Search Results - "Oliveira, Maria Cristina Ferreira de"

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    Soundscape Characterization Using Autoencoders and Unsupervised Learning by Nieto-Mora, Daniel Alexis, Ferreira de Oliveira, Maria Cristina, Sanchez-Giraldo, Camilo, Duque-Muñoz, Leonardo, Isaza-Narváez, Claudia, Martínez-Vargas, Juan David

    Published in Sensors (Basel, Switzerland) (18-04-2024)
    “…Passive acoustic monitoring (PAM) through acoustic recorder units (ARUs) shows promise in detecting early landscape changes linked to functional and structural…”
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    Journal Article
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    A coarsening method for bipartite networks via weight-constrained label propagation by Valejo, Alan, Faleiros, Thiago, Oliveira, Maria Cristina Ferreira de, Lopes, Alneu de Andrade

    Published in Knowledge-based systems (11-05-2020)
    “…A multilevel method is a scalable strategy to solve optimization problems in large bipartite networks, which operates in three stages. Initially the input…”
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    Journal Article
  3. 3

    A benchmarking tool for the generation of bipartite network models with overlapping communities by Valejo, Alan, Góes, Fabiana, Romanetto, Luzia, Ferreira de Oliveira, Maria Cristina, de Andrade Lopes, Alneu

    Published in Knowledge and information systems (01-04-2020)
    “…Many real-world networks display hidden community structures with important potential implications in their dynamics. Many algorithms highly relevant to…”
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    Journal Article
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    Perception-Based Evaluation of Projection Methods for Multidimensional Data Visualization by Etemadpour, Ronak, Motta, Robson, de Souza Paiva, Jose Gustavo, Minghim, Rosane, Ferreira de Oliveira, Maria Cristina, Linsen, Lars

    “…Similarity-based layouts generated by multidimensional projections or other dimension reduction techniques are commonly used to visualize high-dimensional…”
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    Journal Article
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    An incremental space to visualize dynamic data sets by de Pinho, Roberto Dantas, de Oliveira, Maria Cristina Ferreira, de Andrade Lopes, Alneu

    Published in Multimedia tools and applications (01-12-2010)
    “…In Information Visualization, adding and removing data elements can strongly impact the underlying visual space. We have developed an inherently incremental…”
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    Journal Article
  6. 6

    Multilevel approach for combinatorial optimization in bipartite network by Valejo, Alan, Ferreira de Oliveira, Maria Cristina, Filho, Geraldo P.R., Lopes, Alneu de Andrade

    Published in Knowledge-based systems (01-07-2018)
    “…•A novel multilevel optimization method applicable to problems modeled as bipartite network.•Two novel efficient matching algorithms, as well as novel…”
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    Journal Article
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    Region Growing for Segmenting Green Microalgae Images by Borges, Vinicius R. P., de Oliveira, Maria Cristina F., Garcia Silva, Thais, Henriques Vieira, Armando Augusto, Hamann, Bernd

    “…We describe a specialized methodology for segmenting 2D microscopy digital images of freshwater green microalgae. The goal is to obtain representative algae…”
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    Journal Article
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    Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks by Valejo, Alan Demétrius Baria, Fabbri, Renato, de Andrade Lopes, Alneu, Zhao, Liang, de Oliveira, Maria Cristina Ferreira

    “…Bipartite networks are pervasive in modeling real-world phenomena and play a fundamental role in graph theory. Interactive exploratory visualization of such…”
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    Journal Article
  9. 9

    HexBoard: Conveying Pairwise Similarity in an Incremental Visualization Space by Pinho, Roberto, de Oliveira, Maria Cristina Ferreira

    “…We introduce the HexBoard space and visualization tool, that provides an incremental visualization space that conveys pairwise similarity among all neighboring…”
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    Conference Proceeding
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    Coordinated and Multiple Views for Visualizing Text Collections by Eler, D.M., Paulovich, F.V., Oliveira, M., Minghim, R.

    “…Multiple views have been put forward as an alternative to assist exploration of evolving phenomena or associations between distinct data sets or distinct…”
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    Conference Proceeding
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    Topic-Based Coordination for Visual Analysis of Evolving Document Collections by Eler, D.M., Paulovich, F.V., de Oliveira, M.C.F., Minghim, R.

    “…Document interpretation is a crucial task in many visual analytics applications, made harder by the widespread availability of freely available textual files…”
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    Conference Proceeding
  12. 12

    Music Genre Classification Using Traditional and Relational Approaches by Valverde-Rebaza, Jorge, Soriano, Aurea, Berton, Lilian, Ferreira de Oliveira, Maria Cristina, De Andrade Lopes, Alneu

    “…Given the huge size of music collections available on the Web, automatic genre classification is crucial for the organization, search, retrieval and…”
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    Conference Proceeding
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