2 citations · 4 across the 4 of their papers we have counts for
4 papers
MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs
Raneen Younis, Abdul Hakmeh, Zahra Ahmadi
Conventional time series classification approaches based on bags of patterns or shapelets face significant challenges in dealing with a vast amount of feature candidates from high-…
Focusing Knowledge-based Graph Argument Mining via Topic Modeling
Patrick Abels, Zahra Ahmadi, Sophie Burkhardt +3
Decision-making usually takes five steps: identifying the problem, collecting data, extracting evidence, identifying pro and con arguments, and making decisions. Focusing on extrac…
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner +3
Most deep neural networks are considered to be black boxes, meaning their output is hard to interpret. In contrast, logical expressions are considered to be more comprehensible sin…
Online Multi-Label Classification: A Label Compression Method
Zahra Ahmadi, Stefan Kramer
Many modern applications deal with multi-label data, such as functional categorizations of genes, image labeling and text categorization. Classification of such data with a large n…