Pires

Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Compass clustering: a new clustering method for detection of points of interest using personal collections of georeferenced and oriented photographs.

Yuri Almeida Lacerda, Robson Gonçalves Fechine Feitosa, Guilherme Álvaro Rodrigues Maia Esmeraldo, Cláudio de Souza Baptista, Leandro Balby Marinho

Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Construção de Mapa de Tópicos Semânticos Baseado na Integração de Fontes Heterogêneas.

José Gildo de Araújo Júnior, Ulrich Schiel, Leandro Balby Marinho

Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Recommender Systems for Social Tagging Systems.

Leandro Balby Marinho, Andreas Hotho, Robert Jäschke, Alexandros Nanopoulos, Steffen Rendle, Lars Schmidt-Thieme, Gerd Stumme, Panagiotis Symeonidis

Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-1894-8, 2012

2011

Social Tagging Recommender Systems.

Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme, Robert Jäschke, Andreas Hotho, Gerd Stumme, Panagiotis Symeonidis

Proceedings of the Recommender Systems Handbook, 2011

2010

Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate Cold-Start Problems.

Christine Preisach, Leandro Balby Marinho, Lars Schmidt-Thieme

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

2009

Relational Classification for Personalized Tag Recommendation.

Leandro Balby Marinho, Christine Preisach, Lars Schmidt-Thieme

Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

Learning optimal ranking with tensor factorization for tag recommendation.

Steffen Rendle, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Cross-tagging for personalized open social networking.

Avare Stewart, Ernesto Diaz-Aviles, Wolfgang Nejdl, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme

Proceedings of the HYPERTEXT 2009, Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, Torino, Italy, June 29, 2009

2008

Tag recommendations in social bookmarking systems.

Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme

AI Commun., 2008

Folksonomy-Based Collabulary Learning.

Leandro Balby Marinho, Krisztián Búza, Lars Schmidt-Thieme

Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Tag-aware recommender systems by fusion of collaborative filtering algorithms.

Karen H. L. Tso-Sutter, Leandro Balby Marinho, Lars Schmidt-Thieme

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007

A domain model of Web recommender systems based on usage mining and collaborative filtering.

Rosario Girardi, Leandro Balby Marinho

Requir. Eng., 2007

Tag Recommendations in Folksonomies.

Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Collaborative Tag Recommendations.

Leandro Balby Marinho, Lars Schmidt-Thieme

Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2005

A system of agent-based software patterns for user modeling based on usage mining.

Rosario Girardi, Leandro Balby Marinho, Ismênia Ribeiro de Oliveira

Interact. Comput., 2005