2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON)最新文献_第9页

Association analysis of significant frequent colossal itemsets mined from high dimensional datasets 从高维数据集中挖掘的重要频繁巨项集的关联分析

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894662

Manjunath K. Vanahalli, Nagamma Patil

{"title":"Association analysis of significant frequent colossal itemsets mined from high dimensional datasets","authors":"Manjunath K. Vanahalli, Nagamma Patil","doi":"10.1109/UPCON.2016.7894662","DOIUrl":"https://doi.org/10.1109/UPCON.2016.7894662","url":null,"abstract":"Bioinformatics has contributed to a different form of datasets called as high dimensional datasets. The high dimensional datasets are characterized by a large number of features and a small number of samples. The traditional algorithms expend most of the running time in mining large number of small and mid-size items which does not enclose valuable and significant information. The recent research focused on mining large cardinality itemsets called as colossal itemsets which are significant to many applications, especially in the field of bioinformatics. The existing frequent colossal itemset mining algorithms are unsuccessful in discovering complete set of significant frequent colossal itemsets. The mined colossal itemsets from existing algorithms provide erroneous support information which affects association analysis. Mining significant frequent colossal itemsets with accurate support information helps in attaining a high-level accuracy of association analysis. The proposed work highlights a novel pre-processing technique and bottom-up row enumeration algorithm to mine significant frequent colossal itemsets with accurate support information. A novel pre-processing technique efficiently utilizes minimum support threshold and minimum cardinality threshold to prune irrelevant samples and features. The experiment results demonstrate that the proposed algorithm has high accuracy over existing algorithms. Performance study indicates the efficiency of the pre-processing technique.","PeriodicalId":151809,"journal":{"name":"2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128800832","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: 2

Application of genetic algorithm as feature selection technique in development of effective fault prediction model 应用遗传算法作为特征选择技术建立有效的故障预测模型

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894693

L. Kumar, S. Rath

{"title":"Application of genetic algorithm as feature selection technique in development of effective fault prediction model","authors":"L. Kumar, S. Rath","doi":"10.1109/UPCON.2016.7894693","DOIUrl":"https://doi.org/10.1109/UPCON.2016.7894693","url":null,"abstract":"Prediction of faults in a proposed software is helpful in deciding the amount of effort to be given for software development. We observed that, a good number of authors hypothesized that the performance of fault prediction model depends on the source code metrics which are used as input of the model. Feature selection technique is a process of selecting suitable set of source code metrics which may improve the performance of fault prediction model. In this work, genetic algorithm (GA) has been applied as feature selection technique to select the suitable set of source code metrics. This selected set of source code metrics are used as requisite input data to develop a classifier using five different classification techniques such as logistic regression, extreme learning machine, support vector machine (SVM) with three different kernel functions (linear, polynomial, and radial basis kernel functions) in order to predict the faulty and non-faulty classes. In this study, we propose a cost evaluation framework to perform cost based analysis for evaluating the effectiveness of fault prediction model. We perform experiments on thirty number of Java Open Source projects. From the obtained results, it is observed that the model developed using selected set of source code metrics obtained better result as compared to all metrics. From costs analysis framework, it is observed that the developed fault prediction model is best suitable for software with % of faulty classes less than the threshold value depending on fault identification efficiency (low-46.44%, median-45.37%, and high-36.63%).","PeriodicalId":151809,"journal":{"name":"2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127451682","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: 7

An analytical gate tunneling current model of Re-S/D SOI MOSFETs Re-S/D SOI mosfet的解析栅隧穿电流模型

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894619

P. Tiwari, Arun Kumar, Dipankar Talukdar

引用次数: 1

A passive islanding detection approach for distributed generation using rate of change of negative sequence voltage and current 基于负序电压电流变化率的分布式发电被动孤岛检测方法

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894679

K. M. Kumar, M. Naresh, N. Singh, Ashutosh Kumar Singh

引用次数: 10

Compact planar rectangular monopole antenna for Bluetooth and UWB Applications 用于蓝牙和超宽带应用的紧凑型平面矩形单极天线

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894640

S. Bhaskar, Rajveer S. Brar, A. Singh

引用次数: 4

Class partition approach for software effort estimation using support vector machine 基于支持向量机的软件工作量估计的类划分方法

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894732

Anurag Tiwari, Amrita Chaturvedi

{"title":"Class partition approach for software effort estimation using support vector machine","authors":"Anurag Tiwari, Amrita Chaturvedi","doi":"10.1109/UPCON.2016.7894732","DOIUrl":"https://doi.org/10.1109/UPCON.2016.7894732","url":null,"abstract":"Software effort estimation consists of those procedures and activities which help to predict most accurate development effort as well as cost of a software product. After analyzing various proposed concept and theories regarding this we tried to give a new concept which works over partition of a data set. The partition procedure depends over the correlation of input features as well as output features. This algorithm is a generic concept which can be useful in other fields also. Previously proposed models and theories depend on the detection and prediction methodologies. In detection process, developers try to find out loopholes in the prior proposed models while in prediction model they try to develop a new theory that mitigates those loopholes. In our proposed approach we work over a mathematical model that can be a replacement of a well-known data mining algorithm K-NN (K nearest neighbor), which uses clusters for classification. Our proposed methodology is based on feature selection. This feature selection process is based on correlation coefficient that can be defined by the user. After feature selection, we tried to achieve the rate of change of the target attribute with respect to the other attributes. We have classified the data vectors according to the rate of change of target value (Effort) and attributes obtained after feature selection. Target value (Effort) will be fixing for whole processing. Finally we applied regression to obtain a mathematical model for the corresponding class.","PeriodicalId":151809,"journal":{"name":"2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122328302","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: 2

F-shaped monopole based MIMO antenna for WLAN applications 用于WLAN应用的f形单极MIMO天线

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894718

B. V. Singh, M. Agarwal, M. K. Meshram

{"title":"F-shaped monopole based MIMO antenna for WLAN applications","authors":"B. V. Singh, M. Agarwal, M. K. Meshram","doi":"10.1109/UPCON.2016.7894718","DOIUrl":"https://doi.org/10.1109/UPCON.2016.7894718","url":null,"abstract":"In this paper, A triple band multiple-input-multiple-output (MIMO) antenna array is proposed for a conveyable wireless device for WLAN applications (band 1: 2.4 – 2.484 GHz, band 2: 5.15 – 5.35 GHz, and band 3: 5.725 – 5.825 GHz). The proposed antenna array consists of two monopole antenna components which are separated by approximately one-tenth of the wavelength of the lower frequency band (2.45 GHz). In order to reduce the radiator size, it is designed in the shape of F and the two branches of F are responsible for producing the designated frequency bands. The resonance centered at 2.45 GHz is covering band 1 while the resonance centered at 5.4 GHz is covering band 2 and band 3. Both the elements are the mirror image of each other over a partial ground plane with FR-4 as substrate. Furthermore, the optimal coupling between two elements is achieved by cutting a dumbbell shaped cut-out within the ground plane between the antenna components. The measure of proposed antenna is only 35 × 40 × 1.6 mm3. In addition, the characteristic of small size, nearly omnidirectional coverage and good diversity performance make the proposed MIMO antenna suitable to the mobile WLAN applications.","PeriodicalId":151809,"journal":{"name":"2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129639434","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: 6

Improved three Dimensional Turbo Code using Superposition Modulation techniques: Extension to WiMAX system 利用叠加调制技术改进三维Turbo码:扩展到WiMAX系统

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894671

S. Banerjee, S. Chattopadhyay, Ananya Dey

{"title":"Improved three Dimensional Turbo Code using Superposition Modulation techniques: Extension to WiMAX system","authors":"S. Banerjee, S. Chattopadhyay, Ananya Dey","doi":"10.1109/UPCON.2016.7894671","DOIUrl":"https://doi.org/10.1109/UPCON.2016.7894671","url":null,"abstract":"Communication systems need for regeneration of consistent information by controlling errors in a noisy environment. This is accomplished by incorporating suitable forward error correcting coding techniques into the system. In this context, Turbo Code (TC) is regarded as one of the high-performance forward error correcting codes whose BER performances tends to the “Shannon limit”. An advanced form of Turbo Code (TC) named as 3-Dimensional Turbo Code (3D-TC) has been appeared as a thought-provoking investigation zone in recent past. Meanwhile an exhaustive research has been carried out on Superposition Modulation (SM) techniques in which switching from bit to symbols is occurred using non-bijective mapping method. Considering the above facts, a novel SM based 3D-TC has been suggested in this paper to enrich the Bit Error Rate (BER) act ominously by choosing right combination of generator polynomial for each constituent encoder as well as interleavers. The effectiveness of the projected code has also been evaluated by comparing its BER performance with other existing codes in WiMAX system under different fading channel conditions.","PeriodicalId":151809,"journal":{"name":"2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127851913","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: 3

Operation of Induction Motor in Vector Controlled Mode with variation in Speed Controller logic: A comparative study 速度控制器逻辑变化时矢量控制模式下感应电动机运行的比较研究

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894708

Vanshika Jindal, Laxman Singh, Prem Prakash Dudi, S. Choudhuri

引用次数: 2

ISOGI-Q based control algorithm for single stage grid tied SPV system 基于ISOGI-Q的单级并网SPV系统控制算法

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) Pub Date : 1900-01-01 DOI: 10.1109/UPCON.2016.7894705

Bhim Singh, Priyank Shah, Ikhlaq Hussain

引用次数: 17