Alberto Castellini

Alberto Castellini,  June 10, 2016
Position
Temporary Assistant Professor
Academic sector
INF/01 - INFORMATICS
Office
Ca' Vignal 2,  Floor 1,  Room 80
Telephone
+39 045 802 7908
E-mail
alberto|castellini*univr|it <== Replace | with . and * with @ to have the right email address.
Personal web page
http://profs.scienze.univr.it/~castellini/

Office Hours

Lunedi 16.00-18.00 (previa accordo via email)

Curriculum

Modules

Modules running in the period selected: 13.
Click on the module to see the timetable and course details.

Course Name Total credits Online Teacher credits Modules offered by this teacher
Bachelor's degree in Computer Science Operating Systems (2019/2020)   12    [Laboratorio 1] (Laboratorio)
Master's degree in Mathematics Statistical learning (2019/2020)   6    PART II
Bachelor's degree in Computer Science Operating Systems (2018/2019)   12  eLearning [Laboratorio 2] (Laboratorio)
Master's degree in Mathematics Statistical methods for data analysis (2018/2019)   6  eLearning (Machine learning)
Bachelor's degree in Bioinformatics Introduction to Programming (2017/2018)   12  eLearning PROGRAMMAZIONE PER BIOINFORMATICA
Master's degree in Bioinformatics and Medical Biotechnology Algorithms and programming languages for bioinformatics (2013/2014)   12    LINGUAGGI PER BIOINFORMATICA (teoria)
LINGUAGGI PER BIOINFORMATICA (laboratorio)
Master's degree in Bioinformatics and Medical Biotechnology Algorithms and programming languages for bioinformatics (2012/2013)   12    LINGUAGGI PER BIOINFORMATICA (Teoria)
LINGUAGGI PER BIOINFORMATICA (Laboratorio)
Master's degree in Bioinformatics and Medical Biotechnology Algorithms and programming languages for bioinformatics (2011/2012)   12    LINGUAGGI PER BIOINFORMATICA (Teoria)
Master's degree in Bioinformatics and Medical Biotechnology Algorithms and programming languages for bioinformatics (2010/2011)   12    ALGORITMI PER BIOINFORMATICA
LINGUAGGI PER BIOINFORMATICA (Teoria)
LINGUAGGI PER BIOINFORMATICA (Laboratorio)

 

Research groups

Bioinformatics and Natural Computing
Algorithmic analysis of biological processes.
Skills
Topic Description Research area
Intelligent Agents Design and development of autonomous entities that can sense, model and interact with the environment in which they operate. Main research topics include: action planning, reinforcement learning, reasoning in face of uncertainty. Machine Intelligence
Artificial intelligence
Bioinformatics and Natural Computing 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). In these research areas, theories and algorithms are investigated and software packages are developed for computational experiments and analyses. Bioinformatics and medical informatics
Life and medical sciences
Pattern Recognition The main focus is on the study and development of automatic techniques and models able to extract information from real world data, typically in terms of classes or clusters. Special attention is on probabilistic models - like Hidden Markov Models, Mixtures, Topic Models - and on kernel machines - like Support Vector Machines. In these contexts the interest is in designing novel models/methodologies, like hybrid generative-discriminative methods, generative embeddings and kernels, novel classification or clustering schemes, model selection techniques and others. The focus is on reasoning on representation issues (how to extract features, how to process the original problem space) as well as on unconventional employment of standard techniques (like boosting or SVM for clustering). Another field of interest is the processing of sequential data (using for example Hidden Markov Model). Machine Intelligence
Machine learning
Projects
Title Starting date
INTCATCH- Development and application of Novel, Integrated Tools for monitoring and managing Catchments 6/1/16




Organization

Department facilities