+ Original articles in refereed journals and books chapters
«Large-margin representation learning for texture classification»de Matos, Jonathan, de Oliveira, Luiz Eduardo Soares, de Souza Britto Junior, Alceu and Koerich, Alessandro Lameiras.” |
«E-BiT: Extended bio-inspired texture descriptor for 2D texture analysis and characterization»Ataky, Steve Tsham Mpinda and Lameiras Koerich, Alessandro.” |
«Multiscale analysis for improving texture classification»Ataky, Steve Tsham Mpinda, Saqui, Diego, de Matos, Jonathan, de Souza Britto Junior, Alceu and Lameiras Koerich, Alessandro.” |
«Multiresolution texture analysis of histopathologic images using ecological diversity measures[Formula presented]»Ataky, Steve Tsham Mpinda and Lameiras Koerich, Alessandro.” |
«Discriminative singular spectrum classifier with applications on bioacoustic signal recognition»Gatto, Bernardo Bentes, Colonna, Juan Gabriel, dos Santos, Eulanda Mirando, Lameiras Koerich, Alessandro and Fukui, Kazuhiro.” |
«A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents»Paixao, Thiago M., Berriel, Rodrigo F., Boeres, Maria C. S., Koerich, Alessandro L., Badue, Claudine, De Souza, Alberto F. and Oliveira-Santos, Thiago.” |
«From environmental sound representation to robustness of 2D CNN models against adversarial attacks»Esmaeilpour, Mohammad, Cardinal, Patrick and Koerich, Alessandro Lameiras.” |
«Multidiscriminator sobolev defense-GAN against adversarial attacks for end-to-end speech systems»Esmaeilpour, Mohammad, Cardinal, Patrick and Lameiras Koerich, Alessandro.” |
«Two-view fine-grained classification of plant species»Araujo, Voncarlos M., Britto, Alceu S., Oliveira, Luiz S. and Koerich, Alessandro L..” |
«A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures»Ataky, Steve Tsham Mpinda and Lameiras Koerich, Alessandro.” |
«Cyclic defense GAN against speech adversarial attacks»Esmaeilpour, Mohammad, Cardinal, Patrick and Lameiras Koerich, Alessandro.” |
«Continuous emotion recognition with spatiotemporal convolutional neural networks»Teixeira, Thomas, Granger, Eric and Koerich, Alessandro Lameiras.” |
«Machine learning methods for histopathological image analysis: A review»de Matos, Jonathan, Ataky, Steve Tsham Mpinda, Britto, Alceu de Souza, de Oliveira, Luiz Eduardo Soares and Lameiras Koerich, Alessandro.” |
«Tensor analysis with n-mode generalized difference subspace»Gatto, Bernardo B., dos Santos, Eulanda M., Koerich, Alessandro L., Fukui, Kazuhiro and S. Júnior, Waldir S..” |
«Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network»Esmaeilpour, Mohammad, Cardinal, Patrick and Lameiras Koerich, Alessandro.” |
«A robust approach for securing audio classification against adversarial attacks»Esmaeilpour, Mohammad, Cardinal, Patrick and Lameiras Koerich, Alessandro.” |
«Incremental and decremental fuzzy bounded twin support vector machine»Mello, Alexandre R., Stemmer, Marcelo R. and Koerich, Alessandro L..” |
«Self-supervised deep reconstruction of mixed strip-shredded text documents»Paixão, Thiago M., Berriel, Rodrigo F., Boeres, Maria C. S., Koerich, Alessandro L., Badue, Claudine, De Souza, Alberto F. and Oliveira-Santos, Thiago.” |
«End-to-end environmental sound classification using a 1D convolutional neural network»Abdoli, Sajjad, Cardinal, Patrick and Lameiras Koerich, Alessandro.” |
«Automatic visual inspection of thermoelectric metal pipes»Vriesman, Daniel, Britto, Alceu S., Zimmer, Alessandro, Koerich, Alessandro L. and Paludo, Rodrigo.” |
«A flexible hierarchical approach for facial age estimation based on multiple features»Pontes, Jhony K., Britto, Alceu S., Fookes, Clinton and Koerich, Alessandro L..” |
«PKLot-A robust dataset for parking lot classification»De Almeida, Paulo R. L., Oliveira, Luiz S., Britto, Alceu S., Silva, Eunelson J. and Koerich, Alessandro L..” |
«Automatic detection of musicians’ ancillary gestures based on video analysis»Seger, Rodrigo A., Wanderley, Marcelo M. and Koerich L., Alessandro.” |
«Fusion of feature sets and classifiers for facial expression recognition»Zavaschi, Thiago H. H., Britto Jr, Alceu S., Oliveira, Luiz E. S. and Koerich L., Alessandro.” |
«Network infrastructure design with a multilevel algorithm»Silva, Hideson Alves da, de Souza Britto Jr, Alceu, Oliveira, Luiz Eduardo Soares de and Koerich, Alessandro L..” |
«Music genre classification using LBP textural features»Costa, Y. M. G., Oliveira, L. S., Koerich, A. L., Gouyon, F. and Martins, J. G..” |
«2D principal component analysis for face and facial-expression recognition»Oliveira, L., Koerich, A. L., Mansano, M. and Britto, A. S..” |
«An OCR free method for word spotting in printed documents: the evaluation of different features sets»Rios, Israel, de Souza Britto Jr., Alceu, Koerich, Alessandro Lameiras and Soares Oliveira, Luis Eduardo.” |
«On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections»Lidy, Thomas, Silla Jr, Carlos N., Cornelis, Olmo, Gouyon, Fabien, Rauber, Andreas, Kaestner, Celso A. A. and Koerich, Alessandro L..” |
«A feature selection approach for automatic music genre classification»Silla, C. N., Koerich, A. L. and Kaestner, C. A. A..” |
«Combining different biometric traits with one-class classification»Bergamini, Cheila, Oliveira, Luis S., Koerich, Alessandro L. and Sabourin, Robert.” |
«WEB image classification using combination of classifiers»Kalva, P. R., Enembreck, F. and Koerich L., A..” |
«Discovering of action policies in dynamic environments»Ribeiro, R., Borges, A. P., Ulbricht, G. and Koerich L., Alessandro.” |
«Filtering segmentation cuts for digit string recognition»Vellasques, E., Oliveira, Luiz S., Britto, Alceu de Souza, Koerich, Alessandro L. and Sabourin, Robert.” |
«Inspeção automática de defeitos em madeiras de pinus usando visão computacional»Oliveira, Luiz E. S., Cavalin, Paulo R., Britto Jr., Alceu S. and Koerich, Alessandro L..” |
«A machine learning approach to automatic music genre classification»Silla, Carlos N., Koerich, Alessandro L. and Kaestner, Celso A. A..” |
«Reinforcement learning: adaptive agents for discovery of policies of action»Ribeiro, R., Koerich L., Alessandro and Enembreck, F..” |
«Recognition and verification of unconstrained handwritten words»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«Reconhecimento de palavras manuscritas usando modelos de Markov»L. Koerich, Alessandro.” |
«Large vocabulary off-line handwriting recognition : a survey»Koerich, Alessandro L., Sabourin, Robert and Suen, C. Y..”Pattern Analysis & Applications 2003. |
«Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«Automatic bankcheck processing: information storage and retrieval»Koerich L., Alessandro and Lee, L. L..” |
«A prototype for Brazilian bankcheck recognition»Lee, Luan L., Lizarraga, Miguel G., Gomes, Natanael R. and Koerich L., Alessandro.” |
«MOSFET threshold extraction from voltage-only measurements»Galup-Montoro, C., Schneider, M. C., Koerich, A. L. and Pinto, R. L. O..” |
«Class-Conditional Defense GAN Against End-to-End Speech Attacks»Esmaeilpour, Mohammad and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv preprint arXiv:2010.11352 2020. |
«Continuous speech emotion recognition with convolutional neural networks»Vryzas, Nikolaos and Vrysis, Lazaros and Matsiola, Maria and Kotsakis, Rigas and Dimoulas, Charalampos and Kalliris, George” AES: Journal of the Audio Engineering Society 2020. |
«Conditioning Trick for Training Stable GANs»Esmaeilpour, Mohammad and Sallo, Raymel Alfonso and St-Georges, Olivier and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv preprint arXiv łdots 2020. |
«Automatic visual inspection of thermoelectric metal pipes»Vriesman, Daniel and Britto, Alceu S. and Zimmer, Alessandro and Koerich, Alessandro L. and Paludo, Rodrigo” Signal, Image and Video Processing 2019. |
«Two-stage facial age prediction using group-specific features»Pontes, Jhony K. and Fookes, Clinton and Britto, Alceu S. and Koerich, Alessandro L.” 2017. |
«A flexible hierarchical approach for facial age estimation based on multiple features»Pontes, Jhony K. and Britto, Alceu S. and Fookes, Clinton and Koerich, Alessandro L.” Pattern Recognition 2016. |
«The Latin Music Mood Database»dos Santos, Carolina L. and Silla, Carlos N.” Eurasip Journal on Audio, Speech, and Music Processing 2015. |
«PKLot-A robust dataset for parking lot classification»De Almeida, Paulo R.L. and Oliveira, Luiz S. and Britto, Alceu S. and Silva, Eunelson J. and Koerich, Alessandro L.” Expert Systems with Applications 2015. |
«ETS System for AV EC 2015»Cardinal, Patrick and Dehak, Najim and Koerich, Alessandro Lameiras and Alam, Jahangir and Boucher, Patrice and Lameiras, Alessandro and Boucher, Patrice” Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge – AVEC ’15 2015. |
«Classificação Automática de Gêneros Musicais Utilizando Métodos de Bagging e Boosting»Jr, Carlos N. Silla and Kaestner, Celso A. A. and Koerich, Alessandro L.” 10th Brazilian Symposium on łdots 2015. |
«Fusion of feature sets for facial expression recognition»Navran, Mina and Charkari, Nasrollah Moghadam” 2014 7th International Symposium on Telecommunications, IST 2014 2014. |
«Automatic detection of musicians’ ancillary gestures based on video analysis»Seger, Rodrigo A. and Wanderley, Marcelo M. and Koerich, Alessandro L.” Expert Systems with Applications 2014. |
«Music genre recognition using gabor filters and LPQ texture descriptors»Costa, Yandre and Oliveira, Luiz and Koerich, Alessandro and Gouyon, Fabien” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2013. |
«Combining learning algorithms: An approach to Markov decision processes»Ribeiro, Richardson and Favarim, Fábio and Barbosa, Marco A.C. and Koerich, Alessandro L. and Enembreck, Fabrício” Lecture Notes in Business Information Processing 2013. |
«Network infrastructure design with a multilevel algorithm»Silva, Hideson Alves Da and De Souza Britto, Alceu and Oliveira, Luiz Eduardo Soares De and Koerich, Alessandro L.” Expert Systems with Applications 2013. |
«Combining learning algorithms: An approach to Markov decision processes»Ribeiro, Richardson and Favarim, Fábio and Barbosa, Marco A.C. and Koerich, Alessandro L. and Enembreck, Fabrício” Lecture Notes in Business Information Processing 2013. |
«Comparing textural features for music genre classification»Costa, Yandre M.G. and Oliveira, Luiz S. and Koerich, Alessandro L. and Gouyon, Fabien” 2012. |
«Music genre classification using dynamic selection of ensemble of classifiers»De Almeida, Paulo Ricardo Lisboa and Da Silva, Eunelson José and Celinski, Tatiana Montes and De Souza Britto, Alceu and De Oliveira, Luis Eduardo Soares and Koerich, Alessandro Lameiras” Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics 2012. |
«Music genre classification using LBP textural features»Costa, Y. M.G. and Oliveira, L. S. and Koerich, A. L. and Gouyon, F. and Martins, J. G.” 2012. |
«Music genre classification using LBP textural features»Costa, Y. M.G. and Oliveira, L. S. and Koerich, A. L. and Gouyon, F. and Martins, J. G.” Signal Processing 2012. |
«2D Principal Component Analysis for Face and Facial-Expression Recognition»Oliveira, Luiz S. and Koerich, Alessandro L. and Mansano, Marcelo and Britto, Alceu S.” Computing in Science and Engineering 2011. |
«Classificação de Gêneros Musicais Utilizando Vetores de Característica H\b́ridos»Silla Jr, Carlos N and Kaestner, Celso A A and Koerich, Alessandro L” 13o Simpósio Brasileiro de Computação Musical (SBCM2011) 2011. |
«Identificação Automática de Espécies de Pássaros a partir da Análise do Canto»Lopes, Marcelo T and Kaestner, Celso A A and Jr, Carlos N Silla and Koerich, Alessandro L” 13o Simpósio Brasileiro de Computação Musical (SBCM2011) 2011. |
«An OCR free method for word spotting in printed documents: The evaluation of different feature sets»Rios, Israel and de Souza Britto, Alceu and Koerich, Alessandro Lameiras and Oliveira, Luis Eduardo Soares” Journal of Universal Computer Science 2011. |
«An OCR free method for word spotting in printed documents: The evaluation of different feature sets»Rios, Israel and de Souza Britto, Alceu and Koerich, Alessandro Lameiras and Oliveira, Luis Eduardo Soares” Journal of Universal Computer Science 2011. |
«Automatic bird species identification for large number of species»Lopes, Marcelo T. and Gioppo, Lucas L. and Higushi, Thiago T. and Kaestner, Celso A.A. and Silla, Carlos N. and Koerich, Alessandro L.” Proceedings – 2011 IEEE InternationalSymposium on Multimedia, ISM 2011 2011. |
«Feature set comparison for automatic bird species identification»Lopes, Marcelo Teider and Silla, Carlos Nascimento and Koerich, Alessandro Lameiras and Kaestner, Celso Antonio Alves” Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics 2011. |
«Improving automatic music genre classification with hybrid content-based feature vectors»Silla, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A.” Proceedings of the ACM Symposium on Applied Computing 2010. |
«Aprendizagem de Máquina»Conduta, Bruno Custódio and Magrin, Diego Henrique” ppgia.pucpr.br 2010. |
«On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections»Lidy, Thomas and Silla, Carlos N. and Cornelis, Olmo and Gouyon, Fabien and Rauber, Andreas and Kaestner, Celso A.A. and Koerich, Alessandro L.” Signal Processing 2010. |
«A strategy for converging dynamic action policies»Ribeiro, Richardson and Borges, Andre P. and Koerich, Alessandro L. and Scalabrin, Edson E. and Enembreck, Fabricio” 2009 IEEE Symposium on Intelligent Agents, IA 2009 – Proceedings 2009. |
«A feature selection approach for automatic music genre classification»Silla, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A.” International Journal of Semantic Computing 2009. |
«Combining different biometric traits with one-class classification»Bergamini, C. and Oliveira, L. S. and Koerich, A. L. and Sabourin, R.” Signal Processing 2009. |
«Feature selection in automatic music genre classification»Silla, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A.” Proceedings – 10th IEEE International Symposium on Multimedia, ISM 2008 2008. |
«Combinando Características Complementares em Modelos Escondidos de Markov : uma otimização para o reconhecimento de caracteres manuscritos»SANTOS, MURILO and OLIVEIRA, LUIZ EDUARDO SOARES DE and SABOURIN, ROBERT and KOERICH, ALESSANDRO L and JR, ALCEU DE S BRITTO” XXXIV Conferencia Latinoamericana de Informática 2008. |
«A machine learning approach to automatic music genre classification»Silla, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A.” Journal of the Brazilian Computer Society 2008. |
«Estratégias de Rejeição para Problemas Multiclasses»Marini, Andreia and Koerich, Alessandro L” Clei 2008. |
«Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional»Oliveira, Luiz E. S. and Cavalin, Paulo R. and Britto Jr, Alceu S. and Koerich, Alessandro L.” Revista de Informática Teórica e Aplicada 2008. |
«WEB image classification using combination of classifiers»Kalva, Pedro Rodolfo and Enembreck, Fabricio and Koerich, Alessandro Lameiras” IEEE Latin America Transactions 2008. |
«Filtering segmentation cuts for digit string recognition»Vellasques, E. and Oliveira, L. S. and Britto, A. S. and Koerich, A. L. and Sabourin, R.” Pattern Recognition 2008. |
«Detection of non-conventional events on video scenes»Hochuli, Andre G. and Britto, Alceu S. and Koerich, Alessandro L.” Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics 2007. |
«Detection and classification of human movements in video scenes»Hochuli, A. G. and Oliveira, L. E.S. and Britto, A. S. and Koerich, A. L.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2007. |
«People counting in low density video sequences»Valle, J. D. and Oliveira, L. E.S. and Koerich, A. L. and Britto, A. S.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2007. |
«The Latin Music Database : Uma Base de Dados Para Classificação Automática de Gêneros Musicais»Jr, Carlos N Silla and Kaestner, Celso A A and Koerich, Alessandro L” Simpósio Brasileiro de Computação Musical 2007. |
«Automatic music genre classification using ensemble of classifiers»Silla, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro L.” Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics 2007. |
«A hybrid learning strategy for discovery of policies of action»Ribeiro, Richardson and Enembreck, Fabrício and Koerich, Alessandro L.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2006. |
«Fusing High- and Low-Level Features for Handwritten Word Recognition»Koerich, A. L. and Britto, A.S.Jr and de Oliveira, L.E.S. and Sabourin, R.” 2006. |
«Uma Nova Metodologia para Avaliação de Desempenho de Algoritmos Baseados em Aprendizagem por Reforço»Ribeiro, Richardson and Koerich, Alessandro L and Enembreck, Fabrício and Pós-graduação, Programa De and Aplicada, Informática” XXXIII Seminário Integrado de łdots 2006. |
«Time-space ensemble strategies for automatic music genre classification»Silla, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro L.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2006. |
«Automatic genre classification of music content»Scaringella, Nicolas and Zoia, Giorgio and Mlynek, Daniel” IEEE Signal Processing Magazine 2006. |
«Combination of homogeneous classifiers for musical genre classification»Koerich, Alessandro L. and Poitevin, Cleverson” Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics 2005. |
«Recognition and verification of unconstrained handwritten words»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” IEEE Transactions on Pattern Analysis and Machine Intelligence 2005. |
«Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” Proceedings – International Workshop on Frontiers in Handwriting Recognition, IWFHR 2004. |
«Rejection strategies for handwritten word recognition»Koerich, Alessandro L.” Proceedings – International Workshop on Frontiers in Handwriting Recognition, IWFHR 2004. |
«Automatic classification of audio data»Costa, Carlos H.L. and Valle, Jaime D. and Koerich, Alessandro L.” 2004. |
«Handwritten Word Recognition Using Markov Models»Koerich, A.L.” IEEE Latin America Transactions 2004. |
«Reconhecimento de palavras manuscritas usando modelos de Markov»Koerich, Alessandro L.” IEEE Latin America Transactions 2004. |
«Automatic classification of audio data»Costa, Carlos H.L. and Valle, Jaime D. and Koerich, Alessandro L.” Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics 2004. |
«Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” International Journal on Document Analysis and Recognition 2003. |
«Unconstrained Handwritten Character Recognition Using Different Classification Strategies»Koerich, Alessandro L” International Workshop on Artificial Neural Networks łdots 2003. |
«Large vocabulary off-line handwriting recognition: A survey»Koerich, A. L. and Sabourin, R. and Suen, C. Y.” Pattern Analysis and Applications 2003. |
«Agente Inteligente para Jogos de Estratégia Baseados em Turnos: Uma Abordagem Utilizando Planejamento Baseado em Casos»Paula, Bruno C De and Koerich, Alessandro L” 2002. |
«A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models»Koerich, Alessandro L. and Leydier, Yann and Sabourin, Robert and Suen, Ching Y.” Proceedings – International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002. |
«A timeñlength constrained level building algorithm for large vocabulary handwritten word recognition»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2001. |
«Processamento automático de cheques bancários: Armazenamento e recuperação de informações»Koerich, A. L. and Lee, L. L.” Controle y Automacao 2001. |
«A syntax-directed level building algorithm for large vocabulary handwritten word recognition»Koerich, A L and Sabourin, R and Suen, C Y and …” Proc. 4th International łdots 2000. |
«A prototype for Brazilian bankcheck recognition»Lee, Luan L. and Lizarraga, Miguel G. and Gomes, Natanael R. and Koerich, Alessandro L.” International Journal of Pattern Recognition and Artificial Intelligence 1997. |
«Automatic extraction of filled-in information from bankchecks based on prior knowledge about layout structure»Koerich, Alessandro L. and Lee, Luan Ling” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 1997. |
