2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS)最新文献

Semi-supervised Learning Using Incremental Polynomial Classifier and Extreme Value Theory 基于增量多项式分类器和极值理论的半监督学习

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.60

Husam Al-Behadili, A. Grumpe, C. Wohler

{"title":"Semi-supervised Learning Using Incremental Polynomial Classifier and Extreme Value Theory","authors":"Husam Al-Behadili, A. Grumpe, C. Wohler","doi":"10.1109/AIMS.2015.60","DOIUrl":"https://doi.org/10.1109/AIMS.2015.60","url":null,"abstract":"The data in many real-world applications are streamed continuously which causes a variety of problems, e.g. Infinitely long data streams, concept drift, on-line or real-time classification and noise or outlier samples. To overcome these problems, the classifier should be updated continuously and it should have the ability to detect outliers. Since the size of the data set is growing with the duration of the data stream, the classifier should be updated incrementally without storing the whole training set. We present a polynomial classifier that efficiently detects the outliers using the extreme value theory in combination with confidence band intervals derived from regression techniques. All parameters are updated incrementally without requiring the old data. This approach makes the classifier suitable for on-line classification, since the processing time of the update is negligible with respect to the time required for processing the full training data set. In contrast to other novelty detection algorithms which work only with one-class systems, the proposed method can be applied in multi-class systems. The proposed algorithm is evaluated on an unbalanced multi-class gesture database. A comparison of the proposed method with the support vector data description classifier shows that it has superior properties.","PeriodicalId":121874,"journal":{"name":"2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125937592","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 Redesign of Grashof Incubator Concerning the Alternative Heating System and the Ergonomic Aspect 从替代加热系统和人体工程学角度对Grashof培养箱进行重新设计

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.86

B. Arthaya, C. Tesavrita, Priyatna Permana

{"title":"The Redesign of Grashof Incubator Concerning the Alternative Heating System and the Ergonomic Aspect","authors":"B. Arthaya, C. Tesavrita, Priyatna Permana","doi":"10.1109/AIMS.2015.86","DOIUrl":"https://doi.org/10.1109/AIMS.2015.86","url":null,"abstract":"Delivering neonatal babies is still happening in Indonesia and low incomes families often cannot afford to buy/rent baby incubators during the baby critical growing period. Charity groups are lending electrically driven Grashof incubators freely to whom that have financial difficulties. Free incubator still does not immediately solve the problem of the families as nowadays supply of electricity from our Indonesian State Electricity Company to some areas is not delivered constantly. As a result, electricity blackout appears frequently especially at under developed regions even in Jakarta regions.This issue makes such a tremendous anxiety for those families as the incubators heating system cannot work properly.Redesigning of heating system of the incubator will be the solution to the problem. The redesign is to find alternative energy sources that maintain cabin temperature when electricity is out. The new alternative energy a heat exchanger based on hot water flowing in a tubular heating system. The usability of the device is to be considered due to the current device cannot be suitably operated by common people, where some difficulties still appear when operating of the unit. The incubator must also be confidently safe for the neonatal babies and their parents.","PeriodicalId":121874,"journal":{"name":"2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122537619","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: 1

An Improved Quality of Service Using R-AODV Protocol in MANETs 在manet中使用R-AODV协议提高服务质量

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.69

S. Biradar, P. Kulkarni

{"title":"An Improved Quality of Service Using R-AODV Protocol in MANETs","authors":"S. Biradar, P. Kulkarni","doi":"10.1109/AIMS.2015.69","DOIUrl":"https://doi.org/10.1109/AIMS.2015.69","url":null,"abstract":"Mobile ad hoc Networks (MANETs) is a type of wireless ad hoc network which is a self-arranging network of mobile nodes connected by wireless links that create a discretionary topology. The mobile nodes are free to move randomly and to arrange themselves in a random manner. Thus, the wireless ad hoc network topology may expand rapidly and unpredictably. In Mobile ad hoc networks, the routing protocol plays an important role for improving Quality of Service (QoS). There are many different types of routing protocols such as reactive, proactive, and hybrid. In reactive routing protocol, AODV is a one which establishes routes on-demand, as they are needed. In this paper, we proposed a new routing protocol called Reverse Ad hoc On-Demand Distance Vector (R-AODV) routing which reduces route path fail correction messages and gives better performance than the original AODV routing protocol with respect to set of performance metric such as packet delivery ratio, throughput, energy consumption, and overhead under different pause time. We designed the R-AODV routing protocol and implemented with certain simulation parameters using Network Simulator (NS-2) tool. The performance analysis of routing protocol designed for wireless networks has been very challenging. Hence, simulations are always utilized to obtain the desired performance results.","PeriodicalId":121874,"journal":{"name":"2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114453489","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: 7

Modeling and Simulation Study for Dynamic Model of Brushless Doubly Fed Reluctance Machine Using Matlab Simulink 基于Matlab Simulink的无刷双馈磁阻电机动态模型建模与仿真研究

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.66

W. K. Song, D. Dorrell

引用次数: 1

On the Optimizing of LTE System Performance for SISO and MIMO Modes 基于SISO和MIMO模式的LTE系统性能优化研究

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.71

Ali Abdulqader Bin Salem, Yung-Wey Chong, Sabri M. Hanshi, T. Wan

引用次数: 3

Local Binary Patterns for Digital Image Watermarking 数字图像水印的局部二值模式

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.34

S. Chalamala, K. Kakkirala

引用次数: 6

Integration of Fuzzy C-Means with Correlation Template and Active Contour for Brain Lesion Segmentation in Diffusion-Weighted MRI 模糊c均值与相关模板和活动轮廓的融合在弥散加权MRI脑损伤分割中的应用

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.88

A. F. Muda, N. Saad, N. Waeleh, A. Abdullah, Low Yin Fen

引用次数: 8

Optimizing Cluster of Questions by Using Dynamic Mutation in Genetic Algorithm 基于动态变异遗传算法的问题聚类优化

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.81

Nur Suhailayani Suhaimi, Siti Nur Kamaliah, N. Arbin, Z. Othman

引用次数: 0

Decision Tree: Review of Techniques for Missing Values at Training, Testing and Compatibility 决策树:训练、测试和兼容性缺失值技术回顾

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.29

Sachin Gavankar, S. Sawarkar

引用次数: 27

Implementation of Greedy and Simulated Annealing Algorithms for Wireless Access Point Placement 贪婪和模拟退火算法在无线接入点布局中的实现

2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) Pub Date : 2015-12-01 DOI: 10.1109/AIMS.2015.35

Nila Feby Puspitasari, Hanif Al Fatta, F. W. Wibowo

{"title":"Implementation of Greedy and Simulated Annealing Algorithms for Wireless Access Point Placement","authors":"Nila Feby Puspitasari, Hanif Al Fatta, F. W. Wibowo","doi":"10.1109/AIMS.2015.35","DOIUrl":"https://doi.org/10.1109/AIMS.2015.35","url":null,"abstract":"Optimization of the access point layout is one of the issues in the field of networking. This issue is relating to the layout of access point on the Wireless Fidelity (Wi-Fi) network that requires theoretical consideration and analysis. Because of these requirements, a good mechanism is applied in the minimizing aspects between both cost and time on the implementation of WiFi network that used by network designer to organize the layout of the access points in the proper place. In addition, the signal strength obtained by measuring of the two nodes using in SSIDer application and the parameter used to measure the signal strength is the value of RSSI (Receive Signal Strength Indication) generated by the receiver. Not only that aspects used in the implementation of optimal placement of wireless access point, but measurement of the propagation of Line of Sight (LoS) and propagation Non Line of Sight (NLoS) is also considered in the aspect of measurement. The data obtained from the measurements are used to model layout of the access point using Greedy and Simulated Annealing application which has been built and tested. The results determined by application are coverage area and the position coordinates of the wireless acces point.","PeriodicalId":121874,"journal":{"name":"2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132139912","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: 9