2011 International Conference on Recent Trends in Information Systems最新文献

Spectral analysis of DNA sequence using recursive weiner khinchine theorem: a comparative approach DNA序列的光谱分析使用递归weiner khinchine定理:比较方法

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146888

M. Roy, S. Barman, S. Saha, A. Mandal

引用次数: 2

A classification approach for myocardial infarction using voltage features extracted from four standard ECG leads 一种利用从四个标准心电图导联中提取的电压特征对心肌梗死进行分类的方法

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146890

Swati Banerjee, M. Mitra

{"title":"A classification approach for myocardial infarction using voltage features extracted from four standard ECG leads","authors":"Swati Banerjee, M. Mitra","doi":"10.1109/ReTIS.2011.6146890","DOIUrl":"https://doi.org/10.1109/ReTIS.2011.6146890","url":null,"abstract":"This paper, deals with classification of Anteroseptal Myocardial Infarction and normal subjects. Multiresolution approach based extraction of diagnostic pathological features from V1–V4 chest leads is proposed. Mahalanobish distance based classification is used for classification and generation of discriminant function.The digitized ECG signals is subjected to DWT based denoising before applying feature extraction technique. A multiresolution approach along with an adaptive thresholding is used for the detection of R - peaks. Then Q, S peak, QRS onset and offset points are identified. Finally, the T wave is detected. By detecting the baseline of the ECG data, height of R, Q, S and T wave are calculated. Computed QRS vector and T wave amplitude are used for classification of the two classes. Mahalanobish distance based classification method is used for finding discrimant functions for leads V1–V4 and analysis is made accordingly. For R-peak detection, proposed algorithm yields sensitivity and positive predictivity of 99.8% and 99.7% respectively with MIT BIH Arrhythmia database, 99.84% and 99.98% respectively with PTB diagnostic ECG database. For time plane features, an average coefficient of variation of 3.21 is obtained over 150 leads tested from PTB data, each with 10000 samples. Classification accuracy for this method is 96.4%.","PeriodicalId":137916,"journal":{"name":"2011 International Conference on Recent Trends in Information Systems","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116218355","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}

引用次数: 10

An adaptive genetic key based neural encryption for online wireless communication (AGKNE) 基于自适应遗传密钥的在线无线通信神经加密

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146841

J. K. Mandal, Arindam Sarkar

{"title":"An adaptive genetic key based neural encryption for online wireless communication (AGKNE)","authors":"J. K. Mandal, Arindam Sarkar","doi":"10.1109/ReTIS.2011.6146841","DOIUrl":"https://doi.org/10.1109/ReTIS.2011.6146841","url":null,"abstract":"In this paper, a genetic secret key based technique for neural encryption (AGKNE) has been proposed for online transmission of data/information in wireless communication. In this method both the communicating party receive the similar input vector, generate an output bit and are trained based on the output bit. Length of the key depends on the number of input and output neurons. Synchronized identical weight vectors are used to create chromosomes pool. Genetic secret key is generated on calculating the fitness function, which is the hamming distance between two chromosomes. GA operators like crossover and mutation are also used to add elitism of chromosomes. Plain stream passes through recursive modulo 2-substitution operation to generate intermediate cipher which is again encrypted using neuro genetic key to form the 2nd level cipher stream. Finally, chaining and cascaded xoring of neural key with the identical length intermediate cipher text is done to generate the cipher. Receiver will use identical neural weight secret key for performing deciphering process for generating the neuro genetic encrypted cipher text and secret key for decoding. Finally modulo-2 secret key uses to generate plain text. A session key based transmission has also been proposed using 161-bit key format of 14 different segments [7]. Parametric tests are done and results are compared in terms of Chi-Square test, response time in transmission with some existing classical techniques, which shows comparable results for the proposed system.","PeriodicalId":137916,"journal":{"name":"2011 International Conference on Recent Trends in Information Systems","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126335012","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}

引用次数: 18

Efficient Algorithm on heterogeneous computing system 异构计算系统的高效算法

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146840

S. Bansal, C. Hota

引用次数: 7

A fuzzy multilayer perceptron network based detection and classification of lobar intra-cerebral hemorrhage from Computed Tomography images of brain 基于模糊多层感知器网络的脑ct图像中脑叶性脑出血的检测与分类

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146878

A. Datta, Ashis Datta, Biswajit Biswas

引用次数: 5

Swarm Intelligence based greedy routing protocol for Wireless Sensor Network 基于群智能的无线传感器网络贪婪路由协议

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146856

Satish Pradhan, S. Maharana, M. Reza

引用次数: 2

Online Mining of data to generate association rule mining in large databases 在线挖掘数据，在大型数据库中生成关联规则挖掘

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146853

Archana Singh, Megha Chaudhary, A. Rana, Gaurav Dubey

{"title":"Online Mining of data to generate association rule mining in large databases","authors":"Archana Singh, Megha Chaudhary, A. Rana, Gaurav Dubey","doi":"10.1109/ReTIS.2011.6146853","DOIUrl":"https://doi.org/10.1109/ReTIS.2011.6146853","url":null,"abstract":"Data Mining is a Technology to explore data, analyze the data and finally discovering patterns from large data repository. In this paper, the problem of online mining of association rules in large databases is discussed. Online association rule mining can be applied which helps to remove redundant rules and helps in compact representation of rules for user. In this paper, a new and more optimized algorithm has been proposed for online rule generation. The advantage of this algorithm is that the graph generated in our algorithm has less edge as compared to the lattice used in the existing algorithm. The Proposed algorithm generates all the essential rules also and no rule is missing. The use of non redundant association rules help significantly in the reduction of irrelevant noise in the data mining process. This graph theoretic approach, called adjacency lattice is crucial for online mining of data. The adjacency lattice could be stored either in main memory or secondary memory. The idea of adjacency lattice is to pre store a number of large item sets in special format which reduces disc I/O required in performing the query.","PeriodicalId":137916,"journal":{"name":"2011 International Conference on Recent Trends in Information Systems","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116458551","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}

引用次数: 33

Intentional islanding of electric power systems in a grid computing framework: A graph-theoretic approach 网格计算框架中电力系统的有意孤岛:图论方法

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146859

B. Pradhan, K. Reddy, D. S. Roy, D. Mohanta

{"title":"Intentional islanding of electric power systems in a grid computing framework: A graph-theoretic approach","authors":"B. Pradhan, K. Reddy, D. S. Roy, D. Mohanta","doi":"10.1109/ReTIS.2011.6146859","DOIUrl":"https://doi.org/10.1109/ReTIS.2011.6146859","url":null,"abstract":"Incorporation of deregulation and increase in renewable sources of generation has changed the nature of existing electric power systems to a more geographically distributed system. This had led to significant challenges towards on-line monitoring and control. Contingency set identification is an essential step in monitoring the power system security level since outage of a few among the combinatorially huge number of power distribution lines can lead to a catastrophe, even blackouts. Intentional islanding is a counter approach. The most critical criterion in intentional islanding is to minimize the real power imbalance within the islands to benefit subsequent restoration. Grid computing is being seen as a viable solution to cater to the changing needs of data-intensive computing, including monitoring and control of power systems. In this paper, a grid service for intentional islanding for power systems protection has been developed and demonstrated on a test bed using IEEE 30 bus test system as a case study. Grid gain 2.0 has been employed as middleware to setup the test bed.","PeriodicalId":137916,"journal":{"name":"2011 International Conference on Recent Trends in Information Systems","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122125188","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}

引用次数: 8

An improved fuzzy clustering method using modified Fukuyama-Sugeno cluster validity index 基于改进Fukuyama-Sugeno聚类效度指标的改进模糊聚类方法

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146880

Sailik Sengupta, Soham De, A. Konar, R. Janarthanan

引用次数: 7

Sensor node deployment using Bacterial Foraging Optimization 基于细菌觅食优化的传感器节点部署

2011 International Conference on Recent Trends in Information Systems Pub Date : 2011-12-01 DOI: 10.1109/ReTIS.2011.6146843

G. S. Gaba, Kanwaljit Singh, B. S. Dhaliwal

引用次数: 9