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Sheryl Brahnam
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2020 – today
- 2024
- [j58]Loris Nanni
, Sheryl Brahnam
An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images. IEEE Access 12: 74218-74229 (2024) - [j57]Loris Nanni
Vector to matrix representation for CNN networks for classifying astronomical data. Astron. Comput. 49: 100864 (2024) - 2023
- [j56]Riccardo Bravin
Varied Image Data Augmentation Methods for Building Ensemble. IEEE Access 11: 8810-8823 (2023) - [c22]Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP 2023: 1-5 - 2022
- [j55]Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam:
High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics 67: 101515 (2022) - [j54]Martino Trapanotto, Loris Nanni
Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations. J. Imaging 8(4): 96 (2022) - [j53]Loris Nanni
Feature transforms for image data augmentation. Neural Comput. Appl. 34(24): 22345-22356 (2022) - [j52]Loris Nanni
Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets. Sensors 22(16): 6129 (2022) - [p5]Alessandra Lumini, Loris Nanni, Sheryl Brahnam:
Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. Advances in Selected Artificial Intelligence Areas 2022: 77-102 - [i10]Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini:
Feature transforms for image data augmentation. CoRR abs/2201.09700 (2022) - 2021
- [j51]Diego Baldissera, Loris Nanni
Postprocessing for Skin Detection. J. Imaging 7(6): 95 (2021) - [j50]Loris Nanni
Deep Features for Training Support Vector Machines. J. Imaging 7(9): 177 (2021) - [j49]Loris Nanni
Comparison of Different Image Data Augmentation Approaches. J. Imaging 7(12): 254 (2021) - [j48]Loris Nanni
Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors 21(5): 1573 (2021) - [j47]Loris Nanni
Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks. Sensors 21(17): 5809 (2021) - [i9]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Neural networks for Anatomical Therapeutic Chemical (ATC). CoRR abs/2101.11713 (2021) - [i8]Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci:
Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR abs/2103.15898 (2021) - [i7]Loris Nanni, Stefano Ghidoni, Sheryl Brahnam:
Deep Features for training Support Vector Machine. CoRR abs/2104.03488 (2021) - [i6]Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam:
High performing ensemble of convolutional neural networks for insect pest image detection. CoRR abs/2108.12539 (2021) - [i5]Loris Nanni, Alessandra Lumini, Alessandro Manfe, Sheryl Brahnam, Giorgio Venturin:
Gated recurrent units and temporal convolutional network for multilabel classification. CoRR abs/2110.04414 (2021) - [i4]Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, Sheryl Brahnam:
Deep ensembles in bioimage segmentation. CoRR abs/2112.12955 (2021) - 2020
- [j46]Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. 2020(1): 8 (2020) - [j45]Loris Nanni, Alessandra Lumini
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. Expert Syst. Appl. 142 (2020) - [j44]Loris Nanni, Sheryl Brahnam, Gianluca Maguolo:
Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. Int. J. Nat. Comput. Res. 9(3): 16-29 (2020) - [e3]Ilias Maglogiannis, Sheryl Brahnam, Lakhmi C. Jain:
Advanced Computational Intelligence in Healthcare - 7 - Biomedical Informatics. Studies in Computational Intelligence 891, Springer 2020, ISBN 978-3-662-61112-8 [contents] - [i3]Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci:
An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR abs/2007.07966 (2020)
2010 – 2019
- 2019
- [j43]Loris Nanni, Sheryl Brahnam
Texture descriptors and voxels for the early diagnosis of Alzheimer's disease. Artif. Intell. Medicine 97: 19-26 (2019) - [j42]Loris Nanni, Sheryl Brahnam:
Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins. Bioinform. 35(11): 1844-1851 (2019) - [j41]Loris Nanni, Sheryl Brahnam
Texture descriptors for representing feature vectors. Expert Syst. Appl. 122: 163-172 (2019) - [j40]Loris Nanni
Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. Sensors 19(23): 5242 (2019) - [j39]Loris Nanni
Bioimage Classification with Handcrafted and Learned Features. IEEE ACM Trans. Comput. Biol. Bioinform. 16(3): 874-885 (2019) - [c21]Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla
Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP 2019: 181-186 - [c20]Luigi Celona
Getting the most of few data for neonatal pain assessment. PervasiveHealth 2019: 298-301 - [i2]Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo:
General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. CoRR abs/1904.08084 (2019) - [i1]Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam:
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. CoRR abs/1906.04407 (2019) - 2018
- [j38]Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr.
Bird and whale species identification using sound images. IET Comput. Vis. 12(2): 178-184 (2018) - 2017
- [j37]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. Appl. Soft Comput. 61: 8-16 (2017) - [j36]Loris Nanni, Sheryl Brahnam:
Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class/classes of a given compound. Bioinform. 33(18): 2837-2841 (2017) - [j35]Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni:
An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors. Expert Syst. Appl. 82: 27-39 (2017) - [j34]Loris Nanni, Stefano Ghidoni, Sheryl Brahnam:
Handcrafted vs. non-handcrafted features for computer vision classification. Pattern Recognit. 71: 158-172 (2017) - [j33]Loris Nanni, Yandre M. G. Costa
Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. 88: 49-56 (2017) - 2016
- [j32]Alessandra Lumini, Loris Nanni, Sheryl Brahnam:
Multilayer descriptors for medical image classification. Comput. Biol. Medicine 72: 239-247 (2016) - [j31]Loris Nanni
Weighted Reward-Punishment Editing. Pattern Recognit. Lett. 75: 48-54 (2016) - [c19]Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr.
Combining Visual and Acoustic Features for Bird Species Classification. ICTAI 2016: 396-401 - 2015
- [j30]Loris Nanni, Sheryl Brahnam
Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. Comput. Intell. Neurosci. 2015: 909123:1-909123:10 (2015) - [j29]Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti
Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches. Expert Syst. Appl. 42(22): 8989-9000 (2015) - [c18]Cathy L. Starr, Sandra L. Bailey, Sheryl Brahnam, Jenifer J. Roberts:
Historical Registry of Our Families Through Textiles. HCI (3) 2015: 125-132 - [c17]Sheryl Brahnam, Margaret Weaver:
Re/Framing Virtual Conversational Partners: A Feminist Critique and Tentative Move Towards a New Design Paradigm. HCI (19) 2015: 172-183 - [c16]Sheryl Brahnam, Jenifer J. Roberts, Loris Nanni, Cathy L. Starr, Sandra L. Bailey:
Design of a Bullying Detection/Alert System for School-Wide Intervention. HCI (2) 2015: 695-705 - 2014
- [j28]Loris Nanni, Michelangelo Paci, Sheryl Brahnam:
Indirect immunofluorescence image classification using texture descriptors. Expert Syst. Appl. 41(5): 2463-2471 (2014) - [j27]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Ensemble of shape descriptors for shape retrieval and classification. Int. J. Adv. Intell. Paradigms 6(2): 136-156 (2014) - [c15]Sheryl Brahnam:
HCI Prototyping and Modeling of Future Psychotherapy Technologies in Second Life. HCI (1) 2014: 273-284 - [c14]Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti
Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis. InMed 2014: 74-82 - [c13]Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos
Analysis of Virus Textures in Transmission Electron Microscopy Images. InMed 2014: 83-91 - [c12]Sheryl Brahnam, Anthony Lewis Brooks
Two Innovative Healthcare Technologies at the Intersection of Serious Games, Alternative Realities, and Play Therapy. InMed 2014: 153-162 - [p4]Anthony Lewis Brooks
Technologies of Inclusive Well-Being at the Intersection of Serious Games, Alternative Realities, and Play Therapy. Technologies of Inclusive Well-Being 2014: 1-10 - [e2]Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini:
Local Binary Patterns: New Variants and Applications. Studies in Computational Intelligence 506, Springer 2014, ISBN 978-3-642-39288-7 [contents] - [e1]Anthony Lewis Brooks
Technologies of Inclusive Well-Being - Serious Games, Alternative Realities, and Play Therapy. Studies in Computational Intelligence 536, Springer 2014, ISBN 978-3-642-45431-8 [contents] - 2013
- [j26]Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti
A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification. Expert Syst. Appl. 40(18): 7457-7467 (2013) - [c11]Sheryl Brahnam:
Theory-Guided Virtual Reality Psychotherapies: Going beyond CBT-Based Approaches. HCI (19) 2013: 12-21 - [p3]Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni:
Introduction to Local Binary Patterns: New Variants and Applications. Local Binary Patterns 2013: 1-13 - [p2]Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier:
Ensemble of Local Phase Quantization Variants with Ternary Encoding. Local Binary Patterns 2013: 177-188 - 2012
- [j25]Sheryl Brahnam:
To hear - to say: the mediating presence of the healing witness. AI Soc. 27(1): 53-90 (2012) - [j24]Loris Nanni, Alessandra Lumini
A classifier ensemble approach for the missing feature problem. Artif. Intell. Medicine 55(1): 37-50 (2012) - [j23]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Combining multiple approaches for gene microarray classification. Bioinform. 28(8): 1151-1157 (2012) - [j22]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Random interest regions for object recognition based on texture descriptors and bag of features. Expert Syst. Appl. 39(1): 973-977 (2012) - [j21]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A very high performing system to discriminate tissues in mammograms as benign and malignant. Expert Syst. Appl. 39(2): 1968-1971 (2012) - [j20]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Matrix representation in pattern classification. Expert Syst. Appl. 39(3): 3031-3036 (2012) - [j19]Loris Nanni, Alessandra Lumini
Survey on LBP based texture descriptors for image classification. Expert Syst. Appl. 39(3): 3634-3641 (2012) - [j18]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
A user dependent multi-resolution approach for biometric data. Int. J. Inf. Technol. Manag. 11(1/2): 112-121 (2012) - [j17]Sheryl Brahnam, Antonella De Angeli:
Gender affordances of conversational agents. Interact. Comput. 24(3): 139-153 (2012) - [j16]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A simple method for improving local binary patterns by considering non-uniform patterns. Pattern Recognit. 45(10): 3844-3852 (2012) - [j15]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Local phase quantization descriptor for improving shape retrieval/classification. Pattern Recognit. Lett. 33(16): 2254-2260 (2012) - 2011
- [j14]Loris Nanni, Alessandra Lumini
Likelihood ratio based features for a trained biometric score fusion. Expert Syst. Appl. 38(1): 58-63 (2011) - [j13]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Local Ternary Patterns from Three Orthogonal Planes for human action classification. Expert Syst. Appl. 38(5): 5125-5128 (2011) - [j12]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Combining different local binary pattern variants to boost performance. Expert Syst. Appl. 38(5): 6209-6216 (2011) - [j11]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Texture descriptors for generic pattern classification problems. Expert Syst. Appl. 38(8): 9340-9345 (2011) - [j10]Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver:
(Un)dressing the interface: Exposing the foundational HCI metaphor "computer is woman". Interact. Comput. 23(5): 401-412 (2011) - 2010
- [j9]Loris Nanni, Alessandra Lumini
Local binary patterns variants as texture descriptors for medical image analysis. Artif. Intell. Medicine 49(2): 117-125 (2010) - [j8]Sheryl Brahnam, Loris Nanni:
Predicting trait impressions of faces using local face recognition techniques. Expert Syst. Appl. 37(7): 5086-5093 (2010) - [j7]Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states. Expert Syst. Appl. 37(12): 7888-7894 (2010) - [j6]Loris Nanni, Alessandra Lumini
Advanced machine learning techniques for microarray spot quality classification. Neural Comput. Appl. 19(3): 471-475 (2010) - [c10]Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini:
Local Phase Quantization Texture Descriptor for Protein Classification. BIOCOMP 2010: 159-165 - [c9]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. IPCV 2010: 369-375
2000 – 2009
- 2009
- [j5]Sheryl Brahnam:
Building Character for Artificial Conversational Agents: Ethos, Ethics, Believability, and Credibility. PsychNology J. 7(1): 9-47 (2009) - [c8]Loris Nanni, Sheryl Brahnam:
A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication. IPCV 2009: 971-975 - [c7]Sheryl Brahnam, Loris Nanni:
High Performance Set of Features for Human Action Classification. IPCV 2009: 980-984 - 2008
- [j4]Sheryl Brahnam, Antonella De Angeli:
Special issue on the abuse and misuse of social agents. Interact. Comput. 20(3): 287-291 (2008) - [j3]Antonella De Angeli, Sheryl Brahnam:
I hate you! Disinhibition with virtual partners. Interact. Comput. 20(3): 302-310 (2008) - [c6]Sheryl Brahnam, Loris Nanni, Randall S. Sexton:
Neonatal Facial Pain Detection Using NNSOA and LSVM. IPCV 2008: 352-357 - 2007
- [j2]Sheryl Brahnam, Chao-Fa Chuang, Randall S. Sexton, Frank Y. Shih:
Machine assessment of neonatal facial expressions of acute pain. Decis. Support Syst. 43(4): 1242-1254 (2007) - [p1]Sheryl Brahnam, Loris Nanni, Randall S. Sexton:
Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques. Advanced Computational Intelligence Paradigms in Healthcare (1) 2007: 225-253 - 2006
- [j1]Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack:
Machine recognition and representation of neonatal facial displays of acute pain. Artif. Intell. Medicine 36(3): 211-222 (2006) - [c5]Antonella De Angeli, Sheryl Brahnam, Peter Wallis, Alan J. Dix:
Misuse and abuse of interactive technologies. CHI Extended Abstracts 2006: 1647-1650 - 2005
- [c4]Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack:
SVM Classification of Neonatal Facial Images of Pain. WILF 2005: 121-128 - 2004
- [c3]Sheryl Brahnam, Michael A. Hignite, Thomas M. Margavio, Tonya Barrier, Jerry Chin:
Are Women in IS Better at Managing Conflict? AMCIS 2004: 152 - [c2]Sheryl Brahnam:
Towards Smart Embodiment for Virtual Agents. AAMAS 2004: 1268-1269 - 2002
- [c1]Sheryl Brahnam:
Person Perception for Social Agents: Research on Outfitting Social Agents with a Facial Trait Perception System. WRAC 2002: 460-462
Coauthor Index
[j58] [j57] [j56] [c22] [j55] [j54] [j53] [j52] [p5] [i10] [j51] [j50] [j49] [j48] [j47] [i9] [i8] [i7] [i6] [i5] [i4] [j46] [j45] [j44] [i3] [j43] [j42] [j41] [j40] [j39] [c21] [i2] [i1] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [c19] [j30] [j29] [c16] [j28] [j27] [c14] [c13] [e2] [j26] [p3] [p2] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j16] [j15] [j14] [j13] [j12] [j11] [j9] [j8] [j7] [j6] [c10] [c9] [c8] [c7] [c6] [p1]
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last updated on 2024-12-10 20:48 CET by the dblp team
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