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 …
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
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 …
useful information in the field of health-care monitoring. Blood pressure may be measured …
Dynamic closest color warping to sort and compare palettes
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 …
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
Introduction Immunotherapy is effective in a small percentage of patients with cancer and no
reliable predictive biomarkers are currently available. Artificial Intelligence algorithms may …
reliable predictive biomarkers are currently available. Artificial Intelligence algorithms may …
Using information visualization for accessing learning object repositories
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 …
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 …
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 …
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 …
propose an advanced method to efficiently address the imaging storage as well as the …
Probability-based image authentication scheme for indexed color images
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 …
method generates authentication codes of the indices based on the pseudorandom number …
A fast palette reordering technique based on GPU-optimized genetic algorithms
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 …
color indexed images. Zero-order entropy reduction of indexes matrix is the key to obtain …