Volume 28, Issue 10

Search all Neural Computing and Applications articles

October 2017

Special Issue on New trends in data pre-processing methods for signal and image classification

Issue Editors:

Kemal Polat,
Rajendra Acharya,
Hariharan Muthusamy,
Yanhui Guo

21 articles in this issue

Guest editorial: New trends in data pre-processing methods for signal and image classification
Kemal Polat
Hariharan Muthusamy
Yanhui Guo
Editorial 18 September 2017 Pages: 2839 - 2841
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. H. Pacheco-Sánchez
New Trends in data pre-processing methods for signal and image classification 16 March 2017 Pages: 2843 - 2857
RETRACTED ARTICLE: A cloud-based recommendation service using principle component analysis–scale-invariant feature transform algorithm
Akhan Akbulut
Cagatay Catal
Fatma Patlar Akbulut
New Trends in data pre-processing methods for signal and image classification 21 January 2017 Pages: 2859 - 2868
RETRACTED ARTICLE: Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images
U. Raghavendra
U. Rajendra Acharya
Chaithra Nayak
New Trends in data pre-processing methods for signal and image classification 12 January 2017 Pages: 2869 - 2878
Covering-based rough set classification system
S. Senthil Kumar
H. Hannah Inbarani
Kemal Polat
New Trends in data pre-processing methods for signal and image classification 14 June 2016 Pages: 2879 - 2888
Investigation of different approaches for noise reduction in functional near-infrared spectroscopy signals for brain–computer interface applications
A. Janani
M. Sasikala
New Trends in data pre-processing methods for signal and image classification 24 April 2017 Pages: 2889 - 2903
RETRACTED ARTICLE: Leakage detection and localization on water transportation pipelines: a multi-label classification approach
Fatih Kayaalp
Ahmet Zengin
Sultan Zavrak
New Trends in data pre-processing methods for signal and image classification 21 February 2017 Pages: 2905 - 2914
An approach for feature selection using local searching and global optimization techniques
Sadhana Tiwari
Birmohan Singh
Manpreet Kaur
New Trends in data pre-processing methods for signal and image classification 31 March 2017 Pages: 2915 - 2930
Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques
Muhammed Kürşad Uçar
Mehmet Recep Bozkurt
Kemal Polat
New Trends in data pre-processing methods for signal and image classification 18 October 2016 Pages: 2931 - 2945
RETRACTED ARTICLE: Sine–cosine algorithm for feature selection with elitism strategy and new updating mechanism
R. Sindhu
Ruzelita Ngadiran
M. Hariharan
New Trends in data pre-processing methods for signal and image classification 20 January 2017 Pages: 2947 - 2958
Automatic sleep stages classification based on iterative filtering of electroencephalogram signals
Rajeev Sharma
Ram Bilas Pachori
Abhay Upadhyay
New Trends in data pre-processing methods for signal and image classification 03 March 2017 Pages: 2959 - 2978
Muscular synergy classification and myoelectric control using high-order cross-cumulants
Eugenio C. Orosco
Fernando di Sciascio
New Trends in data pre-processing methods for signal and image classification 13 March 2017 Pages: 2979 - 2993
RETRACTED ARTICLE: Tolerance rough set firefly-based quick reduct
Jothi Ganesan
Hannah H. Inbarani
Kemal Polat
New Trends in data pre-processing methods for signal and image classification 06 August 2016 Pages: 2995 - 3008
A novel image segmentation approach based on neutrosophic c-means clustering and indeterminacy filtering
Yanhui Guo
Rong Xia
Kemal Polat
New Trends in data pre-processing methods for signal and image classification 27 June 2016 Pages: 3009 - 3019
RETRACTED ARTICLE: Hermite-based texture feature extraction for classification of humeral head in proton density-weighted MR images
Aysun Sezer
Hasan Basri Sezer
Songul Albayrak
New Trends in data pre-processing methods for signal and image classification 21 November 2016 Pages: 3021 - 3033
RETRACTED ARTICLE: 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
New Trends in data pre-processing methods for signal and image classification 28 April 2016 Pages: 3035 - 3045
Unsupervised feature selection based on decision graph
Jinrong He
Yingzhou Bi
Shenwen Wang
New Trends in data pre-processing methods for signal and image classification 02 December 2016 Pages: 3047 - 3059
RETRACTED ARTICLE: ANN-based MPPT algorithm for solar PMSM drive system fed by direct-connected PV array
Erkan Deniz
New Trends in data pre-processing methods for signal and image classification 26 April 2016 Pages: 3061 - 3072
Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals
U. Rajendra Acharya
Hamido Fujita
Ru San Tan
New Trends in data pre-processing methods for signal and image classification 22 September 2016 Pages: 3073 - 3094
A new approach to eliminating EOG artifacts from the sleep EEG signals for the automatic sleep stage classification
Mehmet Dursun
Seral Özşen
Şebnem Yosunkaya
New Trends in data pre-processing methods for signal and image classification 09 September 2016 Pages: 3095 - 3112
RETRACTED ARTICLE: An improved FCM algorithm with adaptive weights based on SA-PSO
Ziheng Wu
Zhongcheng Wu
Jun Zhang
New Trends in data pre-processing methods for signal and image classification 26 December 2016 Pages: 3113 - 3118

Volume 28, Issue 10

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