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2020 – today
- 2020
[j5]Joseph Townsend
, Thomas Chaton, João M. Monteiro:
Extracting Relational Explanations From Deep Neural Networks: A Survey From a Neural-Symbolic Perspective. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3456-3470 (2020)
2010 – 2019
- 2019
- [j4]Michele Donini, João M. Monteiro, Massimiliano Pontil, Tim Hahn, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda:
Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important. NeuroImage 195: 215-231 (2019) - 2018
- [j3]Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu:
A Tutorial on Canonical Correlation Methods. ACM Comput. Surv. 50(6): 95:1-95:33 (2018) - [j2]Jessica Schrouff, João M. Monteiro, Liana Catarina Lima Portugal, Maria J. Rosa, Christophe Phillips, Janaina Mourão Miranda:
Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models. Neuroinformatics 16(1): 117-143 (2018) - [c7]João M. Monteiro, Carla Teixeira Lopes:
HealthTalks - A Mobile App to Improve Health Communication and Personal Information Management. CHIIR 2018: 329-332 - [c6]Vítor H. Pinto, João M. Monteiro, José Gonçalves, Paulo Costa:
Prototyping and Programming a Multipurpose Educational Mobile Robot - NaSSIE. RiE 2018: 199-206 - 2017
- [j1]Anil Rao, João M. Monteiro, Janaina Mourão Miranda, Alzheimer's Disease Neuroimaging Initiative:
Predictive modelling using neuroimaging data in the presence of confounds. NeuroImage 150: 23-49 (2017) - [i1]Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu:
A Tutorial on Canonical Correlation Methods. CoRR abs/1711.02391 (2017) - 2016
- [c5]Michele Donini, João M. Monteiro, Massimiliano Pontil, John Shawe-Taylor, Janaina Mourão Miranda:
A multimodal multiple kernel learning approach to Alzheimer's disease detection. MLSP 2016: 1-6 - [c4]Anil Rao, João M. Monteiro, Janaina Mourão Miranda:
Prediction of clinical scores from neuroimaging data with censored likelihood gaussian processes. PRNI 2016: 1-4 - 2015
- [c3]Joao M. Monteiro, Anil Rao, John Ashburner, John Shawe-Taylor, Janaina Mourão Miranda:
Multivariate Effect Ranking via Adaptive Sparse PLS. PRNI 2015: 25-28 - [c2]Anil Rao, Joao M. Monteiro, John Ashburner, Liana Catarina Lima Portugal, Orlando Fernandes Junior, Leticia de Oliveira, Mirtes Pereira, Janaina Mourão Miranda:
A Comparison of Strategies for Incorporating Nuisance Variables into Predictive Neuroimaging Models. PRNI 2015: 61-64 - 2014
- [c1]João M. Monteiro, Anil Rao, John Ashburner, John Shawe-Taylor, Janaina Mourão Miranda:
Leveraging Clinical Data to Enhance Localization of Brain Atrophy. MLINI@NIPS 2014: 60-68
Coauthor Index
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