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Sheryl Brahnam

Missouri State University

35H-index
182Paper Count
5.2KCitation Count
Published Papers 42
Publication Date
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Deep Ensembles and Multisensor Data for Global LCZ Mapping: Insights from So2Sat LCZ42
errALGORITHMS
IF2.1
err2025-10-17
err0
errOAAI
errNanni, Loris; Brahnam, Sheryl
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Insect identification by combining different neural networks
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-05-01
err0
PREAI
errNanni, Loris; Maritan, Nicola; Fusaro, Daniel; Brahnam, Sheryl; Meneguolo, Francesco Boscolo; Sgaravatto, Maria
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Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera Data
errSENSORS
IF3.5
err2025-04-02
err0
errOAAI
errNanni, Loris; Brahnam, Sheryl; Ruta, Matteo; Fabris, Daniele; Bacheto, Martina Boscolo; Milanello, Tommaso
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An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errNanni, Loris; Brahnam, Sheryl; Loreggia, Andrea
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Varied Image Data Augmentation Methods for Building Ensemble
errIEEE ACCESS
IF3.6
err2023-01-01
err15
errOAAI
errBravin, Riccardo; Nanni, Loris; Loreggia, Andrea; Brahnam, Sheryl; Paci, Michelangelo
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Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets
errSENSORS
IF3.5
err2022-08-16
err17
errOAAI
errNanni, Loris; Brahnam, Sheryl; Paci, Michelangelo; Ghidoni, Stefano
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High performing ensemble of convolutional neural networks for insect pest image detection
errECOLOGICAL INFORMATICS
IF7.3
err2022-03-01
err52
errOAAI
errNanni, Loris; Manfe, Alessandro; Maguolo, Gianluca; Lumini, Alessandra; Brahnam, Sheryl
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Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks
errSENSORS
IF3.5
err2021-08-29
err4
errOAAI
errNanni, Loris; Minchio, Giovanni; Brahnam, Sheryl; Sarraggiotto, Davide; Lumini, Alessandra
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Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks
errSENSORS
IF3.5
err2021-02-24
err8
errOAAI
errNanni, Loris; Minchio, Giovanni; Brahnam, Sheryl; Maguolo, Gianluca; Lumini, Alessandra
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Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from Gaussian of Local Descriptors
errAPPLIED COMPUTING AND INFORMATICS
IF4.9
err2020-07-17
err17
errOAAI
errBrahnam, Sheryl; McMurtrey, Shannon; Nanni, Loris; Lumini, Alessandra; Brattin, Rick; Slack, Melinda; Barrier, Tonya
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errSave
Ensemble of convolutional neural networks for bioimage classification
errAPPLIED COMPUTING AND INFORMATICS
IF4.9
err2020-07-16
err52
errOAAI
errNanni, Loris; Ghidon, Stefano; Brahnam, Sheryl
errShare
errSave
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-03-01
err8
errOAAI
errNanni, Loris; Lumini, Alessandra; Pasquali, Federica; Brahnam, Sheryl
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errSave
Face Detection Ensemble with Methods Using Depth Information to Filter False Positives
errSENSORS
IF3.5
err2019-11-28
err7
errOAAI
errNanni, Loris; Brahnam, Sheryl; Lumini, Alessandra
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errSave
Texture descriptors and voxels for the early diagnosis of Alzheimer's disease
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2019-06-01
err33
errOAAI
errNanni, Loris; Brahnam, Sheryl; Salvatore, Christian; Castiglioni, Isabella
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errSave
Texture descriptors for representing feature vectors
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-05-01
err4
PREAI
errNanni, Loris; Brahnam, Sheryl; Lumini, Alessandra
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errSave
Bioimage Classification with Handcrafted and Learned Features
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2019-05-01
err27
PREAI
errNanni, Loris; Brahnam, Sheryl; Ghidoni, Stefano; Lumini, Alessandra
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errSave
Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches
errAPPLIED SOFT COMPUTING
IF6.6
err2017-12-01
err17
PREAI
errNanni, Loris; Lumini, Alessandra; Brahnam, Sheryl
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errSave
Handcrafted vs. non-handcrafted features for computer vision classification
errPATTERN RECOGNITION
IF7.6
err2017-11-01
err378
PREAI
errNanni, Loris; Ghidoni, Stefano; Brahnam, Sheryl
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errSave
An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-10-01
err9
PREAI
errNanni, Loris; Paci, Michelangelo; Brahnam, Sheryl; Ghidoni, Stefano
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errSave
Combining visual and acoustic features for audio classification tasks
errPATTERN RECOGNITION LETTERS
IF3.3
err2017-03-01
err62
PREAI
errNanni, L.; Costa, Y. M. G.; Lucio, D. R.; Silla, C. N., Jr.; Brahnam, S.
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Research Directions

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Co-authors
Cooperation Journals
L
Loris Nanni
H-index: 53 · Papers: 392
A
Alessandra Lumini
H-index: 46 · Papers: 269
I
Isabella Castiglioni
H-index: 46 · Papers: 261
F
Frank Y. Shih
H-index: 43 · Papers: 363
E
Emanuele Menegatti
H-index: 34 · Papers: 323
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