Search
Results: 21
Automobile Predictive Maintenance Using Deep Learning
There are three types of maintenance management policy Run-tofailure (R2F), Preventive Maintenance (PvM) and Predictive Maintenance (PdM). In both R2F and PdM we have the data related to the maintenance cycle. In case of...
Published by: IGI Global
Efficient Traffic Sign Recognition Using CLAHE-Based Image Enhancement and ResNet CNN Architectures
Recognition and classification of traffic signs and other numerous displays on the road are very crucial for autonomous driving, navigation, and safety systems on roads. Machine learning or deep learning methods are generally...
Published by: IGI Global
Robust and Secure Watermarking for Propagation of Digital Multimedia by Paillier Homomorphic Cryptosystem With Arnold Transformation
Sharing of digital media over internet is becoming easier due to content authentication and security provided by digital watermarking. It also locates application in other fields like copyright protection, tele-medicine...
Published by: IGI Global
Optimization of Unit Commitment Problem Using Genetic Algorithm
The main objective of the paper is to minimize the use of conventional generators and optimize the fuel cost. To minimize the use of conventional generators, solar thermal power plant (STPP) is proposed in this paper. An...
Published by: IGI Global
Payment Banks in India
Payment banking system has been established in India with the main objective of financial inclusion and promotion of digital transactions. After 2 to 3 years of their coming into picture, the model is being criticized on various...
Published by: IGI Global
Effect of Social Media Personalization on Brand Strength
Personalization is now used at every corner and position of social media sites. Using Personalization in marketing communication is an effective communication strategy for many businesses to improve customer satisfaction...
Published by: IGI Global
What’s Real and What’s Fake
According to the research "World Advertising Market: Industry Trends, Share, Size, Growth, Potential and Forecast 2021-2026" by IMARC group, the global advertising industry is anticipated to reach US$ 875 billion by the year...
Published by: Singh Publication
Green Consumption
Economic growth unambiguously leads to environmental degradation. Several environmental problems such as greenhouse warming, soil degradation, loss of biodiversity, deforestation, air and water pollution etc. are becoming a...
Published by: Singh Publication
Audio-Visual Emotion Recognition System Using Multi-Modal Features
Due to the highly variant face geometry and appearances, Facial Expression Recognition (FER) is still a challenging problem. CNN can characterize 2-D signals. Therefore, for emotion recognition in a video, the authors propose a...
Published by: IGI Global
Application of Machine Learning Algorithm in Managing Deviant Consumer Behaviors and Enhancing Public Service.
Consumer-deviant behavior costs global utility firms USD 96 billion yearly, attributable to Non-Technical Losses (NTLs). NTLs affect the operations of power systems by overloading lines and transformers, resulting in voltage...
Published by: IGI Global
Modeling Business-to-Business Sharing Drivers Using a Hierarchical Framework Under Uncertainties
This study contributes to assessing sharing economy concepts such as sustainability, organizational efficiency, and stakeholder engagement, and develops business-to-business sharing drivers in a hierarchical structure. Job shop...
Published by: IGI Global
A Design-Based Study for Development of a Model for a Successful Online Discussion Forum
Due to the current situation of lock-down and social distancing, many educational institutions have shifted to online learning. This study aims to identify the key factors that should be present for successful online discussion...
Published by: IGI Global
Single-Channel Region-Based Speller for Controlling Home Appliances
The brain-computer interface (BCI) system uses electroencephalography (EEG) signals for correspondence between the human and the outside world. This BCI communication system does not require any muscle action; hence, it can be...
Published by: IGI Global
Entity-Extraction Using Hybrid Deep-Learning Approach for Hindi text
This article presents a neural network-based approach to develop named entity recognition for Hindi text. In this paper, the authors propose a deep learning architecture based on convolutional neural network (CNN) and...
Published by: IGI Global
A Novel Framework of Health Monitoring Systems
IoT plays an important role in the healthcare domain for improving the quality of patient care. To analyze the patients' healthcare data, a real-time health-monitoring system is required. The proposed framework in this work is...
Published by: IGI Global
Post Thoracic Surgery Life Expectancy Prediction Using Machine Learning
Lung cancer survival rate is very limited post-surgery irrespective it is “small cell and non-small cell”. Lot of work have been carried out by employing machine learning in life expectancy prediction post thoracic surgery for...
Published by: IGI Global
Agility and Resilience in Information Systems Research
This research analyzes how the concepts of agility and resilience are treated in IS literature. While agility has been an object of study in IS research for many decades, resilience is a fairly new topic. Both are gaining...
Published by: IGI Global
Using Transfer Learning and Hierarchical Classifier to Diagnose Melanoma From Dermoscopic Images
The deadliest form of skin cancer is melanoma, and if detected in time, it is curable. Detection of melanoma using biopsy is a painful and time-consuming task. Alternate means are being used by medical experts to diagnose...
Published by: IGI Global
Extensive sequence duplication in Arabidopsis revealed by pseudo-heterozygosity.
Benjamin Jaegle, Rahul Pisupati, Luz Mayela Soto-Jiménez, Robin Burns, Fernando A Rabanal, Magnus Nordborg
Apr 09, 2023
Background
It is apparent that genomes harbor much structural variation that is largely undetected for technical reasons. Such variation can cause artifacts when short-read sequencing data are mapped to a reference...
Methylation Gene Duplication structural variation GWAS SNP calling Humans Arabidopsis Sequence Analysis DNA Polymorphism Single Nucleotide Genome Plant Genome-Wide Association Study DNA Copy Number Variations
Published by: Genome biology