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cs.CV2026
Hierarchical Specialised Ensembles for Classification of Zebrafish Phenotypes Using the Selected Image Recognition Methods
Piotr S. Maciąg, Monika Maciąg, Magdalena Majdan
We propose and evaluate three hierarchical ensemble setups for zebrafish phenotype classification from embryo images. In all setups, stage 1 uses a single four-class classifier to…
cs.DB2026
Discovering Frequent Closed Embedded Sub-DAGs in Spatio-Temporal Event Data
Piotr S. Maciąg
We propose a novel approach to mine patterns in spatio-temporal event data based on discovering frequent closed embedded sub-Directed Acyclic Graphs (DAGs). In our method, event in…
cs.IR2026
Combining Retrieval-Augmented Text Generation with LLMs for Reading Content Recommendations
Sooyeon Kim, Piotr S. Maciąg
This work presents the design, implementation, and evaluation of a system for generating personalized reading content using Large Language Models (LLMs) combined with Retrieval-Aug…