Web demos

PhDSeeker

A bio-inspired algorithm for synthesizing linear and branched metabolic pathways.

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miRNAss

Semi-supervised method for microRNA prediction with few labelled samples.

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BioDataFusion

A novel approach for highly-diverse multi-omics data fusion.

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Dimensional affect recognition

Arousal and valence are estimated from features of heart rate variability.

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miRNA: supervised vs unsupervised

Compares a supervised vs an unsupervised approach for pre-miRNA prediction in model genomes.

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divControl

A novel method to smoothly control the diversity of a cluster ensemble.

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multibinICA

Algorithm for frequency-domain blind source separation based on Multibin ICA for 2 by 2 mixtures.

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fdICA

Algorithm for frequency-domain blind source separation based on the pseudoanechoic model.

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miRNAfe full

miRNAfe full is an advanced tool to extract features from RNA sequences, providing almost all state-of-the-art feature extraction methods published today.

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bSOM lite

Simple demo of bSOM, an algorithm for improve clustering with information from metabolic pathways.

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ELM-GRNNminer

Extreme learning machines for reverse engineering of gene regulatory networks from expression time series.

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blindder

Blind speech dereverberation based on convolutive non-negative matrix factorization with mixed penalization.

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Furnariidae recognition

Classification of Furnariidae species using speech-related features and machine learning.

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deepSOM

A novel and effective way of approaching high class-imbalance in pre-miRNA prediction.

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gamma-AM

A novel method for inferring biological function for a set of genes with previously unknown function.

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miRNA-SOM

miRNA-SOM is a tool for the discovery of pre-miRNA in the E. multilocularis genome.

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EvoMS

An evolutionary tool for finding novel metabolic pathways linking compounds through feasible reactions.

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miRNAfe

A comprehensive tool providing almost all state-of-the-art RNA feature extraction methods used today.

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omeSOM full

*omeSOM is a tool designed to give support to the data mining task of metabolic and transcriptional datasets derived from different databases.

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