Shirina Samreen
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View article: Development and Validation of the Digital Escapism Scale for Adults
Development and Validation of the Digital Escapism Scale for Adults Open
Digital escapism refers to the use of digital devices and online platforms to avoid real-life stressors or responsibilities. Despite its growing prevalence, no culturally appropriate and psychometrically validated tool exists to measure di…
View article: Autoencoder and Harris Hawk Optimization Based Timely and Accurate Prediction of Diabetes Using a Minimal-Sized Feature Set
Autoencoder and Harris Hawk Optimization Based Timely and Accurate Prediction of Diabetes Using a Minimal-Sized Feature Set Open
Timely diagnosis of diabetes helps in avoiding the major risks associated with the disorder. The proposed research involves the prediction of the disorder using a minimal sized and most representative feature set generated using automatic …
View article: Improved Software Effort Estimation Through Machine Learning: Challenges, Applications, and Feature Importance Analysis
Improved Software Effort Estimation Through Machine Learning: Challenges, Applications, and Feature Importance Analysis Open
Effort estimations are a crucial aspect of software development. The tasks should be completed before the start of any software project. Accurate estimations increase the chances of project success, and inaccurate information can lead to s…
View article: AI-powered Approach for Accident Occurance Alerting from Traffic Surveillance
AI-powered Approach for Accident Occurance Alerting from Traffic Surveillance Open
Accidents have been a major cause of deaths in India.More than 80% of accident-related deaths occur not due to the accident itself but the lack of timely help reaching the accident victims.In highways where the traffic is light and fast-pa…
View article: Rice Disease Diagnosis System (RDDS)
Rice Disease Diagnosis System (RDDS) Open
Hitherto, Rice (Oryza Sativa) has been one of the most demanding food crops in the world, cultivated in larger quantities, but loss in both quality and quantity of yield due to abiotic and biotic stresses has become a major concern. During…
View article: Resistance to Malicious Packet Droppers Through Enhanced AODV in a MANET
Resistance to Malicious Packet Droppers Through Enhanced AODV in a MANET Open
Packet dropping in a mobile ad hoc network can manifest itself as the data plane attacks as well as control plane attacks. The former deal with malicious nodes performing packet drop on the data packets following the route formation and th…
View article: Memory-Efficient, Accurate and Early Diagnosis of Diabetes Through a Machine Learning Pipeline Employing Crow Search-Based Feature Engineering and a Stacking Ensemble
Memory-Efficient, Accurate and Early Diagnosis of Diabetes Through a Machine Learning Pipeline Employing Crow Search-Based Feature Engineering and a Stacking Ensemble Open
The early diagnosis of diabetes helps in avoiding the major risks associated with the disorder. The proposed research involves the design of a machine learning pipeline which generates the most representative feature subset of minimal size…
View article: Gesture Recognition Algorithm for Visually Blind Touch Interaction Optimization Using Crow Search Method
Gesture Recognition Algorithm for Visually Blind Touch Interaction Optimization Using Crow Search Method Open
Touch screen interaction system is highly demanding for new innovations such as visual sensing, virtual key board system on the screen, three dimensional gesture communications methods, and RFID sensing etc. In spite of the existence of th…
View article: The Future of Health care: Machine Learning
The Future of Health care: Machine Learning Open
Machine learning (ML) is a rising field. Machine learning is to find patterns automatically and reason about data.ML enables personalized care called precision medicine. Machine learning methods have made advances in healthcare domain. Thi…
View article: Cyber Physical Systems for Smart Cities Development
Cyber Physical Systems for Smart Cities Development Open
With the technological advances in ICT people are migrating to urban areas. Urbanization becomes a global phenomenon. By 2030, 60% of the population will live in urban. Development of smart cities is inevitable. Cyber Physical Systems (CPS…