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615 articles for “FEA”
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Machine Learning Approaches for Customer Churn Prediction in Telecommunications
Abstract: Customer churn prediction is a critical challenge for companies in the telecommunications industry. The competition is intense, and acquiring new customers can be costly. Predicting when existing customers might leave (churn) helps companies take proactive measures to retain them, reducing churn rates and costs. By analyzing historical customer data, including demographics, service usage, billing, and customer service interactions, this study aims to identify customers at risk of leaving their current …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 10, Issue 2, 2024 · pp. 1–7 Read article
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Comprehensive Systems Review for Accident Detection, Prevention, and Real-Time Alerting Mechanisms
Abstract: The growth of technology and infrastructure at a rapid pace has made our lives easier. The increased frequency of road accidents and possible traffic dangers brought about by newer technologies has resulted in a significant loss of life and property due to inadequate emergency facilities and preventive measures. The greatest hazard to human life is traffic accidents. High speeds combined with intoxication are the main causes of many accidents. Vehicle …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 10, Issue 2, 2024 · pp. 1–4 Read article
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CNN-Based Traffic Sign Recognition with Voice Alerts
Abstract: Traffic sign recognition is a crucial component of intelligent transportation systems, significantly enhancing road safety by aiding both autonomous and human drivers. This paper presents a convolutional neural network-based traffic sign recognition system integrated with voice alerts. Our approach utilizes a deep learning model trained on a comprehensive dataset of traffic signs to accurately identify various road signs in realtime. Upon recognition, the system issues corresponding voice alerts to inform …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 10, Issue 2, 2024 · pp. 1–9 Read article
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Ethereum Price Prediction Using Extra Trees and Random Forest Regressors
Abstract: The Ethereum market is famous for its unpredictability and the possibility of significant profits, presenting both opportunities and obstacles for investors and stakeholders. Given the dynamic nature of this ecosystem, accurate prediction of Ethereum’s price movements is essential for informed decision-making. In this project, we propose an innovative approach that leverages ensemble learning techniques, specifically extra trees and random forest regressors, for Ethereum price prediction. By harnessing a diverse dataset …
Published in International Journal of Distributed Computing and Technology · Vol. 10, Issue 2, 2024 · pp. 9–25 Read article
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Physico-Mechanical and Degradation Properties on Agro-Waste Based Polymer Composites Reinforced with Banana Bunch Fiber
Abstract: The usage of banana bunch fibers in polymer composite parts for the automotive, aerospace, and construction industries is growing. As people grow more aware of the danger of synthetic fibers, banana bunch fibers are being used in an increasing variety of sectors. It is important to recognize that humans depend on the Earth for survival, not the other way around. This understanding drives scientists and policymakers to seek alternatives to …
Published in International Journal of Composite and Constituent Materials · Vol. 10, Issue 2, 2024 · pp. 33–43 Read article
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Mechanical, Thermal, and Electrical Properties of Poly(ether-ester)-Based Thermoplastic Elastomer Composites Filled with ZnO Nanoparticles
Abstract: A highly helpful technique to create novel polymeric materials with ordered and customized features is blending two or more immiscible polymers. The outstanding balance between processability and physical characteristics of thermoplastic polyester elastomers, particularly when using hydrogenated styrene–butadiene copolymer, makes them appealing materials for a variety of applications, including the automotive industry. New opportunities for tailored flexible composites with improved mechanical and chemical properties are made possible by reinforced polymers …
Published in International Journal of Nanomaterials and Nanostructures · Vol. 10, Issue 2, 2024 · pp. 33–42 Read article
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Digital Revolution in Indian Agricultural Marketing by “Agrivault”
Abstract: “Agrivault”, is an app developed as a solution to the pressing challenges faced by Indian farmers in the realm of agricultural marketing. As the agriculture sector is the backbone of India's economy, Agrivault endeavors to address inefficiencies in traditional marketing systems by incorporating modern digital technologies. The work aims to bridge the gap between storage providers and farmers, mitigating losses and enhancing economic viability for agricultural stakeholders. Key features of …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 10, Issue 2, 2024 · pp. 1–7 Read article
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Review of Biomedical Polymer Nanocomposites Progress
Abstract: Polymer nanocomposites (PNCs) have a reputation for being an effective way to give materials exceptional qualities that are impossible to achieve with the individual components alone. When creating composites with nanofiller, it is advantageous to use the interfaces between the two phases of nanoscale compounds with large specific surface areas. The interfacial interactions between the two phases, however, present the nanocomposites with their principal difficult feature. Due to their intriguing …
Published in International Journal of Composite and Constituent Materials · Vol. 10, Issue 1, 2024 · pp. 24–39 Read article
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Response of Zea mays to Rhizophagus Intraradices with 50% Nitrogen and Phosphorus Fertilizer Prevents the Release of N2O From the Soil
Abstract: The healthy growth of Zea mays (maize) requires NH4NO3/PO4--3 fertilizers (ammonium nitrate and phosphates), are applied in unregulated doses, are associated to denitrification, generating greenhouse gases, causing global warming, loss of soil productivity, and pollution of surface water in case of phosphates. An alternative is to decrease and optimize the dose of NH4NO3/PO4--3 by applying arbuscular vesicle fungi (AVF), to optimize, the dose of nitrogen and phosphorus fertilizers, AVF endosymbionts …
Published in International Journal of Environmental Chemistry · Vol. 10, Issue 2, 2024 · pp. 26–35 Read article
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From Traditional to Digital: An Analysis of Vending Machine System Evolution
Abstract: This paper proposes a smart vending machine system that makes use of Internet of Things (IoT), UnifiedPayments Interface (UPI), Radio-Frequency Identification (RFID), product level detection, andGPS/GPRS notification to provide a more efficient, secure, and easy vending experience for operatorsand customers. RFID is used for user authentication, and UPI facilitates payment transactions so thatusers can quickly make purchases without using cash or credit cards. Product level detection makessure that products are …
Published in International Journal of Electrical Power System and Technology · Vol. 10, Issue 1, 2024 · pp. 1–7 Read article
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Hybrid Engineering System for Freshwater Production
Abstract: This work focuses on a new engineering design for water resources application. The system includes ahybrid reverse osmosis desalination plant, a solar pond set, and a thermal power plant, which receivesenergy from the pond set and powers the desalination plant. The solar pond set is modular and adaptive,facing variable working conditions and energy demands. The engineering design is feasible andenergetically viable since it uses renewable energy as a power source …
Published in International Journal of Water Resources Engineering · Vol. 10, Issue 1, 2024 · pp. 29–44 Read article
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Eye Blink Gesture-based Home Automation Control System
Abstract: The "Eye Squint Gesture-Based Home Automation Control System" is an innovative approach to home automation that utilizes forward thinking gestures to control various household appliances and devices. The system enables users to control devices without the need for physical interaction through the use of a camera to capture and interpret the gestures made by users. This home automation system offers numerous benefits compared to traditional methods. One of the main …
Published in International Journal of Broadband Cellular Communication · Vol. 10, Issue 1, 2024 · pp. 13–20 Read article
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Enhanced Healthcare Voice Assistant: Integrating Sentimental Support and Medical Assistance for Improved Patient Engagement (QUANTUM WELL F7)
Abstract: Healthcare systems are increasingly leveraging voice assistant technology to provide convenient and accessible medical assistance to patients. In this paper, we propose an enhanced healthcare voice assistant that integrates sentimental support capabilities with medical assistance features. The voice assistant employs advanced natural language processing (NLP) algorithms to analyze user sentiments and provide empathetic responses, while also offering personalized medical advice and assistance. We evaluate the effectiveness of the proposed system …
Published in International Journal of Analog Integrated Circuits · Vol. 14, Issue 1, 2024 · pp. 36–43 Read article
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A Smart Recommendation System for Carrier Shipper Matching Using Multilabel Classification – A Survey
Abstract: Efficient matching between carriers and shippers is crucial in the logistics industry to optimize resource utilization and minimize costs. This paper puts forth a smart recommendation framework dependent on multilabel classification techniques to improve the carrier-shipper matching process. The method makes use of machine learning techniques to predict multiple relevant carrier options for a given shipment request. We present a comprehensive literature review on related works in carrier-shipper matching and …
Published in International Journal of Broadband Cellular Communication · Vol. 10, Issue 1, 2024 · pp. 1–7 Read article
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Maculopathy Detection and Recommendation using Machine Learning
Abstract: Maculopathies, a diverse group of eye diseases affecting the central portion of the retina, the macula, are a leading cause of vision loss globally. Early detection and accurate diagnosis are critical for timely intervention and preventing irreversible vision loss. However, traditional methods such as manually detecting the disease are time-consuming, tiring, and often lack sensitivity and specificity, hindering optimal patient care. Here we delve into the applications of machine learning …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 10, Issue 1, 2024 · pp. 10–16 Read article
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Facial Recognition in Education: Revolutionizing Attendance Tracking for Enhanced Efficiency and Security
Abstract: The goal of this project is to develop a facial recognition-based attendance system for educational institutions to improve and modernize the current system and make it more effective and efficient than it was in the past. The distinctive features of the human face allow for individual identification. Since there is little chance of a face deviating or being duplicated, it is utilized to trace identification. The article also covers the …
Published in International Journal of Digital Communication and Analog Signals · Vol. 10, Issue 1, 2024 · pp. 1–6 Read article
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Nu Cycle: Revolutionizing Bicycles with Chainless Innovation
Abstract: Introduced by Nu Cycle, a groundbreaking change in biking is facilitated through its chainless design. This research explores the enhancement of biking through reduced maintenance needs, improved efficiency, and an eco-friendlier option. The technical aspects, materials used, and user experiences are delved into. Unlike a standard bike where you pedal in a circular motion, the Nu Cycle utilizes vertical levers instead of cranks. This allows for a straighter leg movement, …
Published in International Journal of Mechanics and Design · Vol. 10, Issue 1, 2024 · pp. 40–45 Read article
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Towards an Indicators Framework for Assessing the Influence Religion on the Architecture of Mosques and Churches
Abstract: Architecture serves as a tangible expression of religious beliefs, values, and cultural identities, reflecting the symbiotic relationship between religion and built environment. The indicators framework presented in the academic manuscript for assessing the influence of religion on the architecture of mosques and churches offers a unique approach to analyzing the relationship between religion and architectural design. This framework stands out with reviewing the previous literature for synthesizing key architectural elements, …
Published in International Journal of Architectural Heritage · Vol. 7, Issue 1, 2024 Read article
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Examination of Internal Defects in the Casting Process by Using a Scanning Electron Microscopy
Abstract: In today's manufacturing landscape, stringent requirements and specifications for mechanical properties and other characteristics have become crucial for top casting manufacturers. This paper focuses on using Scanning Electron Microscopy (SEM) as a powerful tool to analyze internal defects that significantly impact the performance of castings. Specifically, it delves into various aspects of this approach, including the identification of bifilm deficiencies in ductile and chromium cast iron, near-surface corrosion induced by …
Published in International Journal of Manufacturing and Materials Processing · Vol. 10, Issue 1, 2024 · pp. 6–18 Read article
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A study to assess the perception, practices and the factors influencing hand hygiene among 2nd and 3rd year B.sc nursing students posted in the Medical Surgical Unit at a tertiary care hospital, Bangalore.
Abstract: There are millions of workers in the healthcare industry. Though the health care includes doctors, laboratory technicians and physiotherapist, nurses are the major workforce in a healthcare industry. The number of patients admitted to the hospital is also increasing every year due to the rise in communicable and non-communicable diseases. The inadequate knowledge and practice of hand hygiene by the health care workers can leads to many healthcare associated infections …
Published in International journal of Nursing Science Practice and Research · Vol. 10, Issue 1, 2024 Read article