27 citations · 56 across the 6 of their papers we have counts for
3 papers · 1 filter
Adaptive Explicit Kernel Minkowski Weighted K-means
Amir Aradnia, Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh
The K-means algorithm is among the most commonly used data clustering methods. However, the regular K-means can only be applied in the input space and it is applicable when cluster…
Multi-Label Classification Using Link Prediction
Seyed Amin Fadaee, Maryam Amir Haeri
Solving classification with graph methods has gained huge popularity in recent years. This is due to the fact that the data can be intuitively modeled with graphs to utilize high l…
SDCOR: Scalable Density-based Clustering for Local Outlier Detection in Massive-Scale Datasets
Sayyed Ahmad Naghavi Nozad, Maryam Amir Haeri, Gianluigi Folino
This paper presents a batch-wise density-based clustering approach for local outlier detection in massive-scale datasets. Unlike the well-known traditional algorithms, which assume…