2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)最新文献

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Aco based wireless sensor network routing for energy saving 基于蚁群算法的无线传感器网络节能路由
Sonal Sharma, R. S. Kushwah
{"title":"Aco based wireless sensor network routing for energy saving","authors":"Sonal Sharma, R. S. Kushwah","doi":"10.1109/ICICCT.2017.7975178","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975178","url":null,"abstract":"Wireless Sensor network (WSN) is one of the most attractive fields for researchers. This paper studies about optimization techniques such as Weighted Compressive Data Aggregation (WCDA), Cluster-based Weighted Compressive Data Aggregation (CWCDA) & Ant Colony Optimization (ACO). WCDA & CWCDA are analyzed and discussed. WCDA & CWCDA algorithm is used for reducing energy consumption in WSN model. The simulation results of WCDA & CWCDA algorithms are shown in this paper in terms of sum of energy, percentage of dead nodes and packets send to base station nodes. Issues of WCDA & CWCDA algorithms are discussed and a required solution is proposed. Final simulation results of WCDA & CWCDA shows consumption of energy is minimized as compared to other approaches.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114991115","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: 8
Exploiting expectation maximization algorithm for sentiment analysis of product reviews 基于期望最大化算法的产品评论情感分析
Nilesh M. Shelke, S. Deshpande, V. Thakre
{"title":"Exploiting expectation maximization algorithm for sentiment analysis of product reviews","authors":"Nilesh M. Shelke, S. Deshpande, V. Thakre","doi":"10.1109/ICICCT.2017.7975226","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975226","url":null,"abstract":"Millions of comments are available on forums, Facebook, Tweeter, YouTube etc. Proper analysis of these huge comments can lead to solve many social, economic, political, business related questions which otherwise are difficult to understand and analyse. Proposed system explores the statistical approach for sentiment analysis of product reviews using expectation maximization algorithm. Systematic mathematical model has been developed for the proposed system.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114902880","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: 8
Anomaly detection in online social network: A survey 在线社交网络中的异常检测:综述
Ketan Anand, J. Kumar, Kunal Anand
{"title":"Anomaly detection in online social network: A survey","authors":"Ketan Anand, J. Kumar, Kunal Anand","doi":"10.1109/ICICCT.2017.7975239","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975239","url":null,"abstract":"Anomaly in Online Social Network can be referred as abnormal or unexpected behavior which deviates from majority of users. Due to popularity of social networking sites such as Facebook, Twitter etc., malicious activities have increased in recent past. Anomaly detection has become an important area for researchers to be looked upon. This survey gives an overview of existing techniques, which is further kept under two different types, structural based and behavioral based techniques for anomaly detection in social network. It also discusses major problem/s relating anomaly detection.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114597404","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: 28
Application of expert systems for agricultural crop disease diagnoses — A review 专家系统在农作物病害诊断中的应用综述
M. Deepthi, D. K. Sreekantha
{"title":"Application of expert systems for agricultural crop disease diagnoses — A review","authors":"M. Deepthi, D. K. Sreekantha","doi":"10.1109/ICICCT.2017.7975192","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975192","url":null,"abstract":"India has 1.4 million square-kilometers of land under cultivation and only about 39 percent is irrigated and other 61 percent is fully dependent on rain and if rain fails or gets delayed, crops fail driving debt ridden farmers to suicide. Agricultural output of India is the second largest in the world and India is second largest producer of cotton and one of the largest exporters of cotton in the world. An average farmer family owns 5 acres of agricultural land. Applications of state of art technologies may increase the productivity/ hectors. Expert system is a computer based programs. Expert systems have been successfully used in various scientific and business applications. Expert system is also available in agricultural operations to assists the farmers to identify the suitable crops for their farmland. Expert system helps to carry out crop management incredibly effective, efficient way and offers a lot of accurate results to the farmer production systems now-a-days. Authors have carried out a review on applications of expert system for or Disease Diagnoses of Crops around the world to make assessment of the ground realities on utilization of expert system by the farmers and benefits they realized. Authors are conducting a research on the design of Expert Systems for diagnosis of diseases for Paddy crop.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126767982","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
A feature based approach for sentiment analysis using SVM and coreference resolution 基于支持向量机和共参考分辨率的特征情感分析方法
Hari Krishna, Rahamathulla, Ali Akbar
{"title":"A feature based approach for sentiment analysis using SVM and coreference resolution","authors":"Hari Krishna, Rahamathulla, Ali Akbar","doi":"10.1109/ICICCT.2017.7975227","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975227","url":null,"abstract":"Online shopping is one of the most comfortable ways to shop in this new era of technology. People buy online products frequently and post their reviews about the products they have used. The viewpoint of the user will be in the form of tweets or product reviews which they post in an e-commerce site. These reviews will have significant role in deciding how far the products have been placed in peoples mind. These reviews will also help the manufacturers to improve the features of the product as required But it is a very difficult task to manually read the reviews and assign sentiment to them. This problem can be solved by creating an automated system in which we can analyze the reviews posted by the users and extract the users perception about a particular feature. In this work we have developed a procedure for ‘feature based sentiment analysis’ by using a classifier called Support Vector Machine.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126976637","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: 23
Performance improvement of CUDA applications by reducing CPU-GPU data transfer overhead 通过减少CPU-GPU数据传输开销来提高CUDA应用程序的性能
N. V. Sunitha, K. Raju, N. Chiplunkar
{"title":"Performance improvement of CUDA applications by reducing CPU-GPU data transfer overhead","authors":"N. V. Sunitha, K. Raju, N. Chiplunkar","doi":"10.1109/ICICCT.2017.7975190","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975190","url":null,"abstract":"In a CPU-GPU based heterogeneous computing system, the input data to be processed by the kernel resides in the host memory. The host and the device memory address spaces are different. Therefore, the device can not directly access the host memory. In CUDA programming model, the data is moved between the host memory and the device memory. This data transfer is a time consuming task. The communication overhead can be hidden by overlapping the data transfer and the kernel execution. CUDA streams provide a means for overlapping data transfer and the kernel execution. In this paper we explore the effects of overlapping data transfer and the kernel execution on overall execution time of some CUDA applications. The results show that the usage of the different levels of concurrency supported by the streams enhances the performance of the CUDA applications.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127573208","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: 12
Study of performance of transmit beamforming and MU-MIMO mechanisms in IEEE 802.11ac WLANs IEEE 802.11ac无线局域网中发射波束形成和MU-MIMO机制的性能研究
N. S. Ravindranath, Inder Singh, A. Prasad, V. S. Rao
{"title":"Study of performance of transmit beamforming and MU-MIMO mechanisms in IEEE 802.11ac WLANs","authors":"N. S. Ravindranath, Inder Singh, A. Prasad, V. S. Rao","doi":"10.1109/ICICCT.2017.7975233","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975233","url":null,"abstract":"Transmit beamforming and Multi User MIMO (MU MIMO) are key features in the 802.11ac WLAN standard. In this paper, we study these features and analyze the approaches suggested in the literature for enhancing the performance of 802.11ac WLANs using these features.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123047724","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
Face detection on distorted images by using quality HOG features 基于高质量HOG特征的失真图像人脸检测
J.A. Mahajan, A. Paithane
{"title":"Face detection on distorted images by using quality HOG features","authors":"J.A. Mahajan, A. Paithane","doi":"10.1109/ICICCT.2017.7975236","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975236","url":null,"abstract":"Here, evaluate the abasement in execution of well known and effective face detector when human captured picture quality is corrupted by additive gaussian noise and blur. It is observed that, inside a specific scope of recognized picture quality, an adequate increase in picture quality can improve face detection performance. These results can be utilized to guide data transfer capacity which regards with face detection task. A new face detector based on QualHOG features is proposed for robust face detection that increases image indicative Histogram of Oriented Gradients (HOG) features with perceptual quality-aware spatial Natural Scene Statistics (NSS) features. The new detector provides significant improvement in tolerance to image distortion. To improve this research, new face database containing face and non-face patches from pictures by variety of common distortion types and levels were created. Here we used 347 faces and 1287 non-faces database.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123033564","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
Towards an extensible web usage mining framework for actionable knowledge 为可操作的知识提供一个可扩展的web使用挖掘框架
N. Pushpalatha, S. S. Reddy
{"title":"Towards an extensible web usage mining framework for actionable knowledge","authors":"N. Pushpalatha, S. S. Reddy","doi":"10.1109/ICICCT.2017.7975232","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975232","url":null,"abstract":"With the emergence of Web 2.0 applications that bestow rich user experience and convenience without time and geographical restrictions, web usage logs became a goldmine to researchers across the globe. User behaviour analysis in different domains based on web logs has its utility for enterprises to have strategic decision making. Business growth of enterprises depends on customer-centric approaches that need to know the knowledge of customer behaviour to succeed. The rationale behind this is that customers have alternatives and there is intense competition. Therefore business community needs business intelligence to have expert decisions besides focusing customer relationship management. Many researchers contributed towards this end. However, the need for a comprehensive framework that caters to the needs of businesses to ascertain real needs of web users. This paper presents a framework named eXtensible Web Usage Mining Framework (XWUMF) for discovering actionable knowledge from web log data. The framework employs a hybrid approach that exploits fuzzy clustering methods and methods for user behaviour analysis. Moreover the framework is extensible as it can accommodate new algorithms for fuzzy clustering and user behaviour analysis. We proposed an algorithm known as Sequential Web Usage Miner (SWUM) for efficient mining of web usage patterns from different datasets. We built a prototype application to validate our framework. Our empirical results revealed that the framework helps in discovering actionable knowledge.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115163223","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
Extensions of open core protocol and their high level verification using system verilog and UVM 开放核心协议的扩展及其使用系统verilog和UVM的高级验证
Gopika Rani Alekhya Pamarthy, M. Prakash, Avinash Yadlapati
{"title":"Extensions of open core protocol and their high level verification using system verilog and UVM","authors":"Gopika Rani Alekhya Pamarthy, M. Prakash, Avinash Yadlapati","doi":"10.1109/ICICCT.2017.7975244","DOIUrl":"https://doi.org/10.1109/ICICCT.2017.7975244","url":null,"abstract":"Today's scenario of semiconductor technology is a tremendous innovation, System on chip (SOC) design is of a great number of Intellectual property (IP) Cores which requires an efficient protocol for all types of operations. Large scale SOC gets more demanding due to the unavoidable importance for IP reuse, complexity and abridging the design time while encouraging IP core reusability for SOC designs. Extended modes of a non-proprietary protocol like Open core protocol (OCP) are more efficient. OCP comes under socket based interface and openly licensed core concentric protocol. This paper addresses on the verification of implemented design of Extended OCP. The proposed paper is to verify the implemented design by using System Verilog and Universal Verification Methodology (UVM) in SimVision tool.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"169 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121974254","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
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