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1052 articles for “Impact”
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Sentimental Analysis on Movie Review Using Artificial Intelligence and Machine Learning
Abstract: A recent area of study with applications in many other fields is sentiment analysis. Sentimental analysis helps to classify a subject’s sentiments (e.g., positive, negative, or neutral) automatically towards a specific topic, product, news, or any movie. Machine learning is a powerful technique of artificial intelligence (AI) to control the increasing demand for accurate sentimental analysis. Online reviews, comments, and polls are used to collect a sizable amount of textual …
Published in International Journal of Distributed Computing and Technology · Vol. 8, Issue 2, 2022 · pp. 43–50 Read article
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A Study of Mobility Models in Wireless Ad-Hoc Network
Abstract: The impact of mobility models depends upon the routing protocols in ad hoc networking. This work provides a comprehensive study using wide range of a wireless ad hoc network parameters, and draws conclusions for the performance of routing protocols under different mobility models. The routing protocols used are DSR. The mobility models used are Random Way Point (RWP), Gauss Markov (GM). The performance metrics used are Packet Delivery Ratio (PDR), …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 3, Issue 2, 2017 · pp. 20–26 Read article
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Upgrade Immense Region Reportage from Numerous Satellite Image Sensors
Abstract: Rapid injury data assortment and dissemination throughout the disaster emergency response part could be an important remote sensing-based approach. For giant disasters like cyclone and earthquake, multiple satellite-sensor overpasses with variable inform angles square measure needed to completely cowl the massive impact space. This text presents associate in nursing improvement model for satellite image acquisition designing utilizing geographic house, time, and assortment state of affairs needs a web remote sensing …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 3, Issue 2, 2017 · pp. 27–33 Read article
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Deep Learning in Medical Image Classification and Object Detection: A Survey
Abstract: Deep learning methods have demonstrated superior performance in the area of computer vision, speech recognition, natural language processing, healthcare, and many more. Convolutional neural networks (CNNs) are a class of deep learning methods that have the ability to learn from raw data available as images, audio, or text. CNNs have become a powerful tool for variety of pattern recognition tasks due to the availability of abundant data and GPU-based training. …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 8, Issue 2, 2022 · pp. 1–15 Read article
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A Comprehensive Analysis of Context-aware Recommender Systems Implemented Across a Range of Domains
Abstract: In many different fields, recommender systems are essential for helping users find pertinent and personalized material. Traditional recommender systems often underestimate the impact of contextual factors on user preferences. Context-aware recommender systems are a potential method that uses dynamic contextual data to increase recommendation accuracy and user satisfaction. This review paper examines the benefits of context-aware recommender systems in many fields and offers a detailed analysis of these systems. We …
Published in International Journal of Software Computing and Testing · Vol. 9, Issue 2, 2023 · pp. 9–19 Read article
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Unlocking the Potential: Machine Learning Driven Explainable AI Applications Across Diverse Domains
Abstract: Explainable artificial intelligence (XAI) aims to make discoveries and output generated by machine learning algorithms accessible to human users in a trustworthy and easy-to-understand manner. It describes the impact of an AI model and any potential biases, helping in characterizing models with accuracy, fairness, transparency, and outcomes in decision-making powered by AI. XAI focuses on understanding the data used to train the model, its predictions, the specific elements involved in …
Published in International Journal of Software Computing and Testing · Vol. 9, Issue 1, 2023 · pp. 24–32 Read article
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Implementation of Energy Efficient Protocol in Wireless sensor Network
Abstract: Wireless sensor network (WSNs) are network of sensor nodes one of current concerns is developing a stable clustered heterogeneous protocol prolonging the network lifetime with minimum consumption of battery power. In the recent times, many routing protocols have been proposed increasing the network lifetime, stability in short advising a reliable and robust routing protocol. In this paper we examine the impact of hierarchical clustered network with sensor nodes of two-level …
Published in International Journal of Analog Integrated Circuits · Vol. 6, Issue 2, 2020 · pp. 21–29 Read article
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Transient Response of Power Networks to Pulse Inputs of Non-Standard Wave forms: Analysis and Case Studies
Abstract: This study reveals and discusses intriguing situations that can cause electromagnetic transient stressors with unexpected magnitudes and time wave patterns in power networks. They may be caused, for instance, by atmospheric discharges that affect overhead power lines and/or underground cables, provided that the stimulating surges also feature a number of rather evenly spaced pulses of a repetitive nature. An s-domain mathematical model based on the distributed parameter analysis is presented. …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 1, 2022 · pp. 25–32 Read article
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Performance Analysis of Mobile Ad Hoc Network With Variation of Antenna Height Over Fading Channels
Abstract: Ad-hoc network does not rely on any preexisting infrastructure which is very helpful in disaster recovery situation and the place where the no pre-existing infrastructure or where rapid deployment of a communication network is needed. In this paper, the impact of variation of antenna height over different fading environment is investigated. For this purpose, Qualnet6.1 simulator has been used and the performance of wireless network by varying antenna height is …
Published in International Journal of Broadband Cellular Communication · Vol. 3, Issue 2, 2017 · pp. 1–7 Read article
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Trust based AODV Protocol for Detection and Prevention of JellyFish Attack in MANET
Abstract: Mobile Adhoc Networks (MANETs)are more vulnerable to differing kinds of attacks due to its insecure communication. JellyFish could be a new form of DOS attack that contains the 3 variants like jellyfish delay variance attack, jellyfish periodic dropping attack and jellyfish reorder attack. A main goal of this attack is to decrease the output and increase the tip to finish delay. It ends up in decrease the general performance of …
Published in International Journal of Broadband Cellular Communication · Vol. 6, Issue 2, 2020 · pp. 25–34 Read article
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Energy-Aware Routing Protocols for Wireless Sensor Networks
Abstract: Wireless sensor networks present a number of issues, including storage capacity, communication bandwidth, processing speed, and battery life (WSNs). All of these factors have an impact on the longevity of a WSN.. Solving all of these problems and extending the WSN's lifespan. Energy optimization in WSNs is a difficult problem that has sparked a lot of research and standardization methods over the years. Various clustering protocols have evolved to address …
Published in International Journal of Broadband Cellular Communication · Vol. 7, Issue 2, 2021 · pp. 1–6 Read article
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Detecting COVID_19 in X-ray images using artificial neural network
Abstract: In this paper, we propose a method for detecting COVID-19, which is most important for now days in lowering mortality rates. COVID-19 had a rapid impact on our daily lives, businesses, and global trade and transportation. Chest CT scans and CT x-rays reveal particular radiographic abnormalities in people with COVID-19 by means of faster and more efficient representation of the patient's lung that enables for the detection of viral phenomena. …
Published in International Journal of Broadband Cellular Communication · Vol. 8, Issue 1, 2022 · pp. 32–38 Read article
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State Wise Covid-19 Case Forecasting Based on Machine Learning by Using SEIR and Time Series Models
Abstract: Forecasting mechanisms based on machine learning have proved to be significant to anticipate in peri-operative outcomes that improve decision-making in the future. Applications where it is necessary to identify risk factors with a negative impact have used machine learning models. To solve problems with forecasting, many prediction techniques are applied. The COVID-19 virus, which is active and is currently regarded as a serious threat to humanity, is shown in this …
Published in International Journal of Broadband Cellular Communication · Vol. 9, Issue 1, 2023 · pp. 1–9 Read article
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Automated IP Address Allocation and Recovery Using DHCP: Implementation Strategies
Abstract: The term for Dynamic Host Configuration Protocol is DHCP. It is an application layer protocol that servers use to learn about the network configuration. A DHCP server, under the supervision of the DHCP protocol, manages the dynamic distribution of network configuration elements like IP addresses, subnet masks, and gateway addresses. Without DHCP, a network administrator would have to take extra time and make uncomfortable efforts to manually send such parameters …
Published in International Journal of Broadband Cellular Communication · Vol. 9, Issue 1, 2023 · pp. 38–45 Read article
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An Overview of Bluetooth Technology & It’s Communication Applications in Recent Era
Abstract: In the recent period, Bluetooth technology has substantially changed how gadgets interact and communicate with one another. An overview of Bluetooth technology, its development, and its many communication applications is given in this paper. Since its introduction, Bluetooth has evolved into a standard component of many gadgets, including smartphones, computers, wearable technology, and Internet of Things (IoT) devices. The study examines the core ideas behind Bluetooth technology, emphasizing its wireless …
Published in International Journal of Broadband Cellular Communication · Vol. 9, Issue 1, 2023 · pp. 25–30 Read article
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Beyond Words: Exploring the Boundaries of Text-to-Speech Technology
Abstract: This work presents a novel, effective, and economical method for turning text graphics into audio information in real-time. This method enables visually challenged individuals to efficiently interact with computers through a voice interface. Text extraction from color photographs is a tough computer vision task. Text-to-speech conversion uses OCR technology to convert English alphabets and numbers in images into voices. Of course! The main goal of real-time speech-to-text translation is the …
Published in International Journal of Broadband Cellular Communication · Vol. 9, Issue 2, 2023 · pp. 1–5 Read article
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Efficient Energy Management in Wireless Sensor Network
Abstract: This paper studies the impact of node heterogeneity of wireless sensor networks that are hierarchically clustered in terms of energy. Some nodes, in this network become cluster head and aggregate the data of fellow clusters and then transmit it to the sink. It is expected that a level of the number of inhabitants in sensor hubs is outfitted with extra vitality assets this is a wellspring of heterogeneity which may …
Published in International Journal of Digital Communication and Analog Signals · Vol. 4, Issue 2, 2018 · pp. 17–23 Read article
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High frequency design approach and feasibility study of HBT based W-band (90.0GHz-100.0GHz) amplifier using 130nm SiGe based BiCMOS technology
Abstract: This paper present high frequency design approach and feasibility study of HBT (Hetero Junction Bipolar Transistor) based two stage cascode amplifiers at W-band (90.0GHz-100.0GHz). The proposed amplifier has design using 130nm SiGe based BiCMOS technology. This paper used low cost technology for designing of w-band amplifier and this is novelty of this paper. The schematic design and feasibility study has been carried out using Cadence software. The selection of active …
Published in International Journal of Digital Communication and Analog Signals · Vol. 7, Issue 2, 2021 · pp. 1–7 Read article
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Harnessing the Power of Information Technology in Libraries
Abstract: In an age characterized by rapid technological advancements and an ever-growing volume of digital information, libraries face the imperative to adapt and harness the power of information technology to remain relevant and fulfill their mission as information hubs. This abstract explores the transformative impact of information technology on libraries, highlighting key themes and challenges in this dynamic landscape. Libraries have evolved from traditional repositories of print materials into dynamic digital …
Published in International Journal of Digital Communication and Analog Signals · Vol. 9, Issue 1, 2023 · pp. 16–20 Read article
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Virtual Reality and Its Contribution in Mediation and Psychological Treatment
Abstract: Nowadays we are surrounded by blends of technologies, there is a rainbow of various technologies in our everyday lives. Increasingly these technologies are getting integrated to provide us with the best of abilities and services which are more efficient than in the past. Virtual Reality ear (computer generated reality) is a developing innovation that is winding up progressively common with time. Its uses for well-being and entertainment rehearses are underwhelming. …
Published in International Journal of Digital Communication and Analog Signals · Vol. 9, Issue 2, 2023 · pp. 13–21 Read article