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Taylor-Gorilla troops optimized deep learning network for surface roughness estimation

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (4)

In order to guarantee the desired quality of machined products, a reliable surface roughness assessment is essential. Using a surface profile metre wi......

CS-UNet: Cross-scale U-Net with Semantic-position dependencies for retinal vessel segmentation

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; ()

Accurate retinal vessel segmentation is the prerequisite for early recognition and treatment of retina-related diseases. However, segmenting retinal v......

KPCA-WRF-prediction of heart rate using deep feature fusion and machine learning classification with tuned weighted hyper-parameter

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (4)

The rapid advancement of technology such as stream processing technologies, deep-learning approaches, and artificial intelligence plays a prominent an......

A clustering approach for attack detection and data transmission in vehicular ad-hoc networks

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; ()

Vehicular ad-hoc networks (VANETs) are increasingly pivotal for empowering applications in smart cities and intelligent traffic systems. However, the ......

FMTM-feature-map-based transform model for brain image segmentation in tumor detection

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (1-2)

The segmentation of brain images is a leading quantitative measure for detecting physiological changes and for analysing structural functions. Based o......

Golden eagle based improved Att-BiLSTM model for big data classification with hybrid feature extraction and feature selection techniques

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; ()

The remarkable development in technology has led to the increase of massive big data. Machine learning processes provide a way for investigators to ex......

A systematic review: Chest radiography images (X-ray images) analysis and COVID-19 categorization diagnosis using artificial intelligence techniques

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (1-2)

COVID-19 pandemic created a turmoil across nations due to Severe Acute Respiratory Syndrome Corona virus-1(SARS - Co-V-2). The severity of COVID-19 sy......

MDSR-NMF: Multiple deconstruction single reconstruction deep neural network model for non-negative matrix factorization

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (4)

Dimension reduction is one of the most sought-after strategies to cope with high-dimensional ever-expanding datasets. To address this, a novel deep-le......

Optimization of data pre-processing methods for time-series classification of electroencephalography data

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (4)

The performance of time-series classification of electroencephalographic data varies strongly across experimental paradigms and study participants. Re......

Neural decoding of inferior colliculus multiunit activity for sound category identification with temporal correlation and transfer learning

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; ()

Natural sounds are easily perceived and identified by humans and animals. Despite this, the neural transformations that enable sound perception remain......

SCSLnO-SqueezeNet: Sine Cosine-Sea Lion Optimization enabled SqueezeNet for intrusion detection in IoT

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (4)

Security and privacy are regarded as the greatest priority in any real-world smart ecosystem built on the Internet of Things (IoT) paradigm. In this s......

Classification of brain tumours from MRI images using deep learning-enabled hybrid optimization algorithm

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; ()

Brain tumours are produced by the uncontrolled, and unusual tissue growth of brain. Because of the wide range of brain tumour locations, potential sha......

A novel approach for neural networks based diagnosis and grading of stroke in tumor-affected brain MRIs

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (3)

Recognition and diagnosis of stroke from magnetic resonance Image (MRIs) are significant for medical procedures in therapeutic standards. The primary ......

Plant leaf infected spot segmentation using robust encoder-decoder cascaded deep learning model

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; ()

Leaf infection detection and diagnosis at an earlier stage can improve agricultural output and reduce monetary costs. An inaccurate segmentation may d......

How somatosensory evoked potentials improve the diagnosis of the disturbance of consciousness: A retrospective analysis

期刊: NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023; 34 (4)

The interpeak latency is a crucial characteristic of upper limb somatosensory evoked potentials (USEPs). However, the existing research on the correla......

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