Deep LSTM with reinforcement learning layer for financial trend prediction in FX high frequency trading systems

F Rundo - Applied Sciences, 2019 - mdpi.com
High-frequency trading is a method of intervention on the financial markets that uses
sophisticated software tools, and sometimes also hardware, with which to implement high …

Advanced bio-inspired system for noninvasive cuff-less blood pressure estimation from physiological signal analysis

F Rundo, A Ortis, S Battiato, S Conoci - Computation, 2018 - mdpi.com
Blood Pressure (BP) is one of the most important physiological indicators that provides
useful information in the field of health-care monitoring. Blood pressure may be measured …

Dynamic closest color warping to sort and compare palettes

S Kim, S Choi - ACM Transactions on Graphics (TOG), 2021 - dl.acm.org
A color palette is one of the simplest and most intuitive descriptors that can be extracted from
images or videos. This paper proposes a method to assess the similarity between color …

Three-dimensional deep noninvasive radiomics for the prediction of disease control in patients with metastatic urothelial carcinoma treated with immunotherapy

F Rundo, M Bersanelli, V Urzia, A Friedlaender… - Clinical Genitourinary …, 2021 - Elsevier
Introduction Immunotherapy is effective in a small percentage of patients with cancer and no
reliable predictive biomarkers are currently available. Artificial Intelligence algorithms may …

Using information visualization for accessing learning object repositories

J Klerkx, E Duval, M Meire - Proceedings. Eighth International …, 2004 - ieeexplore.ieee.org
Learning objects are entities that may be used for learning, education or training. Nowadays
they are often stored in learning object repositories (LORs), such as the Ariadne Knowledge …

Securing color information of an image by concealing the color palette

M Chaumont, W Puech, C Lahanier - Journal of Systems and Software, 2013 - Elsevier
This paper deals with a method to protect the color information of images by providing free
access to the corresponding gray level images. Only with a secret key and the gray level …

Probabilistic PCA self-organizing maps

E López-Rubio… - … on Neural Networks, 2009 - ieeexplore.ieee.org
In this paper, we present a probabilistic neural model, which extends Kohonen's self-
organizing map (SOM) by performing a probabilistic principal component analysis (PPCA) at …

A bio-inspired CNN with re-indexing engine for lossless DNA microarray compression and segmentation

S Battiato, F Rundo - 2009 16th IEEE International Conference …, 2009 - ieeexplore.ieee.org
The DNA microarray images allow to analyze the natural gene expressions. In this paper we
propose an advanced method to efficiently address the imaging storage as well as the …

Probability-based image authentication scheme for indexed color images

CC Lo, YC Hu, WL Chen… - Journal of Electronic …, 2014 - spiedigitallibrary.org
A tamper detection method to protect the integrity of indexed color images is presented. This
method generates authentication codes of the indices based on the pseudorandom number …

A fast palette reordering technique based on GPU-optimized genetic algorithms

O Giudice, D Allegra, F Stanco… - 2018 25th IEEE …, 2018 - ieeexplore.ieee.org
Color re-indexing is one of main approaches for improving the loss-less compression of
color indexed images. Zero-order entropy reduction of indexes matrix is the key to obtain …