Fatma Kuncan

A New Approach for Congestive Heart Failure and Arrhythmia Classification Using Angle Transformation with LSTM

Yılmaz Kaya, Fatma Kuncan, Ramazan Teki̇n · Arabian Journal for Science and Engineering · 2022 · 37 citations

Electrophysiological Evaluation, Heart Failure, Device Therapy +8

A Novel Approach for Activity Recognition with Down-Sampling 1D Local Binary Pattern Features

Fatma Kuncan, Yılmaz Kaya, Melih Kuncan · Advances in Electrical and Computer Engineering · 2019 · 33 citations · Full text

A new approach to COVID-19 detection from x-ray images using angle transformation with GoogleNet and LSTM

Yılmaz Kaya, Züleyha Yiner, Mahmut Kaya et al. · Measurement Science and Technology · 2022 · 30 citations

Engineering, Machine Learning, Disease Detection +20

A new approach for physical human activity recognition from sensor signals based on motif patterns and long-short term memory

Fatma Kuncan, Yılmaz Kaya, Züleyha Yiner et al. · Biomedical Signal Processing and Control · 2022 · 24 citations

Physical Activity, Engineering, Biometrics +16

A hybrid model for classification of medical data set based on factor analysis and extreme learning machine: FA + ELM

Yılmaz Kaya, Fatma Kuncan · Biomedical Signal Processing and Control · 2022 · 23 citations

Data Classification, Classification Method, Engineering +14