CODE 80407 ACADEMIC YEAR 2016/2017 CREDITS 6 cfu anno 2 INFORMATICA 9014 (LM-18) - SCIENTIFIC DISCIPLINARY SECTOR INF/01 LANGUAGE Italiano (Inglese a richiesta) TEACHING LOCATION SEMESTER 2° Semester TEACHING MATERIALS AULAWEB AIMS AND CONTENT TEACHING METHODS Class and outside preparation SYLLABUS/CONTENT Neural Networks (notes) Ensemble of learning machines Evolutionary Algorithms (Genetic Algorithms, Evolutionary Stategies, Genetic Programming) Particle Swarm Optimization Simulated Annealing Fuzzy sets – Approximate reasoning Fuzzy systems Neuro-Fuzzy Systems Applications to combinatorial optimization and to machine learning (in particular to clustering) Case studies in bioinformatics, ambient assisted living, activity analysis and recognition and emotion recognition. RECOMMENDED READING/BIBLIOGRAPHY D.E. Goldberg. Genetic Algorithms in Search, Optimization and Machine Learning, Addison Wesley, 1989 (MAT 68-1989-48IN, CHI M.9, ING1 A.ELE.T.0264) S. O. Haykin, Neural Networks and Learning Machines, Prentice Hall, 2009 H.J. Zimmermann, Fuzzy set theory and its applications, 2ed., Kluwer Academic Publishers, 1996 (MAT 04-1996-01, MAT 04-1996-02, LETT 14.E.169) TEACHERS AND EXAM BOARD FRANCESCO MASULLI Ricevimento: On Thursday from 16.00 to 18.00 by appointment agreed on email (The teacher has more courses for various courses of study, always specify the name and course) LESSONS Class schedule The timetable for this course is available here: Portale EasyAcademy EXAMS EXAM DESCRIPTION Oral examination and project discussion
