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Reduced Basis' Acquisition by a Learning Process for Rapid On-line Approximation of Solution to PDE's: Laminar Flow Past a Backstep.
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- Archives of Computational Methods in Engineering, 2018, v. 25, n. 1, p. 131, doi. 10.1007/s11831-017-9238-z
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- Article
A Bayesian Framework for XML Information Retrieval: Searching and Learning with the INEX Collection.
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- Information Retrieval Journal, 2005, v. 8, n. 4, p. 655, doi. 10.1007/s10791-005-0751-6
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- Article
Controlling hallucinations at word level in data-to-text generation.
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- Data Mining & Knowledge Discovery, 2022, v. 36, n. 1, p. 318, doi. 10.1007/s10618-021-00801-4
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- Article
Unsupervised domain adaptation with non-stochastic missing data.
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- Data Mining & Knowledge Discovery, 2021, v. 35, n. 6, p. 2714, doi. 10.1007/s10618-021-00775-3
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- Article
Contextual bandits with hidden contexts: a focused data capture from social media streams.
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- Data Mining & Knowledge Discovery, 2019, v. 33, n. 6, p. 1853, doi. 10.1007/s10618-019-00648-w
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- Article
Multiple Bayesian discriminant functions for high-dimensional massive data classification.
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- Data Mining & Knowledge Discovery, 2017, v. 31, n. 2, p. 465, doi. 10.1007/s10618-016-0481-y
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- Article
Knowledge base completion by learning pairwise-interaction differentiated embeddings.
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- Data Mining & Knowledge Discovery, 2015, v. 29, n. 5, p. 1486, doi. 10.1007/s10618-015-0430-1
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- Article
Neural Adversarial Attacks with Random Noises.
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- International Journal on Artificial Intelligence Tools, 2023, v. 32, n. 5, p. 1, doi. 10.1142/S0218213023600102
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- Article
A Learning to Rank framework applied to text-image retrieval.
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- Multimedia Tools & Applications, 2012, v. 60, n. 1, p. 161, doi. 10.1007/s11042-011-0806-1
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- Article
Semi-supervised learning with an imperfect supervisor.
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- Knowledge & Information Systems, 2005, v. 8, n. 4, p. 385, doi. 10.1007/s10115-005-0219-4
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- Article
Separation of Internal and Forced Variability of Climate Using a U‐Net.
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- Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 6, p. 1, doi. 10.1029/2023MS003964
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- Article
Detection and Attribution of Climate Change Using a Neural Network.
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- Journal of Advances in Modeling Earth Systems, 2023, v. 15, n. 10, p. 1, doi. 10.1029/2022MS003475
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- Article
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.
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- BMC Bioinformatics, 2015, v. 16, n. 1, p. 1, doi. 10.1186/s12859-015-0564-6
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- Article
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition
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- BMC Bioinformatics, 2015, v. 16, n. 1, p. 138, doi. 10.1186/s12859-015-0564-6
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- Article
Detection and attribution of climate change: A deep learning and variational approach.
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- Environmental Data Science, 2022, v. 1, p. 1, doi. 10.1017/eds.2022.17
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- Article
Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods.
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- International Journal of Pattern Recognition & Artificial Intelligence, 1998, v. 12, n. 5, p. 517, doi. 10.1142/S0218001498000336
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- Article
Embedding Learning with Triple Trustiness on Noisy Knowledge Graph.
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- Entropy, 2019, v. 21, n. 11, p. 1083, doi. 10.3390/e21111083
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- Article
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification.
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- Diagnostics (2075-4418), 2024, v. 14, n. 7, p. 753, doi. 10.3390/diagnostics14070753
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- Article
Spatio-temporal neural networks for space-time data modeling and relation discovery.
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- Knowledge & Information Systems, 2019, v. 61, n. 3, p. 1241, doi. 10.1007/s10115-018-1291-x
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- Article
Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training.
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- Knowledge & Information Systems, 2019, v. 60, n. 3, p. 1549, doi. 10.1007/s10115-019-01339-0
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- Article
Local search and pseudoinversion: an hybrid approach to neural network training.
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- Knowledge & Information Systems, 2016, v. 48, n. 2, p. 493, doi. 10.1007/s10115-016-0935-y
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- Article
Profile-Based Bandit with Unknown Profiles.
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- Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1
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- Article
Erratum: SGDQN is Less Careful than Expected.
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- 2010
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- Publication type:
- Erratum
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent.
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- Journal of Machine Learning Research, 2009, v. 10, n. 7, p. 1737
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- Article
Modelling spatiotemporal dynamics from Earth observation data with neural differential equations.
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- Machine Learning, 2022, v. 111, n. 6, p. 2349, doi. 10.1007/s10994-022-06139-2
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- Publication type:
- Article
A distributed Frank-Wolfe framework for learning low-rank matrices with the trace norm.
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- Machine Learning, 2018, v. 107, n. 8-10, p. 1457, doi. 10.1007/s10994-018-5713-5
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- Article
Calibration and regret bounds for order-preserving surrogate losses in learning to rank.
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- Machine Learning, 2013, v. 93, n. 2-3, p. 227, doi. 10.1007/s10994-013-5382-3
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- Article
Sequential approaches for learning datum-wise sparse representations.
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- Machine Learning, 2012, v. 89, n. 1-2, p. 87, doi. 10.1007/s10994-012-5306-7
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- Article
Structured prediction with reinforcement learning.
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- Machine Learning, 2009, v. 77, n. 2-3, p. 271, doi. 10.1007/s10994-009-5140-8
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- Article
Using a Deep Convolutional Neural Network for Extracting Morphological Traits from Herbarium Images.
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- Biodiversity Information Science & Standards, 2017, p. 1, doi. 10.3897/tdwgproceedings.1.20400
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- Article
The Rare Word Issue in Natural Language Generation: A Character-Based Solution.
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- Informatics, 2021, v. 8, n. 1, p. 20, doi. 10.3390/informatics8010020
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- Article