Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model von Parmezan, Antonio Rafael Sabino, Souza, Vinicius M.A., Batista, Gustavo E.A.P.A.

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Automatic recommendation of feature selection algorithms based on dataset characteristics von Parmezan, Antonio Rafael Sabino, Lee, Huei Diana, Spolaôr, Newton, Wu, Feng Chung

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Metalearning for choosing feature selection algorithms in data mining: Proposal of a new framework von Parmezan, Antonio Rafael Sabino, Lee, Huei Diana, Wu, Feng Chung

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Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines von Lee, Huei Diana, Mendes, Ana Isabel, Spolaôr, Newton, Oliva, Jefferson Tales, Sabino Parmezan, Antonio Rafael, Wu, Feng Chung, Fonseca-Pinto, Rui

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Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets von Spolaôr, Newton, Lee, Huei Diana, Mendes, Ana Isabel, Nogueira, Conceição, Parmezan, Antonio Rafael Sabino, Takaki, Weber Shoity Resende, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung, Fonseca-Pinto, Rui

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A video indexing and retrieval computational prototype based on transcribed speech von Spolaôr, Newton, Lee, Huei Diana, Takaki, Weber Shoity Resende, Ensina, Leandro Augusto, Parmezan, Antonio Rafael Sabino, Oliva, Jefferson Tales, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung

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Towards Hierarchical Classification of Data Streams von Parmezan, Antonio Rafael Sabino, Souza, Vinicius M. A., Batista, Gustavo E. A. P. A.

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Brazilian Presidential Elections: Analysing Voting Patterns in Time and Space Using a Simple Data Science Pipeline von Jacintho, Lucas Henrique Mantovani, da Silva, Tiago Pinho, Parmezan, Antonio Rafael Sabino, de Almeida Prado Alves Batista, Gustavo Enrique, Batista, Gustavo

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Resource Utilization Prediction in Cloud Computing using Hybrid Model von C, Anupama K, B, Shivakumar, R, Nagaraja

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Data Quality Assessment and Recommendation of Feature Selection Algorithms: An Ontological Approach von Nayak, Aparna, Božić, Bojan, Longo, Luca

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