Alessandro Lameiras Koerich

Alessandro Lameiras Koerich
Professeur
Département de génie logiciel et des TI
Alessandro L. Koerich is an associate professor in the Department of Software and IT Engineering at ÉTS - University of Québec, Montréal, Canada.

He was a professor in the Department of Computer Science at the Pontifical Catholic University of Paraná (PUCPR), Brazil and an associate professor in the Department of Electrical Engineering at the Federal University of Paraná (UFPR), Brazil. He also served as a machine vision consultant to hundreds of companies in South America.

His research interests include machine learning with applications in computer vision, music information retrieval, biometrics, and big data analytics.

Google Scholar Profile
Research ID
DBLP CS Bibliography

Research


Areas:

  • Big Data Analytics
  • Machine Learning 
  • Computer Vision
  • Music Information Retrieval
  • Affective Computing

Current research subjects:
  • Fine-grained categorization
  • Machine learning for big data analytics
  • Fusion of audio, video and physiological signals
  • Deep architectures for audio analysis


Teaching

Undergraduate program in software and IT engineering:
·       

 M.Sc. program in IT engineering / Ph.D. in engineering:



Associate Editor

  • Pattern Recognition
  • Big Data and Cognitive Computing




Member of Program Committees

  • 14th International Conference on Document Analysis and Recognition, Kyoto, Japan, 2017.
  • International Conference on Internet of Things and Big Data, Porto, Portugal, 2017
  • International Conference on Internet of Things and Big Data, Rome, Italy, 2016
  • 15th International Conference on Frontiers in Handwriting Recognition, Shengen, China, 2016.
  • 13th Brazilian Meeting on Artificial and Computational Intelligence, Recife, Brazil, 2016.
  • 13th International Conference on Document Analysis and Recognition, Tunis, Tunisia, 2015.
  • 14th International Conference on Frontiers in Handwriting Recognition, Crete Island, Greece, 2014.
  • 27th SIBGRAPI Conference on Graphics, Patterns and Images, Rio de Janeiro, Brazil, 2014.
  • 11th Brazilian Meeting on Artificial and Computational Intelligence, São Carlos, Brazil, 2014.
  • 12th International Conference on Document Analysis and Recognition, Washington DC, USA, 2013.
  • 26th SIBGRAPI Conference on Graphics, Patterns and Images, Arequipa, Peru, 2013. 10thBrazilian Artificial Intelligence Meeting, Fortaleza, Brazil, 2013.
  • 13th International Conference on Frontiers in Handwriting Recognition, Bari, Italy, 2012.
  • 25th SIBGRAPI Conference on Graphics, Patterns and Images, Ouro Preto, Brazil, 2012.
  • 9th Brazilian Artificial Intelligence Meeting, Curitiba, Brazil, 2012.
  • 8th Brazilian Artificial Intelligence Meeting, Natal, Brazil, 2011.
  • 24th SIBGRAPI Conference on Graphics, Patterns and Images, Maceió, Brazil, 2011.
  • 23rd SIBGRAPI Conference on Graphics, Patterns and Images, Gramado, Brazil, 2010.
  • 12th International Conference on Frontiers in Handwriting Recognition, Kolkota, India, 2010.
  • 15th Iberoamerican Congress on Pattern Recognition, São Paulo, Brazil, 2010.
  • 6th Sound and Music Computing Conference, Porto, Portugal, 2009.
  • 7th Brazilian Artificial Intelligence Meeting, Bento Gonçalves, Brazil, 2009.
  • 11th International Conference on Frontiers in Handwriting Recognition, Montreal, Canada, 2008.
  • 9th International Conference on Document Analysis and Recognition, Curitiba, Brazil, 2007.
  • 4o IEEE Congreso de Electrónica, Robótica y Mecánica Automotriz, Cuernavaca, México, 2007.
  • 10th International Workshop on Frontiers in Handwriting Recognition, La Baule, France, 2006.
  • 3o IEEE Congreso Internacional del Área Andina, Quito, Ecuador, 2006.
  • 3o IEEE Congreso de Electrónica, Robótica y Mecánica Automotriz, Cuernavaca, México, 2006.
  • 2o IEEE Congreso de Electrónica, Robótica y Mecánica Automotriz, Cuernavaca, México, 2005.
  • 13th Regional School of Informatics, Guarapuava, Brazil, 2004. Workcomp Sul, Palhoça, Brazil, 2004.


Reviewer
 
  • IEEE Transactions on Audio, Speech, and Language Processing
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Multimedia
  • IEEE Transactions of Pattern Analysis and Machine Intelligence
  • IEEE Signal Processing Letters
  • IEEE Latin America Transactions
  • IET Information Security
  • Pattern Recognition
  • Pattern Recognition Letters
  • International Journal on Pattern Recognition and Artificial Intelligence
  • International Journal on Neural Systems
  • EURASIP Journal on Advances in Signal Processing
  • Computer Music Journal
  • Journal of Ambient Intelligence and Humanized Computing
  • Brazilian Automatic Society Journal
  • Expert Systems with Applications
  • Plos-One


Me joindre

Bureau : A-4487
Téléphone : 514 396-8574
Télécopieur : 514 396-8405

alessandro.lameiras-koerich@etsmtl.ca

Nouvelles

Paper accepted at the IEEE SMC 2017
Multiple Classifier System for Plant Leaf Recognition 
Paper accepted at the IEEE IJCNN 2017
A Two-Step Method for Designing Efficient Multiple Classifier Systems 
Paper accepted at the IEEE ICASSP 2017
Two-Stage Facial Age Prediction using Group-Specific Features 
Paper accepted at the INTERSPEECH 2016
Native Language Detection using the I-Vector Framework 
Paper accepted at the IEEE IJCNN 2016
Paper accepted at the IEEE IJCNN 2016 
Paper accepted at Pattern Recognition
A Flexible Hierarchical Approach For Facial Age Estimation 
Paper accepted at the ACM Multimedia 2015
Paper accepted for the AV+EC 2015 Challenge at the ACM Multimedia 2015. 
Paper published at Expert Systems
PKLot – A robust dataset for parking lot classification.