In recent days, due to multiple reasons like the nuclear family, peer pressure for fake prestige, impatience attitude, and mental stress has become a common trait in every person. With advancements ...in technology like the internet and online presence, it has become a routine to be active online. Some sections of people vent out their emotions online as they have no support system in real life. It has been detected, as seen in some instances; those suicidal tendencies ranging from mild to extreme could be from a person's online profile activity. However, it is a complex combination of multiple factors that must be comprehensively calculated lest it predicts a wrong result for an innocent person marking him as suicidal. In our current work, we use a specific method that includes all critical criteria that could be exhibited by a suicidal person by using Natural Language Processing (NLP) techniques. These textual features are passed through a robust Machine Learning framework for detecting an abrupt change in input data. Our method predicts efficiently a genuine, mentally disturbed profile from a typical profile.
The increased transportation and industrialisation sectors running on fossil fuels lead to depletion of petroleum resources and environmental contamination. In these days, biodiesel has turned into ...an emerging alternative for diesel fuel. The present investigation focuses on the exploration of various characteristics of a diesel engine fuelled with corn seed methyl ester (CSME) biodiesel blends such as B10 (10% biodiesel and 90% diesel), B15, B20 and B25. From the test results, it is found that the CSME B20 blend operated engine had shown improved thermal efficiency when compared to other corn biodiesel blends tested in this study. Also, combustion characteristics have shown competitive results with respect to diesel fuel at all load conditions. However, a slight increase in engine tailpipe emissions such as HC and CO is observed when compared to diesel fuel at full load. Overall, considering the positive impact shown by corn seed biodiesel blends on engine characteristics towards sustainable eco-environment, it is concluded that, CSME B20 can be considered as one of the promising fuels among the available alternative resources for diesel.
The rapid intensification of transportation and industrialisation sectors results in greater depletion of fossil fuel resources and environmental contamination. The exploit of biodiesel is ...environment-friendly, economic and largely available fuel resource. The present investigation has been undertaken to study the compatibility of novel tamarind seed methyl ester (TSME) and their blend with antioxidant additive of butylated hydroxyl anisole at various concentrations such as 1000 and 2000 ppm additions to exploit the diverse characteristics of diesel engine. The antioxidant additive is dispersed evenly in the tamarind biodiesel with the help of Ultrasonicator. The test results have shown 1.79% enhancement in brake thermal efficiency and 23.32% reduction in nitrogen oxide emissions when contrasted with TSME 20 at full load. Overall, it is concluded that tamarind biodiesel blend with antioxidant additive shown a positive impact on diesel engine characteristics.
Of these days, money fraud is turning into the employment of criminal practices wherever they will get involved, from senior managers till payroll workers, turning into a criminal sin. There are a ...vast number of methods that came into existence to analyze, find, and stop this behavior, which is the primary essential thing that is the fraud triangle linked with the standard evidence information model. By performing this study, a review of the connection works among the current literature was administered to build our framework. From this perspective, this paper explains about deception grasp; this framework allows the quality and exactness and disarray of people within a banking association who consign deception, reinforced by the fraud or deception triangle concept. This approach works amongst the permanent review, which can be liable for aggregating the agents to put into user's assistance and encourage cybersecurity and the dropping of causes linked to financial fraud.
Basically, the architecture model of cloud computing provides the storage capacity as a service over the internet. The main intent of cloud computing is to provide services of security to the users ...and owners of data. Several security issues are appeared due to appropriate control of data. Hence in this paper the data integrity and ensuring computation using MHT in cloud computing is developed. In this first the data owner will select the initial parameters and choose the random function. The parameters are selected based on the generation of encrypted data blocks (EDB's). After choosing function random key is computed. Now the Third Party Auditor (TPA) will initialize the data for verification. All this data is stored in the cloud server. This cloud server will follow the cloud service provider rules. Hence data which is obtained from server will computes and generate the signatures using MHT. After generation the path of the node will be identified. At last the obtained data is tested.
With the advance of technology in term of speed and modularity, the automation of robotic system comes into reality. In this paper an obstacle detection robot system explained for different purposes ...and applications. The ultra sonicrandrinfraredrsensors are actualized to distinguish obstacles on the robot's way by imparting signsrtoranrinterfacedrmicrocontroller. The miniature regulator diverts therrobotrtormovera substitute way by inciting the motors in request to keep away from the distinguished obstacle. The exhibition assessment of the framework shows an exactness of 85 percentage and 0.15 likelihood of disappointment individually. Taking everything into account, an obstacle discovery circuit was effectively actualized utilizing the infrared and ultrasonic sensors that were mounted on the panel.
With the expanding prevalence of XML information and a extraordinary requirement for an information base administration framework ready to store, recover and control XML-based information in an ...effective way, information base exploration networks and programming businesses have attempted to react to this necessity. XML-empowered information base and local XML information base are two methodologies that have been proposed to address this test. These two methodologies are an inheritance information base framework which are stretched out to store, recover and control XML-based information. The significant goal of this paper is to investigate and look at between the two methodologies and reach to a few measures to have a reasonable rule to choose the best approach in every situation. When all is said in done, local XML information base frameworks have greater capacity in correlation with XML-empowered information base framework for overseeing XML-based information.
A large quantity of terabytes of data is produced each day from present day information structures and automated advances. For instance, Internet of Things and cloud computing. Analysis of these huge ...data takes a remarkable deal of endeavors at specific degrees to extricate understanding for primary leadership. In this way, large information evaluation is a go with the flow territory of revolutionary paintings. The essential goal of this paper is to explore the capability impact of large facts challenges, open research problems, and specific gadgets associated with it. Therefore, this text offers a stage to explore bigdata at various degrees. Also, it opens another skyline for specialists to execute the arrangement, in view of the demanding situations and open studies troubles.
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