Nivio Ziviani

Orcid: 0000-0002-7079-2010

Affiliations:
  • Federal University of Minas Gerais, Belo Horizonte, Brazil


According to our database1, Nivio Ziviani authored at least 131 papers between 1982 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

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Bibliography

2022
Early identification of ICU patients at risk of complications: Regularization based on robustness and stability of explanations.
Artif. Intell. Medicine, 2022

2021
Predicting the Evolution of Pain Relief: Ensemble Learning by Diversifying Model Explanations.
ACM Trans. Comput. Heal., 2021

2020
Understanding machine learning software defect predictions.
Autom. Softw. Eng., 2020

Predicting Software Defects with Explainable Machine Learning.
Proceedings of the 19th Brazilian Symposium on Software Quality, 2020

Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Active Learning for Anomaly Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
In Search of a Stochastic Model for the E-News Reader.
ACM Trans. Knowl. Discov. Data, 2019

P-score: a reputation bibliographic index that complements citation counts.
Scientometrics, 2019

Online learning to rank for sequential music recommendation.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Efficient Estimation of Node Representations in Large Graphs using Linear Contexts.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Information and Data Management at PUC-Rio and UFMG.
Proc. VLDB Endow., 2018

Website replica detection with distant supervision.
Inf. Retr. J., 2018

A Generalized Active Learning Approach for Unsupervised Anomaly Detection.
CoRR, 2018

Fast and Effective Neural Networks for Translating Natural Language into Denotations.
Proceedings of the String Processing and Information Retrieval, 2018

Effective Fashion Retrieval Based on Semantic Compositional Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Learning to Rank with Deep Autoencoder Features.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Fast Node Embeddings: Learning Ego-Centric Representations.
Proceedings of the 6th International Conference on Learning Representations, 2018

Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Exploiting item co-utility to improve collaborative filtering recommendations.
J. Assoc. Inf. Sci. Technol., 2017

Intent-Aware Semantic Query Annotation.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Learning Transferable Features for Speech Emotion Recognition.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

On Effective Dynamic Search in Specialized Domains.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Unsupervised and Scalable Algorithm for Learning Node Representations.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Simplified Relative Citation Ratio for Static Paper Ranking: UFMG/LATIN at WSDM Cup 2016.
CoRR, 2016

UFMG at the TREC 2016 Dynamic Domain track.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

2015
A genetic programming framework to schedule webpage updates.
Inf. Retr. J., 2015

Improving daily deals recommendation using explore-then-exploit strategies.
Inf. Retr. J., 2015

P-score: A Publication-based Metric for Academic Productivity.
CoRR, 2015

Using Reference Groups to Assess Academic Productivity in Computer Science.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Random Walks on the Reputation Graph.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Adding Value to Daily-Deals Recommendation: Multi-armed Bandits to Match Customers and Deals.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014
Multiobjective Pareto-Efficient Approaches for Recommender Systems.
ACM Trans. Intell. Syst. Technol., 2014

Learning to expand queries using entities.
J. Assoc. Inf. Sci. Technol., 2014

Context-Aware Deal Size Prediction.
Proceedings of the String Processing and Information Retrieval, 2014

Information-Theoretic Term Selection for New Item Recommendation.
Proceedings of the String Processing and Information Retrieval, 2014

2013
Learning Accurate and Interpretable Classifiers Using Optimal Multi-Criteria Rules.
J. Inf. Data Manag., 2013

GUARD: A Genetic Unified Approach for Recommendation.
J. Inf. Data Manag., 2013

Practical perfect hashing in nearly optimal space.
Inf. Syst., 2013

R-Score: Reputation-based Scoring of Research Groups.
CoRR, 2013

Weighted slope one predictors revisited.
Proceedings of the 22nd International World Wide Web Conference, 2013

Building user profiles to improve user experience in recommender systems.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Learning to Schedule Webpage Updates Using Genetic Programming.
Proceedings of the String Processing and Information Retrieval, 2013

Using Mutual Influence to Improve Recommendations.
Proceedings of the String Processing and Information Retrieval, 2013

Exploratory and interactive daily deals recommendation.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2012
Using Taxonomies for Product Recommendation.
J. Inf. Data Manag., 2012

Cores of random r-partite hypergraphs.
Inf. Process. Lett., 2012

Selecting keywords to represent web pages using Wikipedia information.
Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Pareto-efficient hybridization for multi-objective recommender systems.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Automatic query expansion based on tag recommendation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities.
Proceedings of the 6th Alberto Mendelzon International Workshop on Foundations of Data Management, 2012

2011
Information Retrieval Research at UFMG.
J. Inf. Data Manag., 2011

A generic Web-based entity resolution framework.
J. Assoc. Inf. Sci. Technol., 2011

Minimal perfect hashing: A competitive method for indexing internal memory.
Inf. Sci., 2011

A New Approach for Verifying URL Uniqueness in Web Crawlers.
Proceedings of the String Processing and Information Retrieval, 2011

2010
Assessing the quality of scientific conferences based on bibliographic citations.
Scientometrics, 2010

Modeling the web as a hypergraph to compute page reputation.
Inf. Syst., 2010

Classifying documents with link-based bibliometric measures.
Inf. Retr., 2010

Capacity Planning for Vertical Search Engines
CoRR, 2010

A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles.
Proceedings of the String Processing and Information Retrieval, 2010

Demand-Driven Tag Recommendation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009
Finding what is missing from a digital library: A case study in the Computer Science field.
Inf. Process. Manag., 2009

A geographical analysis of knowledge production in computer science.
Proceedings of the 18th International Conference on World Wide Web, 2009

A model for fast web mining prototyping.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Using web information for author name disambiguation.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

2008
Assessing the research and education quality of the top Brazilian Computer Science graduate programs.
ACM SIGCSE Bull., 2008

Genealogical trees on the web: a search engine user perspective.
Proceedings of the 17th International Conference on World Wide Web, 2008

Indexing Internal Memory with Minimal Perfect Hash Functions.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008

Research Developments in Web Information Retrieval from Two Brazilian Universities.
Proceedings of the Latin American Web Conference, 2008

Using web information for creating publication venue authority files.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

A highly scalable perfect hashing algorithm.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

Distributed perfect hashing for very large key sets.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

2007
Analyzing imbalance among homogeneous index servers in a web search system.
Inf. Process. Manag., 2007

Perfect Hashing for Data Management Applications
CoRR, 2007

Simple and Space-Efficient Minimal Perfect Hash Functions.
Proceedings of the Algorithms and Data Structures, 10th International Workshop, 2007

A Hypergraph Model for Computing Page Reputation on Web Collections.
Proceedings of the XXII Simpósio Brasileiro de Banco de Dados, 2007

External perfect hashing for very large key sets.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
Link-based similarity measures for the classification of Web documents.
J. Assoc. Inf. Sci. Technol., 2006

Learning to advertise.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Where and How Duplicates Occur in the Web.
Proceedings of the Fourth Latin American Web Congress (LA-Web 2006), 2006

Understanding Content Reuse on the Web: Static and Dynamic Analyses.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

A comparative study of citations and links in document classification.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006

Modeling performance-driven workload characterization of web search systems.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Set-based vector model: An efficient approach for correlation-based ranking.
ACM Trans. Inf. Syst., 2005

A Practical Minimal Perfect Hashing Method.
Proceedings of the Experimental and Efficient Algorithms, 4th InternationalWorkshop, 2005

Basic issues on the processing of web queries.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

WIM: An Information Mining Model for the Web.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Maximal termsets as a query structuring mechanism.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Concept-based interactive query expansion.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Retrieving Similar Documents from the Web.
J. Web Eng., 2004

Discovering Search Engine Related Queries Using Association Rules.
J. Web Eng., 2004

Processing Conjunctive and Phrase Queries with the Set-Based Model.
Proceedings of the String Processing and Information Retrieval, 2004

A Universal Model for XML Information Retrieval.
Proceedings of the Advances in XML Information Retrieval, 2004

2003
Local versus global link information in the Web.
ACM Trans. Inf. Syst., 2003

Optimal binary search trees with costs depending on the access paths.
Theor. Comput. Sci., 2003

Adding compression to next-generation text retrieval systems.
Adv. Comput., 2003

Link Information as a Similarity Measure in Web Classification.
Proceedings of the String Processing and Information Retrieval, 2003

Syntactic Similarity of Web Documents
Proceedings of the 1st Latin American Web Congress (LA-WEB 2003), 2003

Using Association Rules to Discover Search Engines Related Queries.
Proceedings of the 1st Latin American Web Congress (LA-WEB 2003), 2003

Combining link-based and content-based methods for web document classification.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Enhancing the Set-Based Model Using Proximity Information.
Proceedings of the String Processing and Information Retrieval, 2002

Set-based model: a new approach for information retrieval.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Expansão de Consultas Utilizando Indexação Semântica Latente.
Proceedings of the XVII Simpósio Brasileiro de Banco de Dados, 2002

2001
Distributed Query Processing Using Partitioned Inverted Files.
Proceedings of the Eighth International Symposium on String Processing and Information Retrieval, 2001

Rank-Preserving Two-Level Caching for Scalable Search Engines.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Modelagem Vetorial Estendida por Regras de Associação.
Proceedings of the XVI Simpósio Brasileiro de Banco de Dados, 2001

2000
Fast and flexible word searching on compressed text.
ACM Trans. Inf. Syst., 2000

Adding Compression to Block Addressing Inverted Indexes.
Inf. Retr., 2000

Compression: A Key for Next-Generation Text Retrieval Systems.
Computer, 2000

Binary Searching with Nonuniform Costs and Its Application to Text Retrieval.
Algorithmica, 2000

Link-based and content-based evidential information in a belief network model.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

Construção Eficiente de Índices para Bases de Dados Textuais.
Proceedings of the XV Simpósio Brasileiro de Banco de Dados, 2000

1999
Efficiency Analysis of Brokers in the Electronic Marketplace.
Comput. Networks, 1999

A Quantitative Analysis of the User Behavior of a Large E-Broker.
Proceedings of the First International Workshop on Advance Issues of E-Commerce and Web-Based Information Systems, 1999

CoBWeb - A Crawler for the Brazilian Web.
Proceedings of the Sixth International Symposium on String Processing and Information Retrieval and Fifth International Workshop on Groupware, 1999

Linear Time Sorting of Skewed Distributions.
Proceedings of the Sixth International Symposium on String Processing and Information Retrieval and Fifth International Workshop on Groupware, 1999

Efficient Distributed Algorithms to Build Inverted Files.
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

1998
Direct Pattern Matching on Compressed Text.
Proceedings of the String Processing and Information Retrieval: A South American Symposium, 1998

Fast Searching on Compressed Text Allowing Errors.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

Parallel Generation of Inverted Files for Distributed Text Collections.
Proceedings of 18th International Conference of the Chilean Computer Science Society (SCCC '98), 1998

1997
Igrep - Um Sistema para Busca Aproximada em Textos Indexados.
Proceedings of the 11th Brazilian Symposium on Software Engineering, 1997

Distributed Generation of Suffix Arrays.
Proceedings of the Combinatorial Pattern Matching, 8th Annual Symposium, 1997

1996
Hierarchies of Indices for Text Searching.
Inf. Syst., 1996

1995
Optimized Binary Search and Text Retrieval.
Proceedings of the Algorithms, 1995

1992
Improved Bounds for the Expected Behaviour of AVL Trees.
BIT, 1992

1991
A system for efficient full-text retrieval.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 1991, 3rd International Conference, Universitad Autonoma de Barcelona, Spain, April 2, 1991

1990
Expected Behaviour Analysis of AVL Trees.
Proceedings of the SWAT 90, 1990

1987
The telephonic switching centre network problem: formalization and computational experience.
Discret. Appl. Math., 1987

1985
The Analysis of an Inproved Symmetric Binary B-Tree Algorithm.
Comput. J., 1985

1982
The Theory of Fringe Analysis and Its Application to 2-3 Trees and B-Trees
Inf. Control., 1982


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