Search Results for author: Stefano Giani

Found 4 papers, 0 papers with code

Artificial intelligence prediction of stock prices using social media

no code implementations22 Jan 2021 Kavyashree Ranawat, Stefano Giani

The primary objective of this work is to develop a Neural Network based on LSTM to predict stock market movements using tweets.

Word Embeddings

Using Company Specific Headlines and Convolutional Neural Networks to Predict Stock Fluctuations

no code implementations22 Jun 2020 Jonathan Readshaw, Stefano Giani

A classification accuracy of 61. 7\% is achieved using pre-learned embeddings, that are fine-tuned during training to represent the specific context of this task.

Classification General Classification +1

Quasi-optimal mesh sequence construction through Smoothed Adaptive Finite Element Method

no code implementations16 May 2019 Ornela Mulita, Stefano Giani, Luca Heltai

We propose a new algorithm for Adaptive Finite Element Methods (AFEMs) based on smoothing iterations (S-AFEM), for linear, second-order, elliptic partial differential equations (PDEs).

Numerical Analysis Numerical Analysis

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