João M. Monteiro

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Multiple Kernel

Heterogeneous Data Sources

Top Venues

Publications

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) (2020)
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 (2019)
Vítor H. Pinto, João M. Monteiro, José Gonçalves, Paulo Costa
Prototyping and Programming a Multipurpose Educational Mobile Robot - NaSSIE. RiE (2018)
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) (2018)
João M. Monteiro, Carla Teixeira Lopes
HealthTalks - A Mobile App to Improve Health Communication and Personal Information Management. CHIIR (2018)
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) (2018)
Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu
A Tutorial on Canonical Correlation Methods. CoRR (2017)
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 (2017)
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)
Anil Rao, João M. Monteiro, Janaina Mourão Miranda
Prediction of clinical scores from neuroimaging data with censored likelihood gaussian processes. PRNI (2016)
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)