Probabilistic modeling in bioinformatics and medical informatics

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Introduction to Statistical Phylogenetics. Assessing the Effectiveness of Bayesian Feature Selection. Ian T.

Probabilistic Modelling In Bioinformatics And Medical Informatics

Nabney, David J. Nielsen, Alina Zalounina, Leif E. Kristensen et al. Software for Probability Models in Medical Informatics. Back Matter Pages Alle origini della dieta mediterranea.

Our research focuses on design of algorithms for the management and analysis of large scale biological data e. We develop algorithms for discrete problems arising from computational biology, among these: algorithms for mass spectrometry data interpretation, clustering of transcriptomic data, non-alignment based sequence comparison. Design and testing of Pattern Recognition and Machine Learning techniques for the analysis and understanding of biological data. Our research is mainly focused on the following topics: 1 Discrete and algorithmic analyses of biological dynamics metabolism and replication, and their interplay in cellular processes ; 2 Informational and computational analysis of genomes genomic dictionaries, genomic indexes, genomic distributions of specific parameters, genome representations, genome synthesis and reconstruction from dictionaries.

Design and analysis of data-driven computational models, for both metabolic and immunological dynamics, based on grammars ruled by state functions. Investigation and classification of genomic sequences by means of information theory based methods. Design of algorithms and methods to understand biological systems using data mining and bioinformatics techniques. Operations research is a discipline that deals with the application of advanced analytical methods to help make better decisions.

Basi di dati e Sistemi Informativi. Bioinformatica e Calcolo Naturale. Neuroimaging Group. Riorganizzazione dei processi sanitari e eHealth. Active Malware Analysis based on Reinforcement Learning techniques. Comprehensive analysis of Attentional Mechanisms for Perception.

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Security Static Analysis for Android Things. Traditional and advanced approaches to exploit woad and stinging nettle in the textile industry.

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Aromatic amino acid decarboxylase deficiency is strictly connected to pyridoxine-related seizures: a biochemical approach to gain insight into inherited neurotransmitters disorders. Cross-race accuracy bias in lie detection.

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Characterization of the genome of Burkholderia by nanopore-based sequencing. In silico and in vitro characterization of the orphan G protein coupled receptor 3 GPR3.

Probabilistic Modelling in Bioinformatics and Medical Informatics

Ceramiche della Magna Grecia. What is public happiness? Hannah Arendt and the invention of a concept. Design of multi-situated model of host, care and support for asylum seekers. Innovative back contact and doping for improved thin film industrial photovoltaic modules. Big-code early threat detection by approximate similarity analysis. DNA methylation landscape variations and relations to grape fruit ripening. Dispositivi per la valutazione del controllo motorio e biofeedback: dal laboratorio alla tecnologia indossabile.

DNA Computing e modelli di interazione intracellulare. Effetti di nanoparticelle di fosfato ferrico di sintesi nel sistema suolo-pianta: verso un miglioramento dell'efficienza d'uso dei nutrienti nelle piante?

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Effect of natural encapsulated antioxidants on the oxidative shelf-life of puff pastry. Extending OLAP data analysis with temporal and statistical operators. Functional mockup Interface extension with support for Discrete Event Languages. Fusione e quality assesment di immagini da TC volumetrica "cone beam". Identification of the paracrine MoleculAr Networks linking Obesity and pancreatic cancEr progression. Beyond the conflict of private vs public ownership: the role of cooperatives in the water sector.

Learning to ignore — New adaptive features of selective atention.


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