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Novel approaches for hierarchical classification with case studies in protein function prediction.

. University of Kent, Canterbury, UK, (2011)British Library, EThOS.

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An evaluation of Convolutional Neural Networks for music classification using spectrograms., , and . Appl. Soft Comput., (2017)A hierarchical approach to represent relational data applied to clustering tasks., , , , and . IJCNN, page 3055-3062. IEEE, (2011)Improving automatic music genre classification with hybrid content-based feature vectors., , and . SAC, page 1702-1707. ACM, (2010)A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese., , and . CICLing, volume 3878 of Lecture Notes in Computer Science, page 132-143. Springer, (2006)Selecting different protein representations and classification algorithms in hierarchical protein function prediction., and . Intell. Data Anal., 15 (6): 979-999 (2011)Bird and whale species identification using sound images., , , , , , and . IET Comput. Vis., 12 (2): 178-184 (2018)Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques., , and . ICTAI, page 818-824. IEEE, (2018)Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection., , , and . IBERAMIA, volume 3315 of Lecture Notes in Computer Science, page 305-314. Springer, (2004)An Evaluation of Different Evolutionary Approaches Applied in the Process of Automatic Transcription of Music Scores into Tablatures., , , and . ICTAI, page 663-669. IEEE Computer Society, (2016)Teaching genetic algorithm-based parameter optimization using Pacman.. FIE, page 1-6. IEEE Computer Society, (2016)