2018 IEEE 8th International Advance Computing Conference (IACC)最新文献_第4页

A Pattern and Polarization Reconfigurable Antenna For WLAN Application 一种用于WLAN的模式和极化可重构天线

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692086

D. Niture, Sohan S. Gurame, S. P. Mahajan

引用次数: 2

Classifications of High Resolution Optical Images using Supervised Algorithms 基于监督算法的高分辨率光学图像分类

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692132

Balnarsaiah Battula, Laxminarayana Parayitam, T. S. Prasad, P. Balakrishna, Chandrasekhar Patibandla

引用次数: 0

Gender Prediction of the European School’s Teachers Using Machine Learning: Preliminary Results 使用机器学习对欧洲学校教师的性别预测:初步结果

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692100

C. Verma, A. Tarawneh, Z. Illés, Veronika Stoffová, S. Dahiya

{"title":"Gender Prediction of the European School’s Teachers Using Machine Learning: Preliminary Results","authors":"C. Verma, A. Tarawneh, Z. Illés, Veronika Stoffová, S. Dahiya","doi":"10.1109/IADCC.2018.8692100","DOIUrl":"https://doi.org/10.1109/IADCC.2018.8692100","url":null,"abstract":"An experiential study is conducted to solve binary classification problem on big dataset of European Survey of Schools: ICT in Education (known as ESSIE) using IBM modeler version 18.1. The survey was conducted by ESSIE at various levels [1]-[3] of schools ISCED (International Standard Classification of Education). To predict the gender of teachers based on their answers, the authors applied 4 supervised machine learning algorithms filtering out of 12 classifiers using auto classifiers on ISCED-1 and ISCED-2 level of schools. Out of total 158 attributes, self-reduction and auto classifier stabilized only 134 attributes for the Bayesian Network (BN) and Random Tree (RT) at level-1 and 134 attributes for logistic regression and 41 attributes for Decision Tree (C5) at level-2. The MissingValue filter of Weka 3.8.1 tool handled well 55641 in ISCED-2 level and 19415 at the ISCED-1 level and normalization is also applied as well. The outcomes of the study reveal that decision tree (C5) classifier outperformed the logistic regression (LR) after feature extraction at ISCED-2 level schools and Random Tree classifier predicted more accurately gender of the teacher as compare to the Bayesian Network at level-1 schools. Further, presented predictive models stabilized 134 attributes with 2926 instances for predict gender of teachers of level-1 schools and 134 attributes with 7542 instances for level-2 schools.","PeriodicalId":365713,"journal":{"name":"2018 IEEE 8th International Advance Computing Conference (IACC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129418696","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: 27

Modelling Search Habits on E-commerce Websites using Supervised Learning 基于监督学习的电子商务网站搜索习惯建模

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692113

Sherry‐Ann Singh, Shailja Madhwal, Goutam Datta, Latika Singh

{"title":"Modelling Search Habits on E-commerce Websites using Supervised Learning","authors":"Sherry‐Ann Singh, Shailja Madhwal, Goutam Datta, Latika Singh","doi":"10.1109/IADCC.2018.8692113","DOIUrl":"https://doi.org/10.1109/IADCC.2018.8692113","url":null,"abstract":"Consumers are going through a huge transition in terms of their choices as well as the propensity to spend. People increasingly travel outside the country and understand the spectrum of products or services available in other countries. This has given a huge impetus to E-commerce companies and start-ups offering a variety of products and services. The continuous development of E-commerce platforms and the convenience of purchasing goods and services has increased the customer base continuously. The broad objective of the study is to extract information from consumer searches and use it analytically for driving the business in the future. The purpose of the research is to use supervised classification techniques to categorize product related search queries into category (level 1) and subcategory (level 2), which is further required to derive shopping patterns and trends among the consumers. In this paper, we explore the various multiclass classification techniques, like Naïve Bayes, Random Forests, and SVM. The Naïve Bayes classification at the category (level 1) and subcategory (level 2) outperformed the other algorithms to achieve maximum accuracy of the search query classification.","PeriodicalId":365713,"journal":{"name":"2018 IEEE 8th International Advance Computing Conference (IACC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115721429","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

Blind navigation using ambient crowd analysis 使用环境人群分析进行盲导航

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692112

A. Gupta, Sumeet Khandelwal, T. Gandhi

引用次数: 1

Algorithm to Quantify the Low and High Resolution HLA Matching in Renal Transplantation 肾移植中低分辨率和高分辨率HLA匹配的量化算法

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692103

G. Muthu, S. Mitra

引用次数: 0

An Efficient and Secure Authentication Scheme using Markov Chain for Wireless Sensor Networks 一种高效安全的无线传感器网络马尔可夫链认证方案

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692098

Deepti Singh, B. Kumar, Samayveer Singh, S. Chand

引用次数: 4

Clinical Programming Software to Evaluate Auditory Performance in Cochlear Implant Patients using Smartphone 使用智能手机评估人工耳蜗患者听觉表现的临床编程软件

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692110

Chaitanya Kartheek Tarini, Bhujanga Rao Vepakomma, S. Panchumarthy

{"title":"Clinical Programming Software to Evaluate Auditory Performance in Cochlear Implant Patients using Smartphone","authors":"Chaitanya Kartheek Tarini, Bhujanga Rao Vepakomma, S. Panchumarthy","doi":"10.1109/IADCC.2018.8692110","DOIUrl":"https://doi.org/10.1109/IADCC.2018.8692110","url":null,"abstract":"Cochlear Implant (CI) system is an auditory prosthesis that provides the perception of hearing sensation to the sensorineural deafened people by surgically implanting and electrically stimulating the auditory nerve. Four to six weeks after surgical implantation of CI, audiologist activates the implant and systematically stimulates the auditory nerve through dedicated software usually called ‘clinical programming software (CPS)’, to fine tune the electrodes so that the patient perceives the sound. It is understood that every cochlear implanted child needs to visit the audiologist periodically up to an age of 18 to undergo routine evaluations. This paper presents a new smartphone-based CPS developed to address the requirements of audiologist with attended advantages to the patients to carry CPS with previous history of stimulated values commonly referred as ‘MAP’ in CI programming. Besides, it provides flexibility to the patient by especially in the case of emergency or visiting nearest doctor for creating a new MAP or attend for routine evaluations, which is not the case provided by the contemporary CI manufacturers.The Smartphone-based CI Programme (SCIP) was developed using Android Studio IDE. SCIP assists audiologist to perform audiological evaluations such as (i) finding electrode status (Active, Short or Open), (ii) impedance measurement, (iii) fine tuning of, threshold and maximum audible level values for each electrode and (iv) updating the speech processor with the fine tuned values. The performance of SCIP software application was validated against a standard Electrode Impedance Tester device during in vitro testing of the developed Indian cochlear implant prosthesis, which is expected to undergo human clinical trials soon.","PeriodicalId":365713,"journal":{"name":"2018 IEEE 8th International Advance Computing Conference (IACC)","volume":"23 9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131972761","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: 0

A New Paradigm For Generation Of Fuzzy Membership Function 模糊隶属函数生成的一种新范式

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692089

Anagha Vaidya, P. Metkewar, S. Naik

引用次数: 4

Comparative Analysis of Position-Based Routing Protocols for VANETs 基于位置的vanet路由协议的比较分析

2018 IEEE 8th International Advance Computing Conference (IACC) Pub Date : 2018-12-01 DOI: 10.1109/IADCC.2018.8692111

A. Saggu, Kavita Pandey

引用次数: 2