2016 3rd International Conference on Recent Advances in Information Technology (RAIT)最新文献

Classification of lower limb motor imagery using K Nearest Neighbor and Naïve-Bayesian classifier 基于K近邻和Naïve-Bayesian分类器的下肢运动图像分类

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507952

Sanniv Bhaduri, A. Khasnobish, R. Bose, D. Tibarewala

{"title":"Classification of lower limb motor imagery using K Nearest Neighbor and Naïve-Bayesian classifier","authors":"Sanniv Bhaduri, A. Khasnobish, R. Bose, D. Tibarewala","doi":"10.1109/RAIT.2016.7507952","DOIUrl":"https://doi.org/10.1109/RAIT.2016.7507952","url":null,"abstract":"For development of foot prosthetics driven by brain computer interface (BCI) for lower limb amputees, the primary requirement is the classification of right and left lower limb motor imagery movement from brain signals. It is important to detect best possible combination of feature extraction and classification algorithms efficiently and accurately recognize left and right lower limb motor imagery from Electroencephalogram (EEG) signals in minimum time possible. An optimal choice has to be reached to select a feature extraction and classification technique with highest accuracy in minimum time. Thus, in this study we direct our attention towards finding the best feature extraction technique and classifier. Preprocessing of the EEG signals are done and relevant features are extracted. The extracted features are then used to classify left and right imagery movement by k-Nearest Neighbor (kNN) and Naïve-Bayesian classifier. The best classification accuracy of 90% is obtained by kNN for power spectral density feature set requiring a time of 0.0531 sec. Thus, in future, it can be applied in real time classification to obtain best results in minimum time.","PeriodicalId":289216,"journal":{"name":"2016 3rd International Conference on Recent Advances in Information Technology (RAIT)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123077296","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: 25

HR practices for women employees: A study of information technology (IT) sector in India 女性员工的人力资源实践:印度信息技术(IT)部门的研究

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507980

Shubhi Gupta, G. Pathak

引用次数: 1

Study and implementation of synchronization algorithm in three phase grid connected PV system 三相并网光伏系统同步算法的研究与实现

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507921

B. K. Naick, M. Das, T. K. Chatterjee, K. Chatterjee

引用次数: 3

Analysis of size-strength trade-off in green pelletization for manganese concentrate using multiobjective evolutionary algorithm (NSGA-II) 基于多目标进化算法(NSGA-II)的锰精矿绿色造粒粒度-强度权衡分析

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507914

M. Nadeem, R. Venugopal

{"title":"Analysis of size-strength trade-off in green pelletization for manganese concentrate using multiobjective evolutionary algorithm (NSGA-II)","authors":"M. Nadeem, R. Venugopal","doi":"10.1109/RAIT.2016.7507914","DOIUrl":"https://doi.org/10.1109/RAIT.2016.7507914","url":null,"abstract":"Adequate supply of desired quality wet pellets governs the productivity of plant operations. Among the many characteristics of pellets, its size and strength are of great importance and considered to be inversely proportional to each other. Most of the researchers analyzed these two properties separately and very few studies tried to understand the trade-off that exists between them. In the present study, an effort has been made to investigate the compromise between pellet size and strength and determine the process parameters that characterize this trade-off. A material system of manganese concentrate is examined and mathematical functions are derived for pellet size and strength in terms of three operating parameters - moisture content, disc inclination and disc rotational speed. These fitness functions are then supplied to NSGA-II, a multiobjective evolutionary algorithm, to produce pareto-optimal (PO) solutions for conflicting objectives. The optimization results confirm the trade-off and the obtained PO solutions signify the characterizing process variables that influence the trade-off.","PeriodicalId":289216,"journal":{"name":"2016 3rd International Conference on Recent Advances in Information Technology (RAIT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116070146","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

Eye movement based human computer interaction 基于眼动的人机交互

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507950

Ramsha Fatima, Atiya Usmani, Zainab Zaheer

引用次数: 15

Green intelligence for cloud data centers 云数据中心的绿色智能

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507965

C. Karthik, Mayank Sharma, Kirti Maurya, K. Chandrasekaran

引用次数: 4

Data modelling for discrete time series data using Cassandra and MongoDB 使用Cassandra和MongoDB进行离散时间序列数据建模

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507966

D. Ramesh, Ashay Sinha, Suraj Singh

引用次数: 20

Bacterial Foraging Optimization Algorithm for CH selection and routing in wireless sensor networks 无线传感器网络中CH选择和路由的细菌觅食优化算法

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507882

P. Lalwani, Sagnik Das

引用次数: 27

Single notch band UWB BPF using square ring resonator 使用方环谐振器的单陷波带超宽带BPF

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507891

Yatindra Gaurav, A. Pandey, R. Chauhan

引用次数: 2

Using fuzzy c means and multi layer perceptron for data imputation: Simple v/s complex dataset 用模糊c均值和多层感知器进行数据输入:简单v/s复杂数据集

2016 3rd International Conference on Recent Advances in Information Technology (RAIT) Pub Date : 2016-03-03 DOI: 10.1109/RAIT.2016.7507901

S. Azim, Swati Aggarwal

引用次数: 9