There are way too many people we should be thankful for our achievements.These following lines, however, I believe should be dedicated to those who actively contributed to the feasibility of this work.First of all, we should all acknowledge the fact that it is not easy to do science in a developing country such as Brazil. Structural and financial aid is a must. With this in mind, I would like to thank the support of my parents and grandparents, who provided me with the best, yet simple, structure I could have asked for. Financial aid has been provided to me by the agencies CNPq (Process n. 133921/2016-6) and FAPESP (Process n. 16/19080-2), the latter since I was an undergraduate.With more emphasis on my scientific background, I will always be thankful for the guidance of two persons in particular:The first, in chronological order, is Prof. Roland Köberle, who supervised me during my undergraduate studies. Prof. Köberle has taught me to deeply understand math, because the real science would show up when we are only left with Physics questions. I believe that now I know some math, but my Physics reasoning and questioning have sharpened.Second, the supervisor I am currently involved at this moment, Prof. Fernando J. Von Zuben. Prof. Von Zuben opened the doors of his lab to me at the beginning of 2016 and has been supportive to my work until its very end. I could attend some of his classes in which I learned most of what I know about machine learning. His guidance was fundamental to this accomplishment and if I am to select one aspect of this contact I had with him is how much I felt my decisions and ideas were being trusted. Trust has given me great responsibility, but at the same time incited me to deliver my best.Third, I am ever thankful for the friends who have surrounded me since my undergraduate studies. A special thanks to Marcos M. Raimundo for the partnership, João Fracasso and Saullo Oliveira. Thank you guys from Itaú Bank for the latest ideas concerning this work: Edilson and Tiago. Thanks Vinícius Mikuni, Thales Lima, Lenka Malá and Millena Logrado for the friendship and true critics along this path.I would like very much to thank all the professors who took some time along the way to guide me, providing fresh ideas and material to work with. Thanks Prof. Romis