The Theory of Fringe Analysis and Its Application to 2-3 Trees and B-Trees - Bernhard Eisenbarth; Nivio Ziviani; Gaston H. Gonnet; Kurt Mehlhorn; Derick Wood (Inf. Control., 1982)

The Analysis of an Inproved Symmetric Binary B-Tree Algorithm. - Nivio Ziviani; Henk J. Olivié; Gaston H. Gonnet (Comput. J., 1985)

The telephonic switching centre network problem: formalization and computational experience. - Henrique Pacca Loureiro Luna; Nivio Ziviani; Regina Helena B. Cabral (Discret. Appl. Math., 1987)

Expected Behaviour Analysis of AVL Trees. - Ricardo A. Baeza-Yates; Gaston H. Gonnet; Nivio Ziviani (SWAT, 1990)

A system for efficient full-text retrieval. - Nivio Ziviani (RIAO, 1991)

Improved Bounds for the Expected Behaviour of AVL Trees. - Ricardo A. Baeza-Yates; Gaston H. Gonnet; Nivio Ziviani (BIT, 1992)

Optimized Binary Search and Text Retrieval. - Eduardo F. Barbosa; Gonzalo Navarro 001; Ricardo A. Baeza-Yates; Chris H. Perleberg; Nivio Ziviani (ESA, 1995)

Hierarchies of Indices for Text Searching. - Ricardo A. Baeza-Yates; Eduardo F. Barbosa; Nivio Ziviani (Inf. Syst., 1996)

Distributed Generation of Suffix Arrays. - Gonzalo Navarro 001; Joao Paulo Kitajima; Berthier A. Ribeiro-Neto; Nivio Ziviani (CPM, 1997)

Igrep - Um Sistema para Busca Aproximada em Textos Indexados. - Márcio Drumond Araújo; Nivio Ziviani (SBES, 1997)

Parallel Generation of Inverted Files for Distributed Text Collections. - Berthier A. Ribeiro-Neto; Joao Paulo Kitajima; Gonzalo Navarro 001; Cláudio R. G. Sant'Ana; Nivio Ziviani (SCCC, 1998)

Fast Searching on Compressed Text Allowing Errors. - Edleno Silva de Moura; Gonzalo Navarro 001; Nivio Ziviani; Ricardo A. Baeza-Yates (SIGIR, 1998)

Direct Pattern Matching on Compressed Text. - Edleno Silva de Moura; Gonzalo Navarro 001; Nivio Ziviani; Ricardo A. Baeza-Yates (SPIRE, 1998)

Efficient Distributed Algorithms to Build Inverted Files. - Berthier A. Ribeiro-Neto; Edleno Silva de Moura; Marden S. Neubert; Nivio Ziviani (SIGIR, 1999)

Linear Time Sorting of Skewed Distributions. - Edleno Silva de Moura; Gonzalo Navarro 001; Nivio Ziviani (SPIRE/CRIWG, 1999)

CoBWeb - A Crawler for the Brazilian Web. - Altigran Soares da Silva; Eveline A. Veloso; Paulo Braz Golgher; Berthier A. Ribeiro-Neto; Alberto H. F. Laender; Nivio Ziviani (SPIRE/CRIWG, 1999)

A Quantitative Analysis of the User Behavior of a Large E-Broker. - Virgílio A. F. Almeida; Wagner Meira Jr.; Victor F. Ribeiro; Nivio Ziviani (WECWIS, 1999)

Efficiency Analysis of Brokers in the Electronic Marketplace. - Virgílio A. F. Almeida; Wagner Meira Jr.; Victor F. Ribeiro; Nivio Ziviani (Comput. Networks, 1999)

Construção Eficiente de Índices para Bases de Dados Textuais. - Edleno Silva de Moura; Nivio Ziviani (SBBD, 2000)

Link-based and content-based evidential information in a belief network model. - Ilmério Silva; Berthier A. Ribeiro-Neto; Pável Calado; Edleno Silva de Moura; Nivio Ziviani (SIGIR, 2000)

Binary Searching with Nonuniform Costs and Its Application to Text Retrieval. - Gonzalo Navarro 001; Ricardo A. Baeza-Yates; Eduardo F. Barbosa; Nivio Ziviani; Walter Cunto (Algorithmica, 2000)

Compression: A Key for Next-Generation Text Retrieval Systems. - Nivio Ziviani; Edleno Silva de Moura; Gonzalo Navarro 001; Ricardo A. Baeza-Yates (Computer, 2000)

Adding Compression to Block Addressing Inverted Indexes. - Gonzalo Navarro 001; Edleno Silva de Moura; Marden S. Neubert; Nivio Ziviani; Ricardo A. Baeza-Yates (Inf. Retr., 2000)

Fast and flexible word searching on compressed text. - Edleno Silva de Moura; Gonzalo Navarro 001; Nivio Ziviani; Ricardo A. Baeza-Yates (ACM Trans. Inf. Syst., 2000)

Modelagem Vetorial Estendida por Regras de Associação. - Bruno Pôssas; Nivio Ziviani; Wagner Meira Jr.; Berthier A. Ribeiro-Neto (SBBD, 2001)

Rank-Preserving Two-Level Caching for Scalable Search Engines. - Patricia Correia Saraiva; Edleno Silva de Moura; Rodrigo C. Fonseca; Wagner Meira Jr.; Berthier A. Ribeiro-Neto; Nivio Ziviani (SIGIR, 2001)

Distributed Query Processing Using Partitioned Inverted Files. - Claudine Santos Badue; Ricardo A. Baeza-Yates; Berthier A. Ribeiro-Neto; Nivio Ziviani (SPIRE, 2001)

Expansão de Consultas Utilizando Indexação Semântica Latente. - Cristiane Amorim Mendes; Edleno Silva de Moura; Nivio Ziviani (SBBD, 2002)

Set-based model: a new approach for information retrieval. - Bruno Pôssas; Nivio Ziviani; Wagner Meira Jr.; Berthier A. Ribeiro-Neto (SIGIR, 2002)

Enhancing the Set-Based Model Using Proximity Information. - Bruno Pôssas; Nivio Ziviani; Wagner Meira Jr. (SPIRE, 2002)

Combining link-based and content-based methods for web document classification. - Pável Calado; Marco Cristo; Edleno Silva de Moura; Nivio Ziviani; Berthier A. Ribeiro-Neto; Marcos André Gonçalves (CIKM, 2003)

Using Association Rules to Discover Search Engines Related Queries. - Bruno M. Fonseca; Paulo Braz Golgher; Edleno Silva de Moura; Nivio Ziviani (LA-WEB, 2003)

Syntactic Similarity of Web Documents - Álvaro R. Pereira Jr.; Nivio Ziviani (LA-WEB, 2003)

Link Information as a Similarity Measure in Web Classification. - Marco Cristo; Pável Calado; Edleno Silva de Moura; Nivio Ziviani; Berthier A. Ribeiro-Neto (SPIRE, 2003)

Adding compression to next-generation text retrieval systems. - Nivio Ziviani; Edleno Silva de Moura (Adv. Comput., 2003)

Optimal binary search trees with costs depending on the access paths. - Jayme Luiz Szwarcfiter; Gonzalo Navarro 001; Ricardo A. Baeza-Yates; Joísa de S. Oliveira; Walter Cunto; Nivio Ziviani (Theor. Comput. Sci., 2003)

Local versus global link information in the Web. - Pável Calado; Berthier A. Ribeiro-Neto; Nivio Ziviani; Edleno Silva de Moura; Ilmério Silva (ACM Trans. Inf. Syst., 2003)

A Universal Model for XML Information Retrieval. - Maria Izabel Menezes Azevedo; Lucas Pantuza Amorim; Nivio Ziviani (INEX, 2004)

Processing Conjunctive and Phrase Queries with the Set-Based Model. - Bruno Pôssas; Nivio Ziviani; Berthier A. Ribeiro-Neto; Wagner Meira Jr. (SPIRE, 2004)

Discovering Search Engine Related Queries Using Association Rules. - Bruno M. Fonseca; Paulo Braz Golgher; Edleno Silva de Moura; Bruno Pôssas; Nivio Ziviani (J. Web Eng., 2004)

Retrieving Similar Documents from the Web. - Álvaro R. Pereira Jr.; Nivio Ziviani (J. Web Eng., 2004)

Concept-based interactive query expansion. - Bruno M. Fonseca; Paulo Braz Golgher; Bruno Pôssas; Berthier A. Ribeiro-Neto; Nivio Ziviani (CIKM, 2005)

Maximal termsets as a query structuring mechanism. - Bruno Pôssas; Nivio Ziviani; Berthier A. Ribeiro-Neto; Wagner Meira Jr. (CIKM, 2005)

WIM: An Information Mining Model for the Web. - Ricardo A. Baeza-Yates; Álvaro R. Pereira Jr.; Nivio Ziviani (LA-WEB, 2005)

Basic issues on the processing of web queries. - Claudine Santos Badue; Ramurti A. Barbosa; Paulo Braz Golgher; Berthier A. Ribeiro-Neto; Nivio Ziviani (SIGIR, 2005)

A Practical Minimal Perfect Hashing Method. - Fabiano C. Botelho; Yoshiharu Kohayakawa; Nivio Ziviani (WEA, 2005)

Set-based vector model: An efficient approach for correlation-based ranking. - Bruno Pôssas; Nivio Ziviani; Wagner Meira Jr.; Berthier A. Ribeiro-Neto (ACM Trans. Inf. Syst., 2005)

Modeling performance-driven workload characterization of web search systems. - Claudine Santos Badue; Ricardo A. Baeza-Yates; Berthier A. Ribeiro-Neto; Artur Ziviani; Nivio Ziviani (CIKM, 2006)

A comparative study of citations and links in document classification. - Thierson Couto; Marco Cristo; Marcos André Gonçalves; Pável Calado; Nivio Ziviani; Edleno Silva de Moura; Berthier A. Ribeiro-Neto (JCDL, 2006)

Understanding Content Reuse on the Web: Static and Dynamic Analyses. - Ricardo A. Baeza-Yates; Álvaro R. Pereira Jr.; Nivio Ziviani (WEBKDD, 2006)

Where and How Duplicates Occur in the Web. - Álvaro R. Pereira Jr.; Ricardo A. Baeza-Yates; Nivio Ziviani (LA-WEB, 2006)

Learning to advertise. - Anísio Lacerda; Marco Cristo; Marcos André Gonçalves; Weiguo Fan; Nivio Ziviani; Berthier A. Ribeiro-Neto (SIGIR, 2006)

Link-based similarity measures for the classification of Web documents. - Pável Calado; Marco Cristo; Marcos André Gonçalves; Edleno Silva de Moura; Berthier A. Ribeiro-Neto; Nivio Ziviani (J. Assoc. Inf. Sci. Technol., 2006)

External perfect hashing for very large key sets. - Fabiano C. Botelho; Nivio Ziviani (CIKM, 2007)

A Hypergraph Model for Computing Page Reputation on Web Collections. - Klessius Berlt; Edleno Silva de Moura; André Luiz da Costa Carvalho; Marco Cristo; Nivio Ziviani; Thierson Couto (SBBD, 2007)

Simple and Space-Efficient Minimal Perfect Hash Functions. - Fabiano C. Botelho; Rasmus Pagh; Nivio Ziviani (WADS, 2007)

Perfect Hashing for Data Management Applications - Fabiano C. Botelho; Rasmus Pagh; Nivio Ziviani (CoRR, 2007)

Analyzing imbalance among homogeneous index servers in a web search system. - Claudine Santos Badue; Ricardo A. Baeza-Yates; Berthier A. Ribeiro-Neto; Artur Ziviani; Nivio Ziviani (Inf. Process. Manag., 2007)

Distributed perfect hashing for very large key sets. - Fabiano C. Botelho; Daniel Galinkin; Wagner Meira Jr.; Nivio Ziviani (Infoscale, 2008)

A highly scalable perfect hashing algorithm. - Nivio Ziviani; Fabiano C. Botelho (Infoscale, 2008)

Using web information for creating publication venue authority files. - Denilson Alves Pereira; Berthier A. Ribeiro-Neto; Nivio Ziviani; Alberto H. F. Laender (JCDL, 2008)

Research Developments in Web Information Retrieval from Two Brazilian Universities. - Nivio Ziviani; Edleno Silva de Moura (LA-WEB, 2008)

Indexing Internal Memory with Minimal Perfect Hash Functions. - Fabiano C. Botelho; Hendrickson Reiter Langbehn; Guilherme Vale Menezes; Nivio Ziviani (SBBD, 2008)

Genealogical trees on the web: a search engine user perspective. - Ricardo Baeza-Yates; Álvaro R. Pereira Jr.; Nivio Ziviani (WWW, 2008)

Assessing the research and education quality of the top Brazilian Computer Science graduate programs. - Alberto H. F. Laender; Carlos José Pereira de Lucena; José Carlos Maldonado; Edmundo de Souza e Silva; Nivio Ziviani (ACM SIGCSE Bull., 2008)

Using web information for author name disambiguation. - Denilson Alves Pereira; Berthier A. Ribeiro-Neto; Nivio Ziviani; Alberto H. F. Laender; Marcos André Gonçalves; Anderson A. Ferreira (JCDL, 2009)

A model for fast web mining prototyping. - Álvaro R. Pereira Jr.; Ricardo Baeza-Yates; Nivio Ziviani; Jesus Bisbal (WSDM, 2009)

A geographical analysis of knowledge production in computer science. - Guilherme Vale Menezes; Nivio Ziviani; Alberto H. F. Laender; Virgílio A. F. Almeida (WWW, 2009)

Finding what is missing from a digital library: A case study in the Computer Science field. - Allan J. C. Silva; Marcos André Gonçalves; Alberto H. F. Laender; Marco A. B. Modesto; Marco Cristo; Nivio Ziviani (Inf. Process. Manag., 2009)

Demand-Driven Tag Recommendation. - Guilherme Vale Menezes; Jussara M. Almeida; Fabiano Belém; Marcos André Gonçalves; Anísio Lacerda; Edleno Silva de Moura; Gisele L. Pappa; Adriano Veloso; Nivio Ziviani (ECML/PKDD (2), 2010)

A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles. - Wladmir C. Brandão; Edleno Silva de Moura; Altigran Soares da Silva; Nivio Ziviani (SPIRE, 2010)

Capacity Planning for Vertical Search Engines - Claudine Santos Badue; Jussara M. Almeida; Virgílio A. F. Almeida; Ricardo Baeza-Yates; Berthier A. Ribeiro-Neto; Artur Ziviani; Nivio Ziviani (CoRR, 2010)

Classifying documents with link-based bibliometric measures. - Thierson Couto; Nivio Ziviani; Pável Calado; Marco Cristo; Marcos André Gonçalves; Edleno Silva de Moura; Wladmir C. Brandão (Inf. Retr., 2010)

Modeling the web as a hypergraph to compute page reputation. - Klessius Berlt; Edleno Silva de Moura; André Luiz da Costa Carvalho; Marco Cristo; Nivio Ziviani; Thierson Couto (Inf. Syst., 2010)

Assessing the quality of scientific conferences based on bibliographic citations. - Waister Silva Martins; Marcos André Gonçalves; Alberto H. F. Laender; Nivio Ziviani (Scientometrics, 2010)

A New Approach for Verifying URL Uniqueness in Web Crawlers. - Wallace Favoreto Henrique; Nivio Ziviani; Marco Antônio Pinheiro de Cristo; Edleno Silva de Moura; Altigran Soares da Silva; Cristiano R. de Carvalho (SPIRE, 2011)

Minimal perfect hashing: A competitive method for indexing internal memory. - Fabiano C. Botelho; Anísio Lacerda; Guilherme Vale Menezes; Nivio Ziviani (Inf. Sci., 2011)

A generic Web-based entity resolution framework. - Denilson Alves Pereira; Berthier A. Ribeiro-Neto; Nivio Ziviani; Alberto H. F. Laender; Marcos André Gonçalves (J. Assoc. Inf. Sci. Technol., 2011)

Information Retrieval Research at UFMG. - Nivio Ziviani; Marcos André Gonçalves; Edleno Silva de Moura; Berthier A. Ribeiro-Neto; Altigran Soares da Silva; Adriano Veloso (J. Inf. Data Manag., 2011)

Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities. - Aline Bessa; Alberto H. F. Laender; Adriano Veloso; Nivio Ziviani (AMW, 2012)

Automatic query expansion based on tag recommendation. - Vitor Campos de Oliveira; Guilherme de Castro Mendes Gomes; Fabiano Belém; Wladmir C. Brandão; Jussara M. Almeida; Nivio Ziviani; Marcos André Gonçalves (CIKM, 2012)

Pareto-efficient hybridization for multi-objective recommender systems. - Marco Túlio Ribeiro; Anísio Lacerda; Adriano Veloso; Nivio Ziviani (RecSys, 2012)

Selecting keywords to represent web pages using Wikipedia information. - Maisa Vidal; Guilherme Vale Menezes; Klessius Berlt; Edleno Silva de Moura; Karla Okada; Nivio Ziviani; David Fernandes de Oliveira; Marco Cristo (WebMedia, 2012)

Cores of random r-partite hypergraphs. - Fabiano C. Botelho; Nicholas C. Wormald; Nivio Ziviani (Inf. Process. Lett., 2012)

Using Taxonomies for Product Recommendation. - Osvaldo Matos-Junior; Nivio Ziviani; Fabiano C. Botelho; Marco Cristo; Anísio Lacerda; Altigran Soares da Silva (J. Inf. Data Manag., 2012)

Exploratory and interactive daily deals recommendation. - Anísio Lacerda; Adriano Veloso; Nivio Ziviani (RecSys, 2013)

Using Mutual Influence to Improve Recommendations. - Aline Bessa; Adriano Veloso; Nivio Ziviani (SPIRE, 2013)

Learning to Schedule Webpage Updates Using Genetic Programming. - Aécio S. R. Santos; Nivio Ziviani; Jussara M. Almeida; Cristiano R. de Carvalho; Edleno Silva de Moura; Altigran Soares da Silva (SPIRE, 2013)

Building user profiles to improve user experience in recommender systems. - Anísio Lacerda; Nivio Ziviani (WSDM, 2013)

Weighted slope one predictors revisited. - Danilo Menezes; Anísio Lacerda; Leila Silva; Adriano Veloso; Nivio Ziviani (WWW (Companion Volume), 2013)

R-Score: Reputation-based Scoring of Research Groups. - Sabir Ribas; Berthier A. Ribeiro-Neto; Edmundo de Souza e Silva; Nivio Ziviani (CoRR, 2013)

Practical perfect hashing in nearly optimal space. - Fabiano C. Botelho; Rasmus Pagh; Nivio Ziviani (Inf. Syst., 2013)

GUARD: A Genetic Unified Approach for Recommendation. - Adolfo P. Guimarães; Thales F. Costa; Anísio Lacerda; Gisele L. Pappa; Nivio Ziviani (J. Inf. Data Manag., 2013)

Learning Accurate and Interpretable Classifiers Using Optimal Multi-Criteria Rules. - Itamar Hata; Adriano Veloso; Nivio Ziviani (J. Inf. Data Manag., 2013)

Information-Theoretic Term Selection for New Item Recommendation. - Thales F. Costa; Anísio Lacerda; Rodrygo L. T. Santos; Nivio Ziviani (SPIRE, 2014)

Context-Aware Deal Size Prediction. - Anísio Lacerda; Adriano Veloso; Rodrygo L. T. Santos; Nivio Ziviani (SPIRE, 2014)

Learning to expand queries using entities. - Wladmir C. Brandão; Rodrygo L. T. Santos; Nivio Ziviani; Edleno Silva de Moura; Altigran Soares da Silva (J. Assoc. Inf. Sci. Technol., 2014)

Multiobjective Pareto-Efficient Approaches for Recommender Systems. - Marco Túlio Ribeiro; Nivio Ziviani; Edleno Silva de Moura; Itamar Hata; Anísio Lacerda; Adriano Veloso (ACM Trans. Intell. Syst. Technol., 2014)

Adding Value to Daily-Deals Recommendation: Multi-armed Bandits to Match Customers and Deals. - Anísio Lacerda; Adriano Veloso; Nivio Ziviani (BRACIS, 2015)

Random Walks on the Reputation Graph. - Sabir Ribas; Berthier A. Ribeiro-Neto; Rodrygo L. T. Santos; Edmundo de Souza e Silva; Alberto Ueda; Nivio Ziviani (ICTIR, 2015)

Using Reference Groups to Assess Academic Productivity in Computer Science. - Sabir Ribas; Berthier A. Ribeiro-Neto; Edmundo de Souza e Silva; Alberto Hideki Ueda; Nivio Ziviani (WWW (Companion Volume), 2015)

P-score: A Publication-based Metric for Academic Productivity. - Sabir Ribas; Berthier A. Ribeiro-Neto; Edmundo de Souza e Silva; Alberto Ueda; Nivio Ziviani (CoRR, 2015)

Improving daily deals recommendation using explore-then-exploit strategies. - Anísio Lacerda; Rodrygo L. T. Santos; Adriano Veloso; Nivio Ziviani (Inf. Retr. J., 2015)

A genetic programming framework to schedule webpage updates. - Aécio S. R. Santos; Cristiano R. de Carvalho; Jussara M. Almeida; Edleno Silva de Moura; Altigran S. da Silva; Nivio Ziviani (Inf. Retr. J., 2015)

UFMG at the TREC 2016 Dynamic Domain track. - Felipe Moraes; Rodrygo L. T. Santos; Nivio Ziviani (TREC, 2016)

Simplified Relative Citation Ratio for Static Paper Ranking: UFMG/LATIN at WSDM Cup 2016. - Sabir Ribas; Alberto Hideki Ueda; Rodrygo L. T. Santos; Berthier A. Ribeiro-Neto; Nivio Ziviani (CoRR, 2016)

Unsupervised and Scalable Algorithm for Learning Node Representations. - Tiago Pimentel; Adriano Veloso; Nivio Ziviani (ICLR (Workshop), 2017)

On Effective Dynamic Search in Specialized Domains. - Felipe Moraes; Rodrygo L. T. Santos; Nivio Ziviani (ICTIR, 2017)

Learning Transferable Features for Speech Emotion Recognition. - Alison Marczewski; Adriano Veloso; Nivio Ziviani (ACM Multimedia (Thematic Workshops), 2017)

Intent-Aware Semantic Query Annotation. - Rafael Glater; Rodrygo L. T. Santos; Nivio Ziviani (SIGIR, 2017)

Exploiting item co-utility to improve collaborative filtering recommendations. - Aline Bessa; Rodrygo L. T. Santos; Adriano Veloso; Nivio Ziviani (J. Assoc. Inf. Sci. Technol., 2017)

Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation. - Tiago Alves 002; Alberto H. F. Laender; Adriano Veloso; Nivio Ziviani (IEEE BigData, 2018)

Fast Node Embeddings: Learning Ego-Centric Representations. - Tiago Pimentel; Adriano Veloso; Nivio Ziviani (ICLR (Workshop), 2018)

Learning to Rank with Deep Autoencoder Features. - Alberto Albuquerque; Tiago Amador; Renato Ferreira 001; Adriano Veloso; Nivio Ziviani (IJCNN, 2018)

Effective Fashion Retrieval Based on Semantic Compositional Networks. - Dan Valle; Nivio Ziviani; Adriano Veloso (IJCNN, 2018)

Fast and Effective Neural Networks for Translating Natural Language into Denotations. - Tiago Pimentel; Juliano Viana; Adriano Veloso; Nivio Ziviani (SPIRE, 2018)

A Generalized Active Learning Approach for Unsupervised Anomaly Detection. - Tiago Pimentel; Marianne Monteiro; Juliano Viana; Adriano Veloso; Nivio Ziviani (CoRR, 2018)

Website replica detection with distant supervision. - Cristiano R. de Carvalho; Edleno Silva de Moura; Adriano Veloso; Nivio Ziviani (Inf. Retr. J., 2018)

Information and Data Management at PUC-Rio and UFMG. - António L. Furtado 001; Nivio Ziviani (Proc. VLDB Endow., 2018)

Efficient Estimation of Node Representations in Large Graphs using Linear Contexts. - Tiago Pimentel; Rafael Castro; Adriano Veloso; Nivio Ziviani (IJCNN, 2019)

Online learning to rank for sequential music recommendation. - Bruno L. Pereira; Alberto Ueda; Gustavo Penha; Rodrygo L. T. Santos; Nivio Ziviani (RecSys, 2019)

P-score: a reputation bibliographic index that complements citation counts. - João Mateus de Freitas Veneroso; Marlon Dias; Alberto Ueda; Sabir Ribas; Berthier A. Ribeiro-Neto; Nivio Ziviani; Edmundo de Souza e Silva (Scientometrics, 2019)

In Search of a Stochastic Model for the E-News Reader. - Bráulio Miranda Veloso; Renato M. Assunção; Anderson A. Ferreira; Nivio Ziviani (ACM Trans. Knowl. Discov. Data, 2019)

Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. - Dehua Chen; Amir Jalilifard; Adriano Veloso; Nivio Ziviani (IJCNN, 2020)

Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease. - Eduardo Nigri; Nivio Ziviani; Fábio A. M. Cappabianco; Augusto Antunes; Adriano Veloso (IJCNN, 2020)

Deep Active Learning for Anomaly Detection. - Tiago Pimentel; Marianne Monteiro; Adriano Veloso; Nivio Ziviani (IJCNN, 2020)

Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions. - Gianlucca L. Zuin; Adriano Veloso; João Cândido Portinari; Nivio Ziviani (IJCNN, 2020)

Predicting Software Defects with Explainable Machine Learning. - Geanderson E. dos Santos; Eduardo Figueiredo 001; Adriano Veloso; Markos Viggiato; Nivio Ziviani (SBQS, 2020)

Understanding machine learning software defect predictions. - Geanderson Esteves dos Santos; Eduardo Figueiredo 001; Adriano Veloso; Markos Viggiato; Nivio Ziviani (Autom. Softw. Eng., 2020)

Predicting the Evolution of Pain Relief: Ensemble Learning by Diversifying Model Explanations. - Anderson Bessa Da Costa; Larissa Moreira; Daniel Ciampi De Andrade; Adriano Veloso; Nivio Ziviani (ACM Trans. Comput. Heal., 2021)

Early identification of ICU patients at risk of complications: Regularization based on robustness and stability of explanations. - Tiago Amador; Saulo Saturnino; Adriano Veloso; Nivio Ziviani (Artif. Intell. Medicine, 2022)