Marcos Aurélio Domingues

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 20

Top Topics

Recommender Systems

Contextual Information

Top Venues

J. Braz. Comput. Soc.

Publications

Matheus H. C. Leme, Vinicius S. Simm, Douglas Rorie Tanno, Yandre M. G. Costa, Marcos Aurélio Domingues
Stingless Bee Classification: A New Dataset and Baseline Results. CIARP (2023)
Rodrigo Mansueli Nunes, Marcos Aurélio Domingues, Valéria Delisandra Feltrim
Improving Multilabel Text Classification with Stacking and Recurrent Neural Networks. WebMedia (2022)
Igor André Pegoraro Santana, Marcos Aurélio Domingues
Context-Aware Music Recommendation with Metadata Awareness and Recurrent Neural Networks. Comput. Informatics 41 (3) (2022)
Camila Vaccari Sundermann, Renan de Padua, Vítor Rodrigues Tonon, Ricardo Marcondes Marcacini, Marcos Aurélio Domingues, Solange Oliveira Rezende
A context-aware recommender method based on text and opinion mining. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Igor André Pegoraro Santana, Marcos Aurélio Domingues
A Systematic Review on Context-Aware Recommender Systems using Deep Learning and Embeddings. CoRR (2020)
Igor André Pegoraro Santana, Marcos Aurélio Domingues
Improving Context-Aware Music Recommender Systems with a Dual Recurrent Neural Network. SIMBig (2020)
Igor André Pegoraro Santana, Fabio Pinhelli, Juliano Donini, Leonardo Gabiato Catharin, Rafael Biazus Mangolin, Yandre Maldonado e Gomes da Costa, Valéria Delisandra Feltrim, Marcos Aurélio Domingues
Music4All: A New Music Database and Its Applications. IWSSIP (2020)
Juliano Donini da Silva, Yandre Maldonado e Gomes da Costa, Marcos Aurélio Domingues
Improving Musical Tag Annotation with Stacking and Convolutional Neural Networks. IWSSIP (2020)
Giuseppe Portolese, Marcos Aurélio Domingues, Valéria Delisandra Feltrim
Exploring Textual Features for Multi-label Classification of Portuguese Film Synopses. EPIA (2) (2019)
Camila Vaccari Sundermann, Renan de Pádua, Vítor Rodrigues Tonon, Marcos Aurélio Domingues, Solange Oliveira Rezende
A Context-Aware Recommender Method Based on Text Mining. EPIA (2) (2019)
Rodrigo Mansueli Nunes, Marcos Aurélio Domingues, Valéria Delisandra Feltrim
Exploring Multi-label Stacking in Natural Language Processing. EPIA (2) (2019)
Camila Vaccari Sundermann, Marcos Aurélio Domingues, Roberta Akemi Sinoara, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Using Opinion Mining in Context-Aware Recommender Systems: A Systematic Review. Inf. 10 (2) (2019)
Igor André Santana, Abner Suniga, Juliano Donini, Camila Vaccari Sundermann, Solange Oliveira Rezende, Marcos Aurélio Domingues
Transforming Geo-Referenced Data in Contextual Information for Context-Aware Recommender Systems. WI (2018)
Camila Vaccari Sundermann, João Antunes, Marcos Aurélio Domingues, Solange O. Rezende
Exploration of Word Embedding Model to Improve Context-Aware Recommender Systems. WI (2018)
Fabiano Fernandes dos Santos, Marcos Aurélio Domingues, Camila Vaccari Sundermann, Veronica Oliveira de Carvalho, Maria Fernanda Moura, Solange Oliveira Rezende
Latent association rule cluster based model to extract topics for classification and recommendation applications. Expert Syst. Appl. 112 (2018)
Rafael Martins D'Addio, Marcos Aurélio Domingues, Marcelo G. Manzato
Exploiting feature extraction techniques on users' reviews for movies recommendation. J. Braz. Comput. Soc. 23 (1) (2017)
Marcos Aurélio Domingues, Maria da Graça Campos Pimentel
Exploiting geo-referenced data as contextual information into context-aware recommender systems. SCCC (2017)
Marcelo G. Manzato, Marcos Aurélio Domingues, Arthur da Costa Fortes, Camila Vaccari Sundermann, Rafael Martins D'Addio, Merley da Silva Conrado, Solange O. Rezende, Maria G. C. Pimentel
Mining unstructured content for recommender systems: an ensemble approach. Inf. Retr. J. 19 (4) (2016)
Alípio M. Jorge, João Vinagre, Marcos Aurélio Domingues, João Gama, Carlos Soares, Pawel Matuszyk, Myra Spiliopoulou
Scalable Online Top-N Recommender Systems. EC-Web (2016)
Camila Vaccari Sundermann, Marcos Aurélio Domingues, Merley da Silva Conrado, Solange Oliveira Rezende
Privileged contextual information for context-aware recommender systems. Expert Syst. Appl. 57 (2016)
Marcos Aurélio Domingues, Thais Emanuele Santos, Raíza Hanada, Bruna C. R. Cunha, Solange Oliveira Rezende, Maria da Graça Campos Pimentel
A Platform for the Recommendation of Points of Interest in Brazilian Cities: Architecture and Case Study. WebMedia (2015)
Marcos Aurélio Domingues, Camila Vaccari Sundermann, Flávio M. M. Barros, Marcelo G. Manzato, Maria G. C. Pimentel, Solange Oliveira Rezende
Applying multi-view based metadata in personalized ranking for recommender systems. SAC (2015)
Camila Vaccari Sundermann, Marcos Aurélio Domingues, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Combining Privileged Information to Improve Context-Aware Recommender Systems. CoRR (2015)
Marcelo Garcia Manzato, Marcos Aurélio Domingues, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Improving Personalized Ranking in Recommender Systems with Topic Hierarchies and Implicit Feedback. ICPR (2014)
Ricardo Marcondes Marcacini, Marcos Aurélio Domingues, Eduardo R. Hruschka, Solange Oliveira Rezende
Privileged Information for Hierarchical Document Clustering: A Metric Learning Approach. ICPR (2014)
Arthur F. Da Costa, Marcos Aurélio Domingues, Solange Oliveira Rezende, Marcelo G. Manzato
Improving Personalized Ranking in Recommender Systems with Multimodal Interactions. WI-IAT (2) (2014)
Marcelo G. Manzato, Marcos Aurélio Domingues, Solange Oliveira Rezende
Optimizing Personalized Ranking in Recommender Systems with Metadata Awareness. WI-IAT (2) (2014)
Marcos Aurélio Domingues, Marcelo Garcia Manzato, Ricardo Marcondes Marcacini, Camila Vaccari Sundermann, Solange Oliveira Rezende
Using Contextual Information from Topic Hierarchies to Improve Context-Aware Recommender Systems. ICPR (2014)
Marcos Aurélio Domingues, Carlos Soares, Alípio Mário Jorge, Solange Oliveira Rezende
A data warehouse to support web site automation. J. Braz. Comput. Soc. 20 (1) (2014)
Marcos Aurélio Domingues, Camila Vaccari Sundermann, Marcelo Garcia Manzato, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Exploiting Text Mining Techniques for Contextual Recommendations. WI-IAT (1) (2014)
Roberta Akemi Sinoara, Camila Vaccari Sundermann, Ricardo M. Marcacini, Marcos Aurélio Domingues, Solange O. Rezende
Named entities as privileged information for hierarchical text clustering. IDEAS (2014)
Camila Vaccari Sundermann, Marcos Aurélio Domingues, Ricardo M. Marcacini, Solange Oliveira Rezende
Using Topic Hierarchies with Privileged Information to Improve Context-Aware Recommender Systems. BRACIS (2014)
Marcos Aurélio Domingues, Fabien Gouyon, Alípio Mário Jorge, José Paulo Leal, João Vinagre, Luís Lemos, Mohamed Sordo
Combining usage and content in an online recommendation system for music in the Long Tail. Int. J. Multim. Inf. Retr. 2 (1) (2013)
Ricardo M. Marcacini, Marcos Aurélio Domingues, Solange Oliveira Rezende
Improving consensus clustering of texts using interactive feature selection. WWW (Companion Volume) (2013)
Marcos Aurélio Domingues, Carlos Soares, Alípio Mário Jorge
Using statistics, visualization and data mining for monitoring the quality of meta-data in web portals. Inf. Syst. E Bus. Manag. 11 (4) (2013)
Marcos Aurélio Domingues, Alípio Mário Jorge, Carlos Soares
Dimensions as Virtual Items: Improving the predictive ability of top-N recommender systems. Inf. Process. Manag. 49 (3) (2013)
Marcos Aurélio Domingues, Solange Oliveira Rezende
The Impact of Context-Aware Recommender Systems on Music in the Long Tail. BRACIS (2013)
Marcos Aurélio Domingues, Fabien Gouyon, Alípio Mário Jorge, José Paulo Leal, João Vinagre, Luís Lemos, Mohamed Sordo
Combining usage and content in an online music recommendation system for music in the long-tail. WWW (Companion Volume) (2012)
Marcos Aurélio Domingues, Alípio Mário Jorge, Carlos Soares
Using Contextual Information as Virtual Items on Top-N Recommender Systems CoRR (2011)
Marcos Aurélio Domingues, Solange Oliveira Rezende
Using Taxonomies to Facilitate the Analysis of the Association Rules CoRR (2011)
Marcos Aurélio Domingues, Alípio Mário Jorge, Carlos Soares
Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems. Web Intelligence (2011)
Marcos Aurélio Domingues
Exploiting multidimensional data for web site automation. AI Commun. 24 (3) (2011)
Gonçalo Marques, Marcos Aurélio Domingues, Thibault Langlois, Fabien Gouyon
Three Current Issues In Music Autotagging. ISMIR (2011)
Marcos Aurélio Domingues, Alípio Mário Jorge, Carlos Soares
The Impact of Contextual Information on the Accuracy of Existing Recommender Systems for Web Personalization. Web Intelligence (2008)
Marcos Aurélio Domingues
An independent platform for the monitoring, analysis and adaptation of web sites. RecSys (2008)
José Paulo Leal, Marcos Aurélio Domingues
Rapid Development of Web Interfaces to Heterogeneous Systems. SOFSEM (1) (2007)
Ana Paula Tomás, José Paulo Leal, Marcos Aurélio Domingues
A Web Application for Mathematics Education. ICWL (2007)
Marcos Aurélio Domingues, Carlos Soares, Alípio Mário Jorge
A Web-Based System to Monitor the Quality of Meta-Data in Web Portals. IAT Workshops (2006)
Carlos Soares, Alípio Mário Jorge, Marcos Aurélio Domingues
Monitoring the Quality of Meta-data in Web Portals Using Statistics, Visualization and Data Mining. EPIA (2005)