Tutored Projects, Teaching Innovation Projects,...

Here you will find the final projects I have tutored:

Also, you will find the Teaching Innovation Projects I have been involved in.

Masters Projects

Year Author Title
2023/2024
2 Pedro J. Torres González Introducing class weights into ordinal regression for dealing with imbalanced problems
2021/2022
1 Rafael Ayllón Gavilán Ordinal classification techniques for time series


Degree Projects

Year Author Title
2023/2024
12 Laura Martín Lozano Scientific programming in Python for physics undergraduate students
11 Victoria Pradas Laguna Sales forecasting: a holistic approach with time series and machine learning
10 Cristian Torres Pérez de Gracia Development of KDLOR, SVC1V1 and SVC1VA ordinal sorting algorithms for ORCA-Python
9 Antonio F. Espejo Santofimia Kickboxing tourney: web application for the administration of kickboxing competitions
2022/2023
8 Manuel J. Cabrera Delgado Integration of CSSVC algorithm and regression algorithm wrapper in ORCA-Python
7 Alberto Adamuz Priego Stealthy Spy, a platform game for Android devices
2021/2022
6 Antonio Ramírez Pareja GoRegister: web application for the control and management of attendance at events
5 Jesús Bueno Ruiz OrdClass: web application for the analysis of ordinal classification problems
2020/2021
4 Adrián López Ortiz Artificial Neural Network Training Algorithms for the Orca-Python Library
2019/2020
3 Victoriano Pedrajas Fernández Recovering Time Series: application to Wave Height Problems
2018/2019
2 Pedro J. Villalón Vaquero Machine learning applied to the survival analysis in liver transplantation
2017/2018
1 Miguel Díaz Lozano Development of a Python framework for time series prediction using machine learning algorithms


Teaching Innovation Projects

Introducing fairness, accountability, transparency and ethics (FATE) in artificial intelligence training with an emphasis on a gender perspective (2022/2023)

Hackathon on Machine Learning applied to Life Sciences (2020/2021)

Combined use of the Flipped Classroom pedagogical model, the collaborative learning technique collaborative learning technique Jigsaw and gamification through applications such as Kahoot! or Plickers (2019/2020)

Raising the profile of data science professionals through dynamic, competition-based and a working group on machine learning (2018/2019)