Issue 10/2017
Special Issue on New trends in data pre-processing methods for signal and image classification
Content (21 Articles)
Guest editorial: New trends in data pre-processing methods for signal and image classification
Kemal Polat, Hariharan Muthusamy, Rajendra Acharya, Yanhui Guo
An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem
R. Alejo, J. Monroy-de-Jesús, J. C. Ambriz-Polo, J. H. Pacheco-Sánchez
A cloud-based recommendation service using principle component analysis–scale-invariant feature transform algorithm
Akhan Akbulut, Cagatay Catal, Fatma Patlar Akbulut
Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images
U. Raghavendra, U. Rajendra Acharya, Anjan Gudigar, Ranjan Shetty, N. Krishnananda, Umesh Pai, Jyothi Samanth, Chaithra Nayak
Covering-based rough set classification system
S. Senthil Kumar, H. Hannah Inbarani, Ahmad Taher Azar, Kemal Polat
Investigation of different approaches for noise reduction in functional near-infrared spectroscopy signals for brain–computer interface applications
A. Janani, M. Sasikala
Leakage detection and localization on water transportation pipelines: a multi-label classification approach
Fatih Kayaalp, Ahmet Zengin, Resul Kara, Sultan Zavrak
An approach for feature selection using local searching and global optimization techniques
Sadhana Tiwari, Birmohan Singh, Manpreet Kaur
Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques
Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Cahit Bilgin, Kemal Polat
Sine–cosine algorithm for feature selection with elitism strategy and new updating mechanism
R. Sindhu, Ruzelita Ngadiran, Yasmin Mohd Yacob, Nik Adilah Hanin Zahri, M. Hariharan
Automatic sleep stages classification based on iterative filtering of electroencephalogram signals
Rajeev Sharma, Ram Bilas Pachori, Abhay Upadhyay
Muscular synergy classification and myoelectric control using high-order cross-cumulants
Eugenio C. Orosco, Fernando di Sciascio
RETRACTED ARTICLE: Tolerance rough set firefly-based quick reduct
Jothi Ganesan, Hannah H. Inbarani, Ahmad Taher Azar, Kemal Polat
A novel image segmentation approach based on neutrosophic c-means clustering and indeterminacy filtering
Yanhui Guo, Rong Xia, Abdulkadir Şengür, Kemal Polat
Hermite-based texture feature extraction for classification of humeral head in proton density-weighted MR images
Aysun Sezer, Hasan Basri Sezer, Songul Albayrak
Signal detection based on empirical mode decomposition and Teager–Kaiser energy operator and its application to P and S wave arrival time detection in seismic signal analysis
Ismail Kirbas, Musa Peker
Unsupervised feature selection based on decision graph
Jinrong He, Yingzhou Bi, Lixin Ding, Zhaokui Li, Shenwen Wang
ANN-based MPPT algorithm for solar PMSM drive system fed by direct-connected PV array
Erkan Deniz
Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals
U. Rajendra Acharya, Hamido Fujita, Vidya K. Sudarshan, Shu Lih Oh, Adam Muhammad, Joel E. W. Koh, Jen Hong Tan, Chua K. Chua, Kok Poo Chua, Ru San Tan
A new approach to eliminating EOG artifacts from the sleep EEG signals for the automatic sleep stage classification
Mehmet Dursun, Seral Özşen, Cüneyt Yücelbaş, Şule Yücelbaş, Gülay Tezel, Serkan Küççüktürk, Şebnem Yosunkaya
An improved FCM algorithm with adaptive weights based on SA-PSO
Ziheng Wu, Zhongcheng Wu, Jun Zhang