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Moving K-12 Coursework Online
Online learning is part of the future of K-12 education. However, few online K-12 instructors have been formally trained in online pedagogy. This chapter describes best practices in creating online courses for K-12 students....
Published by: IGI Global
Shopper Segmentation Using Multivariate Risk Analysis for Innovative Marketing Strategies
Shopper buying behaviour is essential for the retailers to segment the shoppers in accordance to their disruptive attitude and perception for better innovative strategies which may lead to higher profits. The major purpose of...
Published by: IGI Global
An Approach to DNA Sequence Classification Through Machine Learning
Machine learning (ML) has been instrumental in optimal decision making through relevant historical data, including the domain of bioinformatics. In bioinformatics classification of natural genes and the genes that are infected...
Published by: IGI Global
Investigating Student Perceptions and the Effectiveness of K-12 Blended Learning Communities
Richard Hartshorne, Gina Tovine, April Fleetwood, Andrew Shepherd, Colton Tapoler, Raquel Pesce
Sep 02, 2022
While the growth of blended learning environments in higher education and non-educational settings has continued to increase in recent years, this has not been the case in K-12 settings. Recently, in an effort to explore the...
Web-Based Teaching & Learning Education Curriculum Development and Instructional Design Computer Science and Information Technology Media and Communications
Published by: IGI Global
Hybrid Approach for Enhancing Performance of Genomic Data for Stream Matching
In gene expression analysis, the expression levels of thousands of genes are analyzed, such as separate stages of treatments or diseases. Identifying particular gene sequence pattern is a challenging task with respect to...
Published by: IGI Global
MapReduce-Based Crow Search-Adopted Partitional Clustering Algorithms for Handling Large-Scale Data
Cluster analysis is the prominent data mining technique in knowledge discovery and it discovers the hidden patterns from the data. The K-Means, K-Modes and K-Prototypes are partition based clustering algorithms and these...
Published by: IGI Global
Investigating Student Perceptions and the Effectiveness of K-12 Blended Learning Communities
Richard Hartshorne, Gina Tovine, April Fleetwood, Andrew Shepherd, Colton Tapoler, Raquel Pesce
Jan 11, 2019
While the growth of blended learning environments in higher education and non-educational settings has continued to increase in recent years, this has not been the case in K-12 settings. Recently, in an effort to explore the...
Published by: IGI Global
A Technique for Securing Big Data Using K-Anonymization With a Hybrid Optimization Algorithm
The recent techniques built on cloud computing for data processing is scalable and secure, which increasingly attracts the infrastructure to support big data applications. This paper proposes an effective anonymization based...
Published by: IGI Global
An Optimal K-Nearest Neighbor for Weather Prediction Using Whale Optimization Algorithm
The weather has a serious impact on the environment as it affects to change day to day life. In recent days, many algorithms were proposed to predict the weather. Although various machine learning algorithms predict the weather...
Published by: IGI Global
An Approach to Convert Conventional Laboratories Into IoT-Enabled Laboratories
Practical learning methodologies have become the need of the hour in the education sector, in particular in engineering education, to achieve technical competencies and skills. Advancements in web-based learning strategies have...
Published by: IGI Global
Concept Drift Detection in Data Stream Clustering and its Application on Weather Data
This article presents a stream mining framework to cluster the data stream and monitor its evolution. Even though concept drift is expected to be present in data streams, explicit drift detection is rarely done in stream...
Environmental Technologies Environmental, Agricultural, and Physical Sciences Environmental Science and Technologies
Published by: IGI Global
Security-Enabled Retransmission and Energy Conservation Architecture With Cluster-Based Multipath Routing in Heterogeneous Wireless Networks
The primary requirements of a heterogeneous wireless network topology, adaptive and smart resource allocation to users, protocols for routing and lifetime enhancement, access to the network with security and appropriate network...
Published by: IGI Global
Ensuring Virtual Success
Very few academic programs in pre-service teacher education include opportunities for current and future K-12 educators to develop the necessary skills to teach in an online setting. While limited research has been done related...
Published by: IGI Global
Soft Biometrics Authentication
This manuscript presents the design of a new approach of human skin color authentication. Skin color is one of the most popular soft biometric modalities. Since a soft biometric modality alone cannot reliably authenticate an...
Published by: IGI Global
Classification of Gene Expression Data Using Feature Selection Based on Type Combination Approach Model With Advanced Feature Selection Technology
A key step in addressing the classification issue was the selection of genes for removing redundant and irrelevant genes. The proposed Type Combination Approach –Feature Selection(TCA-FS) model uses the efficient feature...
Published by: IGI Global
Taking Responsibility for the Future
Although K–12 online education is becoming more common in the United States, there is still much we do not know about how K–12 online teachers are being prepared. Given that few teacher education programs include online pedagogy...
Published by: IGI Global
A Top-K QoS-Optimal Service Composition Approach Based on Service Dependency Graph
With the development of internet of things (IoT) technology, servitization of IoT device functions has become a trend. The cooperation between IoT devices can be equivalent to web service composition. However, current service...
Published by: IGI Global
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors
Social media especially Twitter has become ubiquitous among people where they express their opinions on various domains. This paper presents a Hybrid Firefly – Ontology-based Clustering (FF-OC) algorithm which attempts to...
Published by: IGI Global
C4 gene induction during de-etiolation evolved through changes in cis to allow integration with ancestral C3 gene regulatory networks.
Pallavi Singh, Sean R Stevenson, Patrick J Dickinson, Ivan Reyna-Llorens, Anoop Tripathi, Gregory Reeves, Tina B Schreier, Julian M Hibberd
Apr 17, 2023
C4 photosynthesis has evolved by repurposing enzymes found in C3 plants. Compared with the ancestral C3 state, accumulation of C4 cycle proteins is enhanced. We used de-etiolation of C4 Gynandropsis gynandra and C3 Arabidopsis...
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
Web Bot Detection System Based on Divisive Clustering and K-Nearest Neighbor Using Biostatistics Features Set
Web bots are destructive programs that automatically fill the web form and steal the data from web sites. According to numerous web bot traffic reports, web bots traffic comprises of more than fifty percent of the total web...
Published by: IGI Global
Capacity-Building for Sustainability
An American K-12 cooperative educational services provider (“The Agency”) has an issue: partner school districts are saving money by building internal capacity for professional development, rather than fully utilizing expertise...
Published by: IGI Global
Contrasting Instructional Technology Adoption in K-12 Education to Promote Digital Equity
This quantitative study examined the frequency of usage and teacher perception of educational technology by K - 12 public school teachers in three geographic settings: urban, rural, and suburban. The objective aimed to uncover...
Published by: IGI Global
Striving for Equity in Pandemic Times
This chapter considers the impact the COVID-19 pandemic has had on the reality of educational administrators in U.S.-based institutions of education. Looking closely at 17 educational administrators from both K-12 systems and...
Distance Education Education Educational Technologies Computer Science and Information Technology Social Sciences and Humanities
Published by: IGI Global
Fast and Effective Intrusion Detection Using Multi-Layered Deep Learning Networks
The process of intrusion detection usually involves identifying complex intrusion signatures from a huge repository. This requires a complex model that can identify these signatures. This work presents a deep learning based...
Published by: IGI Global
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