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Chaotic Whale Crow Optimization Algorithm for Secure Routing in the IoT Environment
This paper solves the internet of things (IoT) security issues by introducing a chaotic whale crow (CWC) optimization, which is the integration of chaotic whale optimization algorithm (CWOA) in crow search algorithm (CSA). The...
Published by: IGI Global
Automated Classification of Sleep Stages Using Single-Channel EEG
The main contribution of this paper is to present a novel approach for classifying the sleep stages based on optimal feature selection with ensemble learning stacking model using single-channel EEG signals.To find the suitable...
Published by: IGI Global
Co-Worker Support and Communities of Practice
Communities of practice foster sharing of knowledge in the organisations. For the creation of such an organisational-level practice community, a motivating environment for the development of such practice communities should be...
Published by: IGI Global
An Improved Image Compression Model Enabled by Adaptive Active Contour and Supervised Learning-Based ROI Classification
This paper plans to develop a novel image compression model with four major phases. (i) Segmentation (ii) Feature Extraction (iii) ROI classification (iv) Compression. The image is segmented into two regions by Adaptive ACM. The...
Published by: IGI Global
Prediction of Environmental Pollution Using Hybrid PSO-K-Means Approach
Air pollution is increasing day by day, decreasing the world economy, degrading the quality of life, and resulting in a major productivity loss. At present, this is one of the most critical problems. It has a significant impact...
Published by: IGI Global
Simulated Workbench Design for Characterisation and Selection of Appropriate Outlier Ensemble Algorithm
Outlier ensembles can enhance the performance of outlier detection algorithms. However, identification of an appropriate outlier ensemble algorithm for the given application is a difficult task. In order to achieve this...
Published by: IGI Global
Identification of Reasons Behind Infant Crying Using Acoustic Signal Processing and Deep Neural Network for Neonatal Intensive Care Unit
Abstract. The infants admitted in the Neonatal Intensive Care Unit (NICU) always need a Hygienic environment and round the clock observations. Infants or the just born babies always express their physical and emotional needs...
Published by: IGI Global
Label-free cell segmentation of diverse lymphoid tissues in 2D and 3D.
John W Wills, Jack Robertson, Pani Tourlomousis, Clare M C Gillis, Claire M Barnes, Michelle Miniter, Rachel E Hewitt, Clare E Bryant, Huw D Summers, Jonathan J Powell, Paul Rees
Apr 17, 2023
Unlocking and quantifying fundamental biological processes through tissue microscopy requires accurate, in situ segmentation of all cells imaged. Currently, achieving this is complex and requires exogenous fluorescent...
confocal microscopy immunofluorescence Tissue Quantitative Cell segmentation 3D digital pathology Label Free 2D single-cell
Published by: Cell reports methods