Cèsar Ferri
Orcid: 0000-0002-8975-1120Affiliations:
- Polytechnic University of Valencia, Spain
According to our database1,
Cèsar Ferri
authored at least 107 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on twitter.com
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on orcid.org
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on github.com
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on dsic.upv.es
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Bibliography
2024
Nat., October, 2024
Mach. Learn. Sci. Technol., 2024
Comput. Educ., 2024
XAI for Time Series Classification: Evaluating the Benefits of Model Inspection for End-Users.
Proceedings of the Explainable Artificial Intelligence, 2024
Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024
Evaluating Performance and Trustworthiness of RAG Systems for Generating Administrative Text.
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
2023
Patterns, September, 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res., 2023
XAI with Machine Teaching When Humans Are (Not) Informed About the Irrelevant Features.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 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
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 Human-Like Machine Intelligence., 2022
2021
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories.
IEEE Trans. Knowl. Data Eng., 2021
Int. J. Intell. Syst., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Intelligent Data Analysis XIX, 2021
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
2019
Mach. Learn., 2019
Data Min. Knowl. Discov., 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 Machine Learning and Knowledge Discovery in Databases, 2019
2018
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation.
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 Advances in 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
Proceedings of the Philosophy and Theory of Artificial Intelligence 2017, 2017
Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
2016
Data Min. Knowl. Discov., 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
airVLC: An Application for Visualizing Wind-Sensitive Interpolation of Urban Air Pollution Forecasts.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
2015
Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014).
SIGKDD Explor., 2015
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems.
CoRR, 2015
Adapt. Behav., 2015
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 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
A unified view of performance metrics: translating threshold choice into expected classification loss.
J. Mach. Learn. Res., 2012
Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012
2011
Proceedings of the 28th International Conference on Machine Learning, 2011
A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance.
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of AAIP 2011, 2011
2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the Functional and Logic Programming, 10th International Symposium, 2010
2009
Pattern Recognit. Lett., 2009
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Second Workshop on Agreement Technologies, 2009
Proceedings of the Approaches and Applications of Inductive Programming, 2009
2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
2007
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
2006
Inteligencia Artif., 2006
Proceedings of the Inductive Logic Programming, 16th International Conference, 2006
2005
Proceedings of the International Workshop on Automated Specification and Verification of Web Sites, 2005
Proceedings of the Inductive Logic Programming, 15th International Conference, 2005
2004
SIGKDD Explor., 2004
Cautious Classifiers.
Proceedings of the ROC Analysis in Artificial Intelligence, 1st International Workshop, 2004
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004
2003
Proceedings of the 12th International Workshop on Functional and Constraint Logic Programming, 2003
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003
Proceedings of the Machine Learning: ECML 2003, 2003
Proceedings of the Machine Learning: ECML 2003, 2003
2002
Proceedings of the Logics in Artificial Intelligence, European Conference, 2002
Learning Decision Trees Using the Area Under the ROC Curve.
Proceedings of the Machine Learning, 2002
Proceedings of the Computational Science - ICCS 2002, 2002
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the Discovery Science, 5th International Conference, 2002
2001
Proceedings of the Functional and Logic Programming, 5th International Symposium, 2001
Proceedings of the APPIA-GULP-PRODE 2001: Joint Conference on Declarative Programming, 2001
2000
Learning functional logic classification concepts from databases.
Proceedings of the 9th International Workshop on Functional and Logic Programming, 2000
List-Processing Optimizations in a Multi-Paradigm Declarative Language.
Proceedings of the 9th International Workshop on Functional and Logic Programming, 2000
Proceedings of the Inductive Logic Programming, 10th International Conference, 2000
Proceedings of the Advances in Computing Science, 2000
1999
Inteligencia Artif., 1999