Serkan Kiranyaz — accepted AI-conference papers

2019

1-D Convolutional Neural Networks for Signal Processing Applications

Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj

ICASSP 2019accepted

1D Convolutional Neural Networks (CNNs) have recently become the state-of-the-art technique for crucial signal processing applications such as patient-specific ECG classification, structural health monitoring, anomaly detection in power electronics circuitry and motor-fault detection. This is an exp…

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2017

A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval

Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj

ICASSP 2017accepted

Multilabel ranking is an important machine learning task with many applications, such as content-based image retrieval (CBIR). However, when the number of labels is large, traditional algorithms are either infeasible or show poor performance. In this paper, we propose a simple yet effective multilab…

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