World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
38
Citations
5448
World Ranking
10332
National Ranking
32

Overview

Nivio Ziviani is affiliated with the Universidade Federal de Minas Gerais in Brazil. Their research spans multiple fields with a particular focus on computer science and medicine. The scientist's work integrates disciplines such as molecular biology, artificial intelligence, software engineering, modeling and simulation, and radiology, nuclear medicine and imaging.

The core topics addressed in their research include:

  • Machine Learning in Healthcare
  • COVID-19 epidemiological studies
  • COVID-19 diagnosis using AI
  • Biomedical Text Mining and Ontologies
  • Software Engineering Research
  • Software Reliability and Analysis Research
  • Software Testing and Debugging Techniques

Nivio Ziviani's published papers cover various aspects of these topics and have appeared in several journals and preprint archives. Notable recent publications include:

  • "Understanding machine learning software defect predictions", 2020, Automated Software Engineering
  • "A Novel Panel of Plasma Proteins Predicts Progression in Prodromal Alzheimer's Disease", 2022, Journal of Alzheimer s Disease
  • "Early identification of ICU patients at risk of complications: Regularization based on robustness and stability of explanations", 2022, Artificial Intelligence in Medicine
  • "Explainable death toll motion modeling: COVID-19 narratives and counterfactuals", 2020, bioRxiv (Cold Spring Harbor Laboratory)
  • "Predicting the Evolution of Pain Relief", 2021, ACM Transactions on Computing for Healthcare

Frequent publication venues where the scientist's work appears are:

  • arXiv (Cornell University) with 2 publications
  • Automated Software Engineering
  • Journal of Alzheimer s Disease
  • Artificial Intelligence in Medicine
  • bioRxiv (Cold Spring Harbor Laboratory)

Collaboration is a notable element of their research. Frequent co-authors include:

  • Adriano Veloso
  • Geanderson E. dos Santos
  • Eduardo Figueiredo
  • Markos Viggiato
  • Daniella Castro Araújo

Best Publications

  • Fast and flexible word searching on compressed text

    Edleno Silva de Moura;Gonzalo Navarro;Nivio Ziviani;Ricardo Baeza-Yates

  • Concept-based interactive query expansion

    Bruno M. Fonseca;Paulo Golgher;Bruno Pôssas;Berthier Ribeiro-Neto

  • Learning to advertise

    Anísio Lacerda;Marco Cristo;Marcos André Gonçalves;Weiguo Fan

  • Rank-preserving two-level caching for scalable search engines

    Patricia Correia Saraiva;Edleno Silva de Moura;Nivio Ziviani;Wagner Meira

  • Compression: a key for next-generation text retrieval systems

    N. Ziviani;E. Silva de Moura;G. Navarro;R. Baeza-Yates

  • Using association rules to discover search engines related queries

    B.M. Fonseca;P.B. Golgher;E.S. de Moura;N. Ziviani

  • Combining link-based and content-based methods for web document classification

    Pável Calado;Marco Cristo;Edleno Moura;Nivio Ziviani

  • Multiobjective Pareto-Efficient Approaches for Recommender Systems

    Marco Tulio Ribeiro;Nivio Ziviani;Edleno Silva De Moura;Itamar Hata

  • Adding Compression to Block Addressing Inverted Indexes

    Gonzalo Navarro;Edleno Silva De Moura;Marden Neubert;Nivio Ziviani

  • Pareto-efficient hybridization for multi-objective recommender systems

    Marco Tulio Ribeiro;Anisio Lacerda;Adriano Veloso;Nivio Ziviani

  • Distributed query processing using partitioned inverted files

    C. Badue;B. Ribeiro-Neto;R. Baeza-Yates;N. Ziviani

  • Simple and space-efficient minimal perfect hash functions

    Fabiano C. Botelho;Rasmus Pagh;Nivio Ziviani

  • Link-based and content-based evidential information in a belief network model

    Ilmério Silva;Berthier Ribeiro-Neto;Pável Calado;Edleno Moura

  • Using web information for author name disambiguation

    Denilson Alves Pereira;Berthier Ribeiro-Neto;Nivio Ziviani;Alberto H.F. Laender

  • Link-based similarity measures for the classification of Web documents

    Pável Calado;Marco Cristo;Marcos André Gonçalves;Edleno S. de Moura

  • Local versus global link information in the Web

    Pável Calado;Berthier Ribeiro-Neto;Nivio Ziviani;Edleno Moura

  • Efficient distributed algorithms to build inverted files

    Berthier Ribeiro-Neto;Edleno S. Moura;Marden S. Neubert;Nivio Ziviani

  • Fast searching on compressed text allowing errors

    Edleno Silva de Moura;Gonzalo Navarro;Nivio Ziviani;Ricardo Baeza-Yates

  • Understanding machine learning software defect predictions

    Geanderson Esteves;Eduardo Figueiredo;Adriano Veloso;Markos Viggiato

  • Discovering search engine related queries using association rules

    Bruno M. Fonseca;Paulo B. Golgher;Edleno S. De Moura;Bruno Pôssas

  • Using association rules to discover related queries on search engines

    Bruno M. Fonseca;Paulo B. Golgher;Edleno S. de Moura;Nivio Ziviani

Frequent Co-Authors

Adriano Veloso
Adriano Veloso Universidade Federal de Minas Gerais
Edleno Silva de Moura
Edleno Silva de Moura Federal University of Amazonas
Berthier Ribeiro-Neto
Berthier Ribeiro-Neto Universidade Federal de Minas Gerais
Ricardo Baeza-Yates
Ricardo Baeza-Yates Royal Institute of Technology
Alberto H. F. Laender
Alberto H. F. Laender Universidade Federal de Minas Gerais
Marcos André Gonçalves
Marcos André Gonçalves Universidade Federal de Minas Gerais
Wagner Meira
Wagner Meira Universidade Federal de Minas Gerais
gonzalo navarro
gonzalo navarro University of Chile
Alistair Moffat
Alistair Moffat University of Melbourne
Jussara M. Almeida
Jussara M. Almeida Universidade Federal de Minas Gerais

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