OptCirClust
Fast optimal circular clustering algorithm. Published on CRAN. Associated paper in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
Fast optimal circular clustering algorithm. Published on CRAN. Associated paper in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
Silhouette-based cluster validation for circular data. Published on CRAN. Associated paper in IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB).
Scientific Reports, 2025
RNA-seq analysis identifying 197 genes with differential splicing across pathways including Hippo and Notch following radiation exposure in Aedes aegypti.
2024
Proteomics study characterizing phosphorylation-based signaling changes in mosquito fat body following radiation treatment.
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), 2023
Designed a linear-time circular silhouette algorithm, approximately 3000× faster than the standard baseline, with a companion CRAN package (CircularSilhouette).
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
First-author work introducing an O(KN log²N) clustering algorithm for circular genomic data (bacterial, mitochondrial, chloroplast genomes), connected to the CRAN package OptCirClust.
Journal of Visual Communication and Image Representation, 2019
Proposed a new cluster validity index (EF-Index) for evaluating clustering quality with improved computational efficiency.
2018
Robust method for automatic segmentation and identification in image analysis tasks.
For the complete and up-to-date list of all publications, visit Google Scholar.