Computer Science
Listando 12 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article
Making sense of sensory input
Evans, Richard; Hernandez-Orallo, Jose; Welbl, Johannes; Kohli, Pushmeet; Sergot, Marek
ARTIFICIAL INTELLIGENCE
0004-3702 (2021)
DOI /
10.1016/j.artint.2020.103438
Green submitted, Hybrid
Mentions
118
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0
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0
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0
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Article
Research community dynamics behind popular AI benchmarks
Martinez-Plumed, Fernando; Barredo, Pablo; Heigeartaigh, Sean O.; Hernandez-Orallo, Jose
NATURE MACHINE INTELLIGENCE
(2021)
DOI /
10.1038/s42256-021-00339-6
Mentions
0
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0
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2
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0
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Article
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories
Martinez-Plumed, Fernando; Contreras-Ochando, Lidia; Ferri, Cesar; Hernandez-Orallo, Jose; Kull, Meelis; Lachiche, Nicolas; Ramirez-Quintana, Maria Jose; Flach, Peter
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
1041-4347 (2021)
DOI /
10.1109/tkde.2019.2962680
Green submitted
Mentions
7
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0
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0
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Article
General intelligence disentangled via a generality metric for natural and artificial intelligence
Hernandez-Orallo, Jose; Loe, Bao Sheng; Cheke, Lucy; Martinez-Plumed, Fernando; HEigeartaigh, Sean O.
SCIENTIFIC REPORTS
2045-2322 (2021)
DOI /
10.1038/s41598-021-01997-7
Gold, Green published
Mentions
7
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0
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0
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Article
Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality
Martinez-Plumed, Fernando; Hernandez-Orallo, Jose
IEEE TRANSACTIONS ON GAMES
2475-1502 (2020)
DOI /
10.1109/tg.2018.2883773
Green submitted
Mentions
3
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0
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0
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0
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Article
AUTOMAT[R]IX: learning simple matrix pipelines
Contreras-Ochando, Lidia; Ferri, Cesar; Hernandez-Orallo, Jose
MACHINE LEARNING
0885-6125 (2021)
DOI /
10.1007/s10994-021-05950-7
Hybrid
Mentions
3
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0
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0
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Editorial Material
Gazing into Clever Hans machines
Hernandez-Orallo, Jose
NATURE MACHINE INTELLIGENCE
(2019)
DOI /
10.1038/s42256-019-0032-5
Mentions
1
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0
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0
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0
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Article
Setting decision thresholds when operating conditions are uncertain
Ferri, Cesar; Hernandez-Orallo, Jose; Flach, Peter
DATA MINING AND KNOWLEDGE DISCOVERY
1384-5810 (2019)
DOI /
10.1007/s10618-019-00613-7
Hybrid, Green published
Mentions
1
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0
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0
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0
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Article
Item response theory in AI: Analysing machine learning classifiers at the instance level
Martinez-Plumed, Fernando; Prudencio, Ricardo B. C.; Martinez-Uso, Adolfo; Hernandez-Orallo, Jose
ARTIFICIAL INTELLIGENCE
0004-3702 (2019)
DOI /
10.1016/j.artint.2018.09.004
Bronze
Mentions
1
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0
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0
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0
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Article
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement
Hernandez-Orallo, Jose
ARTIFICIAL INTELLIGENCE REVIEW
0269-2821 (2017)
DOI /
10.1007/s10462-016-9505-7
Green published
Mentions
1
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0
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0
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0
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Article
AI Generality and Spearman's Law of Diminishing Returns
Hernandez-Orallo, Jose
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
1076-9757 (2019)
DOI /
10.1613/jair.1.11388
Gold
Mentions
1
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0
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0
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Article
A New AI Evaluation Cosmos: Ready to Play the Game?
Hernandez-Orallo, Jose; Baroni, Marco; Bieger, Jordi; Chmait, Nader; Dowe, David L.; Hofmann, Katja; Martinez-Plumed, Fernando; Strannegard, Claes; Thorissons, Kristinn R.
AI MAGAZINE
0738-4602 (2017)
DOI /
10.1609/aimag.v38i3.2748
Green accepted, Green published, Bronze
