Leandro Balby Marinho

68 papers A* 2A 8B 2C 2Misc 6Journal 17Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A large scale benchmark for session-based recommendations on the legal domain. Artif. Intell. Law Marcos Aurélio Domingues, Edleno Silva de Moura, Leandro Balby Marinho, Altigran S. da Silva
2025	—	`conf`	Can Large Language Models Effectively Mitigate Polarization in Social Media Text? WebSci Lucas Raniére Juvino Santos, Leandro Balby Marinho, Cláudio Elízio Calazans Campelo, Filippo Menczer, Alessandro Flammini
2025	—	`conf`	Leveraging Query Terms for Efficient Legal Document Recommendation. ECIR (3) André Rolim, Leandro Balby Marinho, Edleno Silva de Moura, Marcos Aurélio Domingues, Ricardo S. Oliveira
2024	A	`conf`	A Tool for Explainable Pension Fund Recommendations using Large Language Models. RecSys Eduardo Alves da Silva, Leandro Balby Marinho, Edleno Silva de Moura, Altigran Soares da Silva
2024	A	`conf`	Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems. IUI Itallo Silva, Leandro Balby Marinho, Alan Said, Martijn C. Willemsen
2023	A	`conf`	Evaluating Pre-training Strategies for Collaborative Filtering. UMAP Júlio B. G. Costa, Leandro Balby Marinho, Rodrygo L. T. Santos, Denis Parra
2023	B	`conf`	Leveraging Large Language Models for Goal-driven Interactive Recommendations. HAI Alan Said, Martijn C. Willemsen, Leandro Balby Marinho, Itallo Silva
2023	—	`conf`	Leveraging Large Language Models for Recommendation and Explanation. IntRS@RecSys Itallo Silva, Alan Said, Leandro Balby Marinho, Martijn C. Willemsen
2023	J	`jnl`	Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step. Data Knowl. Eng. Thiago Pereira da Nóbrega, Carlos Eduardo S. Pires, Dimas Cassimiro do Nascimento, Leandro Balby Marinho
2022	A	`conf`	Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving Embeddings. IUI Leandro Balby Marinho, Júlio Barreto Guedes da Costa, Denis Parra, Rodrygo L. T. Santos
2022	—	`conf`	Uniting Politics and Pandemic: a Social Network Analysis on the COVID Parliamentary Commission of Inquiry in Brazil. WebMedia Lucas Raniére Juvino Santos, Leandro Balby Marinho, Cláudio Elízio Calazans Campelo
2021	A	`conf`	Assessing Media Bias in Cross-Linguistic and Cross-National Populations. ICWSM Allan Sales, Albin Zehe, Leandro Balby Marinho, Adriano Veloso, Andreas Hotho, Janna Omeliyanenko
2020	J	`jnl`	A New Approach for Measuring Subjectivity in Brazilian News. J. Inf. Data Manag. Diogo Florêncio de Lima, Allan Sales da Costa Melo, D. L. Carvalho, Leandro Balby Marinho
2020	—	`conf`	Analysis of the Subjectivity Level in Fake News Fragments. WebMedia Lucas Lima Vieira, Caio Libânio Melo Jerônimo, Cláudio E. C. Campelo, Leandro Balby Marinho
2020	B	`conf`	Computing with Subjectivity Lexicons. LREC Caio Libânio Melo Jerônimo, Cláudio Elízio Calazans Campelo, Leandro Balby Marinho, Allan Sales da Costa Melo, Adriano Veloso, Roberta Viola
2020	J	`jnl`	Evaluating Edge-Cloud Computing Trade-Offs for Mobile Object Detection and Classification with Deep Learning. J. Inf. Data Manag. Whendell F. Magalhães, Mainara Farias, Leandro Balby Marinho, Herman Martins Gomes, Glaucimar Aguiar, Plínio Silveira
2020	—	`conf`	Evaluating the Emergence of Winning Tickets by Structured Pruning of Convolutional Networks. SIBGRAPI Whendell F. Magalhães, Jeferson Ferreira, Herman Martins Gomes, Leandro Balby Marinho, Plínio Silveira
2020	A	`ed.`	RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020 RecSys Rodrygo L. T. Santos, Leandro Balby Marinho, Elizabeth M. Daly, Li Chen, Kim Falk, Noam Koenigstein, Edleno Silva de Moura
2019	C	`conf`	Fake News Classification Based on Subjective Language. iiWAS Caio Libânio Melo Jerônimo, Leandro Balby Marinho, Cláudio E. C. Campelo, Adriano Veloso, Allan Sales da Costa Melo
2019	—	`conf`	Feature Evaluation for Project Preferences Representation in GitHub. MLDM (2) Thaciana G. O. Cerqueira, Leandro Balby Marinho, Franklin Ramalho
2019	—	`conf`	Media Bias Characterization in Brazilian Presidential Elections. SIdEWayS@HT Allan Sales da Costa Melo, Leandro Balby Marinho, Adriano Alonso Veloso
2019	Misc	`conf`	Towards explaining recommendations through local surrogate models. SAC Caio Nóbrega, Leandro Balby Marinho
2018	—	`conf`	Healthy Menus Recommendation: Optimizing the Use of the Pantry. HealthRecSys@RecSys Jefferson Emanuel Caldeira Da Silva, Ricardo S. Oliveira, Leandro Balby Marinho, Christoph Trattner
2018	J	`jnl`	Investigating the utility of the weather context for point of interest recommendations. J. Inf. Technol. Tour. Christoph Trattner, Alexander Oberegger, Leandro Balby Marinho, Denis Parra
2018	—	`conf`	Using Online Economic News to Predict Trends in Brazilian Stock Market Sectors. WebMedia José Gildo de Araújo Júnior, Leandro Balby Marinho
2017	—	`conf`	A Multiobjective Music Recommendation Approach for Aspect-Based Diversification. ISMIR Ricardo S. Oliveira, Caio Nóbrega, Leandro Balby Marinho, Nazareno Andrade
2017	Misc	`conf`	Exploiting photo location and direction for clustering-based points-of-interest discovery. SAC Yuri Almeida Lacerda, Leandro Balby Marinho, Cláudio de Souza Baptista, Chiara Renso, Raffaele Perego
2017	—	`conf`	Profiling Successful Team Behaviors in League of Legends. WebMedia Fernando Felix do Nascimento Junior, Allan Sales da Costa Melo, Igor Barbosa da Costa, Leandro Balby Marinho
2016	C	`conf`	A Content-Based Approach for Recommending UML Sequence Diagrams. SEKE Thaciana G. O. Cerqueira, Franklin Ramalho, Leandro Balby Marinho
2016	J	`jnl`	Editorial. J. Inf. Data Manag. Caetano Traina Júnior, Robson L. F. Cordeiro, Leandro Balby Marinho
2016	—	`conf`	Understanding the Impact of Weather for POI Recommendations. RecTour@RecSys Christoph Trattner, Alexander Oberegger, Lukas Eberhard, Denis Parra, Leandro Balby Marinho
2015	Misc	`conf`	A supervised learning approach to detect subsumption relations between tags in folksonomies. SAC Alex Sandro da Cunha Rego, Leandro Balby Marinho, Carlos Eduardo S. Pires
2015	Misc	`conf`	An approach for building lexical-semantic resources based on heterogeneous information sources. SAC José Gildo de Araújo Júnior, Ulrich Schiel, Leandro Balby Marinho
2015	A	`conf`	Are Real-World Place Recommender Algorithms Useful in Virtual World Environments? RecSys Leandro Balby Marinho, Christoph Trattner, Denis Parra
2015	A	`conf`	Context-Aware Event Recommendation in Event-based Social Networks. RecSys Augusto Q. de Macedo, Leandro Balby Marinho, Rodrygo L. T. Santos
2015	—	`ed.`	Proceedings of the International Workshop on Social Personalisation & Search, SPS 2015, co-located with the 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago de Chile, Chile, August 9-13, 2015. SPS@SIGIR Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho
2015	J	`jnl`	Report on the SIGIR 2015 Workshop on Social Personalization and Search. SIGIR Forum Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho
2015	A*	`conf`	SPS'15: 2015 International Workshop on Social Personalization & Search. SIGIR Christoph Trattner, Denis Parra, Peter Brusilovsky, Leandro Balby Marinho
2015	J	`jnl`	Um Jogo Didático para Detecção de Problemas de Qualidade de Dados em Bancos de Dados Relacionais. Revista Brasileira de Informática na Educ. Carlos Eduardo S. Pires, Andreza Raquel Monteiro de Queiroz, Dandara Dantas Navarro, Leandro Balby Marinho, Vládia Freire Pires
2014	—	`conf`	A Personalized Geographic-Based Diffusion Model for Location Recommendations in LBSN. LA-WEB Iury Nunes, Leandro Balby Marinho
2014	J	`jnl`	DYSCS: A platform to build geographically and semantically enhanced social content sites. J. Syst. Softw. Luciana Cavalcante de Menezes, Cláudio de Souza Baptista, Ana Gabrielle Ramos Falcão, Maxwell Guimarães de Oliveira, Leandro Balby Marinho
2014	—	`conf`	Event Recommendation in Event-based Social Networks. HT (Doctoral Consortium / Late-breaking Results / Workshops) Augusto Q. de Macedo, Leandro Balby Marinho
2014	J	`jnl`	Predicting the Learning Rate of Gradient Descent for Accelerating Matrix Factorization. J. Inf. Data Manag. Caio Nóbrega, Leandro Balby Marinho
2014	J	`jnl`	Utilizing Online Social Network and Location-Based Data to Recommend Items in an Online Marketplace. CoRR Emanuel Lacic, Dominik Kowald, Lukas Eberhard, Christoph Trattner, Denis Parra, Leandro Balby Marinho
2013	J	`jnl`	Early Classification: A New Heuristic to Improve the Classification Step of K-Means. J. Inf. Data Manag. Joaquín Pérez Ortega, Carlos Eduardo Santos Pires, Leandro Balby Marinho, Adriana Mexicano, Miguel Angel Hidalgo
2013	—	`conf`	Exploring the Relation Between Novelty Aspects and Preferences in Music Listening. ISMIR Andryw Marques Ramos, Nazareno Andrade, Leandro Balby Marinho
2013	—	`conf`	On Building Semantically Enhanced Location-Based Social Networks. GEOINFO Cláudio de Souza Baptista, Luciana Cavalcante de Menezes, Maxwell Guimarães de Oliveira, Ana Gabrielle Ramos Falcão, Leandro Balby Marinho
2013	—	`conf`	Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces. MSM/MUSE Emanuel Lacic, Dominik Kowald, Lukas Eberhard, Christoph Trattner, Denis Parra, Leandro Balby Marinho
2012	—	`conf`	Compass clustering: a new clustering method for detection of points of interest using personal collections of georeferenced and oriented photographs. WebMedia Yuri Almeida Lacerda, Robson Gonçalves Fechine Feitosa, Guilherme Álvaro Rodrigues Maia Esmeraldo, Cláudio de Souza Baptista, Leandro Balby Marinho
2012	—	`conf`	Construção de Mapa de Tópicos Semânticos Baseado na Integração de Fontes Heterogêneas. SBBD (Short Papers) José Gildo de Araújo Júnior, Ulrich Schiel, Leandro Balby Marinho
2012	—	`conf`	Early Classification: A New Heuristic to Improve the Classification Step of K-Means. SBBD (Short Papers) Joaquín Pérez Ortega, Carlos Eduardo S. Pires, Leandro Balby Marinho, Adriana Mexicano, Miguel Angel Hidalgo
2012	J	`jnl`	Extracting Geospatial Preferences Using Relational Neighbors CoRR Leandro Balby Marinho, Cláudio de Souza Baptista, Thomas Sandholm, Iury Nunes, Caio Nóbrega, Jordão Araújo
2012	J	`jnl`	Extracting Geospatial Preferences Using Relational Neighbors. J. Inf. Data Manag. Leandro Balby Marinho, Thomas Sandholm, Cláudio de Souza Baptista, Iury Nunes, Caio Nóbrega, Jordão Araújo
2012	—	`conf`	Improving location recommendations with temporal pattern extraction. WebMedia Leandro Balby Marinho, Iury Nunes, Thomas Sandholm, Caio Nóbrega, Jordão Araújo, Carlos Eduardo Santos Pires
2012	—	`book`	Recommender Systems for Social Tagging Systems. Leandro Balby Marinho, Andreas Hotho, Robert Jäschke, Alexandros Nanopoulos, Steffen Rendle, Lars Schmidt-Thieme, Gerd Stumme, Panagiotis Symeonidis
2011	—	`ch.`	Social Tagging Recommender Systems. Recommender Systems Handbook Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme, Robert Jäschke, Andreas Hotho, Gerd Stumme, Panagiotis Symeonidis
2010	—	`conf`	Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate Cold-Start Problems. PAKDD (1) Christine Preisach, Leandro Balby Marinho, Lars Schmidt-Thieme
2009	—	`conf`	Cross-tagging for personalized open social networking. Hypertext Avare Stewart, Ernesto Diaz-Aviles, Wolfgang Nejdl, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme
2009	A*	`conf`	Learning optimal ranking with tensor factorization for tag recommendation. KDD Steffen Rendle, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme
2009	—	`conf`	Relational Classification for Personalized Tag Recommendation. DC@PKDD/ECML Leandro Balby Marinho, Christine Preisach, Lars Schmidt-Thieme
2008	Misc	`conf`	Folksonomy-Based Collabulary Learning. ISWC Leandro Balby Marinho, Krisztián Búza, Lars Schmidt-Thieme
2008	J	`jnl`	Tag recommendations in social bookmarking systems. AI Commun. Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme
2008	Misc	`conf`	Tag-aware recommender systems by fusion of collaborative filtering algorithms. SAC Karen H. L. Tso-Sutter, Leandro Balby Marinho, Lars Schmidt-Thieme
2007	J	`jnl`	A domain model of Web recommender systems based on usage mining and collaborative filtering. Requir. Eng. Rosario Girardi, Leandro Balby Marinho
2007	—	`conf`	Collaborative Tag Recommendations. GfKl Leandro Balby Marinho, Lars Schmidt-Thieme
2007	—	`conf`	Tag Recommendations in Folksonomies. LWA Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme
2007	—	`conf`	Tag Recommendations in Folksonomies. PKDD Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme
2005	J	`jnl`	A system of agent-based software patterns for user modeling based on usage mining. Interact. Comput. Rosario Girardi, Leandro Balby Marinho, Ismênia Ribeiro de Oliveira