Marcello Sanguineti Short CV

Transcription

1 Marcello Sanguineti Short CV Last update: July 10, 2015 Affiliation University of Genoa Polytechnic School Department of Computer Science, Bioengineering, Robotics, and Systems Engineering (DIBRIS) Via Opera Pia, Genova Italy Contacts Ph (office) (lab) (mobile) Fax Web page: Career Present: - Associate Professor in Operations Research at the University of Genoa, Italy - National qualification for the position of Full Professor , 2004, and 2010-present: Scientific Associate at the National Research Council of Italy (CNR) : Assistant Professor of Operations Research at the University of Genoa, Italy (Department of Communications, Computer, and System Sciences) : Research Associate of Operations Research at the University of Genoa (Department of Communications, Computer, and System Sciences and Department of Mathematics) present: several periods as visiting scientist at the Academy of Sciences of the Czech Republic : Post-doc at the University of Genoa. 1996: Ph.D. in Electronic Engineering and Computer Science, University of Genoa. 1992: Laurea summa cum laude in Electronic Engineering and Computer Science, University of Genoa. Born January 16, 1968 in Chiavari (Genova, Italy).

2 Teaching Laurea courses Operations Research Operations Research 1 Operations Research 2 Neural Networks Learning from Data Mathematical and Statistical Methods and Operations Research PhD courses Functional Analysis for Optimization Neural Networks for Optimization Strategic Choices: Games and Team Optimization Master courses Techniques for Learning from Data University of the Third Age Artificial Neural Networks: An Introduction Scientific activity Main research areas Infinite-dimensional optimization Mathematical theory of neural computation Learning from data Optimal control Dynamic Programming Team optimization Network optimization Nonlinear programming International projects : coordinator of the NATO Collaborative Linkage Grant Approximation and functional optimization by neural networks'' : Italian coordinator of Project 22 - Area MC6 (Mathematics and Information, Technology and Computer Science) between Italy and Czech Republic : Italian coordinator of the project Learning from data by neural networks and kernel methods: an approach based on approximate optimization'' between University of Genoa, National Research Council of Italy (CNR), and Academy of Sciences of the Czech Republic (AVCR) : Italian coordinator of the renewed version of the above project : Italian coordinator of the project Complexity of neural-network and kernel computational models'' between University of Genoa, National Research Council of Italy (CNR), and Academy of Sciences of the Czech Republic (AVCR)

3 Since 2010: member of the COST (European Cooperation in Science and Technology) IntelliCIS Action National (Italian) projects 1992-present: member of several PRIN projects ( Research Projects of Relevant National Interest ) granted by the Italian Ministry of University and Research 1996, 2001, 2002: member of projects with the Italian Space Agency : collaboration with Italian FIRB (foundational research) projects Editorial activity Member of the Editorial Boards of the international journals - IEEE Transactions on Neural Networks ( ) - Neurocomputing (since 2015) - Mathematics in Engineering, Science and Aerospace (since 2009) Guest Editor (2008) of the journal - Computational Management Science Guest Editor (2009) of the journals - Computers and Operations Research - Applied Mathematical Sciences Scientific & program committees Chair of the Local Organizing Committee of: - VII Int. Conf. on Mathematical Problems in Engineering, Aerospace, and Sciences (Genova, Italy, Engineering Faculty, June 2008) Co-chair of the International Scientific Committees of - VII Int. Conf. on Mathematical Problems in Engineering, Aerospace, and Sciences (Genova, Italy, Engineering Faculty, June 2008) - ICNPAA 2010 World Congress - VIII Int. Conf. on Mathematical Problems in Engineering, Aerospace, and Sciences (Sao Jose dos Campos, Brasil, June 30-July 3, 2010) - ICNPAA 2012 World Congress- IX Int. Conf. on Mathematical Problems in Engineering, Aerospace and Sciences (Vienna, Austria, July 11-14, 2012) Member of the Local Organizing Committee of: - XXXVIII AIRO Conf. (Genova, Italy, Economics Faculty, 5-8 Settembre 2007) Member of the Program Committees of: - Int. Conf. on Non-Linear Problems in Aviation and Aerospace (2000, 2002); - Int. Conf. on Artificial Neural Networks and Genetic Algorithms (2001, 2003); - Int. Conf. on Adaptive and Natural Computing Algorithms (2005, 2007); - Int. Conf. on Artificial Neural Networks (2008, 2009, 2010, 2014); - Int. Conf. on Informatics in Control, Automation and Robotics (2010, 2011, 2012, 2013, 2014); - Int. Joint Conf. on Neural Networks (2011); - Int. Symposium on Neural Networks (2011, 2012); - Int. Conf. on Engineering Applications of Neural Networks (2011, 2012, 2013, 2014, 2015); - Int. Joint Conf. on Neural Networks (2011, 2013, 2014);

4 - Int. Conf. on Operations Research and Enterprise Systems (2012, 2013, 2014, 2015, 2016); - Int. Conf. on Knowledge Based and Intelligent Information & Engineering Systems (2012, 2013, 2014); - Int. KES Conf. on Intelligent Decision Technologies (2015); - Int. Workshop on Advances in Regularization, Optimization, Kernel Methods and Support Vector Machines: Theory and Applications (2013). Session chair at several international conferences, e.g., - Applied Mathematical Programming and Modelling (APMOD), Mathematical Problems in Engineering, Aerospace, and Sciences, European Control Conf., Int. Symp. on Mathematical Theory of Networks and Systems (MTNS), Int. Conf. on Nonlinear Problems in Aviation and Aerospace (ICNPAA), AIRO Conf. (2003, 2005, 2006, and 2007) - VII Int. Conf. on Nonlinear Problems in Aviation and Aerospace (ICNPAA), th Cologne-Twente Workshop, 2011 Organizer of several sessions at international conferences, e.g.: - EURO-INFORMS Joint International Meeting (2003) - Applied Mathematical Programming ad Modelling (2002) - AIRO Conf. (2003, 2005, 2007, and 2008 ) - EURO - European Conference on Operational Research (2006 and 2007) Organizer of several international seminars on optimization and learning from data Lecturer activity 2013: invited talk al Department of Management della Bar-lian-University, Ramat-Gan (Tel Aviv, Israele) present: invited lecturer at schools, seminars and conferences in Europe and USA, e.g.: - Mathematical Theory of Networks and Systems (MTNS), Int. Conf. on Nonlinear Problems in Aviation and Aerospace (ICNPAA), Int. Conf. on Hybrid Systems and Applications (2006) - Int. Conf. on Nonlinear Problems in Aviation and Aerospace (ICNPAA), ICNPAA 2012 World Congress - IX Int. Conf. on Mathematical Problems in Engineering, Aerospace and Sciences (Vienna, Austria, July 11-14, 2012) 1997-present: lecturer at various Italian universities and scientific institutions, e.g.: - Istituto Internazionale per gli Alti Studi Scientifici (IIASS), Vietri sul Mare (Salerno) - Istituto di Analisi dei Sistemi ed Informatica (IASI-CNR), Rome - University of Florence - University of Siena 1997-present: several seminars at the Institute on Computer Science (ICS) - Academy of Sciences of the Czech Republic 2001: lecturer within the Italian Program of Research on Microelectronics and Bioelectronics 2002: lecturer at the Italian National Ph.D. School of Operations Research 2002: invited teacher at the school Nonlinear time series analysis: theory and applications", within the Socrates/Erasmus Program

5 Refereeing Projects referee for MIUR (Italian Ministry of Education, University and Research) Czech Academy of Sciences (AVCR) Georgia National Science Foundation (GNSF) Postodoctoral positions referee for Research Foundation - Flanders (Belgium) (FWO) Reviewer of journal papers and books for Mathematical Reviews Reviewer for the international journals: Operations Research, SIAM J. on Optimization, SIAM J. on Control and Optimization, J. of Optimization Theory and Applications, Discrete Applied Mathematics, Annals of Operations Research, European J. of Operational Research, ComputationalManagement Science, Computers and Operations Research, Maritime Economics & Logistics, J. of Industrial and Management Optimization, Machine Learning, Mathematical Communications, Calcolo, Hacettepe Journal of Mathematics and Statistics, Mathematical Methods in the Applied Sciences, Information Sciences, Applied Mathematics and Computation, IEEE Trans. on Information Theory, IEEE Trans. on Automatic Control, IEEE Trans. On Neural Networks, IEEE Trans. on Biomedical Engineering, IEEE Trans. on NanoBiosciences, IEEE Trans. on Circuits and Systems II, IEEE Trans. on Circuits and Systems for Video Technology, IEEE Systems Journal, IEE Proc. on Control Theory and Applications, Mathematical Problems in Engineering, Computers in Industry, Neural Networks, Neural Processing Letters, Neurocomputing, Neural Networks World, Neural Computing and Applications, Control and Intelligent Systems, Int. J. of Control, Int. J. of Robotics Research, Int. J. of Modelling, Identification, and Control, The Open Operational Research Journal, The Open Software Engineering J., Int. J. of Information Technology & Decision Making, Chemical Engineering Science, Fire Safety Journal, Abstract and Applied Analysis, Mathematical Communications, Linear Algebra and Applications. Reviewer for the edited book: Handbook of Neural Information Processing (Springer) Reviewer for the conferences: Conf. on Decision and Control, European Control Conf., Int. Conf. on Adaptive and Natural Computing Algorithms, Int. Conf. on Artificial Neural Networks, Int. Conf. on Artificial Neural Networks and Genetic Algorithms, Int. Joint Conf. on Neural Networks, American Control Conf., IEEE Symposium Series on Computational Intelligence, IEEE Int. Symp. on Circuits and Systems, German Conf. on Artificial Intelligence, Conf. dell Associazione Italiana per l Intelligenza Artificiale, Int. Symp. on Neural Networks, Int. Conf. on Informatics in Control, Automation and Robotics, Automation and Robotics, IEEE Multi-Conf. on Systems and Control, Conf. in Harmonic Analysis, Int. Conf. on Knowledge-Based and Intelligent Information & Engineering Systems, Int. Conf. on Engineering Applications of Neural Networks, Int. Workshop on Advances in Regularization, Optimization, Kernel Methods, and Support Vector Machines: Theory and applications, ACM Int. Conf. on Multimodal Interaction. Scientific activity in PhD schools at the University of Genoa 2014-present: member of the Advisory Board of the Ph.D. Computer Science and SystemsEngineering present: coordinator of the Teaching Courses Program Committee of the Ph.D. Computer Science and Systems Engineering : member of the Advisory Board of the Ph.D. Systems Engineering : member of the Scientific Committee of the Ph.D. School Sciences and Technologies for Information and Knowledge.

6 : member of the Scientific Committee of the Ph.D. School Sciences and Technologies for the Society of Information : member of the Advisory Board of the Ph.D. Mathematical Engineering and Simulation : member of the Advisory Board of the Ph.D. Electronic Engineering and Computer Science. Lab Neural Optimization, Complexity, and Control Lab (NOCC), at the Department of Communications, Computer, and System Sciences of the University of Genoa.