Skip to main navigation
Skip to search
Skip to main content
VTT's Research Information Portal Home
Search content at VTT's Research Information Portal
Home
Profiles
Research output
Projects
Datasets
Research units
Research Infrastructures
Activities
Prizes
Press/Media
Impacts
Machine learning of protein interactions in fungal secretory pathways
Jana Kludas
, Mikko Arvas
,
Sandra Castillo
, Tiina Pakula
, Merja Oja
, Céline Brouard
,
Jussi Jäntti
,
Merja Penttilä
, Juho Rousu
Aalto University
Research output
:
Contribution to journal
›
Article
›
Scientific
›
peer-review
8
Link opens in a new tab
Citations (Scopus)
Overview
Fingerprint
Fingerprint
Dive into the research topics of 'Machine learning of protein interactions in fungal secretory pathways'. Together they form a unique fingerprint.
Sort by
Weight
Alphabetically
Keyphrases
Machine Learning
100%
Protein-protein Interaction
100%
Secretory Pathway
100%
Output Kernel
75%
Multiple Kernel Learning
75%
Secretion Systems
50%
Interspecies Transfer
50%
Input-output
50%
Kernel Regression
50%
Graph Inference
50%
Baker's Yeast
25%
Saccharomyces Cerevisiae
25%
Machine Learning Approach
25%
Training Data
25%
Trichoderma Reesei
25%
Filamentous Fungi
25%
Fungi
25%
Performance Improvement
25%
Machine Learning Techniques
25%
Learning Approaches
25%
Prediction Approach
25%
Secretion Proteins
25%
Pairwise Kernels
25%
Genetic Distance
25%
Structured Prediction
25%
Single Species
25%
Transfer Learning
25%
Path Following
25%
Semi-supervised Method
25%
Kernel Alignment
25%
Robust Prediction
25%
P-norm
25%
Inference Framework
25%
INIS
interactions
100%
proteins
100%
kernels
100%
machine learning
100%
learning
44%
secretion
44%
prediction
33%
output
22%
fungi
22%
graphs
22%
input-output
22%
performance
11%
comparative evaluations
11%
yeasts
11%
data
11%
increasing
11%
norm
11%
genetics
11%
distance
11%
alignment
11%
Immunology and Microbiology
Protein Interaction
100%
Kernel Method
100%
Secretory Pathway
100%
Protein Protein Interaction
33%
Filamentous Fungus
33%
Secretion (Process)
33%
Protein Secretion
33%
Transfer of Learning
33%
Genetic Distance
33%
Saccharomyces cerevisiae
33%
Computer Science
Multiple Kernel Learning
100%
Machine Learning
100%
Learning System
100%
Input/Output
66%
Machine Learning Approach
33%
Transfer Learning
33%
Training Data
33%
Learning Approach
33%
Biochemistry, Genetics and Molecular Biology
Secretory Pathway
100%
Protein Interaction
100%
Kernel Method
100%
Filamentous Fungus
33%
Secretion (Process)
33%
Protein-Protein Interaction
33%
Protein Secretion
33%
Genetic Distance
33%
Transfer of Learning
33%
Mathematics
Training Data
100%
Single Specie
100%
Transfer Learning
100%
Food Science
Protein Interaction
100%
Protein-Protein Interaction
33%