Cèsar Ferri

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Multiclass Classification

Class Hierarchies

Background Knowledge

Data Mining Processes

Top Venues

Publications

Cèsar Ferri, Darío Garigliotti, Brigt Arve Toppe Håvardstun, José Hernández-Orallo, Jan Arne Telle
When Redundancy Matters: Machine Teaching of Representations. CoRR (2024)
Brigt Arve Toppe Håvardstun, Cèsar Ferri, José Hernández-Orallo, Pekka Parviainen, Jan Arne Telle
XAI with Machine Teaching When Humans Are (Not) Informed About the Irrelevant Features. ECML/PKDD (3) (2023)
Gonzalo Jaimovitch-Lopez, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
Can language models automate data wrangling? Mach. Learn. 112 (6) (2023)
Lexin Zhou, Pablo Antonio Moreno Casares, Fernando Martínez-Plumed, John Burden, Ryan Burnell, Lucy Cheke, Cèsar Ferri, Alexandru Marcoci, Behzad Mehrbakhsh, Yael Moros-Daval, Seán Ó hÉigeartaigh, Danaja Rutar, Wout Schellaert, Konstantinos Voudouris, José Hernández-Orallo
Predictable Artificial Intelligence. CoRR (2023)
Lexin Zhou, Fernando Martínez-Plumed, José Hernández-Orallo, Cèsar Ferri, Wout Schellaert
Reject Before You Run: Small Assessors Anticipate Big Language Models. EBeM@IJCAI (2022)
Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, María José Ramírez-Quintana
Robustness Testing of Machine Learning Families using Instance-Level IRT-Difficulty. EBeM@IJCAI (2022)
Cèsar Ferri, José Hernández-Orallo, Jan Arne Telle
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model. IJCAI (2022)
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo
AUTOMAT[R]IX: learning simple matrix pipelines. Mach. Learn. 110 (4) (2021)
Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo
Missing the missing values: The ugly duckling of fairness in machine learning. Int. J. Intell. Syst. 36 (7) (2021)
Gust Verbruggen, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt
Muppets: Multipurpose Table Segmentation. IDA (2021)
Fernando Martínez-Plumed, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33 (8) (2021)
David Nieves, María José Ramírez-Quintana, Carlos Monserrat Aranda, Cèsar Ferri, José Hernández-Orallo
Learning alternative ways of performing a task. Expert Syst. Appl. 148 (2020)
Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, M. José Ramírez-Quintana
Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques. ECAI (2020)
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge. ECML/PKDD (3) (2019)
Cèsar Ferri, José Hernández-Orallo, Peter A. Flach
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33 (4) (2019)
Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo
Fairness and Missing Values. CoRR (2019)
Jan Arne Telle, José Hernández-Orallo, Cèsar Ferri
The teaching size: computable teachers and learners for universal languages. Mach. Learn. 108 (8-9) (2019)
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo
Automating Common Data Science Matrix Transformations. PKDD/ECML Workshops (1) (2019)
Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana
Adapting Hierarchical Multiclass Classification to Changes in the Target Concept. CAEPIA (2018)
Fernando Martínez-Plumed, Juan Carlos Casamayor, Cèsar Ferri, Jon Ander Gómez, Eduardo Vendrell Vidal
SALER: A Data Science Solution to Detect and Prevent Corruption in Public Administration. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
Identifying the Machine Learning Family from Black-Box Models. CAEPIA (2018)
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation. CoRR (2018)
Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana
Probabilistic class hierarchies for multiclass classification. J. Comput. Sci. 26 (2018)
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana
Modelling Machine Learning Models. PT-AI (2017)