Leandro Balby Marinho

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 26

Top Topics

Transfer Learning

Social Networks

Delta Bar Delta

Top Venues

J. Inf. Data Manag.

Publications

Itallo Silva, Leandro Balby Marinho, Alan Said, Martijn C. Willemsen
Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems. IUI (2024)
Thiago Pereira da Nóbrega, Carlos Eduardo S. Pires, Dimas Cassimiro do Nascimento, Leandro Balby Marinho
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step. Data Knowl. Eng. 145 (2023)
Itallo Silva, Alan Said, Leandro Balby Marinho, Martijn C. Willemsen
Leveraging Large Language Models for Recommendation and Explanation. IntRS@RecSys (2023)
Alan Said, Martijn C. Willemsen, Leandro Balby Marinho, Itallo Silva
Leveraging Large Language Models for Goal-driven Interactive Recommendations. HAI (2023)
Júlio B. G. Costa, Leandro Balby Marinho, Rodrygo L. T. Santos, Denis Parra
Evaluating Pre-training Strategies for Collaborative Filtering. UMAP (2023)
Lucas Raniére Juvino Santos, Leandro Balby Marinho, Cláudio Elizio Calazans Campelo
Uniting Politics and Pandemic: a Social Network Analysis on the COVID Parliamentary Commission of Inquiry in Brazil. WebMedia (2022)
Leandro Balby Marinho, Júlio Barreto Guedes da Costa, Denis Parra, Rodrygo L. T. Santos
Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving Embeddings. IUI (2022)
Allan Sales, Albin Zehe, Leandro Balby Marinho, Adriano Veloso, Andreas Hotho, Janna Omeliyanenko
Assessing Media Bias in Cross-Linguistic and Cross-National Populations. ICWSM (2021)
Whendell F. Magalhães, Mainara Farias, Leandro Balby Marinho, Herman Martins Gomes, Glaucimar Aguiar, Plínio Silveira
Evaluating Edge-Cloud Computing Trade-Offs for Mobile Object Detection and Classification with Deep Learning. J. Inf. Data Manag. 11 (1) (2020)
Diogo Florêncio de Lima, Allan Sales da Costa Melo, D. L. Carvalho, Leandro Balby Marinho
A New Approach for Measuring Subjectivity in Brazilian News. J. Inf. Data Manag. 11 (1) (2020)
Caio Libânio Melo Jerônimo, Cláudio Elízio Calazans Campelo, Leandro Balby Marinho, Allan Sales da Costa Melo, Adriano Veloso, Roberta Viola
Computing with Subjectivity Lexicons. LREC (2020)
Whendell F. Magalhães, Jeferson Ferreira, Herman Martins Gomes, Leandro Balby Marinho, Plínio Silveira
Evaluating the Emergence of Winning Tickets by Structured Pruning of Convolutional Networks. SIBGRAPI (2020)
Lucas Lima Vieira, Caio Libânio Melo Jerônimo, Cláudio E. C. Campelo, Leandro Balby Marinho
Analysis of the Subjectivity Level in Fake News Fragments. WebMedia (2020)
Allan Sales da Costa Melo, Leandro Balby Marinho, Adriano Alonso Veloso
Media Bias Characterization in Brazilian Presidential Elections. SIdEWayS@HT (2019)
Caio Nóbrega, Leandro Balby Marinho
Towards explaining recommendations through local surrogate models. SAC (2019)
Caio Libânio Melo Jerônimo, Leandro Balby Marinho, Cláudio E. C. Campelo, Adriano Veloso, Allan Sales da Costa Melo
Fake News Classification Based on Subjective Language. iiWAS (2019)
Thaciana G. O. Cerqueira, Leandro Balby Marinho, Franklin Ramalho
Feature Evaluation for Project Preferences Representation in GitHub. MLDM (2) (2019)
José Gildo de Araújo Júnior, Leandro Balby Marinho
Using Online Economic News to Predict Trends in Brazilian Stock Market Sectors. WebMedia (2018)
Christoph Trattner, Alexander Oberegger, Leandro Balby Marinho, Denis Parra
Investigating the utility of the weather context for point of interest recommendations. J. Inf. Technol. Tour. 19 (1-4) (2018)
Jefferson Emanuel Caldeira Da Silva, Ricardo S. Oliveira, Leandro Balby Marinho, Christoph Trattner
Healthy Menus Recommendation: Optimizing the Use of the Pantry. HealthRecSys@RecSys (2018)
Ricardo S. Oliveira, Caio Nóbrega, Leandro Balby Marinho, Nazareno Andrade
A Multiobjective Music Recommendation Approach for Aspect-Based Diversification. ISMIR (2017)
Yuri Almeida Lacerda, Leandro Balby Marinho, Cláudio de Souza Baptista, Chiara Renso, Raffaele Perego
Exploiting photo location and direction for clustering-based points-of-interest discovery. SAC (2017)
Fernando Felix do Nascimento Junior, Allan Sales da Costa Melo, Igor Barbosa da Costa, Leandro Balby Marinho
Profiling Successful Team Behaviors in League of Legends. WebMedia (2017)
Thaciana G. O. Cerqueira, Franklin Ramalho, Leandro Balby Marinho
A Content-Based Approach for Recommending UML Sequence Diagrams. SEKE (2016)
Caetano Traina Junior, Robson L. F. Cordeiro, Leandro Balby Marinho
Editorial. J. Inf. Data Manag. 7 (2) (2016)
Christoph Trattner, Alexander Oberegger, Lukas Eberhard, Denis Parra, Leandro Balby Marinho
Understanding the Impact of Weather for POI Recommendations. RecTour@RecSys (2016)
Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho
Report on the SIGIR 2015 Workshop on Social Personalization and Search. SIGIR Forum 49 (2) (2015)
Alex Sandro da Cunha Rego, Leandro Balby Marinho, Carlos Eduardo S. Pires
A supervised learning approach to detect subsumption relations between tags in folksonomies. SAC (2015)
José Gildo de Araújo Júnior, Ulrich Schiel, Leandro Balby Marinho
An approach for building lexical-semantic resources based on heterogeneous information sources. SAC (2015)
Carlos Eduardo S. Pires, Andreza Raquel Monteiro de Queiroz, Dandara Dantas Navarro, Leandro Balby Marinho, Vládia Freire Pires
Um Jogo Didático para Detecção de Problemas de Qualidade de Dados em Bancos de Dados Relacionais. Revista Brasileira de Informática na Educ. 23 (3) (2015)
Leandro Balby Marinho, Christoph Trattner, Denis Parra
Are Real-World Place Recommender Algorithms Useful in Virtual World Environments? RecSys (2015)
Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho
SPS'15: 2015 International Workshop on Social Personalization & Search. SIGIR (2015)
Augusto Q. de Macedo, Leandro Balby Marinho, Rodrygo L. T. Santos
Context-Aware Event Recommendation in Event-based Social Networks. RecSys (2015)
Augusto Q. de Macedo, Leandro Balby Marinho
Event Recommendation in Event-based Social Networks. HT (Doctoral Consortium / Late-breaking Results / Workshops) (2014)
Iury Nunes, Leandro Balby Marinho
A Personalized Geographic-Based Diffusion Model for Location Recommendations in LBSN. LA-WEB (2014)
Caio Nóbrega, Leandro Balby Marinho
Predicting the Learning Rate of Gradient Descent for Accelerating Matrix Factorization. J. Inf. Data Manag. 5 (1) (2014)
Emanuel Lacic, Dominik Kowald, Lukas Eberhard, Christoph Trattner, Denis Parra, Leandro Balby Marinho
Utilizing Online Social Network and Location-Based Data to Recommend Items in an Online Marketplace. CoRR (2014)
Luciana Cavalcante de Menezes, Cláudio de Souza Baptista, Ana Gabrielle Ramos Falcão, Maxwell Guimarães de Oliveira, Leandro Balby Marinho
DYSCS: A platform to build geographically and semantically enhanced social content sites. J. Syst. Softw. 94 (2014)
Cláudio de Souza Baptista, Luciana Cavalcante de Menezes, Maxwell Guimarães de Oliveira, Ana Gabrielle Ramos Falcão, Leandro Balby Marinho
On Building Semantically Enhanced Location-Based Social Networks. GeoInfo (2013)
Emanuel Lacic, Dominik Kowald, Lukas Eberhard, Christoph Trattner, Denis Parra, Leandro Balby Marinho
Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces. MSM/MUSE (2013)
Joaquín Pérez Ortega, Carlos Eduardo Santos Pires, Leandro Balby Marinho, Adriana Mexicano, Miguel Angel Hidalgo
Early Classification: A New Heuristic to Improve the Classification Step of K-Means. J. Inf. Data Manag. 4 (2) (2013)
Andryw Marques Ramos, Nazareno Andrade, Leandro Balby Marinho
Exploring the Relation Between Novelty Aspects and Preferences in Music Listening. ISMIR (2013)
Leandro Balby Marinho, Iury Nunes, Thomas Sandholm, Caio Nóbrega, Jordão Araújo, Carlos Eduardo Santos Pires
Improving location recommendations with temporal pattern extraction. WebMedia (2012)
Joaquín Pérez Ortega, Carlos Eduardo S. Pires, Leandro Balby Marinho, Adriana Mexicano, Miguel Angel Hidalgo
Early Classification: A New Heuristic to Improve the Classification Step of K-Means. SBBD (Short Papers) (2012)
José Gildo de Araújo Júnior, Ulrich Schiel, Leandro Balby Marinho
Construção de Mapa de Tópicos Semânticos Baseado na Integração de Fontes Heterogêneas. SBBD (Short Papers) (2012)
Yuri Almeida Lacerda, Robson Gonçalves Fechine Feitosa, Guilherme Álvaro Rodrigues Maia Esmeraldo, Cláudio de Souza Baptista, Leandro Balby Marinho
Compass clustering: a new clustering method for detection of points of interest using personal collections of georeferenced and oriented photographs. WebMedia (2012)
Leandro Balby Marinho, Thomas Sandholm, Cláudio de Souza Baptista, Iury Nunes, Caio Nóbrega, Jordão Araújo
Extracting Geospatial Preferences Using Relational Neighbors. J. Inf. Data Manag. 3 (3) (2012)
Leandro Balby Marinho, Cláudio de Souza Baptista, Thomas Sandholm, Iury Nunes, Caio Nóbrega, Jordão Araújo
Extracting Geospatial Preferences Using Relational Neighbors CoRR (2012)
Christine Preisach, Leandro Balby Marinho, Lars Schmidt-Thieme
Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate Cold-Start Problems. PAKDD (1) (2010)
Avare Stewart, Ernesto Diaz-Aviles, Wolfgang Nejdl, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme
Cross-tagging for personalized open social networking. Hypertext (2009)
Steffen Rendle, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme
Learning optimal ranking with tensor factorization for tag recommendation. KDD (2009)
Leandro Balby Marinho, Christine Preisach, Lars Schmidt-Thieme
Relational Classification for Personalized Tag Recommendation. DC@PKDD/ECML (2009)
Leandro Balby Marinho, Krisztian Buza, Lars Schmidt-Thieme
Folksonomy-Based Collabulary Learning. ISWC (2008)
Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme
Tag recommendations in social bookmarking systems. AI Commun. 21 (4) (2008)
Karen H. L. Tso-Sutter, Leandro Balby Marinho, Lars Schmidt-Thieme
Tag-aware recommender systems by fusion of collaborative filtering algorithms. SAC (2008)
Leandro Balby Marinho, Lars Schmidt-Thieme
Collaborative Tag Recommendations. GfKl (2007)
Rosario Girardi, Leandro Balby Marinho
A domain model of Web recommender systems based on usage mining and collaborative filtering. Requir. Eng. 12 (1) (2007)
Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme
Tag Recommendations in Folksonomies. PKDD (2007)
Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme
Tag Recommendations in Folksonomies. LWA (2007)
Rosario Girardi, Leandro Balby Marinho, Ismênia Ribeiro de Oliveira
A system of agent-based software patterns for user modeling based on usage mining. Interact. Comput. 17 (5) (2005)