Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122190
S. Pandey, Pratistha Mathur, Tejashri A. Patil
Traffic signal control system is now become very challenging task. It is necessary make road traffic decent, safe, less time and fuel consuming. There is a requirement to improvise the traffic signal control for better traffic control. In past few years traffic control system handles such a situation but not that much effectively because they are static. There should be a system which should be dynamic in nature so that it can handle traffic easily. This system gives improvement in the performance of traffic intersections control. This paper provides overview of fuzzy logic control system used for better control of flow of traffic ß at every road intersection.
{"title":"Real time traffic signal control using fuzzy logic controller: Review","authors":"S. Pandey, Pratistha Mathur, Tejashri A. Patil","doi":"10.1109/ICISIM.2017.8122190","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122190","url":null,"abstract":"Traffic signal control system is now become very challenging task. It is necessary make road traffic decent, safe, less time and fuel consuming. There is a requirement to improvise the traffic signal control for better traffic control. In past few years traffic control system handles such a situation but not that much effectively because they are static. There should be a system which should be dynamic in nature so that it can handle traffic easily. This system gives improvement in the performance of traffic intersections control. This paper provides overview of fuzzy logic control system used for better control of flow of traffic ß at every road intersection.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126720918","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122169
Prajakta G. Kulkarni, S. Khonde
Association rule mining is a very essential data mining technique in different fields. The enormous development of the information needs increased computational power. To address this issue, it is important to study executions of mining algorithms. To find out the frequent itemsets is an essential and vital issue in numerous information mining applications. There are many algorithms present to extract frequent itemsets like Apriori and FP-Growth. But these algorithms lack properties like parallelization, load balancing, data distribution, and fault tolerance on large clusters or big data. A Modified Apriori method is introduced here in which, the mappers and reducers will work simultaneously. This method uses three MapReduce to calculate frequent itemset. The third MapReduce is used to decompose itemsets and gives the final result. In this paper a new scheme or algorithm is proposed that will reduce the execution time for the massive database and works efficiently on number of nodes by using Modified Apriori algorithm.
{"title":"HDFS framework for efficient frequent itemset mining using MapReduce","authors":"Prajakta G. Kulkarni, S. Khonde","doi":"10.1109/ICISIM.2017.8122169","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122169","url":null,"abstract":"Association rule mining is a very essential data mining technique in different fields. The enormous development of the information needs increased computational power. To address this issue, it is important to study executions of mining algorithms. To find out the frequent itemsets is an essential and vital issue in numerous information mining applications. There are many algorithms present to extract frequent itemsets like Apriori and FP-Growth. But these algorithms lack properties like parallelization, load balancing, data distribution, and fault tolerance on large clusters or big data. A Modified Apriori method is introduced here in which, the mappers and reducers will work simultaneously. This method uses three MapReduce to calculate frequent itemset. The third MapReduce is used to decompose itemsets and gives the final result. In this paper a new scheme or algorithm is proposed that will reduce the execution time for the massive database and works efficiently on number of nodes by using Modified Apriori algorithm.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116958351","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122155
Gaurav Chauhan, Anjali Jain, Neelam Verma
Economic dispatch is considered as one of the critical advancement errand and operational choice which gives a financial condition to control framework. The principle emphasis of economic dispatch is the means by which a power system network can be arranged with the goal that we have minimum cost of electric generation to take care of the load demand, while meeting all the balance and imbalance constraints. Economic load dispatch arrangements are found by explaining the customary techniques, for example lambda iteration technique, gradient search technique, linear programming technique, dynamic programming technique and so on. Out of every single traditional technique the convergence rate of lambda iteration method is very fast and it gives accurate results and precise outcomes. This work has been made by utilizing MiPower version9 programming to distinguish the best scheduling of generator. Lambda iteration method is utilized to take care of economic dispatch issue for 6 generating unit framework with and without transmission losses.
{"title":"Solving economic dispatch problem using MiPower by lambda iteration method","authors":"Gaurav Chauhan, Anjali Jain, Neelam Verma","doi":"10.1109/ICISIM.2017.8122155","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122155","url":null,"abstract":"Economic dispatch is considered as one of the critical advancement errand and operational choice which gives a financial condition to control framework. The principle emphasis of economic dispatch is the means by which a power system network can be arranged with the goal that we have minimum cost of electric generation to take care of the load demand, while meeting all the balance and imbalance constraints. Economic load dispatch arrangements are found by explaining the customary techniques, for example lambda iteration technique, gradient search technique, linear programming technique, dynamic programming technique and so on. Out of every single traditional technique the convergence rate of lambda iteration method is very fast and it gives accurate results and precise outcomes. This work has been made by utilizing MiPower version9 programming to distinguish the best scheduling of generator. Lambda iteration method is utilized to take care of economic dispatch issue for 6 generating unit framework with and without transmission losses.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"215 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115001072","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122181
Ashwini S Afre, M. Bharati, S. Tamane
Dynamic Proof of Storage (PoS) is a conducive cryptographic rudimentary technology that empowers a client to cohere the respectability of outsourced and in addition insourced records and to proficiently refresh the documents in a server. A multi-client needs the protected customer side cross-client replica method, enabling a client to avoid the transferring procedure, when different proprietors of similar documents have transferred them to the server. Application gives an adaptable and helpful route for information sharing, which brings different advantages for both the general public and people. Be that as it may, there exists a characteristic protection for clients to straightforwardly outsource and insource the common information to the server since the information regularly contain profitable data. It is important to put cryptographically upgraded get to control on the mutual information. Character based encryption is a promising cryptographical primitive to assemble a handy information sharing framework.
{"title":"DeyPos: For multi-users environments using MD5","authors":"Ashwini S Afre, M. Bharati, S. Tamane","doi":"10.1109/ICISIM.2017.8122181","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122181","url":null,"abstract":"Dynamic Proof of Storage (PoS) is a conducive cryptographic rudimentary technology that empowers a client to cohere the respectability of outsourced and in addition insourced records and to proficiently refresh the documents in a server. A multi-client needs the protected customer side cross-client replica method, enabling a client to avoid the transferring procedure, when different proprietors of similar documents have transferred them to the server. Application gives an adaptable and helpful route for information sharing, which brings different advantages for both the general public and people. Be that as it may, there exists a characteristic protection for clients to straightforwardly outsource and insource the common information to the server since the information regularly contain profitable data. It is important to put cryptographically upgraded get to control on the mutual information. Character based encryption is a promising cryptographical primitive to assemble a handy information sharing framework.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125067902","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122195
Nita D. Thokare, Raskar Rahul Bhausaheb, S. Jawale
The development of mobile internet and semiconductor technology making the people getting strong demand for the home life of the network, intelligence and energy saving. Now a days, energy saving is becoming more vital role as the energy conservation and environmental protection are taking more and more attentions. We can detect environmental condition through intelligent control using Wireless Sensor Network and adjust environmental parameter according to the demand of people's behavior so as to meet peoples demand and save energy. This paper aims to build intelligent lighting energy saving system. In this paper, the proposed system is intelligent lighting system, it can be implemented without destroying the original lighting system.
{"title":"Review of design of lighting system for energy saving using wireless sensor network","authors":"Nita D. Thokare, Raskar Rahul Bhausaheb, S. Jawale","doi":"10.1109/ICISIM.2017.8122195","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122195","url":null,"abstract":"The development of mobile internet and semiconductor technology making the people getting strong demand for the home life of the network, intelligence and energy saving. Now a days, energy saving is becoming more vital role as the energy conservation and environmental protection are taking more and more attentions. We can detect environmental condition through intelligent control using Wireless Sensor Network and adjust environmental parameter according to the demand of people's behavior so as to meet peoples demand and save energy. This paper aims to build intelligent lighting energy saving system. In this paper, the proposed system is intelligent lighting system, it can be implemented without destroying the original lighting system.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129604241","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122153
Pramodini A. Punde, M. Jadhav, R. Manza
We can measure the eye movement activity using eye tracking technology. Eye tracking gives us information about where do we look? What is ignored and how the pupil reacts to different stimuli. The eye tracking concept is basic but its process and interpretation can be very diverse and complex. ET measures the gaze points generated by our eye relative to the head. Eye trackers are availbble in either remote or mobile forms. It tracks and records where do we look and how we move the gaze. One can analyze, visualize and interpret this information with the help of software. We have gone through the common use of fingerprint analysis and applications, eye tracking also would be a great biometric tool for analysis in various applications. In this paper we discuss eye tracking technology and its various applications. Now days, ET is being employed in almost all field including psychology, human computer interaction, marketers, designers, academics, medical, research and many more.
{"title":"A study of eye tracking technology and its applications","authors":"Pramodini A. Punde, M. Jadhav, R. Manza","doi":"10.1109/ICISIM.2017.8122153","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122153","url":null,"abstract":"We can measure the eye movement activity using eye tracking technology. Eye tracking gives us information about where do we look? What is ignored and how the pupil reacts to different stimuli. The eye tracking concept is basic but its process and interpretation can be very diverse and complex. ET measures the gaze points generated by our eye relative to the head. Eye trackers are availbble in either remote or mobile forms. It tracks and records where do we look and how we move the gaze. One can analyze, visualize and interpret this information with the help of software. We have gone through the common use of fingerprint analysis and applications, eye tracking also would be a great biometric tool for analysis in various applications. In this paper we discuss eye tracking technology and its various applications. Now days, ET is being employed in almost all field including psychology, human computer interaction, marketers, designers, academics, medical, research and many more.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129079113","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122146
Siddhesh Sushil Shirsekar
The document targets towards analysis current braille characters, emphasis it's insufficiencies at instructing approaches aimed at little kids with recommend apparent results. This document concentrates largely upon the practice of braille and typography collectively with the fundamental braille writing system and is essential for constructive progress in association for blind kids. The principal thought at the back of the document was to develop a specimen for educational purpose for the blind kids in upcoming and thus providing an educational aid.
{"title":"Education with braille and typography","authors":"Siddhesh Sushil Shirsekar","doi":"10.1109/ICISIM.2017.8122146","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122146","url":null,"abstract":"The document targets towards analysis current braille characters, emphasis it's insufficiencies at instructing approaches aimed at little kids with recommend apparent results. This document concentrates largely upon the practice of braille and typography collectively with the fundamental braille writing system and is essential for constructive progress in association for blind kids. The principal thought at the back of the document was to develop a specimen for educational purpose for the blind kids in upcoming and thus providing an educational aid.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127585743","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122158
Varsha P. Gaikwad, V. Musande
The most important factor in reduction of quality and quantity of crop is due to plant disease. Identifying plant disease is a key to prevent agricultural losses. The aim of this paper is to develop a software solution which automatically detect and classify plant disease. It includes four steps, first step image acquisition, second step is image preprocessing, third step is image segmentation and fourth step is feature extraction which consider color, shape and size. For classification we used here Neural Network based classifier.
{"title":"Wheat disease detection using image processing","authors":"Varsha P. Gaikwad, V. Musande","doi":"10.1109/ICISIM.2017.8122158","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122158","url":null,"abstract":"The most important factor in reduction of quality and quantity of crop is due to plant disease. Identifying plant disease is a key to prevent agricultural losses. The aim of this paper is to develop a software solution which automatically detect and classify plant disease. It includes four steps, first step image acquisition, second step is image preprocessing, third step is image segmentation and fourth step is feature extraction which consider color, shape and size. For classification we used here Neural Network based classifier.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127488868","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122161
K. Pole, Vishakha R. Mote
Word wide web is considered as the most important information store in recent years. Web development expands to a great extent with new technologies. Search engines are ineffective when the number of docs in the web is multiplied. In the same way, the retrieval of queries, most of which are not related to what the user was looking for. The documents are of varied and flexible web, there are tough relationships with a web docs and a connection with others. Basically more precise clustering methods are required to detect and denominate latency with consistency to monitor significance in context. This article presents a diffused language area of topology with a diffuse cluster algorithm to discover the contextual concept of Web docs. The chief objective and mission of this research is to focus on the clustering algorithm and to discover latent semantics within a diffused linguistic text body. In addition, the scope of applications can be stretched to accompany areas such as data mining, bioinformatics, content control or information gathering, and so on. Secondly, when it is observed that recovery docs usually belongs to one of the research topic that can be distinctly different as compared to other issues, the major difference between is usually with other issues. Web content can be grouped into hierarchy issues based on diffused language measures. Web data and files that constitutes in the definition of docs are complicated and complex in nature. There are complex links within single Web docs, and there may be complex relationships with other docs. The high interactions between the terms of the docs show only vague and little ambiguous concepts. However in our case study the algorithm mentioned for development extracts the functionality of Web docs using so called random hypothetical field methods and creates a diffused linguistic topology according to the attribute associations.
{"title":"Improvised fuzzy clustering using name entity recognition and natural language processing","authors":"K. Pole, Vishakha R. Mote","doi":"10.1109/ICISIM.2017.8122161","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122161","url":null,"abstract":"Word wide web is considered as the most important information store in recent years. Web development expands to a great extent with new technologies. Search engines are ineffective when the number of docs in the web is multiplied. In the same way, the retrieval of queries, most of which are not related to what the user was looking for. The documents are of varied and flexible web, there are tough relationships with a web docs and a connection with others. Basically more precise clustering methods are required to detect and denominate latency with consistency to monitor significance in context. This article presents a diffused language area of topology with a diffuse cluster algorithm to discover the contextual concept of Web docs. The chief objective and mission of this research is to focus on the clustering algorithm and to discover latent semantics within a diffused linguistic text body. In addition, the scope of applications can be stretched to accompany areas such as data mining, bioinformatics, content control or information gathering, and so on. Secondly, when it is observed that recovery docs usually belongs to one of the research topic that can be distinctly different as compared to other issues, the major difference between is usually with other issues. Web content can be grouped into hierarchy issues based on diffused language measures. Web data and files that constitutes in the definition of docs are complicated and complex in nature. There are complex links within single Web docs, and there may be complex relationships with other docs. The high interactions between the terms of the docs show only vague and little ambiguous concepts. However in our case study the algorithm mentioned for development extracts the functionality of Web docs using so called random hypothetical field methods and creates a diffused linguistic topology according to the attribute associations.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115469142","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}
Pub Date : 2017-10-01DOI: 10.1109/ICISIM.2017.8122144
S. L. Sonawane, P. Kulkarni
In last decade, the field of information extraction and retrieval has increased exponentially. Sentiment analysis is a task to identify the polarity of given content. Extracting the useful content from the opinion sources becomes a challenging task. This paper used lexicon based approach for classifying a review document as positive, negative or neutral. This paper extracts the sentiments from customer reviews and SentiWordNet is used to assign the polarity to each sentiment. The classification of review document is predicted by sentimental score.
{"title":"Extracting sentiments from reviews: A lexicon-based approach","authors":"S. L. Sonawane, P. Kulkarni","doi":"10.1109/ICISIM.2017.8122144","DOIUrl":"https://doi.org/10.1109/ICISIM.2017.8122144","url":null,"abstract":"In last decade, the field of information extraction and retrieval has increased exponentially. Sentiment analysis is a task to identify the polarity of given content. Extracting the useful content from the opinion sources becomes a challenging task. This paper used lexicon based approach for classifying a review document as positive, negative or neutral. This paper extracts the sentiments from customer reviews and SentiWordNet is used to assign the polarity to each sentiment. The classification of review document is predicted by sentimental score.","PeriodicalId":139000,"journal":{"name":"2017 1st International Conference on Intelligent Systems and Information Management (ICISIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121199786","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}
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