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Neural Computing and Applications

Ausgabe 8/2018

Inhalt (25 Artikel)

New Trends in data pre-processing methods for signal and image classification

Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques

Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Cahit Bilgin, Kemal Polat

New Trends in data pre-processing methods for signal and image classification

Automatic detection of sleep spindles with the use of STFT, EMD and DWT methods

Cüneyt Yücelbaş, Şule Yücelbaş, Seral Özşen, Gülay Tezel, Serkan Küççüktürk, Şebnem Yosunkaya

New Trends in data pre-processing methods for signal and image classification

A comparative study on parameters of leaf-shaped patch antenna using hybrid artificial intelligence network models

Umut Ozkaya, Levent Seyfi

New Trends in data pre-processing methods for signal and image classification

A novel approach for automated detection of focal EEG signals using empirical wavelet transform

Abhijit Bhattacharyya, Manish Sharma, Ram Bilas Pachori, Pradip Sircar, U. Rajendra Acharya

New Trends in data pre-processing methods for signal and image classification

Application of fuzzy C-means clustering algorithm to spectral features for emotion classification from speech

Semiye Demircan, Humar Kahramanli

New Trends in data pre-processing methods for signal and image classification

Hybrid rough-bijective soft set classification system

H. Hannah Inbarani, S. Udhaya Kumar, Ahmad Taher Azar, Aboul Ella Hassanien

New Trends in data pre-processing methods for signal and image classification

A new method for skull stripping in brain MRI using multistable cellular neural networks

Burak Yilmaz, Akif Durdu, Ganime Dilek Emlik

New Trends in data pre-processing methods for signal and image classification

Fuzzy logic-based segmentation of manufacturing defects on reflective surfaces

Şaban Öztürk, Bayram Akdemir

New Trends in data pre-processing methods for signal and image classification

Vision-based hand gesture recognition of alphabets, numbers, arithmetic operators and ASCII characters in order to develop a virtual text-entry interface system

Songhita Misra, Joyeeta Singha, R. H. Laskar

New Trends in data pre-processing methods for signal and image classification

A novel system for automatic detection of K-complexes in sleep EEG

Cüneyt Yücelbaş, Şule Yücelbaş, Seral Özşen, Gülay Tezel, Serkan Küççüktürk, Şebnem Yosunkaya

New Trends in data pre-processing methods for signal and image classification

Noise-estimation-based anisotropic diffusion approach for retinal blood vessel segmentation

Mariem Ben Abdallah, Ahmad Taher Azar, Hichem Guedri, Jihene Malek, Hafedh Belmabrouk

New Trends in data pre-processing methods for signal and image classification

Salient object detection using a covariance-based CNN model in low-contrast images

Nan Mu, Xin Xu, Xiaolong Zhang, Hong Zhang

New Trends in data pre-processing methods for signal and image classification

A novel feature selection method for brain tumor MR image classification based on the Fisher criterion and parameter-free Bat optimization

Taranjit Kaur, Barjinder Singh Saini, Savita Gupta

New Trends in data pre-processing methods for signal and image classification

A novel numerical mapping method based on entropy for digitizing DNA sequences

Bihter Das, Ibrahim Turkoglu

New Trends in data pre-processing methods for signal and image classification

Hybrid classifier based life cycle stages analysis for malaria-infected erythrocyte using thin blood smear images

Salam Shuleenda Devi, Rabul Hussain Laskar, Shah Alam Sheikh

New Trends in data pre-processing methods for signal and image classification

Adaptive hexagonal fuzzy hybrid filter for Rician noise removal in MRI images

R. Kala, P. Deepa

New Trends in data pre-processing methods for signal and image classification

Classification of nucleotide sequences for quality assessment using logistic regression and decision tree approaches

Serkan Kurt, Ersoy Öz, Öyküm Esra Aşkın, Yeliz Yücel Öz

New Trends in data pre-processing methods for signal and image classification

A new denoising method for fMRI based on weighted three-dimensional wavelet transform

Güzin Özmen, Seral Özşen

S.I. : Data Pre-processing for pattern recognition

Adaptive artificial intelligence for automatic identification of defect in the angular contact bearing

Anil Kumar, Rajesh Kumar

New Trends in data pre-processing methods for signal and image classification

A novel hybrid approach based on principal component analysis and tolerance rough similarity for face identification

B. Lavanya, H. Hannah Inbarani

New Trends in data pre-processing methods for signal and image classification

Effect of Legendre–Fenchel denoising and SVD-based dimensionality reduction algorithm on hyperspectral image classification

R. Reshma, V. Sowmya, K. P. Soman

Original Article

Further improvements on extreme learning machine for interval neural network

Li-fen Yang, Chong Liu, Hao Long, Rana Aamir Raza Ashfaq, Yu-lin He

Original Article

Improving multi-criterion optimization with chaos: a novel Multi-Objective Chaotic Crow Search Algorithm

Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Omar Avalos, Jorge Gálvez

Correction

Correction to: Improving multi-criterion optimization with chaos: a novel Multi-Objective Chaotic Crow Search Algorithm

Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Omar Avalos, Jorge Gálvez