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1115 articles for “Evaluation”
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Criminal Face Identification Using Deep Learning and Machine Learning
Abstract: Criminal face identification is a crucial task for law enforcement agencies to prevent and solve crimes. The traditional methods for identifying criminals using human expertise and eyewitness testimonies have several limitations, such as subjectivity, inaccuracy, and unreliability. Machine learning and deep learning techniques have yielded promising gains in facial recognition and identification applications in recent years. In this study, we propose a criminal face identification system that combines machine learning …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 9, Issue 1, 2023 · pp. 28–34 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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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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User Trust & Item Ratings based Regularized Model
Abstract: We recommend TrustSVD, a faith grounded frame factorization system for proposals. TrustSVD integrates dissimilar data sources into the suggestion demonstrate to diminish the information sparsity and cool begin issues and their exploitation of proposal execution. An investigation of social trust information from four true informational collections proposes that the express as well as the understood impact of the two evaluations and trust ought to be thought about in a suggestion …
Published in International Journal of Software Computing and Testing · Vol. 4, Issue 2, 2018 · pp. 19–23 Read article
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Experimental Realization of Constrained Optimization of Sliding Mode Controller Parameters with Modified Objective Functions
Abstract: An appropriately tuning of Sliding Mode Control (SMC) can be used to overcome the weaknesses like sensitivity to parameter variations, modeling errors and external disturbances. In this research article, Non-Dominated Sorting Genetic Algorithm (NSGA-II) based SMC with modified objective function and the best weight values have been evaluated to improve the performance of closed-loop level control system. Equivalent weights and importance weights are assigned to each term of an objective …
Published in International Journal of Software Computing and Testing · Vol. 6, Issue 1, 2020 · pp. 8–25 Read article
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Mechanized Physiotherapy Device for Accident Victims
Abstract: Assistive robots are in high demand because they allow people to work freely. Physiotherapy is a outstanding recovery session given to mostly all accidental victims during recovery span. Although, due to the experimental nature of examination, assessment, and treatment, the lack of scientific measures, current methodologies, and modernization, as well as the empirical nature of examination, assessment, and treatment, this endeavour is hampered. This paper proposes an idea of using …
Published in International Journal of Software Computing and Testing · Vol. 7, Issue 2, 2021 · pp. 21–26 Read article
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Detection of Hate Speech on Social Media Using Machine Learning
Abstract: As we know, social media platforms are the fastest method of communication because information is transmitted and received virtually instantaneously. Social media platforms' development radically altered how people communicate in our world, and one effect of these changes is a rise in inappropriate behaviors, like the use of derogatory language online. It might be challenging to express harsh or disrespectful ideas to someone right in the face. People believe it …
Published in International Journal of Software Computing and Testing · Vol. 8, Issue 2, 2022 · pp. 1–6 Read article
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Support Vector Machine-based Flower Image Classification for Commercial Applications
Abstract: Flowers are crucial raw materials in many industries, including pharmaceuticals and cosmetics. Classifying flowers manually is time-consuming, inconsistent, and requires professional judgment from a botanist. Computer-aided flower classification is a promising approach to this problem. Image classification often employs support vector machines (SVMs) as widely favored algorithms. This study evaluated the performance of SVMs for flower image classification. The results showed that SVMs can achieve good accuracy on this task, …
Published in International Journal of Software Computing and Testing · Vol. 9, Issue 2, 2023 · pp. 44–53 Read article
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POWER GENERATION FROM MICROBIAL FUEL CELL
Abstract: Microbial fuel cells (MFCs) give new chances to the practical generation of vitality from biodegradable, decreased mixes. MFCs capacity on diverse starches additionally on complex substrates present in wastewaters. So far there is restricted data accessible about the vitality digestion system and nature of the microorganisms utilizing the anode as electron acceptor; few electron exchange instruments have been built up unequivocally. [3]-[6]. Depending on the operational parameters of the MFC, …
Published in International Journal of Analog Integrated Circuits · Vol. 1, Issue 2, 2015 · pp. 10–16 Read article
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Performance analysis of solar photovoltaic system installed in Poornima University, Jaipur,Rajasthan
Abstract: This paper presents the analysis of results obtained from continuous monitoring of a 100 kWp solar photovoltaic system installed on the rooftop of academic building, Poornima University, Jaipur, Rajasthan (26.90˚ N and 75.80˚ E). The system was monitored between 3rd April, 2016 and 30th April, 2016. The energy generated was fed into the existing power grid and the respective building loads through SMA inverters. Daily, monthly performance parameters of the …
Published in International Journal of Analog Integrated Circuits · Vol. 2, Issue 2, 2016 · pp. 18–24 Read article
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Performance Analysis of SVM and CNN Networks for Defect Detection in Solar Panel
Abstract: Use of solar panel in generating electricity is increasing globally day by day to meet the increase in demand of power. Many developments have been made in order to achieve higher efficiency of the system. But efficiency of the system may still decrease due to harsh environmental conditions or poor handling of the. These factors highly contribute in the performance degradation of the system. For detection of these irregularities, human …
Published in International Journal of Analog Integrated Circuits · Vol. 7, Issue 1, 2021 · pp. 15–24 Read article
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Sleep Sensing Detection and Accident Prevention Alerting System
Abstract: Feeling sleepy while driving but in these case road accident chances are created when driving alone on highway or operators who travel for an extended duration may have become dull, lethargic, or even fall asleep. Most driver anti-sleep tracking products these days currently are simply headphone that considers interrupted noises, which is both obnoxious and unreliable. Several surveys had already devoted to the development detection systems driver fatigue and extreme …
Published in International Journal of Analog Integrated Circuits · Vol. 7, Issue 2, 2021 · pp. 16–20 Read article
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Comparative Analysis of deep learning based object detection model’s for their application in autonomous vehicles
Abstract: In this work, we compare the detection accuracy and speed of several state of the art models for the task of detecting red and green traffic lights. We compare detection performance and speed of YOLOv4, ScaledYOLOv4 and YOLOR. All of these are single stage object detection models. Two stage models have good detection accuracy but are slower than single stage detectors, single stage detectors are faster and also have good …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 1, 2022 · pp. 1–8 Read article
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Convolution Neural Network Model to Classify Photo Gallery on an Android Device
Abstract: The classification of images is a classic topic in the domains of image processing, computer vision, and machine learning. Convolution Neural Networks, a sort of deep learning that falls under the Machine Learning sub-domain, have been used in this model. This model was inspired by the problem that students experience at the end of the academic year is that their phones become cluttered with photos from various sources. The aim …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 1, 2022 · pp. 9–17 Read article
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Water Quality Monitoring System
Abstract: For water resources to be used in a safe and sustainable manner, water quality monitoring is crucial. In this article, we present a comprehensive system for tracking a variety of metrics, such as pH, temperature, conductivity, total dissolved solids, and others, in water quality. Sensors and other analytical instruments are used in the system to gather data, which is then wirelessly transmitted to a central database for analysis and storage. …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 2, 2022 · pp. 28–33 Read article
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High speed low power analysis of mixed logic line decoder using 45GPDK Technology.
Abstract: A huge challenge faced by this era of development is power reduction. The low power circuit designs are a requesting issue in high performance digital frameworks, for example, microchips, DSPs, and other different applications. Power and speed are the main highlights considered when comparing any circuit or design. The diminishing chip area is additionally truly impressive factor, creators need to recall when suggesting any novel design. 2×4 Decoder Using 12 …
Published in International Journal of Analog Integrated Circuits · Vol. 9, Issue 2, 2023 · pp. 1–9 Read article
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Comparison of Three Interpolation in OFDM Systems
Abstract: Doppler shift and channel induced fading effects are more likely to induce inter carrier interferences (ICI), which are the challenging research area in the orthogonal frequency division multiplexing (OFDM). This paper uses channel estimation for canceling the effects of ICI from the received signals. One dimensional frequency domain comb-type channel estimation are considered because of its low computational complexity and effective tracking ability of the fast fading channel. The channel …
Published in International Journal of Broadband Cellular Communication · Vol. 3, Issue 1, 2017 · pp. 1–9 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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Performance Analysis of Flying Ad Hoc Network over Building with Variation of Different Antenna and Variation of Node Speed Using Rayleigh Fading
Abstract: ABSTRACT Flying Ad hoc Networks (FANETs) comprise of a gathering of unmanned air vehicle (UAVs) progressively shaping a transitory system without the utilization of any current foundation or concentrated organization. In this study, the impact of variation of different fading channel with variation of antenna of air vehicle over building is investigated. For this purpose Qualnet 6.1 simulator has been used and this study present the impact of flying nodes …
Published in International Journal of Broadband Cellular Communication · Vol. 4, Issue 2, 2018 · pp. 1–7 Read article
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Security challenges in Internet of Things
Abstract: ABSTRACTWith the equipped growth inside the demand for IoT, securing the data content brought numerous entities involved within the IoT architecture has become a crucial difficulty. as a result, the hassle of IOT protection has emerge as more and more difficult day-by-day. In an internet of Things, a selection of gadgets and appliances are interconnected and these things can collect records, speak and build choices with or without human interactions. …
Published in International Journal of Broadband Cellular Communication · Vol. 5, Issue 2, 2019 · pp. 35–40 Read article