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ORCIDJosé Hernández-Orallo
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- affiliation: Polytechnic University of Valencia, Spain
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2020 – today
- 2020
[j43]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)- [j42]José Hernández-Orallo:
Twenty Years Beyond the Turing Test: Moving Beyond the Human Judges Too. Minds Mach. 30(4): 533-562 (2020) - [j41]Fernando Martínez-Plumed, José Hernández-Orallo:
Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality. IEEE Trans. Games 12(2): 121-131 (2020) - [c72]John Burden, José Hernández-Orallo:
Exploring AI Safety in Degrees: Generality, Capability and Control. SafeAI@AAAI 2020: 36-40 - [c71]Fernando Martínez-Plumed, Songül Tolan, Annarosa Pesole, José Hernández-Orallo, Enrique Fernández-Macías, Emilia Gómez:
Does AI Qualify for the Job?: A Bidirectional Model Mapping Labour and AI Intensities. AIES 2020: 94-100 - [c70]José Hernández-Orallo:
AI Safety Landscape From short-term specific system engineering to long-term artificial general intelligence. DSN Workshops 2020: 72-73 - [c69]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 - [c68]José Hernández-Orallo, Jan Arne Telle:
Finite and Confident Teaching in Expectation: Sampling from Infinite Concept Classes. ECAI 2020: 1182-1189 - [c67]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Jess Whittlestone, Seán Ó hÉigeartaigh:
AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety Issues. ECAI 2020: 2521-2528 - [c66]Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez:
Tracking AI: The Capability Is (Not) Near. ECAI 2020: 2915-2916 - [e5]Huáscar Espinoza, José Hernández-Orallo, Xin Cynthia Chen, Seán S. ÓhÉigeartaigh, Xiaowei Huang, Mauricio Castillo-Effen, Richard Mallah, John McDermid:
Proceedings of the Workshop on Artificial Intelligence Safety, co-located with 34th AAAI Conference on Artificial Intelligence, SafeAI@AAAI 2020, New York City, NY, USA, February 7, 2020. CEUR Workshop Proceedings 2560, CEUR-WS.org 2020 [contents] - [e4]Huáscar Espinoza, John McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Yokohama, Japan, January, 2021. CEUR Workshop Proceedings 2640, CEUR-WS.org 2020 [contents] - [i30]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Evaluating the Apperception Engine. CoRR abs/2007.05367 (2020)
2010 – 2019
- 2019
- [j40]Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo:
Item response theory in AI: Analysing machine learning classifiers at the instance level. Artif. Intell. 271: 18-42 (2019) - [j39]Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen, Seán Ó hÉigeartaigh, José Hernández-Orallo, Chiori Hori, Xiaowei Huang, Kokil Jaidka, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam, Martin Michalowski, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni:
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40(3): 67-78 (2019) - [j38]Cèsar Ferri, José Hernández-Orallo, Peter A. Flach:
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33(4): 805-847 (2019) - [j37]José Hernández-Orallo:
AI Generality and Spearman's Law of Diminishing Returns. J. Artif. Intell. Res. 64: 529-562 (2019) - [j36]Jan Arne Telle, José Hernández-Orallo, Cèsar Ferri:
The teaching size: computable teachers and learners for universal languages. Mach. Learn. 108(8-9): 1653-1675 (2019) - [c65]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Seán Ó hÉigeartaigh:
Surveying Safety-relevant AI Characteristics. SafeAI@AAAI 2019 - [c64]José Hernández-Orallo, Karina Vold:
AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI. AIES 2019: 507-513 - [c63]Matthew Crosby, Benjamin Beyret, Murray Shanahan, José Hernández-Orallo, Lucy Cheke, Marta Halina:
The Animal-AI Testbed and Competition. Proceedings of Machine Learning Research 2019: 164-176 - [c62]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
Automating Common Data Science Matrix Transformations. PKDD/ECML Workshops (1) 2019: 17-27 - [c61]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 - [c60]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 - [e3]Huáscar Espinoza, Seán Ó hÉigeartaigh, Xiaowei Huang, José Hernández-Orallo, Mauricio Castillo-Effen:
Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), Honolulu, Hawaii, January 27, 2019. CEUR Workshop Proceedings 2301, CEUR-WS.org 2019 [contents] - [e2]Huáscar Espinoza, Han Yu, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. CEUR Workshop Proceedings 2419, CEUR-WS.org 2019 [contents] - [i29]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Fairness and Missing Values. CoRR abs/1905.12728 (2019) - [i28]Benjamin Beyret, José Hernández-Orallo, Lucy Cheke, Marta Halina, Murray Shanahan, Matthew Crosby:
The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition. CoRR abs/1909.07483 (2019) - [i27]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Making sense of sensory input. CoRR abs/1910.02227 (2019) - 2018
- [c59]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 - [c58]Fernando Martínez-Plumed, Bao Sheng Loe, Peter A. Flach, Seán Ó hÉigeartaigh, Karina Vold, José Hernández-Orallo:
The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI. IJCAI 2018: 5180-5187 - [i26]José Hernández-Orallo, Jan Arne Telle:
Finite Biased Teaching with Infinite Concept Classes. CoRR abs/1804.07121 (2018) - [i25]Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh, José Hernández-Orallo:
Accounting for the Neglected Dimensions of AI Progress. CoRR abs/1806.00610 (2018) - [i24]Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018) - [i23]Enrique Fernández-Macías, Emilia Gómez, José Hernández-Orallo, Bao Sheng Loe, Bertin Martens, Fernando Martínez-Plumed, Songül Tolan:
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work. CoRR abs/1807.02416 (2018) - [i22]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) - [i21]Fernando Martínez-Plumed, José Hernández-Orallo:
Analysing Results from AI Benchmarks: Key Indicators and How to Obtain Them. CoRR abs/1811.08186 (2018) - 2017
- [b1]José Hernández-Orallo:
The Measure of All Minds: Evaluating Natural and Artificial Intelligence. Cambridge University Press 2017, ISBN 9781316594179 - [j35]José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson:
A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. 38(3): 66-69 (2017) - [j34]José Hernández-Orallo:
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement. Artif. Intell. Rev. 48(3): 397-447 (2017) - [j33]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) - [c57]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe:
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). IJCAI 2017: 5005-5009 - [c56]David Nieves, César Ferri, José Hernández-Orallo, Carlos Monserrat:
Low-level Event Detection System for Minimally-Invasive Surgery Training. iWOAR 2017: 5:1-5:6 - [c55]Kristina Y. Yordanova, Carlos Monserrat, David Nieves, José Hernández-Orallo:
Knowledge Extraction from Task Narratives. iWOAR 2017: 7:1-7:6 - [c54]Sankalp Bhatnagar, Anna Alexandrova, Shahar Avin, Stephen Cave, Lucy Cheke, Matthew Crosby, Jan Feyereisl, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh, Fernando Martínez-Plumed, Huw Price, Henry Shevlin, Adrian Weller, Alan F. T. Winfield, José Hernández-Orallo:
Mapping Intelligence: Requirements and Possibilities. PT-AI 2017: 117-135 - [c53]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana:
Modelling Machine Learning Models. PT-AI 2017: 175-186 - [i20]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) - 2016
- [j32]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe:
Computer models solving intelligence test problems: Progress and implications. Artif. Intell. 230: 74-107 (2016) - [j31]José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche:
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29(5): 551-566 (2016) - [j30]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) - [c52]José Hernández-Orallo:
Is Spearman's Law of Diminishing Returns (SLODR) Meaningful for Artificial Agents? ECAI 2016: 471-479 - [c51]Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo:
Making Sense of Item Response Theory in Machine Learning. ECAI 2016: 1140-1148 - 2015
- [j29]José Hernández-Orallo:
On environment difficulty and discriminating power. Auton. Agents Multi Agent Syst. 29(3): 402-454 (2015) - [j28]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) - [j27]Sumit Gulwani, José Hernández-Orallo, Emanuel Kitzelmann, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Inductive programming meets the real world. Commun. ACM 58(11): 90-99 (2015) - [j26]Tarek R. Besold, José Hernández-Orallo, Ute Schmid:
Can Machine Intelligence be Measured in the Same Way as Human intelligence? Künstliche Intell. 29(3): 291-297 (2015) - [j25]José Hernández-Orallo:
Derek Partridge: What Makes You Clever: The Puzzle of Intelligence - World Scientific, 2013, xvi+447, $25.00, ISBN: 978-981-4513. Minds Mach. 25(1): 97-101 (2015) - [c50]José Hernández-Orallo:
Stochastic Tasks: Difficulty and Levin Search. AGI 2015: 90-100 - [c49]Javier Insa-Cabrera, José Hernández-Orallo:
Instrumental Properties of Social Testbeds. AGI 2015: 101-110 - [c48]José Hernández-Orallo:
C-Tests Revisited: Back and Forth with Complexity. AGI 2015: 272-282 - [c47]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 - [c46]Adolfo Martínez Usó, José Hernández-Orallo:
Multidimensional Prediction Models When the Resolution Context Changes. ECML/PKDD (2) 2015: 509-524 - [i19]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) - [i18]José Hernández-Orallo:
Universal Psychometrics Tasks: difficulty, composition and decomposition. CoRR abs/1503.07587 (2015) - [i17]José Hernández-Orallo, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Approaches and Applications of Inductive Programming (Dagstuhl Seminar 15442). Dagstuhl Reports 5(10): 89-111 (2015) - 2014
- [j24]David L. Dowe, José Hernández-Orallo:
How universal can an intelligence test be? Adapt. Behav. 22(1): 51-69 (2014) - [j23]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) - [j22]José Hernández-Orallo, David L. Dowe, M. Victoria Hernández-Lloreda:
Universal psychometrics: Measuring cognitive abilities in the machine kingdom. Cogn. Syst. Res. 27: 50-74 (2014) - [j21]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aggregative quantification for regression. Data Min. Knowl. Discov. 28(2): 475-518 (2014) - [j20]José Hernández-Orallo:
Probabilistic Reframing for Cost-Sensitive Regression. ACM Trans. Knowl. Discov. Data 8(4): 17:1-17:55 (2014) - [c45]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 - [i16]Javier Insa-Cabrera, José Hernández-Orallo:
Definition and properties to assess multi-agent environments as social intelligence tests. CoRR abs/1408.6350 (2014) - [i15]José Hernández-Orallo:
AI Evaluation: past, present and future. CoRR abs/1408.6908 (2014) - [i14]José Hernández-Orallo:
A note about the generalisation of the $C$-tests. CoRR abs/1412.8529 (2014) - 2013
- [j19]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) - [j18]José Hernández-Orallo, David L. Dowe:
On Potential Cognitive Abilities in the Machine Kingdom. Minds Mach. 23(2): 179-210 (2013) - [j17]José Hernández-Orallo, Peter A. Flach, César Ferri:
ROC curves in cost space. Mach. Learn. 93(1): 71-91 (2013) - [j16]José Hernández-Orallo:
ROC curves for regression. Pattern Recognit. 46(12): 3395-3411 (2013) - [i13]José Hernández-Orallo:
Complexity distribution of agent policies. CoRR abs/1302.2056 (2013) - [i12]José Hernández-Orallo:
A short note on estimating intelligence from user profiles in the context of universal psychometrics: prospects and caveats. CoRR abs/1305.1655 (2013) - [i11]David L. Dowe, José Hernández-Orallo:
On the universality of cognitive tests. CoRR abs/1305.1991 (2013) - [i10]Celestine Periale Maguedong-Djoumessi, José Hernández-Orallo:
Test cost and misclassification cost trade-off using reframing. CoRR abs/1305.7111 (2013) - [i9]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) - 2012
- [j15]José Hernández-Orallo, Peter A. Flach, César Ferri:
A unified view of performance metrics: translating threshold choice into expected classification loss. J. Mach. Learn. Res. 13: 2813-2869 (2012) - [c44]Javier Insa-Cabrera, Jose-Luis Benacloch-Ayuso, José Hernández-Orallo:
On Measuring Social Intelligence: Experiments on Competition and Cooperation. AGI 2012: 126-135 - [c43]José Hernández-Orallo, Javier Insa-Cabrera, David L. Dowe, Bill Hibbard:
Turing Tests with Turing Machines. Turing-100 2012: 140-156 - [c42]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning with Configurable Operators and RL-Based Heuristics. NFMCP 2012: 1-16 - [i8]Javier Insa-Cabrera, Jose-Luis Benacloch-Ayuso, José Hernández-Orallo:
On the influence of intelligence in (social) intelligence testing environments. CoRR abs/1202.0837 (2012) - [i7]José Hernández-Orallo:
Soft (Gaussian CDE) regression models and loss functions. CoRR abs/1211.1043 (2012) - 2011
- [j14]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Using negotiable features for prescription problems. Computing 91(2): 135-168 (2011) - [c41]José Hernández-Orallo, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, Javier Insa-Cabrera:
On More Realistic Environment Distributions for Defining, Evaluating and Developing Intelligence. AGI 2011: 82-91 - [c40]Javier Insa-Cabrera, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, José Hernández-Orallo:
Comparing Humans and AI Agents. AGI 2011: 122-132 - [c39]David L. Dowe, José Hernández-Orallo, Paramjit K. Das:
Compression and Intelligence: Social Environments and Communication. AGI 2011: 204-211 - [c38]Javier Insa-Cabrera, David L. Dowe, José Hernández-Orallo:
Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test. CAEPIA 2011: 1-11 - [c37]José Hernández-Orallo, Peter A. Flach, Cèsar Ferri Ramirez:
Brier Curves: a New Cost-Based Visualisation of Classifier Performance. ICML 2011: 585-592 - [c36]Peter A. Flach, José Hernández-Orallo, Cèsar Ferri Ramirez:
A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance. ICML 2011: 657-664 - [i6]Javier Insa-Cabrera, José Hernández-Orallo:
An architecture for the evaluation of intelligent systems. CoRR abs/1102.0714 (2011) - [i5]José Hernández-Orallo, Peter A. Flach, Cèsar Ferri Ramirez:
Technical Note: Towards ROC Curves in Cost Space. CoRR abs/1107.5930 (2011) - [i4]Javier Insa-Cabrera, José Hernández-Orallo:
Analysis of first prototype universal intelligence tests: evaluating and comparing AI algorithms and humans. CoRR abs/1109.5072 (2011) - [i3]Jorge-Alonso Bedoya-Puerta, José Hernández-Orallo:
Application of distances between terms for flat and hierarchical data. CoRR abs/1109.5078 (2011) - [i2]José Hernández-Orallo, Peter A. Flach, César Ferri:
Threshold Choice Methods: the Missing Link. CoRR abs/1112.2640 (2011) - 2010
- [j13]José Hernández-Orallo, David L. Dowe:
Measuring universal intelligence: Towards an anytime intelligence test. Artif. Intell. 174(18): 1508-1539 (2010) - [c35]Fernando Martínez-Plumed, Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Newton Trees. Australasian Conference on Artificial Intelligence 2010: 174-183 - [c34]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Integrated Distance for Atoms. FLOPS 2010: 150-164 - [c33]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Quantification via Probability Estimators. ICDM 2010: 737-742 - [c32]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 - [i1]José Hernández-Orallo:
Annotated English. CoRR abs/1012.5962 (2010)
2000 – 2009
- 2009
- [j12]César Ferri, José Hernández-Orallo, R. Modroiu:
An experimental comparison of performance measures for classification. Pattern Recognit. Lett. 30(1): 27-38 (2009) - [c31]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Generalisation Operators for Lists Embedded in a Metric Space. AAIP 2009: 117-139 - [c30]Antonio Bella, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
Negotiation with Price-dependent Probability Models. WAT 2009: 9-20 - [c29]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity-Binning Averaging: A Generalisation of Binning Calibration. IDEAL 2009: 341-349 - [c28]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
- [c27]Ana Maria Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Hierarchical Distance-Based Conceptual Clustering. ECML/PKDD (1) 2008: 349-364 - 2007
- [c26]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
- [j11]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) - [j10]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) - [j9]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. Electron. Notes Theor. Comput. Sci. 157(2): 35-40 (2006) - [c25]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
- [c24]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
Knowledge acquisition through machine learning: minimising expert's effort. ICMLA 2005 - [c23]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Distance Based Generalisation. ILP 2005: 87-102 - [c22]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 77-82 - [r2]José Hernández-Orallo:
Data Warehousing and OLAP. Encyclopedia of Database Technologies and Applications 2005: 127-133 - [r1]José Hernández-Orallo:
Knowledge Discovery from Databases. Encyclopedia of Database Technologies and Applications 2005: 313-318 - 2004
- [j8]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explor. 6(2): 159-161 (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]César Ferri, Peter A. Flach, José Hernández-Orallo:
Delegating classifiers. ICML 2004 - [c19]