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345 articles for “Quantification”
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An Improved K-means Clustering Algorithm for Classification of Odor/Gas Sensor Data Using Normalized Cosine Distance Parameter
Abstract: This paper presents a novel approach of K-means Clustering for classification of odors/gases (E-nose) using cosine distance as a distance parameter. A sensor array constituting five sensors is exposed to four different types of gases to extract data. The problem of classifying the data into respective classes in considered as a K-means Clustering task. To quantify the amount of similitude between the data corresponding to same classes; usually euclidean distance …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 2, Issue 2, 2015 · pp. 56–60 Read article
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Detection and Retrieval of Follicles in Polycystic Ovarian Syndrome (PCOS) using Image Processing Techniques
Abstract: About to 18% women of reproductive age are affected by PCOS (Poly Cystic Ovarian Syndrome), a common endocrinopathy. It is also known as PCOS (Poly Cystic Ovarian Syndrome) or Stein-Leventhal syndrome. An imbalance of woman’s female hormones like estrogen and progesterone occur which causes the infertility. There are various methods which are used to diagnose this condition but the most helpful method is the pelvic ultrasound which confirms the presence …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 3, Issue 1, 2016 · pp. 1–6 Read article
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Selection of Tower Cranes through ANN (Artificial Neural Network) Model
Abstract: In India, the construction sector has been increased due to large spending on the infrastructures in last few years. By such growth in infrastructure, rising trend of precast technology for real estate construction and high rise construction, there is a drive growth of the Indian tower crane industry. With the increasing demand of tower cranes, the selection of the suitable tower crane for a particular site also becomes important; as …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 3, Issue 2, 2016 · pp. 67–79 Read article
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A Fractal Approach to Characterize Emotions in Audio and Visual Domain: A Study on Cross-Modal Interaction
Abstract: Abstract: It is already known that both auditory and visual stimulus is able to convey emotions in human mind to different extent. The strength or intensity of the emotional arousal varies depending on the type of stimulus chosen. In this study, we try to investigate the emotional arousal in a cross-modal scenario involving both auditory and visual stimulus while studying their source characteristics. A robust fractal analytic technique called detrended …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 6, Issue 3, 2019 · pp. 1–7 Read article
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Software Testing and Assessment Measure for Fuzzy Logic
Abstract: Software testing is an important part of software development which is performed to support and enhance reliability and quality of software. It consists of estimating testing effort, selecting suitable test team, designing test cases, executing the software with those test cases and examining the results produced by these methods. This paper proposes fuzzy based approach for finding out the complexity weight based on requirement. Based on the weight, this paper …
Published in Journal of Software Engineering Tools & Technology Trends · Vol. 3, Issue 2, 2016 · pp. 7–14 Read article
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Obstruction Organizing Network Based Protocol Using Congestion Free Router
Abstract: AbstractThe web’s wonderful quantifiability and strength lead to half from the end-to-end nature of internet congestion management. End-to-end congestion management algorithms alone, however, are unable to stop the congestion collapse and unfairness created by applications that are unresponsive to network congestion. To address these maladies, I propose and investigate a unique congestion-avoidance mechanism referred to as Congestion Free Router (CFR). CFR entails the exchange of feedback between routers at the …
Published in Journal of Web Engineering & Technology · Vol. 5, Issue 1, 2018 · pp. 1–5 Read article
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Study of Object Oriented Systems: A Review
Abstract: AbstractThe motivation behind this paper is to concentrate a product item that requires effective measures to precisely screen the inward programming quality, for example, coupling and union, over the span of programming advancement life cycle. Programming measurements have been generally and effectively used to gauge such interior quality characteristics for protest situated programming frameworks. Coupling is characterized as a standout amongst the most fundamental subjective measures for measuring the execution …
Published in Recent Trends in Programming languages · Vol. 4, Issue 1, 2017 · pp. 16–19 Read article
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Critical Assessment of Aspect Orientation Metrics and Quality
Abstract: Developing trustworthy software is the new focus of software developers along with the functional software. Software metrics are the way to quantify qualitative attributes of the software. Various researchers have proposed various software metrics, to measure the numerous attributes of the software. Aspect oriented software development approach is relatively new approach for software development that is gaining attention; hence a few software metrics are proposed and validated till date. Separation …
Published in Recent Trends in Programming languages · Vol. 5, Issue 2, 2018 · pp. 15–23 Read article
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Double Back Cylindrical Shaped Dielectric Resonator Antenna with Enhanced Gain and Bandwidth
Abstract: A cylindrical dielectric resonator antenna (DRA) is projected in this paper. This antenna consists of a double back cylindrical shaped DR. A metallic divest is functional at the surface of the DR. The necessary and advanced order cross modes are exhilarated in the antenna geometry because of the explicit structure. The antenna with double back cylindrical DR postulates the quantified axial ratio (AR) of 3dB with bandwidth of 10% in …
Published in Recent Trends in Parallel Computing · Vol. 5, Issue 2, 2018 · pp. 20–24 Read article
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Improvement in Design Aspects
Abstract: AbstractThe usage of internet has increased enormously and immensely in last few decades. Due advancement in technology, information plays a crucial role in today’s scenario everyone mostly depends on World Wide Web to attain any information. Web consists of a lot of websites of various types, whereas websites comprise of web pages which are joined together with hyperlinks. Websites become important public portal whereas proper design aspect becomes a critical …
Published in Recent Trends in Parallel Computing · Vol. 6, Issue 3, 2019 · pp. 6–11 Read article
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Scalability Analysis of Semantic Relational Key Terms based Document Clustering Using Parsing Text Calcification
Abstract: Abstract: Document agglomeration, one among the standard info mining ways, is an unsupervised learning worldview wherever agglomeration techniques endeavor to tell apart-inborn groupings of the text documents, with the goal that a meeting of clusters is made during which clusters show high intra-cluster closeness and low bury cluster likeness. The importance of document agglomeration rises out of the big volumes of matter documents created. Albeit varied document agglomeration techniques are …
Published in Recent Trends in Programming languages · Vol. 6, Issue 3, 2019 · pp. 33–40 Read article
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Identifying Fraudulent Data and Fake Account Profiles Analysis in Examination for Providing Security in Online Dating Site
Abstract: In this research, we are focused on a new yet mysterious method of using malicious apps. You want to be software for socialization. Their main goal is to allow users to buy premium / VIP packages and Start talking to (probably false) other app accounts. False dating apps are called such systems. A comprehensive analysis to explain the whole scam dating apps ecosystem. In specific, we suggested a three-stage approach …
Published in Recent Trends in Parallel Computing · Vol. 7, Issue 1, 2020 · pp. 12–17 Read article
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Blockchain-based Privacy-preserving Data Sharing in Healthcare Systems
Abstract: Healthcare systems contain expansive yet fragmented sensitive data necessitating secure consolidated access mechanisms respecting patient consent preferences continually. This research develops a decentralized blockchain framework orchestrating granular authorization using cryptography while demonstrating efficacy via clinical implementations optimizing cancer diagnostics through aggregated genome analysis otherwise prohibited under isolated datasets. Comparative benchmarking against traditional database models evaluates correctness, interoperability, and auditability improvements using multiparty endorsement affirming consented transactions. Quantified metrics guide technology …
Published in Journal of Advanced Database Management & Systems · Vol. 10, Issue 3, 2023 · pp. 28–34 Read article
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Quantum Data Harmonization: Resolving Disparate Information Realms with AI-driven Data Science
Abstract: The proliferation of heterogeneous data structures across fragmented information systems hampers insights derivation necessitating harmonization methodologies reconciling multidimensional datasets for collective analytics. This article reviews quantum techniques leveraging qubit superposition for probabilistic data transformations as a novel data harmonization paradigm tailored for varied schemas commonly confronting interdisciplinary analyses spanning healthcare, finance and environmental domains. Hybrid quantum-classical algorithms and AI-based automation workflows hold promise coordinating dispersed data pools through learned mappings …
Published in Journal of Advances in Shell Programming · Vol. 10, Issue 2, 2023 · pp. 34–38 Read article
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Object’s Area Measurement using Image Processing
Abstract: Object measurement holds substantial significance across a wide spectrum of domains, spanning from quality control in manufacturing to applications in healthcare and environmental monitoring. In this study, a method is suggested to detect the object and calculate the area of the given object in real time using MATLAB. Also, comparing the result obtained with the known area and seeing how accurate the area calculated is. The proposed method for detecting …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 3, 2023 · pp. 34–41 Read article
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A Comprehensive Review on Python based NLP Approaches for Sentiment Analysis
Abstract: Sentiment analysis, also known as opinion mining, is a burgeoning field in natural language processing that involves the computational analysis of textual data to determine and quantify the sentiment expressed within. This study presents a comprehensive exploration of sentiment analysis using Python, focusing on techniques, methodologies, and tools that enable the extraction of sentiment polarity from diverse textual sources. The review commences with an overview of the importance of sentiment …
Published in Recent Trends in Programming languages · Vol. 10, Issue 3, 2023 · pp. 1–7 Read article
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A Study on Power Analysis Based Side Channel Attacks On Advanced Modes of AES
Abstract: Advanced Encryption Standard (AES) is the most popular symmetric block cipher algorithm. The commonly used mode of operation in AES is the Electronic Code Book (ECB) mode. In the past, side channel attacks have been shown to be effective in breaking the secret keys used with AES, while AES is operating in the ECB mode. AES defines a number of advanced modes (Cipher Block Chaining - CBC, Cipher feedback – …
Published in Research & Reviews: A Journal of Embedded System & Applications · Vol. 4, Issue 2, 2016 · pp. 12–20 Read article
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Comparison of Existing Experimental Results with Different Types of Simulation Software for Transmission Loss Estimation of Muffler
Abstract: Acoustic Muffler’s characteristics are calculated by Transmission Loss and Insertion Loss. Single expansion chamber is generally used as noise reduction elements in exhaust systems. To quantify its effectiveness, transmission loss is commonly used as a parameter comparing the transmitted with incident sound pressure level. Mufflers are typically arranged along the exhaust pipe as the part of the exhaust system of an internal combustion engine to reduce its noise. Tao and …
Published in Trends in Machine design · Vol. 2, Issue 1, 2015 · pp. 17–20 Read article
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Dynamic Performance Analysis of Non-metallic Spur Gear subjected to Variable Loads and Speeds
Abstract: The thrust for design and development of nonmetallic gear results in fabrication of inexpensive cement reinforced polypropylene based composite material spur gear. In this work, several experiments are conducted under variable loads and speeds and subsequently the resulting effect of heat emission on the performance of the gear is analyzed. A laboratory made gear test-rig is modified and suitably retrofitted; while pure polypropylene and 10 wt% cement reinforced spur gears …
Published in Trends in Machine design · Vol. 2, Issue 3, 2015 · pp. 1–19 Read article
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Spatial Mapping and Analysis of Ground Water Pollution in Pallavaram Municipality
Abstract: The usage of groundwater has gradually increased because of the increase in water demand and the shortage of surface water. Pallavaram is one such sector in Chennai Municipal Corporation using groundwater as the predominant water source. Ground water samples in and around the industries and the dumpsite in Pallavaram were studied to assess the impact of pollution on ground water resources in the particular area. Groundwater samples were collected during …
Published in Journal of Water Pollution & Purification Research · Vol. 1, Issue 1, 2014 · pp. 9–19 Read article