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ORCIDAlessandro L. Koerich
Alessandro Lameiras Koerich
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2020 – today
- 2023
[j33]Bernardo Bentes Gatto
, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui:
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. Digit. Signal Process. 133: 103858 (2023)- [j32]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
Multiresolution texture analysis of histopathologic images using ecological diversity measures. Expert Syst. Appl. 224: 119972 (2023) - [j31]Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-margin representation learning for texture classification. Pattern Recognit. Lett. 170: 39-47 (2023) - [c71]Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger:
Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild. CVPR Workshops 2023: 3338-3347 - 2022
- [j30]Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Two-view fine-grained classification of plant species. Neurocomputing 467: 427-441 (2022) - [j29]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures. Pattern Recognit. 123: 108382 (2022) - [j28]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. 164: 1-8 (2022) - [j27]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. IEEE Trans. Inf. Forensics Secur. 17: 2044-2058 (2022) - [c70]R. Gnana Praveen, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Patrick Cardinal, Eric Granger:
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CVPR Workshops 2022: 2485-2494 - [c69]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. ICASSP 2022: 2869-2873 - [c68]Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich:
Named Entity Recognition for Audio De-Identification. IJCNN 2022: 1-8 - [c67]Bruna Rossetto Delazeri, Leonardo León Vera, Jean Paul Barddal, Alessandro L. Koerich, Alceu S. Britto Jr.:
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. IJCNN 2022: 1-8 - [c66]Caio da S. Dias, Alceu S. Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich:
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. SMC 2022: 2869-2875 - [i47]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform. CoRR abs/2202.13270 (2022) - [i46]Gnana Praveen Rajasekhar, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Patrick Cardinal, Eric Granger:
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CoRR abs/2203.14779 (2022) - [i45]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR abs/2204.07018 (2022) - [i44]Steve T. M. Ataky, Diego Saqui, Jonathan de Matos, Alceu S. Britto Jr., Alessandro L. Koerich:
Multiscale Analysis for Improving Texture Classification. CoRR abs/2204.09841 (2022) - [i43]Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich:
Named Entity Recognition for Audio De-Identification. CoRR abs/2204.12622 (2022) - [i42]Bruna Rossetto Delazeri, Leonardo León Vera, Alceu S. Britto Jr., Jean Paul Barddal, Alessandro L. Koerich:
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. CoRR abs/2204.12624 (2022) - [i41]Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-Margin Representation Learning for Texture Classification. CoRR abs/2206.08537 (2022) - [i40]Caio da S. Dias, Alceu de Souza Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich:
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. CoRR abs/2208.02397 (2022) - 2021
- [j26]Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior:
Tensor analysis with n-mode generalized difference subspace. Expert Syst. Appl. 171: 114559 (2021) - [j25]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28: 1769-1773 (2021) - [c65]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP 2021: 2565-2569 - [c64]Safaa Allamy, Alessandro Lameiras Koerich:
1D CNN Architectures for Music Genre Classification. SSCI 2021: 1-7 - [i39]Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Machine Learning Methods for Histopathological Image Analysis: A Review. CoRR abs/2102.03889 (2021) - [i38]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
A Novel Bio-Inspired Texture Descriptor based on Biodiversity and Taxonomic Measures. CoRR abs/2102.06997 (2021) - [i37]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR abs/2103.08086 (2021) - [i36]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. CoRR abs/2103.08095 (2021) - [i35]Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui:
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition. CoRR abs/2103.10166 (2021) - [i34]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR abs/2103.14717 (2021) - [i33]Safaa Allamy, Alessandro Lameiras Koerich:
1D CNN Architectures for Music Genre Classification. CoRR abs/2105.07302 (2021) - 2020
- [j24]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. Appl. Soft Comput. 86 (2020) - [j23]Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro L. Koerich:
Incremental and decremental fuzzy bounded twin support vector machine. Inf. Sci. 526: 20-38 (2020) - [j22]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. 107: 107535 (2020) - [j21]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15: 2147-2159 (2020) - [c63]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR 2020: 14331-14339 - [c62]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP 2020: 3097-3101 - [c61]Sevegni Odilon Clement Allognon, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. IJCNN 2020: 1-8 - [c60]Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. IJCNN 2020: 1-8 - [c59]Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich:
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. IJCNN 2020: 1-7 - [i32]Sevegni Odilon Clement Allognon, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. CoRR abs/2001.11976 (2020) - [i31]Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. CoRR abs/2002.00072 (2020) - [i30]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR abs/2003.10063 (2020) - [i29]Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Two-View Fine-grained Classification of Plant Species. CoRR abs/2005.09110 (2020) - [i28]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR abs/2007.00779 (2020) - [i27]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Sound Representation to Model Robustness. CoRR abs/2007.13703 (2020) - [i26]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR abs/2008.05454 (2020) - [i25]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Conditioning Trick for Training Stable GANs. CoRR abs/2010.05844 (2020) - [i24]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR abs/2010.11352 (2020) - [i23]Thomas Teixeira, Eric Granger, Alessandro Lameiras Koerich:
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks. CoRR abs/2011.09280 (2020)
2010 – 2019
- 2019
- [j20]Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich:
End-to-end environmental sound classification using a 1D convolutional neural network. Expert Syst. Appl. 136: 252-263 (2019) - [j19]Daniel Vriesman, Alceu de Souza Britto Jr., Alessandro Zimmer, Alessandro L. Koerich, Rodrigo Paludo:
Automatic visual inspection of thermoelectric metal pipes. Signal Image Video Process. 13(5): 975-983 (2019) - [c58]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Texture CNN for Histopathological Image Classification. CBMS 2019: 580-583 - [c57]Daniel Vriesman, Alceu S. Britto Jr., Alessandro Zimmer, Alessandro Lameiras Koerich:
Texture CNN for Thermoelectric Metal Pipe Image Classification. ICTAI 2019: 569-574 - [c56]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. IJCNN 2019: 1-8 - [c55]Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira:
Image Retrieval and Pattern Spotting using Siamese Neural Network. IJCNN 2019: 1-8 - [c54]Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich:
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. SMC 2019: 3826-3831 - [c53]Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich:
Emotion Recognition Using Fusion of Audio and Video Features. SMC 2019: 3847-3852 - [i22]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich:
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR abs/1904.04221 (2019) - [i21]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. CoRR abs/1904.07834 (2019) - [i20]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Histopathologic Image Processing: A Review. CoRR abs/1904.07900 (2019) - [i19]Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich:
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network. CoRR abs/1904.08990 (2019) - [i18]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR abs/1904.10990 (2019) - [i17]Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich:
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. CoRR abs/1904.11641 (2019) - [i16]Alexandre Reeberg de Mello, Jonathan de Matos, Marcelo Ricardo Stemmer, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich:
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. CoRR abs/1904.11649 (2019) - [i15]Daniel Vriesman, Alessandro Zimmer, Alceu S. Britto Jr., Alessandro L. Koerich:
Texture CNN for Thermoelectric Metal Pipe Image Classification. CoRR abs/1905.12003 (2019) - [i14]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich:
Texture CNN for Histopathological Image Classification. CoRR abs/1905.12005 (2019) - [i13]Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich:
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. CoRR abs/1905.12082 (2019) - [i12]Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira:
Image Retrieval and Pattern Spotting using Siamese Neural Network. CoRR abs/1906.09513 (2019) - [i11]Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich:
Emotion Recognition Using Fusion of Audio and Video Features. CoRR abs/1906.10623 (2019) - [i10]Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich:
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. CoRR abs/1907.03196 (2019) - [i9]Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich:
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. CoRR abs/1907.04928 (2019) - [i8]Israel A. Laurensi R., Luciana T. Menon, Manoel Camillo O. Penna N., Alessandro L. Koerich, Alceu S. Britto Jr.:
Style Transfer Applied to Face Liveness Detection with User-Centered Models. CoRR abs/1907.07270 (2019) - [i7]Kelly Lais Wiggers, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich, Laurent Heutte, Luiz Eduardo Soares de Oliveira:
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. CoRR abs/1907.09404 (2019) - [i6]Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro Lameiras Koerich:
Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine. CoRR abs/1907.09613 (2019) - [i5]Sajjad Abdoli, Luiz G. Hafemann, Jérôme Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich:
Universal Adversarial Audio Perturbations. CoRR abs/1908.03173 (2019) - [i4]Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior:
Tensor Analysis with n-Mode Generalized Difference Subspace. CoRR abs/1909.01954 (2019) - [i3]Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich:
Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. CoRR abs/1910.10106 (2019) - [i2]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR abs/1910.12084 (2019) - 2018
- [c52]Voncarlos M. Araújo, Alceu S. Britto Jr., André L. Brun, Alessandro L. Koerich, Luiz E. S. Oliveira:
Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. ICTAI 2018: 1-5 - [c51]Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira:
Document Image Retrieval Using Deep Features. IJCNN 2018: 1-8 - 2017
- [c50]Jhony K. Pontes, Clinton Fookes, Alceu S. Britto Jr., Alessandro L. Koerich:
Two-stage facial age prediction using group-specific features. ICASSP 2017: 2577-2581 - [c49]Eunelson Jose da Silva Junior, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin, Alessandro L. Koerich:
A two-step cascade classification method. IJCNN 2017: 573-580 - [c48]Voncarlos Araujo, Alceu S. Britto Jr., Andre L. Brun, Alessandro L. Koerich, Rosane Palate:
Multiple classifier system for plant leaf recognition. SMC 2017: 1880-1885 - [i1]Fabio Dittrich, Luiz Eduardo Soares de Oliveira, Alceu S. Britto Jr., Alessandro L. Koerich:
People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach. CoRR abs/1704.00326 (2017) - 2016
- [j18]Jhony K. Pontes, Alceu S. Britto Jr., Clinton Fookes, Alessandro L. Koerich:
A flexible hierarchical approach for facial age estimation based on multiple features. Pattern Recognit. 54: 34-51 (2016) - [c47]Marcelo J. Cossetin, Júlio C. Nievola, Alessandro L. Koerich:
Facial expression recognition using a pairwise feature selection and classification approach. IJCNN 2016: 5149-5155 - [c46]Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich:
Native Language Detection Using the I-Vector Framework. INTERSPEECH 2016: 2398-2402 - 2015
- [j17]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Eunelson Jose da Silva Junior, Alessandro L. Koerich:
PKLot - A robust dataset for parking lot classification. Expert Syst. Appl. 42(11): 4937-4949 (2015) - [c45]Andreia Marini, Alef J. Turatti, Alceu S. Britto Jr., Alessandro L. Koerich:
Visual and acoustic identification of bird species. ICASSP 2015: 2309-2313 - [c44]Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. IJCNN 2015: 1-7 - [c43]Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich, Jahangir Alam, Patrice Boucher:
ETS System for AV+EC 2015 Challenge. AVEC@ACM Multimedia 2015: 17-23 - 2014
- [j16]Rodrigo A. Seger, Marcelo M. Wanderley, Alessandro L. Koerich:
Automatic detection of musicians' ancillary gestures based on video analysis. Expert Syst. Appl. 41(4): 2098-2106 (2014) - [c42]Vinicius Godoy, Alceu S. Britto Jr., Alessandro L. Koerich, Jacques Facon, Luiz E. S. Oliveira:
An HMM-Based Gesture Recognition Method Trained on Few Samples. ICTAI 2014: 640-646 - 2013
- [j15]Thiago H. H. Zavaschi, Alceu de Souza Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Fusion of feature sets and classifiers for facial expression recognition. Expert Syst. Appl. 40(2): 646-655 (2013) - [j14]Hideson Alves da Silva, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro L. Koerich:
Network infrastructure design with a multilevel algorithm. Expert Syst. Appl. 40(9): 3471-3480 (2013) - [c41]Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. CIARP (2) 2013: 67-74 - [c40]Alessandro L. Koerich:
Improving the Reliability of Music Genre Classification using Rejection and Verification. ISMIR 2013: 511-516 - [c39]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Eunelson Silva, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Parking Space Detection Using Textural Descriptors. SMC 2013: 3603-3608 - [c38]Andreia Marini, Jacques Facon, Alessandro L. Koerich:
Bird Species Classification Based on Color Features. SMC 2013: 4336-4341 - 2012
- [j13]Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, Jefferson G. Martins:
Music genre classification using LBP textural features. Signal Process. 92(11): 2723-2737 (2012) - [c37]Richardson Ribeiro, Fábio Favarim, Marco A. C. Barbosa, Alessandro L. Koerich, Fabrício Enembreck:
Combining Learning Algorithms: An Approach to Markov Decision Processes. ICEIS 2012: 172-188 - [c36]Richardson Ribeiro, Fábio Favarim, Marco A. C. Barbosa, André Pinz Borges, Osmar Betazzi Dordal, Alessandro L. Koerich, Fabrício Enembreck:
Unified Algorithm to Improve Reinforcement Learning in Dynamic Environments - An Instance-based Approach. ICEIS (1) 2012: 229-238 - [c35]Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Comparing textural features for music genre classification. IJCNN 2012: 1-6 - [c34]Paulo Ricardo Lisboa de Almeida, Eunelson Jose da Silva Junior, Tatiana Montes Celinski, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Music genre classification using dynamic selection of ensemble of classifiers. SMC 2012: 2700-2705 - 2011
- [j12]Luiz S. Oliveira, Marcelo Mansano, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
2D Principal Component Analysis for Face and Facial-Expression Recognition. Comput. Sci. Eng. 13(3): 9-13 (2011) - [j11]Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz E. Soares de Oliveira:
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. J. Univers. Comput. Sci. 17(1): 48-63 (2011) - [c33]Thiago H. H. Zavaschi, Alessandro L. Koerich, Luiz E. Soares de Oliveira:
Facial expression recognition using ensemble of classifiers. ICASSP 2011: 1489-1492 - [c32]Marcelo Teider Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos Nascimento Silla Jr., Alessandro L. Koerich:
Automatic Bird Species Identification for Large Number of Species. ISM 2011: 117-122 - [c31]Marcelo Teider Lopes, Carlos Nascimento Silla Jr., Alessandro Lameiras Koerich, Celso Antonio Alves Kaestner:
Feature set comparison for automatic bird species identification. SMC 2011: 965-970 - 2010
- [j10]Thomas Lidy, Carlos Nascimento Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich:
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections. Signal Process. 90(4): 1032-1048 (2010) - [c30]Alessandro L. Koerich, Alceu de Souza Britto Jr., Luiz E. Soares de Oliveira:
Verification of Unconstrained Handwritten Words at Character Level. ICFHR 2010: 39-44 - [c29]Miguel Lopes, Fabien Gouyon, Alessandro L. Koerich, Luiz E. Soares de Oliveira:
Selection of Training Instances for Music Genre Classification. ICPR 2010: 4569-4572 - [c28]