2017 7th International Conference on Communication Systems and Network Technologies (CSNT)最新文献_第7页

Holo entropy enabled decision tree classifier for breast cancer diagnosis using wisconsin (prognostic) data set Holo熵使决策树分类器乳腺癌诊断使用威斯康星(预后)数据集

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418532

Shabina Sayed, Shoeb Ahmed, R. Poonia

引用次数: 9

A review and analysis on data mining methods to predict diabetes 糖尿病预测数据挖掘方法综述与分析

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418562

Girdhar Gopal Ladha, R. S. Pippal

引用次数: 1

DFDM — Dynamic frequency division multiplexing 动态频分复用

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418506

Muralidhar Reddy Challa, Bharath Simha Reddy Eedula, Gnana Pavan Bombothu, Ram Mohan Rao Kanugu

引用次数: 0

FPGA implementation and power efficient CORDIC based ADPLL for signal processing and application FPGA实现和基于CORDIC的低功耗ADPLL信号处理与应用

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418560

Akarshika Singhal, Anjana Goen, Tanutrushna Mohapatra

{"title":"FPGA implementation and power efficient CORDIC based ADPLL for signal processing and application","authors":"Akarshika Singhal, Anjana Goen, Tanutrushna Mohapatra","doi":"10.1109/CSNT.2017.8418560","DOIUrl":"https://doi.org/10.1109/CSNT.2017.8418560","url":null,"abstract":"Most of the electronic circuit components do not receive the clock at same time due to various factors involved in circuitry. Phase locked loop is a precision and familiar circuit for high frequency and high accuracy application with very short interlocking time. This paper presents All Digital Phase Locked Loop (ADPLL) and has been analysed for the required applications on the basis of its cost, power consumption and speed of operation for phase locked loop. In the given ADPLL system phase detection system has been realized by generating analytic signal using Hilbert transform and then computing the instantaneous phase using CORDIC algorithm. The loop filter of the ADPLL has been designed using a low pass filter and is used to discard the higher order harmonics. The proposed architecture is implemented using VHDL code and is synthesized using Xilinx ISE 9.2 software. To validate its functionality, verification and simulation is done by using the Modelsim SE 6.2C. The ADPLL is planned for 100 MHz central frequency. The work in this paper mainly deals with the power efficiency of ADPLL.","PeriodicalId":382417,"journal":{"name":"2017 7th International Conference on Communication Systems and Network Technologies (CSNT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134212893","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: 4

Inventory supply & shelfing through data analytics 通过数据分析库存供应和货架

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418500

Komal Verma, R. Pandey, Nidhi Srivastava

引用次数: 0

A hybrid approach for human skin detection 一种用于人体皮肤检测的混合方法

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418526

Prateeksha Dhantre, R. Prasad, P. Saurabh, B. Verma

引用次数: 1

Image splicing detection using HMRF superpixel segmentation 基于HMRF超像素分割的图像拼接检测

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418533

K. Vamsi, Raman Chadha, B. Ramkumar, S. Prasad

引用次数: 0

Implementation of SNMP-JSON translator and integrating SNMP agents with JSON based network management system 实现SNMP-JSON转换器，并将SNMP代理与基于JSON的网管系统集成

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418513

Kasula Chaithanya Pramodh, Iluri Nikhil, J. Ranjith Singh

引用次数: 4

Email spam classification using neighbor probability based Naïve Bayes algorithm 基于邻居概率Naïve贝叶斯算法的垃圾邮件分类

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418565

P. Anitha, C. Rao, S. Babu

引用次数: 6

Hellinger distance based oversampling method to solve multi-class imbalance problem 基于海灵格距离的过采样方法求解多类不平衡问题

2017 7th International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2017-11-01 DOI: 10.1109/CSNT.2017.8418525

Amisha Kumari, Urjita Thakar

{"title":"Hellinger distance based oversampling method to solve multi-class imbalance problem","authors":"Amisha Kumari, Urjita Thakar","doi":"10.1109/CSNT.2017.8418525","DOIUrl":"https://doi.org/10.1109/CSNT.2017.8418525","url":null,"abstract":"Classification is a popular technique used to predict group membership for data samples in datasets. A multi-class or multinomial classification is the problem of classifying instances into more than two classes. With the emerging technology, the complexity of multi-class data has also increased thereby leading to class imbalance problem. With an imbalanced dataset, a machine learning algorithm can not make an accurate prediction. Therefore, in this paper Hellinger distance based oversampling method has been proposed. It is useful in balancing the datasets so that minority class can be identified with high accuracy without affecting accuracy of majority class. New synthetic data is generated using this method to achieve balance ratio. Testing has been done on five benchmark datasets using two standard classifiers KNN and C4.5. The evaluation matrix on precision, recall and fmeasure are drawn for two standard classification algorithms. It is observed that Hellinger distance reduces risk of overlapping and skewness of data. Obtained results show increase of 20% in classification accuracy compared to classification of imbalance multi-class dataset.","PeriodicalId":382417,"journal":{"name":"2017 7th International Conference on Communication Systems and Network Technologies (CSNT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126450880","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: 4