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Popular real-world events often create huge traffic on Twitter including real-time updates of important moments, personal comments, and so on while the event is happening. Most of the users are interested to read the important...
Published by: IGI Global
Short-Term Wind Power Prediction Using Hybrid Auto Regressive Integrated Moving Average Model and Dynamic Particle Swarm Optimization
With the upsurge in restructuring of the power markets, wind power has become one of the key factors in power generation in the smart grids and gained momentum in the recent years. The accurate wind power forecasting is highly...
Published by: IGI Global
Performance Analysis of Machine Learning Algorithms for Cervical Cancer Detection
Cervical cancer is second most prevailing cancer in women all over the world and the Pap smear is one of the most popular techniques used to diagnosis cervical cancer at an early stage. Developing countries like India has to...
Medical, Healthcare, and Life Sciences Medical Technologies Medical Informatics Computer Science and Information Technology Science and Engineering
Published by: IGI Global
User Activity Classification and Domain-Wise Ranking Through Social Interactions
Twitter has gained a significant prevalence among the users across the numerous domains, in the majority of the countries, and among different age groups. It servers a real-time micro-blogging service for communication and...
Published by: IGI Global
An Enhanced Version of Cat Swarm Optimization Algorithm for Cluster Analysis
Clustering is an unsupervised machine learning technique that optimally organizes the data objects in a group of clusters. In present work, a meta-heuristic algorithm based on cat intelligence is adopted for optimizing...
Published by: IGI Global
Recent Strategies for Automatic Generation Control of Power Systems With Diverse Energy Sources
This paper reveals Automatic Generation Control (AGC) strategies of power systems including diverse type power generating sources and comprehensive literature review is also presented. These diverse type energy sources...
Published by: IGI Global
Comparisons of Speech Parameterisation Techniques for Classification of Intellectual Disability Using Machine Learning
Classification of intellectually disabled children through manual assessment of speech at an early age is inconsistent, subjective, time-consuming and prone to error. This study attempts to classify the children with...
Published by: IGI Global
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks
These days the online social network has become a huge source of data. People are actively sharing information on these platforms. The data on online social networks can be misinformation, information, and disinformation....
Published by: IGI Global
Optical Flow-Based Weighted Magnitude and Direction Histograms for the Detection of Abnormal Visual Events Using Combined Classifier
Movement information of persons is a very vital feature for abnormality detection in crowded scenes. In this paper, a new method for detection of crowd escape event in video surveillance system is proposed. The proposed method...
Published by: IGI Global
Distributed Denial-of-Service (DDoS) Attacks and Defense Mechanisms in Various Web-Enabled Computing Platforms
The demand for Internet security has escalated in the last two decades because the rapid proliferation in the number of Internet users has presented attackers with new detrimental opportunities. One of the simple yet powerful...
Published by: IGI Global
Modified Transformer Architecture to Explain Black Box Models in Narrative Form
The current XAI techniques present explanations mainly as visuals and structured data. However, these explanations are difficult to interpret for a non-expert user. Here, the use of natural language generation (NLG)-based...
Published by: IGI Global
An Artificial Intelligence-Based Smart System for Early Glaucoma Recognition Using OCT Images
Glaucoma is a progressive and constant eye disease that leads to a deficiency of peripheral vision and, at last, leads to irrevocable loss of vision. Detection and identification of glaucoma are essential for earlier treatment...
Medical, Healthcare, and Life Sciences Medical Diagnosis and Practice Medical Imaging Computer Science and Information Technology Media and Communications
Published by: IGI Global
A Text Analytics Framework for Performance Assessment and Weakness Detection From Online Reviews
Present research proposes a framework that integrates aspect-level sentiment analysis with multi-criteria decision making (TOPSIS) and control charts to uncover hidden quality patterns. While sentiment analysis quantifies...
Published by: IGI Global
Performance Evaluation of Machine Learning Algorithms for Stock Price and Stock Index Movement Prediction Using Trend Deterministic Data Prediction
This experimental study addresses the problem of predicting the direction of stocks and the movement of stock price indices for three major stocks and stock indices. The proposed approach for processing input data involves the...
Published by: IGI Global
Optimizing Energy Consumption in IoT-Based Scalable Wireless Sensor Networks
In recent era of IoT, energy ingesting by sensor nodes in Wireless Sensor Networks (WSN) is one of the key challenges. It is decisive to diminish energy ingesting due to restricted battery lifespan of sensor nodes, Objective of...
Published by: IGI Global
Information Technology/Systems Adoption in the Public Sector
State government has been moving from manual and paper-based processes to digital services. However, digital divide, declining trust in technology, and low IT/IS adoption rates by public sector employees are important challenges...
Published by: IGI Global