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713 articles for “specificity”
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Research Paper on Handwritten Character Recognition
Abstract: Handwriting recognition is the capacity of a machine to get and decipher penmanship contribution from numerous sources, for example, paper records, photos, touchscreen gadgets, and so on. Handwriting and automatic character recognition are an emerging area of research and find many applications in banks, offices and industries. The main objective of this project is to design an expert system capable of efficiently recognizing a format character of a particular type …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 1, 2021 · pp. 1–5 Read article
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Sound-based Bird Classification Using Perceptual Features and Machine Learning: A Gaussian Mixture Model
Abstract: Classification of birds based on their sound patterns and identification of bird species found in the chirping sounds of birds were experimented with using the feature extraction method. This work is beneficial in ornithology to study birds and their behavior based on their sounds. The proposed methods can automatically classify birds by different sound processing. The audio file of a bird’s sound recording is first cut into smaller samples, and …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 9, Issue 2, 2023 · pp. 46–52 Read article
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Testing of Fingerprint Image Enhancement
Abstract: System testing is a critical element of software quality assurance and represents the ultimate review of specification, design and coding. Software testing fundamentals define the overriding objectives for software testing. Testing is a process of executing a program with the intent of finding an error. A good test case is one that has a high probability of finding a yet undiscovered error. A successful test is one that uncovers an …
Published in International Journal of Software Computing and Testing · Vol. 2, Issue 1, 2016 · pp. 1–6 Read article
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Testing and Debugging for HRMS
Abstract: Software testing is a critical element of the ultimate review of specification design and coding. Testing of software leads to the uncovering of errors in the software functional and performance requirements are met .Testing also provides a good indication of software reliability and software quality as a whole. The result of different phases of testing are evaluated and then compared with the expected results. If the errors are uncovered they …
Published in International Journal of Software Computing and Testing · Vol. 2, Issue 1, 2016 · pp. 9–12 Read article
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An Empirical Evaluation of a New Comparison Sort Algorithm
Abstract: Most of the present day applications are database oriented like telephone directory, list of students, list of employees in an organization, and hospital databases etc. The users of these applications would like the data in some specified order (ascending or descending) that may be arithmetical or lexicographical. The sorting algorithms sort the data stored in database on its primary key or any other key value. This paper presents a new …
Published in International Journal of Software Computing and Testing · Vol. 3, Issue 1, 2017 · pp. 1–7 Read article
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Seed Quality Analysis by Using Image Processing
Abstract: Globally, wheat is the principal source of vegetable protein in human food, having higher protein content than other major cereals like maize and rice. In terms of total production tonnages used for food, India is currently at second rank as the main human food crop. Determining the quality of wheat is critical. Specifying the characteristics of wheat manually needs an expert decision and is time consuming. Sometimes the variety of …
Published in International Journal of Software Computing and Testing · Vol. 3, Issue 1, 2017 · pp. 52–59 Read article
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INDISCRIMINATE BASED UNIT TESTING FOR AUTOMATED TEST STATEMENT PRODUCTION
Abstract: Random based mostly Testing is that the follow of victimization organisation for a few aspects of check computer file choice. During this system describe the unit check knowledge generator. Its 2 levels. The lower level could be a Random based mostly unit testing engine that tests a collection of ways in keeping with parameter values specific as genes in a very body, together with parameters that encrypt a worth utilize …
Published in International Journal of Software Computing and Testing · Vol. 3, Issue 2, 2017 · pp. 1–5 Read article
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Character Recognition with Neural Network
Abstract: In this project artificial neural network has been called for its application as characters recognizing network. The network is made to learn as per the requirement by training them with some specific patterns that corresponds to the character. The number of input and output layer neurons is chosen. The training patterns and testing patterns are designed using matrices 0’s and 1’s.The weights in the network are adjusted using back propagation …
Published in International Journal of Software Computing and Testing · Vol. 3, Issue 2, 2017 · pp. 32–37 Read article
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A Review of Modeling and Data Mining Techniques Applied for Analyzing Steel Bridges
Abstract: The vibration response data measured from the structure contains uncertainties and requires different techniques for its analysis. The present study involves the comprehensive review of the model based and data mining techniques which are frequently applied by various researchers in past to solve various multi criteria decision making and analysis problems. The selection of suitable technique for specific problem is required to obtain accurate outcomes. The literature survey is done …
Published in International Journal of Software Computing and Testing · Vol. 7, Issue 1, 2021 · pp. 1–15 Read article
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Progresses in Network Safety Worldview: A Survey
Abstract: This survey paper examines the different cautious models and mechanisms utilized so far in network safety. Digital protection is an exceptionally delicate issue, where advances are coordinated step by step. To effectively manage sophisticated attackers, it is necessary to cultivate strengths in the form of a cautious approach to the rapidly evolving landscape of malware and other attack methods. Specifically, digitization and data framework started a fight for strength on …
Published in International Journal of Software Computing and Testing · Vol. 8, Issue 2, 2022 · pp. 31–38 Read article
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Fake News and Hate Speech Detection Using Deep Learning
Abstract: Due to the potential for such content to hurt both people and society as a whole, the issue of identifying fake news and hate speech on internet platforms has grown in importance in recent years. This problem has shown great potential for resolution through deep learning, a specific area of machine learning. In this research work, we examine recent studies on the application of deep learning methods for the identification …
Published in International Journal of Software Computing and Testing · Vol. 9, Issue 1, 2023 · pp. 15–23 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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The Foundations and Principles of Computational Intelligence
Abstract: Artificial intelligence (AI) assumes a driving part in security administrations. A dynamic model Intelligent Intrusion Detection System (IIDS), in view of particular AI approach for intrusion detection. The strategies that are being explored incorporate neural networks and fuzzy logic with network profiling that uses basic data mining procedures to handle the network data. Suspicious interruptions can be followed back to its unique source way and any traffic from that specific …
Published in International Journal of Analog Integrated Circuits · Vol. 1, Issue 2, 2015 · pp. 17–33 Read article
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Introduction to Kinematics using Artificial Neural Network
Abstract: A neural network is a machine designed to simulate how a specific process or function ofinterest is performed by the brain. To achieve good efficiency, we use a large interconnectionof simple computer cells called "neurons" or "processing units." Therefore, a neural networkviewed as an adaptive machine can be described as a massively parallel distributedprocessor comprising simple processing units with a natural propensity to store experimentalknowledge and make it available for …
Published in International Journal of Analog Integrated Circuits · Vol. 5, Issue 2, 2019 · pp. 1–5 Read article
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AC/DC Electric Motor Drives and Methods of Controlling Speed
Abstract: Abstract:Electric drive is an electromechanical framework (mechatronic framework) expected to set into movementmechanical hardware. It comprises of an electric engine (engines), an exchange component, an electricalvitality converter, and a control framework. The control framework comprises of a microcontroller withinformation association interfaces, information channels (information organize), sensors and actuators. Asummed up structure of the electric drive is appeared in. All in all, the fundamental errand of the electricdrive is the movement …
Published in International Journal of Analog Integrated Circuits · Vol. 6, Issue 1, 2020 · pp. 1–11 Read article
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Real Time Face Mask Detection with Deep Learning
Abstract: The pandemic because of COVID-19 needs no introduction. An all-too-important and successful weapon against it has been the utilization of face masks. A special technique is presented in this paper for detecting automatically whether someone is wearing a mask or not, contingent on the machine learning technique. The findings can be utilized by authorities to warn or fine people for not wearing mask, especially at public places. This work relies …
Published in International Journal of Analog Integrated Circuits · Vol. 7, Issue 1, 2021 · pp. 8–14 Read article
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Nano-MOSFET ever horizon power electronics
Abstract: This article is study about characterization of miniaturized metal oxide semiconductor field effect transistor (MOSFET, MOS-FET, or MOS FET). MOSFET knew as well by metal oxide silicon transistor (MOS transistor, or MOS). Subscriptive issued has been a type of insulated-gate field effect transistor that has fabricated by controlled oxidation of a semiconductor, given by, silicon. Voltage of covered gate has determined electrical conductivity of device thereby descriptive issued as ability …
Published in International Journal of Analog Integrated Circuits · Vol. 7, Issue 1, 2021 · pp. 25–32 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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DressCode Monitoring System
Abstract: This project aims to develop a dress code monitoring system using YOLO v5 object detection technology. Thesystem utilizes a camera to capture images or video footage of individuals entering a specific area and then uses YOLO v5 todetect their clothing and ensure that it complies with the predefined dress code standards. The system utilizes a deep learningalgorithm to accurately recognize various clothing items and differentiate between compliant and non-compliant attire. …
Published in International Journal of Analog Integrated Circuits · Vol. 9, Issue 1, 2023 · pp. 11–19 Read article
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Comparison of Different Full Adders and its Applications
Abstract: Full Adder is a fundamental block in Arithmetic and Logical unit (ALU) which is a core of any processor. It is extensively used in General Purpose Processors (GPP) along with various Application Specific Processors (ASP) like Digital Signal Processor (DSP) for addition, subtraction, multiplication and counting operations. Reducing the power of most repetitively used block in a circuit reduces the overall power of the circuit. Adopting Low Power techniques ensures …
Published in International Journal of Analog Integrated Circuits · Vol. 9, Issue 1, 2023 · pp. 20–35 Read article