María Pérez-Ortiz
Orcid: 0000-0003-1302-6093Affiliations:
- University College London, AI Centre, United Kingdom
According to our database1,
María Pérez-Ortiz
authored at least 84 papers
between 2011 and 2024.
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Bibliography
2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Can Reinforcement Learning support policy makers? A preliminary study with Integrated Assessment Models.
CoRR, 2023
TrueLearn: A Python Library for Personalised Informational Recommendations with (Implicit) Feedback.
Proceedings of the 6th Workshop on Online Recommender Systems and User Modeling co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023
2022
IEEE Trans. Multim., 2022
Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments.
Proceedings of the 15th International Conference on Educational Data Mining, 2022
Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022
2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
2020
IEEE Trans. Image Process., 2020
SIGIR Forum, 2020
CoRR, 2020
VLEngagement: A Dataset of Scientific Video Lectures for Evaluating Population-based Engagement.
CoRR, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
What's in it for me?: Augmenting Recommended Learning Resources with Navigable Annotations.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 13th International Conference on Educational Data Mining, 2020
TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Neurocomputing, 2019
Proceedings of the Picture Coding Symposium, 2019
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Appl. Soft Comput., 2018
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Trained Perceptual Transform for Quality Assessment of High Dynamic Range Images and Video.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
Synthetic semi-supervised learning in imbalanced domains: Constructing a model for donor-recipient matching in liver transplantation.
Knowl. Based Syst., 2017
CoRR, 2017
Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem.
Artif. Intell. Medicine, 2017
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation.
Proceedings of the Advances in Computational Intelligence, 2017
An Iterated Greedy Algorithm for Improving the Generation of Synthetic Patterns in Imbalanced Learning.
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Knowl. Data Eng., 2016
Neural Process. Lett., 2016
On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes.
Neural Process. Lett., 2016
Neural Networks, 2016
Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery.
Expert Syst. Appl., 2016
Adapting linear discriminant analysis to the paradigm of learning from label proportions.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Tackling the ordinal and imbalance nature of a melanoma image classification problem.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Classification of Melanoma Presence and Thickness Based on Computational Image Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
Fisher Score-Based Feature Selection for Ordinal Classification: A Social Survey on Subjective Well-Being.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation Problem.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
Learning from Label Proportions via an Iterative Weighting Scheme and Discriminant Analysis.
Proceedings of the Advances in Artificial Intelligence, 2016
2015
IEEE Trans. Knowl. Data Eng., 2015
Neurocomputing, 2015
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method.
Appl. Soft Comput., 2015
An Experimental Comparison for the Identification of Weeds in Sunflower Crops via Unmanned Aerial Vehicles and Object-Based Analysis.
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the Advances in Computational Intelligence, 2015
2014
Classification of EU countries' progress towards sustainable development based on ordinal regression techniques.
Knowl. Based Syst., 2014
Neurocomputing, 2014
Appl. Soft Comput., 2014
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014
Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014
Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered Probability Estimates.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014
Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014
2013
Memetic Pareto differential evolutionary neural network used to solve an unbalanced liver transplantation problem.
Soft Comput., 2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
2012
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
A System Learning User Preferences for Multiobjective Optimization of Facility Layouts.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011