J. A. M. Felippe De Souza

Sistemas Biónicos Avançados

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Prof. Felippe de Souza

 

Disciplina:

Sistemas Biónicos Avançados

Curso de Mestrado

13523 – Ciências Biomédicas (optativa)

2º Semestre – 2022 / 2023

 

 

Bibliografia

 

1 – Reconhecimento de Padrões:

Pattern Classification, with Computer Manual”, Richard O. Duda, Peter E. Hart & David G. Stork, Second Edition (revised), Wiley-Blackwell, 2004, ISBN: 0-47170 350.8.

Pattern Classification and Scene Analysis”, Richard O. Duda & Peter E. Hart, Second Edition, John Wiley & Sons Inc., 1973, ISBN: 0-471-223611-1.

Pattern Classification, Shigeo Abe, Springer; First Edition, 2001, ISBN: 978-1852333522.

Pattern Recognition and Machine Learning (Information Science and Statistics), Christopher M. Bishop, Springer, 2013, ISBN: 978-8132209065.

Machine Learning (McGraw-Hill International Edit), Thomas Mitchel, McGraw Hill Higher Education; First Edition, 1997, ISBN-13: 978-0071154673.

"Introduction to Machine Learning" (Adaptive Computation and Machine Learning), Ethem Alpaydin, The MIT Press, 2004, ISBN: 978-0262012119.

Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems), Ian H. Witten, Eibe Frank, Morgan Kaufmann, Second Edition, ISBN: 978-0120884070.

2 – Modelização:

Modeling Infectious Diseases in Humans and Animals”, Matt J. Keeling, Pejman Rohani, Princeton University Press, First Edition, 2007, ISBN: 978-0691116174.

Building a Digital Human (Graphics Series)”, Ken Brilliant, Charles River Media, First Edition, 2003, ISBN: 978-1584502852.

Control Theory for Humans: Quantitative Approaches To Modeling Performance”, Richard J. Jagacinski, John M. Flach, CRC, First Edition, 2002, ISBN: 978-0805822922.

3 – Controlo de Sistemas:

Modern Control Engineering, Katsuhiko Ogata, Third Edition, Prentice Hall, Inc., 1997, ISBN: 0-13-261389-1 Obs.: Versão em português: “Engenaria de Controle Moderno, Katsuhiko Ogata, Prentice Hall do Brasil, ISBN: 85-7054-019-1.

"Linear System Theory and Design", Oxford Series in Electrical and Computer Engineering”, Chi-Tsong Chen, Oxford University Press, USA, Third Edition, 1998, ISBN: 978-0195117776.

Digital Control of Dynamic Systems”, Gene F. Franklin, J. David Powell & Michael L. Workman, Prentice Hall, Third Edition, 1997, ISBN: 978-0201820546.

Digital Control System Analysis and Design”, C. L. Phillips & H. T. Nagle, Prentice-Hall, Prentice Hall, Third Edition, Prentice Hall; Third Edition, 1994. ISBN: 978-0133098327.

Control Theory a guided tour”, J, R, Leigh, Peter Peregrinus Ltd., London., 1992. ISBN: 0-86341-284-X.

Adaptive Control”, Karl Johan Astrom & Bjorn Wittenmark, Prentice Hall; Second Edition, 1994, ISBN: 978-0201558661.

Optimal Control Theory, an Introduction”, Donald E. Kirk, Dover Publications Inc., May 2004, ISBN: 0-48643 484.2.

4 – Análise e Processamento de Sinais:

Signals and Systems, Simon Haykin, Barry Van Veen, Second Edition, Wiley, 2002, ISBN: 978-0471164746.

Discrete-Time Signal Processing”, Alan V. Oppenheim & Ronald W. Schafer Prentice-Hall Signal Processing Series, Prentice Hall, Third Edition, 2009, ISBN: 978-0131988422.

5 – Inteligência Artificial e Robótica:

Artificial Intelligence, A Modern Approach”, Stewart Russell & Peter Norvig, Second Edition, Pearson Education Inc., 2003, ISBN: 0-13-080302-2.

Artificial Intelligence: A New Synthesis", Nils J. Nilsson, Morgan Kaufmann Publishers, Inc.; First Edition, 1998, ISBN-13: 978-1558604674.

Artificial Intelligence", Elaine Rich & Kevin Knight, McGraw-Hill, Inc., Second Edition, 1991, ISBN: 978-0071008945.

Inteligência Artificial em Controle e Automação”, Cairo L. Nascimento Jr. & Takashi Yoneyama, Editora Edgard Blücher Ltda., 2000, ISBN: 85-212-0249-0.

Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering, MIT Press, Nikola K. Kasabov, Cambridge, MA, USA, Hardcover, Published Oct 1996, ISBN 0262112124.

Complexity: A Guided Tour, Melanie Mitchell, Oxford University Press, USA, 2009, ISBN: 978-0195124415.

Robot Modeling and Control”, Mark W. Spong, Seth Hutchinson & M. Vidyasagar, Wiley, 2005, ISBN: 978-0471649908.

6 – Redes Neuronais Artificiais:

Neural Networks, A comprehensive Foundation”, Simon Haykin, Second Edition, MacMillan, 1994, ISBN: 0-02-352761-7.

Neural Networks for Modelling and Control of Dynamic Systems”, M. Norgaard, O. Ravn, N.K. Poulsen & L.K. Hansen, Springer-Verlag, 2000, ISBN: 978-1852332273.

Redes de Neuronas Artificiales un enfoque prático”, Inés Galván León & Pedro Isasi Viñuela, Pearson Education Inc., 2004, ISBN: 978-8420540252.

Neural Networks and Fuzzy Systems”, Shigeo Abe, Kluwer Academic Publishers, 1997, ISBN: 978-0792398141.

Artificial Neural Systems: Foundations, Paradigms, Applications, and Implementations”, P. K. Simpson, Pergamon Press, 1990, ISBN 0-08-037894-3.

Neural Networks for Modelling and Control of Dynamic Systems”, M. Norgaard, O. Ravn, N.K. Poulsen & L.K. Hansen, Springer-Verlag, 2000, ISBN: 978-1852332273.

7 – Algoritmos Genéticos:

An Introduction to Genetic Algorithms (Complex Adaptive Systems), Melanie Mitchell, The MIT Press, 1998, ISBN: 978-0262631853.

Genetic Algorithms in Search, Optimization, and Machine Learning”, David E. Goldberg, Addison-Wesley Professional; First Edition, 1989, ISBN: 978-0201157673.

Genetic Algorithms”, K.F. Man, K.S. Tang & S. Kwong, Springer-Verlag, 1999, ISBN: 1-85233-072-4.

An Introduction to Genetic Algorithms for Scientists and Engineers”, David A. Coley, World Scientific Publishing Company, Har/Dis Edition, 1997, ISBN: 978-9810236021.

Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence”, John H. Holland, The MIT Press, 1992, ISBN: 978-0262581110.

8 – Lógica Nebulosa (ou Difusa) / Controlo Nebuloso (ou Difuso):

Fuzzy Sets”, Lotfi A. Zadeh, Information and Control, 8: 338–353, 1965.

Fuzzy Identification of Systems and Its Application to Modeling and Control”, T. Takagi & M. Sugeno, IEEE Trans. Systems, Man and Cybernetics, 15: 116–132, 1985, ISBN 0-262-16171-0.

Fuzzy Logic Systems for Engineering: a Tutorial”, J. M. Mendel, Proceedings of the IEEE, 83(3):345–377, 1995.

Fuzzy Logic, Intelligence, Control, and Information”, John Yen & Reza Langari, Prentice Hall, 1969, ISBN 0-13-525817-0.

Fuzzy Sets, Fuzzy Logic, Fuzzy Methods - with Applications”, Hans Bandemer & Siegfried Gottwald, John Wiley & Son Ltd., March 1996, ISBN: 0-471-95636-8.

An Introduction to Fuzzy Sets Analysis and Design”, Witold Pedrycz & Fernando Gomide, MIT Press, Hardcover, Published May 1998, ISBN 0-262-16171-0.

9 – Sistema motor humano, funcionamento muscular e reflexos nervosos:

Basic Biomechanics of the Musculoskeletal System”, Margareta Nordin, Victor H. Frankel, Lippincott Williams & Wilkins; Third Edition, 2001, ISBN: 978-0683302479.

Biomechanics and Motor Control of Human Movement”, David A. Winter, Wiley, Forth Edition, 2009, ISBN: 978-0470398180.

Human Motor Control”, David A. Rosenbaum, Academic Press, Second Edition, 2009, ISBN: 978-0123742261.

The Human Nervous System: Structure and Function”, Charles R. Noback, David A. Ruggiero, Robert J. Demarest, Norman L. Strominger (Editors), Humana Press, Sixth edition, 2005, ISBN: 978-1588290403.

The Human Central Nervous System”, R. Nieuwenhuys, J. Voogd & C. van Huijzen, Springer; Fourth Edition,2007, ISBN: 978-3540346845.

10 – Ética (na Ciência e na Engenharia):

Engineering Ethics”, Charles Fleddermann, Prentice Hall, Third Edition, 2007, ISBN-13: 978-0132306416.

Ethics In Engineering”, Mike Martin, Roland Schinzinger, Fourth Edition, McGraw-Hill Science/Engineering/Math, 2004, ISBN: 978-0072831153.

The Ethics of Science: An Introduction (Philosophical Issues in Science)", David B. Resnik, Routledge; First Edition, 1998, ISBN: 978-0415166980.

Ethics in Engineering Practice and Research", Caroline Whitbeck, Cambridge University Press, 1998, ISBN: 978-0521479448.

11 – Bioética:

Engineering Ethics”, Charles Fleddermann, Prentice Hall, Third Edition, 2007, ISBN-13: 978-0132306416.

Ethics In Engineering”, Mike Martin, Roland Schinzinger, Fourth Edition, McGraw-Hill Science/Engineering/Math, 2004, ISBN: 978-0072831153.

The Ethics of Science: An Introduction (Philosophical Issues in Science)", David B. Resnik, Routledge; First Edition, 1998, ISBN: 978-0415166980.

Ethics in Engineering Practice and Research", Caroline Whitbeck, Cambridge University Press, 1998, ISBN: 978-0521479448.

12 – Guias e Manuais para o MALAB:

Apontamentos de MATLAB - Introdução ao MATLAB, Pedro Miguel Dinis Gaspar, António Espírito Santo & J.A.M. Felippe de Souza, Departamento de Engenharia Eletromecânica, Universidade da Beira Interior. Covilhã, Portugal, Apr 2002.

Apontamentos de MATLAB - CONTROL SYSTEMS Toolbox, Pedro Miguel Dinis Gaspar, António Espírito Santo & J.A.M. Felippe de Souza, Departamento de Engenharia Eletromecânica, Universidade da Beira Interior. Covilhã, Portugal, Apr 2002.

Fuzzy Logic Toolbox, User's Guide, for use with MATLAB”, J. S. R. Jang & N. Gulley, COPYRIGHT 1995-2014 by The MathWorks, Inc.

SIMULINK, Dynamical System Simulation Software, COPYRIGHT 1991-1992 by The MathWorks, Inc.

A Guide to MATLAB: For Beginners and Experienced Users”, Brian R. Hunt & Ronald L. Lipsman, Academic Press, Fourth Edition (Revised), Apr 2009, ISBN: 0-52-161565.8.

Essential Matlab for Engineers and Scientists”, Brian R. Hunt, Prentice Hall, Second Edition, 2002, ISBN: 0-12- 374883.6.

MATLAB Demystified”, David McMahon, McGraw-Hill Professional, First Edition, Apr 2007, ISBN: 0-07-148551.1.

MATLAB For Dummies”, Jim Sizemore & John Paul Mueller, Publisher: For Dummies, Second Edition, Nov 2014, ISBN: 1-11-882010.X.

 

 

                               Prof. Felippe de Souza

 

 

 

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