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María José Ramírez-Quintana
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- affiliation: Polytechnic University of Valencia, Spain
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Journal Articles
- 2023
- [j15]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): 2053-2082 (2023) - 2021
- [j14]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): 3048-3061 (2021) - 2020
- [j13]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: 113263 (2020) - 2018
- [j12]Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana:
Probabilistic class hierarchies for multiclass classification. J. Comput. Sci. 26: 254-263 (2018) - 2017
- [j11]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
A computational analysis of general intelligence tests for evaluating cognitive development. Cogn. Syst. Res. 43: 100-118 (2017) - 2016
- [j10]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana:
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30(4): 848-890 (2016) - 2015
- [j9]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez:
Knowledge acquisition with forgetting: an incremental and developmental setting. Adapt. Behav. 23(5): 283-299 (2015) - 2014
- [j8]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bridging the Gap between Distance and Generalization. Comput. Intell. 30(3): 473-513 (2014) - [j7]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aggregative quantification for regression. Data Min. Knowl. Discov. 28(2): 475-518 (2014) - 2013
- [j6]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the effect of calibration in classifier combination. Appl. Intell. 38(4): 566-585 (2013) - 2011
- [j5]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Using negotiable features for prescription problems. Computing 91(2): 135-168 (2011) - 2006
- [j4]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
The Mimetic Technique when the Original Data is Not Available: Model Learning and Revision. Inteligencia Artif. 10(29): 59-68 (2006) - [j3]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity Functions for Structured Data. An Application to Decision Trees. Inteligencia Artif. 10(29): 109-121 (2006) - 2001
- [j2]José Hernández-Orallo, M. José Ramírez-Quintana:
Predictive Software. Autom. Softw. Eng. 8(2): 139-166 (2001) - 2000
- [j1]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aprendizaje Automatico de Programas Logico-Funcionales. Inteligencia Artif. 4(11): 27-38 (2000)
Conference and Workshop Papers
- 2022
- [c48]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 - 2020
- [c47]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: 1135-1142 - 2019
- [c46]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: 735-751 - [c45]Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) 2019: 755-759 - 2018
- [c44]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: 55-65 - [c43]Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana:
Adapting Hierarchical Multiclass Classification to Changes in the Target Concept. CAEPIA 2018: 118-127 - 2017
- [c42]Daniel Silva-Palacios, César Ferri, María José Ramírez-Quintana:
Improving Performance of Multiclass Classification by Inducing Class Hierarchies. ICCS 2017: 1692-1701 - [c41]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana:
Modelling Machine Learning Models. PT-AI 2017: 175-186 - 2015
- [c40]Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed:
Pentaho + R: An Integral View for Multidimensional Prediction Models. CAEPIA 2015: 234-244 - 2014
- [c39]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. ICMLA 2014: 111-116 - 2012
- [c38]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning with Configurable Operators and RL-Based Heuristics. NFMCP 2012: 1-16 - 2011
- [c37]Jorge A. Bedoya-Puerta, José Hernández-Orallo, Cèsar Ferri, María José Ramírez-Quintana:
Applying distances between terms to both flat and hierarchical data. AAIP 2011: 1-16 - 2010
- [c36]Fernando Martínez-Plumed, Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Newton Trees. Australasian Conference on Artificial Intelligence 2010: 174-183 - [c35]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Integrated Distance for Atoms. FLOPS 2010: 150-164 - [c34]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Quantification via Probability Estimators. ICDM 2010: 737-742 - [c33]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Data Mining Strategies for CRM Negotiation Prescription Problems. IEA/AIE (1) 2010: 520-530 - 2009
- [c32]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Generalisation Operators for Lists Embedded in a Metric Space. AAIP 2009: 117-139 - [c31]Antonio Bella, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
Negotiation with Price-dependent Probability Models. WAT 2009: 9-20 - [c30]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity-Binning Averaging: A Generalisation of Binning Calibration. IDEAL 2009: 341-349 - [c29]Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. PAKDD 2009: 637-646 - 2008
- [c28]Ana Maria Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Hierarchical Distance-Based Conceptual Clustering. ECML/PKDD (1) 2008: 349-364 - 2007
- [c27]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. IDEAL 2007: 609-619 - 2006
- [c26]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Minimal Distance-Based Generalisation Operators for First-Order Objects. ILP 2006: 169-183 - 2005
- [c25]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
Knowledge acquisition through machine learning: minimising expert's effort. ICMLA 2005 - [c24]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Distance Based Generalisation. ILP 2005: 87-102 - [c23]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 77-82 - [c22]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 35-40 - 2004
- [c21]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models. Discovery Science 2004: 338-346 - [c20]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bagging Decision Multi-trees. Multiple Classifier Systems 2004: 41-51 - 2003
- [c19]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Beam Search Extraction and Forgetting Strategies on Shared Ensembles. Multiple Classifier Systems 2003: 206-216 - [c18]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Simple Mimetic Classifiers. MLDM 2003: 156-171 - [c17]Demis Ballis, Moreno Falaschi, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Cost-sensitive diagnosis of declarative programs. WFLP 2003: 85-104 - 2002
- [c16]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
From Ensemble Methods to Comprehensible Models. Discovery Science 2002: 165-177 - [c15]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Shared Ensemble Learning Using Multi-trees. IBERAMIA 2002: 204-213 - [c14]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Induction of Decision Multi-trees Using Levin Search. International Conference on Computational Science (1) 2002: 166-175 - [c13]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
SMILES: A Multi-purpose Learning System. JELIA 2002: 529-532 - 2001
- [c12]Cèsar Ferri Ramírez, José Hernández-Orallo, María José Ramírez-Quintana:
AND/OR trees for the learning of functional logic programs. APPIA-GULP-PRODE 2001: 329-341 - [c11]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Incremental Learning of Functional Logic Programs. FLOPS 2001: 233-247 - 2000
- [c10]José Hernández-Orallo, M. José Ramírez-Quintana:
Software as Learning: Quality Factors and Life-Cycle Revised. FASE 2000: 147-162 - [c9]Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Universal Learning of Classes from Sparse and Non-uniform Evidence. ILP Work-in-progress reports 2000 - [c8]José Hernández-Orallo, M. José Ramírez-Quintana:
The role of induction in (semi-)automated software life-cycles. WFLP 2000: 283-295 - [c7]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning functional logic classification concepts from databases. WFLP 2000: 296-308 - 1999
- [c6]José Hernández-Orallo, M. José Ramírez-Quintana:
A Strong Complete Schmema for Inductive Functional Logic Programming. ILP 1999: 116-127 - 1998
- [c5]José Hernández-Orallo, M. José Ramírez-Quintana:
Inverse Narrowing for the Induction of Functional Logic Programs. APPIA-GULP-PRODE 1998: 379-392 - 1993
- [c4]J. Piris, María José Ramírez:
An Implementation of Equational Constructive Negation. GULP 1993: 143-156 - [c3]A. Mora, J. Piris, María José Ramírez, Moreno Falaschi:
A Prototype System for Equational Constructive Negation. ILPS 1993: 638 - 1992
- [c2]María Alpuente, María José Ramírez:
An Equational Constraint Logic Approach to Database Design. DEXA 1992: 26-31 - [c1]María José Ramírez, Moreno Falaschi:
Conditional Narrowing with Constructive Negation. ELP 1992: 59-79
Informal and Other Publications
- 2018
- [i4]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 abs/1809.10054 (2018) - 2017
- [i3]Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana:
CASP-DM: Context Aware Standard Process for Data Mining. CoRR abs/1709.09003 (2017) - 2015
- [i2]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR abs/1502.05615 (2015) - 2013
- [i1]Fernando Martínez-Plumed, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the definition of a general learning system with user-defined operators. CoRR abs/1311.4235 (2013)
Coauthor Index
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