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235 articles for “classification”
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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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A Critical Review on Electron, X-Ray, Probe Microscopic Techniques for Analysis of Biomaterials and Nanomaterials
Abstract: Herein this article an attempt has been made to study advanced microscopic techniques in detail. In this review paper various types of microscopes which are classified as electron microscopes, x-ray microscope and probe microscopes have been discussed. Also, the various subtypes of each of these microscopes have been presented in this paper. This paper focuses on the historical developments, principles of operation, instrumentation, advantages and limitations of the various types …
Published in International Journal of Nanomaterials and Nanostructures · Vol. 10, Issue 2, 2024 · pp. 1–32 Read article
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Network Intrusion Detection Using Wireshark and Machine Learning
Abstract: The growth of networked devices has highlighted the desire for advanced intrusion detection (IDS) tools to protect digital systems from evolving cyber threats. Traditional IDS systems are often difficult to adapt to the threat environment because they rely on predefined signature lists. This study presents a new approach that combines Wireshark, a widely used network packet analysis tool, with advanced machine learning for intrusion detection. Our system leverages Wireshark's data …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 10, Issue 1, 2024 · pp. 23–31 Read article
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Multi Label Sentiment Analysis of Covid Handling of Government through Tweets
Abstract: Determining someone's emotional state from a written text might be challenging, but it's crucial because textual expressions often transcend the use of emotion terminology. They emerge from the way concepts are seen and relate to one another inside the text. Text sentiment recognition is a critical skill for human-computer interaction. Text-based emotion recognition still requires further research, despite significant progress in speech and facial expression emotion detection. expressions and movements. …
Published in International Journal of Broadband Cellular Communication · Vol. 10, Issue 1, 2024 · pp. 26–31 Read article
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Employing ML and DL to Optimize an ElectrochemicalBiosensor
Abstract: A major field of study in science, that have made the understanding of the world and made homo sapiensthe dominant species on the planet is our understanding of medicine. Under this vast umbrella is thedetection and classification of microorganisms. Electrochemical biosensors have emerged aspromising tools in this regard due to their high sensitivity, selectivity, and potential for miniaturization.By integrating a Machine Learning & Deep Learning model for the detection of …
Published in International Journal of Chemical Separation Technology · Vol. 10, Issue 1, 2024 · pp. 33–38 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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Approaches to Transmission Line Fault Detection Utilizing GPS: An Overview
Abstract: Transmission line protection is essential since 80–86% of power system issues are related to transmission lines. This study suggests a way to classify and identify different types of short circuit faults on transmission lines. There are several operating and fault conditions on high-voltage line transmission, such as L-L fault, single phase to earth fault, and double line fault. Proteus Professional 8 software simulates three fault scenarios: triple line fault, triple …
Published in International Journal of Microwave Engineering and Technology · Vol. 10, Issue 1, 2024 · pp. 33–42 Read article
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Review Article on: Nanoemulsion based intranasal drug delivery to Brain
Abstract: The bloodbrain barrier (BBB) controls and restricts the entry of therapeutic medications because it plays a critical role in protecting the brain from toxins.Nasal medicine administration allows for immediate drug delivery into the brain through the nose-to brain pathway.avoiding both the first pass impact and the blood-brain barrier. Various novel and promising formulation approaches have been explored for drug targeting to the brain by nasal administration. Nanoemulsions have the potential …
Published in International journal of Nanobiotechnology · Vol. 10, Issue 1, 2024 · pp. 17–24 Read article
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A Review on Steel Metallurgy
Abstract: Steel is mostly manufactured in the manufacturing industries and it is nearly ninety percent due to its extremely higher strength and high toughness. This review paper discusses on the classification of steels, steel as a potential engineering material, mechanical properties and fabrication properties of steels. It also explains on its applications, low alloy steels groups and its properties. This review article also discusses on special steels like micro alloyed steels, …
Published in International Journal of Manufacturing and Materials Processing · Vol. 10, Issue 1, 2024 · pp. 1–6 Read article
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Identifying Fake News Using Big Data
Abstract: In today's world, where digital information spreads swiftly, the rise of fake news poses a threat to society. This research paper presents a method to address this issue by employing data analytics. To address the issues of misinformation, public manipulation, and threats to democracy we propose a framework. Our strategy incorporates advanced methodologies, including natural language processing, machine learning, and network analysis. Using these techniques, we examine various data sources …
Published in International Journal of Distributed Computing and Technology · Vol. 10, Issue 1, 2024 · pp. 7–14 Read article
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Intangible and Tangible Heritage: An Examination of the Relationship in the Sri Lankan Context
Abstract: There is a strong link between the “Tangible Cultural Heritage” (TCH) and “Intangible Cultural Heritage” (ICH). The tangible is created to facilitate the intangible activities. The life spans of ICH and the resultant TCH are not the same and as a consequence one outlives the other. The investigation in reference to Sri Lankan context shows that the heritage cities or the monuments can be classified into four types according to …
Published in International Journal of Architectural Heritage · Vol. 1, Issue 1, 2018 · pp. 29–34 Read article
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Survey and Safety Techniques in Construction
Abstract: Due to the high range of accidents that occur in construction and therefore the consequences this has for employees, organizations, society and countries, activity safety and health (OSH) has become a really necessary issue for stakeholders to require care of the human resource. For this reason, and so as to grasp however OSH analysis within the construction sector has evolved over time, this article–in that articles printed in English were …
Published in International Journal of Architectural Heritage · Vol. 2, Issue 1, 2019 · pp. 14–25 Read article
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Readjustment of the old: New Reuses for Historical building (investigating the best role for an architectural heritage)
Abstract: This paper aims to study and discuss the best way to adapt an architectural heritage within a changeable architecture metaphor of the urban fabric. the first section of the study investigate the differentiation between what considered as an architectural heritage and try to classify them then moving to find out the best way to recycle such a legacy according to both the building and city needs. The research methodology is …
Published in International Journal of Architectural Heritage · Vol. 4, Issue 1, 2021 · pp. 19–27 Read article
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Sustainable Streetscape Development for Small Communities – A Case study of City of Cullman, Alabama, USA
Abstract: This paper is based on proposal prepared by the author for the city, which was in transition and adopting its new comprehensive plan. The paper emphasizes current trends and interventions of planners for small- to medium-sized communities. The Downtown streetscape project was part of the comprehensive plan 2030 adopted by the City of Cullman, USA in the year 2009. This CompPlan expressed concern that to attract and retain the businesses …
Published in International Journal of Architecture and Infrastructure Planning · Vol. 3, Issue 1, 2017 · pp. 6–12 Read article
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Reclamation of Urban Voids as Opportunities for Expansion of the Public Realm
Abstract: In any city there are small slivers and chunks of awkward spaces – in between buildings, occupying edge conditions, not large enough to warrant many forms of traditional use – which can be termed residual1. These areas of the built environment2 represent sites for possible architectural invention that have been misunderstood, misused, underused, ignored and generally not exploited to their full potential. Today there is a situation when people are …
Published in International Journal of Architecture and Infrastructure Planning · Vol. 3, Issue 1, 2017 · pp. 1–5 Read article
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Reflective Learning! Experience–Reflect–Realise
Abstract: Knowledge is being imparted since ancient Gurukul times to the modern e-learning modes of education. Innovative pedagogical teaching approaches, advanced computer techniques, easy access to information and high-end institutional infrastructures have improved knowledge learning processes and learning environments immensely. In this article, certain findings which were realised while researching through the literature of “learning” in higher education are presented. The theories, researches & information evolved by different academicians, educationists and …
Published in International Journal of Architecture and Infrastructure Planning · Vol. 7, Issue 2, 2021 · pp. 24–31 Read article
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Traditional Housing Settlements in Chhattisgarh
Abstract: Traditional or vernacular architecture practice always respected the local climate, culture and tradition of the community, and most importantly, it is contextual. Various parameters such as geographical location, climatic conditions, occupation, culture and tradition of the society/community decide these principles in a specific setup and make the structures sustainable in all respect. Typology can be described as classification of existing building types and urban forms. These types can differ according …
Published in International Journal of Housing and Human Settlement Planning · Vol. 4, Issue 2, 2018 · pp. 7–11 Read article
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Preferences of Landscape Elements at Different Housing Typologies in Indian Context
Abstract: Abstract Landscape elements help in enhancing the health and well-being of the people along with creating pleasant housing environment. In India housing diverges to a great extent and existing typology of housing depending on its physical appearance, bye-laws, and socio-economic profile. This paper identifies the categories of landscape elements and classifies the housing typology by literature review. In this paper, primary data of 18housing colonies from six identified housing typologies …
Published in International Journal of Landscape Planning and Architecture · Vol. 1, Issue 2, 2015 · pp. 1–9 Read article
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A Review on the Alkaloids an Important Therapeutic Compound from Plants
Abstract: Plants have always been a basis for the traditional medicine systems and they have provided continuous remedies to the mankind for thousands of years. Therapeutic application of plants includes anti-tumor, anti-viral, anti-inflammatory, anti-malarial activities. Knowledge of the plants for the preparation of various drugs has been of great significance. Plants are considered as a rich source of wide variety of ingredients which can be used for the development of drug. …
Published in International Journal of Plant Biotechnology · Vol. 3, Issue 2, 2017 · pp. 1–9 Read article
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Animal Gastrointestinal Tract in Animals Health
Abstract: The gastrointestinal tract's (GIT) functionality and health are essential elements that influence animal productivity. Since the management of GIT growth and health involves numerous complicated systems, it is critical to have a better understanding of these interconnections in order to create strategies for modulating GIT functioning and health in the perspective of better animal performance. Within in the animal scientific community, this term of "gut health" has sparked considerable interest. …
Published in International Journal of Animal Biotechnology and Applications · Vol. 8, Issue 1, 2022 · pp. 9–12 Read article