Fernando Martínez-Plumed
Orcid: 0000-0003-2902-6477Affiliations:
- Polytechnic University of Valencia, Spain
According to our database1,
Fernando Martínez-Plumed
authored at least 61 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
Nat., October, 2024
Mach. Learn. Sci. Technol., 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Rev. Iberoam. de Tecnol. del Aprendiz., August, 2023
Trends in AI inference energy consumption: Beyond the performance-vs-parameter laws of deep learning.
Sustain. Comput. Informatics Syst., April, 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res., 2023
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models.
J. Artif. Intell. Res., 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories.
IEEE Trans. Knowl. Data Eng., 2021
Telematics Informatics, 2021
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks.
J. Artif. Intell. Res., 2021
Int. J. Intell. Syst., 2021
Proceedings of the 16th International Conference on Computer Science & Education, 2021
2020
Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality.
IEEE Trans. Games, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Does AI Qualify for the Job?: A Bidirectional Model Mapping Labour and AI Intensities.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020
2019
Item response theory in AI: Analysing machine learning classifiers at the instance level.
Artif. Intell., 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019
2018
CoRR, 2018
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation.
CoRR, 2018
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work.
CoRR, 2018
SALER: A Data Science Solution to Detect and Prevent Corruption in Public Administration.
Proceedings of the ECML PKDD 2018 Workshops, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Advances in Artificial Intelligence, 2018
2017
A computational analysis of general intelligence tests for evaluating cognitive development.
Cogn. Syst. Res., 2017
Inteligencia Artif., 2017
Proceedings of the Philosophy and Theory of Artificial Intelligence 2017, 2017
Proceedings of the Philosophy and Theory of Artificial Intelligence 2017, 2017
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract).
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
2016
Artif. Intell., 2016
Proceedings of the First Workshop on Data Science for Social Good co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Dicovery in Databases, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
2015
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems.
CoRR, 2015
Adapt. Behav., 2015
Proceedings of the Advances in Artificial Intelligence, 2015
2014
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
2013
CoRR, 2013
2012
Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012
2010