Stefan Wuchty

Orcid: 0000-0001-8916-6522

According to our database1, Stefan Wuchty authored at least 23 papers between 2004 and 2024.

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Bibliography

2024
Multi-modal features-based human-herpesvirus protein-protein interaction prediction by using LightGBM.
Briefings Bioinform., January, 2024

2023
SGPPI: structure-aware prediction of protein-protein interactions in rigorous conditions with graph convolutional network.
Briefings Bioinform., March, 2023

Interdisciplinary Papers Supported by Disciplinary Grants Garner Deep and Broad Scientific Impact.
CoRR, 2023

2021
Transfer learning via multi-scale convolutional neural layers for human-virus protein-protein interaction prediction.
Bioinform., 2021

HVIDB: a comprehensive database for human-virus protein-protein interactions.
Briefings Bioinform., 2021

Multi-scale Convolutional Neural Networks for the Prediction of Human-virus Protein Interactions.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Gene Subset Selection for Transfer Learning using Bilevel Particle Swarm Optimization.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Stable Feature Selection for Gene Expression using Enhanced Binary Particle Swarm Optimization.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data.
CoRR, 2019

A stable hybrid method for feature subset selection using particle swarm optimization with local search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2017
Bacterial protein meta-interactomes predict cross-species interactions and protein function.
BMC Bioinform., 2017

2015
Essentiality and centrality in protein interaction networks revisited.
BMC Bioinform., 2015

The road to linking genomics and proteomics of pathogenic bacteria: from binary protein complexes to interaction pathways.
BMC Bioinform., 2015

Analysis of the Evolution of Research Groups and Topics in the ISMIR Conference.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

2013
Important miRs of Pathways in Different Tumor Types.
PLoS Comput. Biol., 2013

Module Cover - A New Approach to Genotype-Phenotype Studies.
Proceedings of the Biocomputing 2013: Proceedings of the Pacific Symposium, 2013

2011
Identifying Causal Genes and Dysregulated Pathways in Complex Diseases.
PLoS Comput. Biol., 2011

2010
Gene pathways and subnetworks distinguish between major glioma subtypes and elucidate potential underlying biology.
J. Biomed. Informatics, 2010

FastMEDUSA: a parallelized tool to infer gene regulatory networks.
Bioinform., 2010

Simultaneous Identification of Causal Genes and Dys-Regulated Pathways in Complex Diseases.
Proceedings of the Research in Computational Molecular Biology, 2010

2009
Graph theoretical approach to study eQTL: a case study of <i>Plasmodium falciparum</i>.
Bioinform., 2009

2007
Predicting Protein-Protein Interactions from Protein Domains Using a Set Cover Approach.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007

2004
combAlign: A protein sequence comparison algorithm considering recombinations.
Silico Biol., 2004


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