2007 International Conference on Intelligent and Advanced Systems最新文献

Face detection based on skin color in image by neural networks 基于图像肤色的神经网络人脸检测

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-12-01 DOI: 10.1109/ICIAS.2007.4658492

A. Mohamed, Ying Weng, S. Ipson, Jianmin Jiang

引用次数: 30

Brain machine interface: Classification of mental tasks using short-time PCA and recurrent neural networks 脑机接口:使用短时PCA和递归神经网络的心理任务分类

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-25 DOI: 10.1109/ICIAS.2007.4658565

C. Hema, M. Paulraj, Sazali Yaacob, A. H. Adom, R. Nagarajan

{"title":"Brain machine interface: Classification of mental tasks using short-time PCA and recurrent neural networks","authors":"C. Hema, M. Paulraj, Sazali Yaacob, A. H. Adom, R. Nagarajan","doi":"10.1109/ICIAS.2007.4658565","DOIUrl":"https://doi.org/10.1109/ICIAS.2007.4658565","url":null,"abstract":"Brain machine interface provides a communication channel between the human brain and an external device. Brain interfaces are studied to provide rehabilitation to patients with neurodegenerative diseases; such patients loose all communication pathways except for their sensory and cognitive functions. One of the possible rehabilitation methods for these patients is to provide a brain machine interface (BMI) for communication, using the electrical activity of the brain detected by scalp EEG electrodes. Classification of EEG signals extracted during mental tasks is a technique for designing a BMI. In this paper a BMI design using five mental task EEG signals from two subjects were studied, a combination of two tasks is studied per subject. An Elman recurrent neural network is proposed for classification of EEG signals. Principal component analysis is used for extracting features from the EEG signals. The EEG signal is classified into two tasks. Ten such task combinations are studied. Average classification accuracies varied from 75.5% to 100% with a testing error tolerance of 0.05. The classification performance of the proposed algorithm is found to be better compared to our earlier work using AR model features.","PeriodicalId":228083,"journal":{"name":"2007 International Conference on Intelligent and Advanced Systems","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121100950","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

Advanced computational geometry for proximity queries of convex polyhedras 凸多面体接近查询的高级计算几何

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-25 DOI: 10.1109/ICIAS.2007.4658446

K. Sundaraj, V. Retnasamy

引用次数: 2

Partitioning for a concept-based SoC design to address product evolution 划分基于概念的SoC设计，以解决产品演变问题

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-25 DOI: 10.1109/ICIAS.2007.4658601

W. Ahmed, A. Tazuddin, Wong Ming Ming, Liaw Tzy Renn, D. Myers

引用次数: 2

Model-based fault detection using parity equations applied to a petrochemical system 基于模型的奇偶方程故障检测在石化系统中的应用

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-01 DOI: 10.1109/ICIAS.2007.4658563

B. Khajali, J. Poshtan

引用次数: 0

Interactive Evolutionary Computation and density-based clustering for data analysis 数据分析中的交互式进化计算和基于密度的聚类

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-01 DOI: 10.1109/ICIAS.2007.4658356

C. S. Teh, Chwen Jen Chen

引用次数: 1

Embedding distributed learning algorithms in Wireless Ad-Hoc Control Networks 无线自组织控制网络中嵌入分布式学习算法

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-01 DOI: 10.1109/ICIAS.2007.4658403

A. Desmet, F. Naghdy, M. Ros

{"title":"Embedding distributed learning algorithms in Wireless Ad-Hoc Control Networks","authors":"A. Desmet, F. Naghdy, M. Ros","doi":"10.1109/ICIAS.2007.4658403","DOIUrl":"https://doi.org/10.1109/ICIAS.2007.4658403","url":null,"abstract":"With the advances in soft computing techniques and agent technologies, the concept of home ambient intelligence is becoming more and more realistic. Living in a building that adapts itself to the users and assists them in reducing their energy consumption is now within reach. The main technical barrier comes from hardware: servers and industrial control networks do not fit in a house. With the availability of dedicated wireless solutions and low-cost small computation units, the platform to implement task distribution in a control network is now feasible and cost efficient. This paper explores the possibilities of fitting a distributed learning algorithm for home ambient intelligence in a wireless network of sensors and actuators, driven by very limited microcontrollers. The chosen hardware platform is the WACNet: Wireless Ad-hoc Control Network. The concept of WACNet is introduced and the test-bed developed for its study is explained. The fuzzy learning algorithm is then introduced and its implementation is studied. The results of a test are provided and some conclusions are drawn, mainly focusing on accuracy and the algorithmpsilas response to different rule selection criterions.","PeriodicalId":228083,"journal":{"name":"2007 International Conference on Intelligent and Advanced Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122129565","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

The implementation of low cost Fuzzy Logic Controller for PLC TSX 37-21 tsx37 -21 PLC低成本模糊控制器的实现

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-01 DOI: 10.1109/ICIAS.2007.4658551

H. Ferdinando

引用次数: 7

A web-based interfaced Desktop Search Utility for Linux 一个基于web的桌面搜索工具，用于Linux

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-01 DOI: 10.1109/ICIAS.2007.4658441

A. Musa, J. Daniel, H. Lo, Dalwyn Wong

引用次数: 0

Design of a haptic device for teaching motion & dynamics 一种运动与动力学教学触觉装置的设计

2007 International Conference on Intelligent and Advanced Systems Pub Date : 2007-11-01 DOI: 10.1109/ICIAS.2007.4658554

H. Mohd Zaid, N. Zainuddin, S. Sulaiman

{"title":"Design of a haptic device for teaching motion & dynamics","authors":"H. Mohd Zaid, N. Zainuddin, S. Sulaiman","doi":"10.1109/ICIAS.2007.4658554","DOIUrl":"https://doi.org/10.1109/ICIAS.2007.4658554","url":null,"abstract":"The haptic interface or force feedback device improves the quality of human computer interaction by accommodating the sense of touch in a computer simulation. A haptic device enables a two way communication between the user and the host computer. The applications of force feedback device cover a wide area such as in medical training, systems for the visually impaired, engineering research, and creative art-work. The role of haptic feedback varies depending on the applications in question and the devices used. This includes haptic as a teaching tool, and a communication aid. Despite the benefits of haptic feedback, its deployment to support interactions in a virtual environment is still slow. This is due to the high cost of the haptic devices in the market. We address this issue by presenting a conceptual framework in designing and implementing a cost-effective haptic device; building on similar concepts obtained from existing technologies. The device is developed using those gadgets that are mainly available in-house. It is projected that haptic feedback generated from the device could benefit teaching abstract concepts to students.","PeriodicalId":228083,"journal":{"name":"2007 International Conference on Intelligent and Advanced Systems","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126839532","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