Search Results for author: Giovanni Felici

Found 4 papers, 3 papers with code

Optimizing accuracy and diversity: a multi-task approach to forecast combinations

1 code implementation31 Oct 2023 Giovanni Felici, Antonio M. Sudoso

In essence, it incorporates an additional learning and optimization task into the standard feature-based forecasting approach, focusing on the identification of an optimal set of forecasting methods.

Model Selection Multi-Task Learning +1

Predicting Transcription Factor Binding Sites using Transformer based Capsule Network

1 code implementation23 Oct 2023 Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici

DNABERT-Cap is proposed in this work to predict transcription factor binding sites mining ChIP-seq datasets.

Efficient and Effective $L_0$ Feature Selection

1 code implementation7 Aug 2018 Ana Kenney, Francesca Chiaromonte, Giovanni Felici

Because of continuous advances in mathematical programing, Mix Integer Optimization has become a competitive vis-a-vis popular regularization method for selecting features in regression problems.

Methodology

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