Pekka Marttinen
Aalto University(FI)
Publications by Year
Research Areas
Topic Modeling, Genetic Associations and Epidemiology, Gaussian Processes and Bayesian Inference, Machine Learning in Healthcare, Genomics and Phylogenetic Studies
Most-Cited Works
- → A Survey on Knowledge Graphs: Representation, Acquisition, and Applications(2021)2,551 cited
- → Enhanced Bayesian modelling in BAPS software for learning genetic structures of populations(2008)874 cited
- → Bayesian identification of admixture events using multilocus molecular markers(2006)645 cited
- → Single-Cell Genomics Reveals Hundreds of Coexisting Subpopulations in Wild Prochlorococcus(2014)553 cited
- → BAPS 2: enhanced possibilities for the analysis of genetic population structure(2004)475 cited
- → EEG Based Emotion Recognition: A Tutorial and Review(2022)423 cited
- → Dense genomic sampling identifies highways of pneumococcal recombination(2014)405 cited
- Single-Cell Genomics Reveals Hundreds of Coexisting Subpopulations in Wild Prochlorococcus(2014)
- → International genomic definition of pneumococcal lineages, to contextualise disease, antibiotic resistance and vaccine impact(2019)262 cited
- → Comprehensive Identification of Single Nucleotide Polymorphisms Associated with Beta-lactam Resistance within Pneumococcal Mosaic Genes(2014)248 cited