{"title":"Towards Information Discovery On Large Scale Data: state-of-the-art","authors":"Rohit, Bhumika Gupta, Ravi Kumar, Aman Kumar","doi":"10.1109/ICSNS.2018.8573666","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573666","url":null,"abstract":"In current age of time Knowledge Discovery in big data is on high demand and challenging process in new era of data intensive digital world. As we all know that data is being created by web, social media, and health care, Agriculture, financial, marketing, automotive industries, geo-information and other source at very large scale. Also this data proliferation is continuously increased exponentially day by day. Our aim is to find the better way to discover useful information from big data & Knowledge Discovery in Database (KDD) Processes by survey, study about the various proposed KDD framework by different researcher and its analysis with existing system. This paper represents the survey of various KDD methods applied, starts from beginning to Big Data, to extract useful information. This paper could be as root of research in the field of knowledgeable information discovery from large scale data.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"135 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120871919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
P. Arun Kumar, J. Shanthini, S. Karthik, S. Prakash, R. Sagarika
{"title":"Design and Fabrication of Pneumatically Operated Wheelchair convertible Ambulated Stretcher","authors":"P. Arun Kumar, J. Shanthini, S. Karthik, S. Prakash, R. Sagarika","doi":"10.1109/ICSNS.2018.8573671","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573671","url":null,"abstract":"The transfer of a patient from a wheelchair to a stretcher or bed has become one of the most difficult tasks in hospitals and also at homes. Hence the proposed project aims at designing and fabricating a pneumatically operated wheelchair cum stretcher. This will overcome the drawback of patient transfer and reduce the physical exertion of the patient while being transferred. The proposed system consists of a compressor, two pneumatic cylinders, a 5/2 solenoid direction control valve and push buttons to operate the system. Initially, the required pressure for the compressor, which is from the range of 5 to 10 Bars is applied. From the compressor the air is sent to the 5/2 Solenoid Direction Control Valve which will direct the air from there towards the cylinder based on the type of the required conversion. The system will operate in three different modes, which will be, lifting of the wheelchair, and conversion of the wheelchair to a stretcher and conversion of the stretcher back to the wheelchair. There are two push buttons placed at the hand rest portion. On pressing one button, the lifting mechanism takes place and on pressing the other button the wheelchair to be conversion will take place. On actuation, Cylinder C1 which is placed vertically will provide the movement for lifting of the wheelchair, and on actuation, the Cylinder C2 which is placed horizontally will provide the movement for the wheelchair to the stretcher conversion, or vice versa. This prototype can be used by the elderly people at homes and also for the patient transfer in hospitals.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125025487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Survey on Watchdog Tools for Cloud and Big Data","authors":"V. Sakthivel, R. Mythreagi, M. Priyadharshini","doi":"10.1109/ICSNS.2018.8573657","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573657","url":null,"abstract":"In this paper, we make a outline of monitoring tools for big data frameworks. A hot topic for research in recent years is manipulation of big data and their management. The focus on these topics is due to the problems that are posed by the manipulation of big data as well as the potential that they expose for obtaining better results. However, in order to effectively make, assess and setup new procedures or functions needs appropriate monitoring tools. In this paper we intend to crate a outline of monitoring tools existing on the market.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122654455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Enhanced Approach of Genetic and Ant colony based Load Balancing in Cloud Environment","authors":"M. Kanthimathi, D. Vijayakumar","doi":"10.1109/ICSNS.2018.8573608","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573608","url":null,"abstract":"Cloud Computing is an economic, flexible delivery platform providing business or consumer IT services over the Internet. It allows users to take benefit from all technologies, without the need of deep knowledge or expertise in it. Load balancing is one of the key processes in cloud computing which avoids the situation where nodes become overloaded. Load balancing stabilizes the Quality of Service (QOS) which includes response time, cost, throughput, performance and resource utilization. At peak time it is difficult for the servers to handle the incoming requests with the available number of virtual machines, so some extra virtual machines were in need to continue the execution without any fault and delay. In this proposed system, the additional virtual machines were included using genetic approach so that the best virtual machines could be allocated to handle the requests. The allotment of best virtual machines could handle the requests in a very effective and fast manner. During the execution, if some virtual machines were overloaded with requests, the load could be balanced using ant colony optimization technique. The above technique would share the extra load to other lightly loaded and idle virtual machines. On the other hand the overall energy consumption is optimized by switching off the virtual machines after their work completion or when they were idle.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129857939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Software sensor development for product concentration monitoring in fed-batch fermentation process using dynamic principal component regression","authors":"Kabir Ahuja, A. K. Pani","doi":"10.1109/ICSNS.2018.8573661","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573661","url":null,"abstract":"Monitoring and control of batch processes is more complicated than that of a continuous process. This is due to the fact that the properties change with time in a batch process. Penicillin production using fed-batch fermentation technique is one such process which is dynamic and highly non-linear in nature. In thsi research, a dynamic pricnipal component regression based soft-sensor model is proposed for continuous monitoring of penicillin concentration in the fed-bath fermentation reactor. The available data (generated using pensim simulator) were divided into training and validation data. The model was developed from the training data and accuracy testing was done by simulation of the model with validation data. Results show that the dynamic PCR model proposed in this work is able to capture the collinearity and dynamic nature of the data quite effectively and is able to predict the product concentration with good accuracy.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128319843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Muthukumar, K. Karthikeyan, G. Ranjithkumar, R. Kavin
{"title":"A Cost Effective System for Auto Irrigation, Soilmonitoring and Control","authors":"S. Muthukumar, K. Karthikeyan, G. Ranjithkumar, R. Kavin","doi":"10.1109/ICSNS.2018.8573650","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573650","url":null,"abstract":"Population growth has a huge impact on the agriculture. Various studies have validated that population explosion leads to water scarcity thereby affecting agriculture which uses about 85% of freshwater globally. Our work has considered problems which impact the productivity of farmlands like irrigation and usage of fertilizers. There are a huge number of solutions existing in the market which deploys multiple sensor modules throughout the agricultural field and irrigation is done based on inputs from multiple modules. These solutions are often not affordable to farmers with small agricultural fields. The existing systems don't actually consider any inputs, and cost roughly about Rs.44, 000 for manual control. Our system takes this into consideration, and has come up with developing a single module which can be used for the entire farm. The developed product will consider various parameters like soil moisture, atmospheric temperature, wind velocity and humidity and inputs these to an algorithm. This algorithm responds to these inputs depending on the database which has been collected. The accuracy of this work is hugely dependent on statistical data base which lists out temperature, soil moisture, humidity and wind velocity for different agricultural regions. The algorithm compares this database with the inputs from the module and calculates if water or fertilizers are require for the field. This work will provide automatic irrigation in fields at a lower cost and can also determine crop vs soil type which can impact productivity. The amount of fertilizers used can also be monitored which can lead to lesser chemicals in the produce.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"60 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128541772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zemedkun Solomon, C. Sivaparthipan, P. Punitha, M. Balaanand, N. Karthikeyan
{"title":"Certain Investigation on Power Preservation in Sensor Networks","authors":"Zemedkun Solomon, C. Sivaparthipan, P. Punitha, M. Balaanand, N. Karthikeyan","doi":"10.1109/ICSNS.2018.8573688","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573688","url":null,"abstract":"Operational lifetime from claiming remote sensor organizes (WSN) hubs will be vital done an assortment of screening provisions. Similarly as that radio chip is normally that mossy cup oak power-hungry part previously, small, low-cost WSN devices, battery lifetime could make stretched out Eventually Tom's perusing lessening the duty-cycle of the radio module. In fact, remote chip Might be switched looking into only will run the errands of the recognized application. The same time it Might be held over rest mode to the sum whatever remains of the long run. About course, this methodology may be feasible just if the screening assignments are booked occasionally What's more assuming that those units need aid synchronized, to be specific on they bring a normal thought of time. Indeed, though hubs were unsynchronized, a portion of them might get up when others would even now doze What's more a percentage association Might not make created. Since inter-node occasion when synchronization could a chance to be administered inside known vulnerability limits just Eventually Tom's perusing over changing neighborhood clocks, synchronization exercises might be also booked occasionally. In this respect, this paper depicts an explanatory paradigm to establish the worth of the synchronization period minimizing the Normal control scattered Eventually Tom's perusing a WSN hub. Those recommended Investigation will be approved toward the method for both Recreation and test effects.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128241203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Anupriya, R. Gayathri, M. Balaanand, C. Sivaparthipan
{"title":"Eshopping Scam Identification using Machine Learning","authors":"K. Anupriya, R. Gayathri, M. Balaanand, C. Sivaparthipan","doi":"10.1109/ICSNS.2018.8573687","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573687","url":null,"abstract":"Eshopping are an important new way to make shopping onthe internet and makes the product to reach the customer in easy way. Inspite of this, hacking of credit card details of the customer while purchasing have raised huge concerns. Inthis fact that their happens a major deal on making organizations through web, causes loses for all retailers. This leads tragedy the shop dealers in tragedy to for verifying whether there isgenuine client doing shopping on their own credit card or not. Using Machine learning in, a strategy for information investigation that iteratively gain from information and enables PCs to discover shrouded bits of knowledge without being any express customized. Calculation starts by extricating information and obscure intriguing examples essential on the grounds that as models are presented to new information, it can freely adjust. It gain knowledge from past cycles to create dependable choices and outcomes. This paper demonstrates how Supervised Learning helps for calculation and neural network system calculation and their consolidated calculation makes effectiveness to acquire a high misrepresentation scope and furthermore with a low negative alert rate. Very much prepared Artificial neural system can act as a human mind, rely upon their neurons, little practical unit in cerebrum and also ANN. Machine learning, is utilized for false discovery in view of the client's conduct from their value-based record.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129333686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dr B Santhosh Kumar Santhosh Balan, S. Karthik, V. Arunachalam
{"title":"vA Slicing with Generalization Techniques Used for Privacy Preserving Data Publishing","authors":"Dr B Santhosh Kumar Santhosh Balan, S. Karthik, V. Arunachalam","doi":"10.1109/ICSNS.2018.8573618","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573618","url":null,"abstract":"Security ensuring conveying of micro data has been mulled over broadly of late. The micro data contain a record of information about individual component, for instance, a man, a family, or an affiliation. A few anonymization procedures, for example, speculation and bucketization, have been intended for security saving micro data distributing where speculation loses significant measure of data, particularly for high dimensional information. Bucketization, then again, does not forestall participation exposure and does not make a difference for information that don't have a reasonable detachment between semi recognizing characteristics and delicate qualities.","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132316245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Decentralized and financial approach to effective charity","authors":"Pratyush Agarwal, S. Jalan, A. Mustafi","doi":"10.1109/ICSNS.2018.8573644","DOIUrl":"https://doi.org/10.1109/ICSNS.2018.8573644","url":null,"abstract":"In this fast pacing world of modernisation, people are moving ahead at the expense of affecting the society cataclysmically and making the people more standoffish and aloof. Some people are becoming too competitive to earn money while others have no clue how about getting even a penny. But at the same time, there exist people who wish to contribute to the society out of altruism. But the existing centralised systems and brokers for charities are so corrupt that people lose belief in these trustless systems and hence the charities become futile. What if we can use the rapacious ideology of money minded people coupled with the modern technology to make the charity system more effective and trustful. Using an approach of decentralisation, cryptocurrency and finance for donations, the system of charity can be improved to a great extent with the added advantage of the involvement of even these people in a conducive way. We propose a system, backed by cryptocurrency transactions, to make the system of charity more transparent and trustworthy where the charity (in form of work) by individuals or organizations is done first and then that work can be sold later as a stock (here we call it a certificate). This will work in a manner similar to the exchange market using crypto-currency. So, people can raise money out of it, just like stocks but finally the money would go to the charities, as the certificates can only be generated by the charity doers. The complete system will be decentralised using Blockchain Technology, Smart Contractsl[2] and Cryptocurrency. This system would facilitate any individual to contribute independently to the society using his time and abilities apart from just money, and ultimately this will lead to an increase in hands towards the amelioration of the society","PeriodicalId":190872,"journal":{"name":"2018 International Conference on Soft-computing and Network Security (ICSNS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122083116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}