2018 International Conference on Advanced Computation and Telecommunication (ICACAT)最新文献

Integration Challenges of Wind Power on Power System Grid A Review 风电与电网的集成挑战综述

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933741

A. Gupta

引用次数: 4

High Level Synthesis Methodology for Exploring Loop Unrolling Factor and Functional Datapath 探索循环展开因子和功能数据路径的高级综合方法

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933661

Pallabi Sarkar, M. K. Naskar, A. Sengupta

引用次数: 0

A Hybrid Approach Handwritten Character Recognition for Mizo using Artificial Neural Network 基于人工神经网络的Mizo手写体字符混合识别方法

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933728

J. Hussain, Vanlalruata

{"title":"A Hybrid Approach Handwritten Character Recognition for Mizo using Artificial Neural Network","authors":"J. Hussain, Vanlalruata","doi":"10.1109/ICACAT.2018.8933728","DOIUrl":"https://doi.org/10.1109/ICACAT.2018.8933728","url":null,"abstract":"In the past decade we have seen a rapid advancement in object recognition, however Mizo Handwritten Character Recognition (MHCR) remains an untapped field. In this study a handwritten is collected from 20 different writers each consisting of 456 Mizo characters. In total 20 X 456= 9120 characters are used for testing the proposed system. In this process of recognition, the challenging factor is due to the fact that Mizo handwritten consists of vowels character that are made up of multiple isolated blobs (pixel) such as circumflex (^) on top vowel character. This make segmentation of each individual character difficult and challenging. Therefore, to implement MHCR, a hybrid approach character segmentation using bounding box and morphological dilation is combined, which merges the isolated blobs of Mizo character into a single entity. A hybrid approach feature extraction using a combination of zoning and topological feature is implemented. These features are used for classification and recognition. To evaluated the performance of MHCR model an experiment is carried out using 4 different types of Artificial Neural Network Architecture. Each Architecture is compared and analysed. The Back Propagation Neural Network has the highest accuracy with a recognition rates of 98%. This proposed hybrid technique will help in building an automatic MHCR system for practical applications.","PeriodicalId":6575,"journal":{"name":"2018 International Conference on Advanced Computation and Telecommunication (ICACAT)","volume":"47 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85566604","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

Study and Analysis of Noise in CMOS Circuit Design using C5 model process technology 基于C5模型工艺技术的CMOS电路设计噪声研究与分析

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933721

Ayoush Johari, Soni Changlani

引用次数: 0

Non-Intrusive Intellectual Gaming CAPTCHA for Optimal Web Security 非侵入式智能游戏验证码优化网络安全

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933614

Deepika Rajpal, Abhigyan Tiwari

{"title":"Non-Intrusive Intellectual Gaming CAPTCHA for Optimal Web Security","authors":"Deepika Rajpal, Abhigyan Tiwari","doi":"10.1109/ICACAT.2018.8933614","DOIUrl":"https://doi.org/10.1109/ICACAT.2018.8933614","url":null,"abstract":"In the era of excessive internet usage, a turing test is required to oppose various attacks on websites by differentiating machine based activities from human. So, by concerning the security of a webpage; a CAPTCHA is tentatively very useful in the form of deformed text, mathematical, OTP (One Time Password), Audio, 3D, Graphical and Gaming CAPTCHA. CAPTCHA stands for Completely Automated Public Turing test to tell Computers and Humans Apart which is a test to identify whether the interacting user is human or a robot. Among various implemented techniques Gaming CAPTCHA is one of the highly secured CAPTCHAs which is trending now. Most of the gaming CAPTCHA are based on simple logics where user can solve it by dragging object to the target position and some are often difficult to solve even by human due to the difficulty level. A CAPTCHA should be as easier as human can solve within few seconds that would be almost impossible to solve by robot. Here, the proposed system is able to provide better level of security as compare to the existing CAPTCHAs. Proposed game possess high graphical interface along with attractive interaction that can inspire users to solve it without any annoyance. Proposed game requires speech based object recognition along with some logical moves that unhide input fields. Game has various AI problems at different phases that turn it more intellectual as compare to the earlier one. The motive of the system is to provide best level of security that cannot be cracked and able to replace the existing systems.","PeriodicalId":6575,"journal":{"name":"2018 International Conference on Advanced Computation and Telecommunication (ICACAT)","volume":"1 1","pages":"1-7"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80097479","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

Performance Evaluation of Density-Based Clustering Methods for Categorizing Web Robot Sessions 基于密度的网络机器人会话分类聚类方法的性能评价

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933782

Dilip Singh Sisodia, Namrata Verma

{"title":"Performance Evaluation of Density-Based Clustering Methods for Categorizing Web Robot Sessions","authors":"Dilip Singh Sisodia, Namrata Verma","doi":"10.1109/ICACAT.2018.8933782","DOIUrl":"https://doi.org/10.1109/ICACAT.2018.8933782","url":null,"abstract":"Web servers are flooded with programmed web scripts (termed as web robots or web crawlers) generated HTTP requests. The detection of web traffic generated by automated web scripts at server end is essential for blocking or at least minimizing the impact on server resources and services. Web robot sessions are characterized by their own navigational behavior and extracted features. Session labeling may be used for identification of robots by supervised learning. However, due to high frequency and dynamically changing behavior of robots session labeling is not feasible all the time. Therefore, in the absence of any label with generated session’s unsupervised learning prove very useful for segregating human and robot sessions. In this paper, the effectiveness of different density-based algorithms is evaluated on user session data. The user sessions are clustered in four possible categories such as human sessions, tentative human and robot sessions and tentative robots. The experiments are performed on five labeled datasets of varying session length. Three most popular density-based algorithms such as density-based spatial clustering with noise (DBSCAN), ordering points to identify the clustering structure (OPTICS), and density-based clustering (DENCLUE) are used for session clustering. The comparative performances of used clustering algorithms are evaluated using supervised and unsupervised validation indexes including Rand, Jaccard, Silhouette, and Davis-Bouldin index.","PeriodicalId":6575,"journal":{"name":"2018 International Conference on Advanced Computation and Telecommunication (ICACAT)","volume":"24 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88598441","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

Analysis of Static and Random Sink Node with Different Quality of Service Parameters 不同服务质量参数下静态与随机汇聚节点分析

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933610

H. Sharma, Rina Sharma

引用次数: 3

Modified Power over fiber link architecture for high power applications and its implementation challenges 高功率应用中改进的光纤供电体系结构及其实现挑战

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933772

A. Vyas

引用次数: 0

An Electricity Generation using Solar Power Steam Turbine 利用太阳能蒸汽轮机发电

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933663

Amul Kumbhare, Shivi Chaturvedi, Mrinal Kumar Puri, R. Rathore

引用次数: 1

Randomness Test for Wireless Physical Layer Key Generation 无线物理层密钥生成的随机性测试

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933725

R. Upadhyay, Shubham Singh, Vasundhara Trivedi, AnkitSoni

引用次数: 1