Maria Jose Ramirez-Quintana

Associate Professor, UNIVERSITAT POLITÈCNICA DE VALÈNCIA

Joined

April 2020

Names

Maria Jose Ramirez-Quintana (Preferred)

Emails

****@dsic.upv.es (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

UNIVERSITAT POLITÈCNICA DE VALÈNCIA (upv.es)

1997 – Present

Advisors, Relations & Conflicts

Coauthor

Jose Hernandez-Orallo

Present

Coauthor

Cesar Ferri Ramirez

Present

Coauthor

Fernando Martínez Plumed

Present

Coauthor

Peter Flach

Present

Expertise

Explainable AI

black-box models

2017 – Present

Data mining

data wrangling

2015 – Present

Machine Learning

classification methods

classifier evaluation

2000 – Present

Inductive Logic programming

Program Synthesis

Inductive programming

1996 – 2005

Publications

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang et al. (430 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Learning alternative ways of performing a task.
David Nieves, María José Ramírez-Quintana, Carlos Monserrat Aranda, Cèsar Ferri, José Hernández-Orallo
- 2020 (modified: 01 Jun 2020)
- Expert Syst. Appl.2020
- Readers: Everyone
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge.
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
- 2019 (modified: 06 May 2021)
- ECML/PKDD (3)2019
- Readers: Everyone
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation.
Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
- 2019 (modified: 06 May 2021)
- ECML/PKDD (3)2019
- Readers: Everyone
Adapting Hierarchical Multiclass Classification to Changes in the Target Concept.
Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana
- 2018 (modified: 09 Nov 2022)
- CAEPIA2018
- Readers: Everyone
Identifying the Machine Learning Family from Black-Box Models.
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
- 2018 (modified: 09 Nov 2022)
- CAEPIA2018
- Readers: Everyone
Probabilistic class hierarchies for multiclass classification.
Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana
- 2018 (modified: 03 Jun 2020)
- J. Comput. Sci.2018
- Readers: Everyone
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation.
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
- 2018 (modified: 09 Nov 2022)
- CoRR2018
- Readers: Everyone
Improving Performance of Multiclass Classification by Inducing Class Hierarchies.
Daniel Silva-Palacios, César Ferri, María José Ramírez-Quintana
- 2017 (modified: 01 Jun 2020)
- ICCS2017
- Readers: Everyone
CASP-DM: Context Aware Standard Process for Data Mining.
Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana
- 2017 (modified: 09 Nov 2022)
- CoRR2017
- Readers: Everyone

View all 63 publications

Co-Authors

View all 473 co-authors