People
Ricardo Malheiro
Other Info:
ricardo.s.malheiro@gmail.com
Home Page
http://pt.linkedin.com/in/ricardosilvamalheiroMember
Cognitive and Media SystemsResearch interests
Natural Language ProcessingMachine Learning
Text Mining, Data Mining,
Data Science
Musical Feature Extraction (from Lyrics)
Detection of Emotions in Music/Lyrics
In the past: Computer Graphics
Past Projects
Books
2018
(1 publication)Journal Articles
2018
(2 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Emotionally-Relevant Features for Classification and Regression of Music Lyrics", IEEE Transactions on Affective Computing, vol. 9, pp. 240-254, 2018 [ DOI ]
- Panda, Renato and Malheiro, R., and Paiva, R.P. , "Novel audio features for music emotion recognition", IEEE Transactions on Affective Computing (early access), 2018 [ DOI ]
2004
(1 publication)Conference Articles
2018
(1 publication)2016
(3 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Classification and Regression of Music Lyrics: Emotionally-Significant Features", in 8th International Conference on Knowledge Discovery and Information Retrieval – KDIR’2016, 2016
- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Bi-Modal Music Emotion Recognition: Novel Lyrical Features and Dataset", in 9th International Workshop on Music and Machine Learning – MML’2016 – in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2016, 2016
- Malheiro, R., and Gonçalo Oliveira, H, and Paulo Gomes and Paiva, R.P. , "Keyword-Based Approach for Lyrics Emotion Variation Detection", in 8th International Conference on Knowledge Discovery and Information Retrieval – KDIR’2016, November 2016, 2016
2013
(2 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Music Emotion Recognition from Lyrics: A Comparative Study", in 6th International Workshop on Machine Learning and Music, 2013
- Panda, Renato and Malheiro, R., and Rocha, B.M.M. and António Oliveira and Paiva, R.P. , "Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative Analysis", in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, France., 2013
2004
(3 publications)- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "Classification of Recorded Classical Music using Neural Networks", in EIS'2004, 2004
- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "A Prototype for Classification of Classical Music using Neural Networks", in ASC'2004, 2004
- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "Classification of Recorded Classical Music: A Methodology and a Comparative Study", in International Symposium on Brain Inspired Cognitive Systems - BICS’2004, 2004