Débora Corrêa

483 total citations
38 papers, 298 citations indexed

About

Débora Corrêa is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Débora Corrêa has authored 38 papers receiving a total of 298 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 16 papers in Signal Processing and 15 papers in Artificial Intelligence. Recurrent topics in Débora Corrêa's work include Music and Audio Processing (10 papers), Music Technology and Sound Studies (9 papers) and Complex Systems and Time Series Analysis (7 papers). Débora Corrêa is often cited by papers focused on Music and Audio Processing (10 papers), Music Technology and Sound Studies (9 papers) and Complex Systems and Time Series Analysis (7 papers). Débora Corrêa collaborates with scholars based in Australia, Brazil and Moldova. Débora Corrêa's co-authors include Francisco A. Rodrigues, Michael Small, David M. Walker, Luís Gustavo Nonato, Thomas Stemler, Alexandre L. M. Levada, Rodrigo Fernandes de Mello, John Duncan, Nelson D. A. Mascarenhas and Sally Thompson and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and Environmental Research Letters.

In The Last Decade

Débora Corrêa

36 papers receiving 284 citations

Peers

Countries citing papers authored by Débora Corrêa

Since Specialization

Citations

This map shows the geographic impact of Débora Corrêa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Débora Corrêa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Débora Corrêa more than expected).

Fields of papers citing papers by Débora Corrêa

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Débora Corrêa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Débora Corrêa. The network helps show where Débora Corrêa may publish in the future.

Co-authorship network of co-authors of Débora Corrêa

This figure shows the co-authorship network connecting the top 25 collaborators of Débora Corrêa. A scholar is included among the top collaborators of Débora Corrêa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Débora Corrêa. Débora Corrêa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Reservoir computing approaches to unsupervised concept drift detection in dynamical systems 2025 ·Chaos An Interdisciplinary Journal of Nonlinear Science ·(unknown), Débora Corrêa, Ayham Zaitouny, Michael Small, Thomas Jüngling	1
2	Network representations of attractors for change point detection 2023 ·Communications Physics ·(unknown), (unknown), Débora Corrêa, Thomas Stemler, Michael Small	0
3	Network of compression networks to extract useful information from multivariate time series 2023 ·Journal of Complex Networks ·David M. Walker, Débora Corrêa	1
4	Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology 2023 ·Chaos An Interdisciplinary Journal of Nonlinear Science ·(unknown), (unknown), Débora Corrêa, Michael Small, Thomas Stemler, David M. Walker	39
5	Reservoir time series analysis: Using the response of complex dynamical systems as a universal indicator of change 2022 ·Chaos An Interdisciplinary Journal of Nonlinear Science ·(unknown), Thomas Jüngling, Michael Small, Débora Corrêa, Ayham Zaitouny	8
6	Data-driven approach for labelling process plant event data 2022 ·International Journal of Prognostics and Health Management ·Débora Corrêa, Adriano Polpo, Michael Small, (unknown), (unknown), Melinda Hodkiewicz	5
7	Characterisation of neonatal cardiac dynamics using ordinal partition network 2022 ·Medical & Biological Engineering & Computing ·Laurita dos Santos, Débora Corrêa, David M. Walker, Moacir Fernandes de Godoy, Elbert E. N. Macau, Michael Small	5
8	Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance 2022 ·Expert Systems with Applications ·David M. Walker, Débora Corrêa, (unknown)	0
9	Deforestation-induced surface warming is influenced by the fragmentation and spatial extent of forest loss in Maritime Southeast Asia 2021 ·Environmental Research Letters ·(unknown), Débora Corrêa, John Duncan, Sally Thompson	24
10	On using the modularity of recurrence network communities to detect change-point behaviour 2021 ·Expert Systems with Applications ·David M. Walker, Ayham Zaitouny, Débora Corrêa	10
11	Constrained Markov order surrogates 2020 ·Physica D Nonlinear Phenomena ·Débora Corrêa, (unknown), Thomas Jüngling, Michael Small	3
12	Quantifying the generalization capacity of Markov models for melody prediction 2020 ·Physica A Statistical Mechanics and its Applications ·Débora Corrêa, Thomas Jüngling, Michael Small	4
13	Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing 2019 ·UWA Profiles and Research Repository (UWA) ·Thomas Jüngling, (unknown), Thomas Stemler, Débora Corrêa, David M. Walker, Michael Small	7
14	Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression Algorithm 2018 ·International Journal of Bifurcation and Chaos ·Débora Corrêa, David M. Walker, Michael Small	2
15	Concentric RadViz: Visual Exploration of Multi-task Classification 2015 ·(unknown), (unknown), Débora Corrêa, Fernando V. Paulovich, Afonso Paiva, Luís Gustavo Nonato	11
16	Similarity graph: visual exploration of song collections 2015 ·(unknown), Débora Corrêa, (unknown), Rodrigo Fernandes de Mello, Luís Gustavo Nonato	4
17	Finding Community Structure In Music Genres Networks. 2011 ·Zenodo (CERN European Organization for Nuclear Research) ·Débora Corrêa, Alexandre L. M. Levada, Luciano da Fontoura Costa	3
18	RBPCA MaxLike : A Novel Statistic Classifier for Face Recognition based on Block-Based PCA and Covariance Matrix Regularization 2010 ·UWA Profiles and Research Repository (University of Western Australia) ·(unknown), Nelson D. A. Mascarenhas, J. E. Moreira, Alexandre L. M. Levada, Débora Corrêa	2
19	Novel approaches for face recognition: Template-matching using Dynamic Time Warping and LSTM neural network supervised classification 2008 ·UWA Profiles and Research Repository (UWA) ·Alexandre L. M. Levada, Débora Corrêa, (unknown), (unknown), Nelson D. A. Mascarenhas	14
20	Neural network based systems for computer-aided musical composition 2008 ·Débora Corrêa, Alexandre L. M. Levada, (unknown), João Fernando Mari	3

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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