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Miguel Rocha
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 14
Top Topics
Ligand Docking
Deep Learning
Evolutionary Algorithm
String Kernels
Top Venues
PLoS Comput. Biol.
IJCNN
CIBCB
Educ. Inf. Technol.
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Publications
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Ana Marta Sequeira
,
Ivan Gomes
,
Miguel Rocha
Word embeddings for protein sequence analysis.
CIBCB
(2023)
Diego Troitiño-Jordedo
,
Lucas Carvalho
,
David Henriques
,
Vítor Pereira
,
Miguel Rocha
,
Eva Balsa-Canto
A New GIMME-Based Heuristic for Compartmentalised Transcriptomics Data Integration.
PACBB
(2023)
Emanuel Cunha
,
Miguel Silva
,
Inês Chaves
,
Hüseyin Demirci
,
Davide Lagoa
,
Diogo Lima
,
Miguel Rocha
,
Isabel Rocha
,
Oscar Días
The first multi-tissue genome-scale metabolic model of a woody plant highlights suberin biosynthesis pathways in Quercus suber.
PLoS Comput. Biol.
19 (9) (2023)
João Correia
,
Vitor Pereira
,
Miguel Rocha
Combining Evolutionary Algorithms with Reaction Rules Towards Focused Molecular Design.
GECCO
(2023)
Delora Baptista
,
Pedro G. Ferreira
,
Miguel Rocha
A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer.
PLoS Comput. Biol.
19 (3) (2023)
João Capela
,
João Correia
,
Vitor Pereira
,
Miguel Rocha
Development of Deep Learning approaches to predict relationships between chemical structures and sweetness.
IJCNN
(2022)
João Correia
,
Rafael Carreira
,
Vitor Pereira
,
Miguel Rocha
Predicting the number of biochemical transformations needed to synthesize a compound.
IJCNN
(2022)
Delora Baptista
,
João Correia
,
Bruno Pereira
,
Miguel Rocha
Evaluating molecular representations in machine learning models for drug response prediction and interpretability.
J. Integr. Bioinform.
19 (3) (2022)
Ana Marta Sequeira
,
Diana Lousa
,
Miguel Rocha
ProPythia: A Python package for protein classification based on machine and deep learning.
Neurocomputing
484 (2022)
Vítor Vieira
,
Jorge Ferreira
,
Miguel Rocha
A pipeline for the reconstruction and evaluation of context-specific human metabolic models at a large-scale.
PLoS Comput. Biol.
18 (6) (2022)
Miguel Martins
,
Miguel Rocha
,
Vitor Pereira
Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design.
CEC
(2022)
Vitor Pereira
,
Pedro Sousa
,
Miguel Rocha
A comparison of multi-objective optimization algorithms for weight setting problems in traffic engineering.
Nat. Comput.
21 (3) (2022)
Elsa Costa e Silva
,
Teresa Lino-Neto
,
Eugénia Ribeiro
,
Miguel Rocha
,
Manuel João Costa
Going virtual and going wide: comparing Team-Based Learning in-class versus online and across disciplines.
Educ. Inf. Technol.
27 (2) (2022)
Tânia Barata
,
Vítor Vieira
,
Rúben Rodrigues
,
Ricardo Pires das Neves
,
Miguel Rocha
Reconstruction of tissue-specific genome-scale metabolic models for human cancer stem cells.
Comput. Biol. Medicine
142 (2022)