2017 11th International Conference on Intelligent Systems and Control (ISCO)最新文献_第9页

Medical distress prediction based on Classification Rule Discovery using ant-miner algorithm 基于分类规则发现的医疗事故预测

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855959

M. Durgadevi, R. Kalpana

{"title":"Medical distress prediction based on Classification Rule Discovery using ant-miner algorithm","authors":"M. Durgadevi, R. Kalpana","doi":"10.1109/ISCO.2017.7855959","DOIUrl":"https://doi.org/10.1109/ISCO.2017.7855959","url":null,"abstract":"Enormous data mining techniques were used for disease prediction among which only a few have employed feature selection. The prediction knowledge for disease diagnosis highly depends on the subjective knowledge of the experts. Developing a disease prediction model in time can help us to overcome the medical distress. In this paper, three feature selection strategies namely, HS, MS and TS are devised to obtain the valuable subset of relevant features for reducing the dimensionality of multiple attributes. This work proposed a modified ant-miner algorithm to extract the classification rules from the data. Three benchmarked datasets (Cleveland, Pima and Wisconsin) from the UCI machine learning repository were used to analyze effectiveness of the proposed model. The obtained results clearly shows that the modified ant-miner outperforms the other top data mining classification algorithms like the CN2, RBF, Adaboost and Bagging in terms of accuracy. Thus the proposed model is capable of producing good results with fewer features and serves as a suitable tool for eliciting and representing the expert's decision rules with an effective support for solving disease prediction problem.","PeriodicalId":321113,"journal":{"name":"2017 11th International Conference on Intelligent Systems and Control (ISCO)","volume":"7 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":"114312024","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: 5

A critical review on wavelet based feature extraction for Iris Recognition 基于小波的虹膜识别特征提取综述

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855988

Prajakta Balap, S. Khoje, P. Pardeshi

引用次数: 1

Network virtualization system for security in cloud computing 云计算中的安全网络虚拟化系统

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856014

A. R, Jayashree Agarkhed, S. Patil

引用次数: 10

Design of a high gain, Temperature Compensated Biomedical Instrumentation Amplifier for EEG Applications 一种用于脑电图的高增益、温度补偿生物医学仪器放大器的设计

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856001

Aditi Jain, Kavindra Kandpal

引用次数: 1

A review - different scheduling algorithms in cloud computing environment 综述了云计算环境下不同的调度算法

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855977

Neeta Patil, Deepak Aeloor

引用次数: 25

Two degree of freedom controller optimization using GA for shell and tube heat exchanger 基于遗传算法的管壳式换热器二自由度控制器优化

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855651

Haresh A. Suthar, Jagrut J. Gadit

{"title":"Two degree of freedom controller optimization using GA for shell and tube heat exchanger","authors":"Haresh A. Suthar, Jagrut J. Gadit","doi":"10.1109/ISCO.2017.7855651","DOIUrl":"https://doi.org/10.1109/ISCO.2017.7855651","url":null,"abstract":"Design of control system demands optimization of many variables simultaneously, which results in problem of multiobjective optimization. The control degree of freedom is defined as the number of variables that can be controlled in the system. Hence, two-degree-of-freedom (abbreviated as 2DOF) PID control system has advantages over one degree-of-freedom (abbreviated as 1DOF) PID control system. One degree-of-freedom PID controller is used where there are two distinct objectives such as set-point tracking and disturbance rejection. The main objective of 2DOF controller is to control both set point tracking and disturbance rejection simultaneously. The process of heat exchanger which is widely used in process industry having two predominant disturbances one is due to flow variation of input fluid and second is due to temperature variation of input fluid. Hence, heat exchanger is selected as test bench to verify 2DOF control algorithm both for set point tracking and disturbance rejection. Recently, many evolutionary and nature inspired algorithm based controller tuning is attracted researchers due to their advantage to optimize parameters based on cost function, without any knowledge about process. Hence, optimization of 2DOF controller using genetic algorithm, for shell and tube heat exchanger system is proposed. MATLAB is used as software tool to verify 2DOF control strategy for heat exchanger system using genetic algorithm.","PeriodicalId":321113,"journal":{"name":"2017 11th International Conference on Intelligent Systems and Control (ISCO)","volume":"163 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":"121334698","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

Cross layer based QoS platform for multimedia transmission in MANET 基于跨层的MANET多媒体传输QoS平台

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856026

Mamata Rath, Bibudhendu Pati, B. K. Pattanayak

{"title":"Cross layer based QoS platform for multimedia transmission in MANET","authors":"Mamata Rath, Bibudhendu Pati, B. K. Pattanayak","doi":"10.1109/ISCO.2017.7856026","DOIUrl":"https://doi.org/10.1109/ISCO.2017.7856026","url":null,"abstract":"Transportable nodes in a healthy and demanding network set-up of Mobile Adhoc Network (MANET) are self-governing with self-configurable potential due to high occurrence of topology alteration and changeable rescheduling of the network mechanism during data communication. Due to simplicity of set up, the energetic networking system in MANET is very victorious in conditions where it is complicated to create communications system and infrastructure based network. Numerous routing protocols for MANETs accompanying real time applications have been developed, basic intention being optimal consumption of resource in resource limited situation, least power utilization using limited battery power of the highly short-lived mobile nodes and victorious real time data broadcast within their deadline. This paper presents an efficient Quality of Service architecture using inter layer communication with a highly efficient real time scheduler design at the network layer with improved RMA (Rate Monotonic Algorithm) and EDF(Earliest Deadline First) scheduling that efficiently schedules multiple real time applications without missing any of their deadline. Simulation results in NetSim ver 8 ensures healthier network performance in terms of better jitter, packet delivery ratio and network lifetime when compared with other similar Cross layer based approaches for video file transmission.","PeriodicalId":321113,"journal":{"name":"2017 11th International Conference on Intelligent Systems and Control (ISCO)","volume":"9 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":"121342997","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: 36

Agricultural crop monitoring using IOT - a study 利用物联网进行农作物监测——一项研究

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855968

adraig Whelan, Michele Magno

引用次数: 78

One-cycle control of brushless DC motor 无刷直流电动机单周期控制

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855971

S. Vijay, A. C.

引用次数: 0

Computational investigation to improve the External Quantum Efficiency of thin film tandem solar cell 提高薄膜串联太阳能电池外量子效率的计算研究

2017 11th International Conference on Intelligent Systems and Control (ISCO) Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855996

P. Dey, A. Prajapati, Jivesh Verma, T. Das

引用次数: 0