3 papers
eess.SP2019
1D Convolutional Neural Networks and Applications: A Survey
Serkan Kiranyaz, Onur Avci, Osama Abdeljaber +3
During the last decade, Convolutional Neural Networks (CNNs) have become the de facto standard for various Computer Vision and Machine Learning operations. CNNs are feed-forward Ar…
cs.SI2016
Limited Random Walk Algorithm for Big Graph Data Clustering
Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz +1
Graph clustering is an important technique to understand the relationships between the vertices in a big graph. In this paper, we propose a novel random-walk-based graph clustering…
cs.SI2016
Outlier Edge Detection Using Random Graph Generation Models and Applications
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
Outliers are samples that are generated by different mechanisms from other normal data samples. Graphs, in particular social network graphs, may contain nodes and edges that are ma…