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Lorena, Ana C.
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1

Trusting My Predictions: On the Value of Instance-Level Ana..:

Lorena, Ana C. ; Paiva, Pedro Y. A. ; Prudêncio, Ricardo B. C.
ACM Computing Surveys.  56 (2024)  7 - p. 1-28 , 2024
Link: https://doi.org/10.1145/..
 
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2

Model Performance Prediction: A Meta-Learning Approach for ..:

, In: Lecture Notes in Computer Science; Hybrid Artificial Intelligent Systems,
Melo, Fernanda A. ; de Carvalho, André C. P. L. F. ; Lorena, Ana C.. - p. 51-62 , 2023
Link: https://doi.org/10.1007/..
 
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3

Complexity-Driven Sampling for Bagging:

, In: Intelligent Data Engineering and Automated Learning – IDEAL 2023; Lecture Notes in Computer Science,
Lancho, Carmen ; C. P. de Souto, Marcilio ; Lorena, Ana C.. - p. 15-21 , 2023
Link: https://doi.org/10.1007/..
 
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4

A Study of the Correlation of Metafeatures Used for Metalea..:

, In: Advances in Computational Intelligence; Lecture Notes in Computer Science,
Rivolli, Adriano ; Garcia, Luís P. F. ; Lorena, Ana C.. - p. 471-483 , 2021
Link: https://doi.org/10.1007/..
 
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5

Assessing the data complexity of imbalanced datasets:

Barella, Victor H. ; Garcia, Luís P.F. ; de Souto, Marcilio C.P...
Information Sciences.  553 (2021)  - p. 83-109 , 2021
Link: https://doi.org/10.1016/..
 
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6

Evaluating Data Characterization Measures for Clustering Pr..:

, In: Neural Information Processing; Lecture Notes in Computer Science,
Fernandes, Luiz Henrique dos S. ; de Souto, Marcilio C. P. ; Lorena, Ana C. - p. 621-632 , 2021
Link: https://doi.org/10.1007/..
 
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7

Monitoring Night Skies with Deep Learning:

, In: Communications in Computer and Information Science; Neural Information Processing,
Galindo, Yuri ; De Cicco, Marcelo ; Quiles, Marcos G.. - p. 460-468 , 2020
Link: https://doi.org/10.1007/..
 
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8

Measuring Instance Hardness Using Data Complexity Measures:

, In: Intelligent Systems; Lecture Notes in Computer Science,
Arruda, José L. M. ; Prudêncio, Ricardo B. C. ; Lorena, Ana C. - p. 483-497 , 2020
Link: https://doi.org/10.1007/..
 
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9

How Complex Is Your Classification Problem? : A Survey o..:

Lorena, Ana C. ; Garcia, Luís P. F. ; Lehmann, Jens..
ACM Computing Surveys (CSUR).  52 (2019)  5 - p. 1-34 , 2019
Link: https://dl.acm.org/doi/1..
 
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10

How Complex Is Your Classification Problem?: A Survey on Me..:

Lorena, Ana C. ; Garcia, Luís P. F. ; Lehmann, Jens..
ACM Computing Surveys.  52 (2019)  5 - p. 1-34 , 2019
Link: https://doi.org/10.1145/..
 
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11

New label noise injection methods for the evaluation of noi..:

Garcia, Luís P.F. ; Lehmann, Jens ; de Carvalho, André C.P.L.F..
Knowledge-Based Systems.  163 (2019)  - p. 693-704 , 2019
Link: https://doi.org/10.1016/..
 
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12

Data complexity measures in feature selection:

, In: 2019 International Joint Conference on Neural Networks (IJCNN),
Okimoto, Lucas C. ; Lorena, Ana C. - p. 1-8 , 2019
Link: https://doi.org/10.1109/..
 
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13

Gene Essentiality Prediction Using Topological Features Fro..:

, In: 2018 7th Brazilian Conference on Intelligent Systems (BRACIS),
Nagai, James S. ; Sousa, Herio ; Aono, Alexandre H... - p. 91-96 , 2018
Link: https://doi.org/10.1109/..
 
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14

Using complexity measures to determine the structure of dir..:

Quiterio, Thaise M. ; Lorena, Ana C.
Applied Soft Computing.  65 (2018)  - p. 428-442 , 2018
Link: https://doi.org/10.1016/..
 
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15

Data complexity meta-features for regression problems:

Lorena, Ana C. ; Maciel, Aron I. ; de Miranda, Péricles B. C...
Machine Learning.  107 (2017)  1 - p. 209-246 , 2017
Link: https://doi.org/10.1007/..
 
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