2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN)最新文献_第6页

A Study on Natural Language Processing Classified News 分类新闻的自然语言处理研究

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181355

Meng-Jin Wu, Tzu-Yuan Fu, Yao-Chung Chang, Chia-Wei Lee

引用次数: 2

Distress Screaming vs Joyful Screaming: An Experimental Analysis on Both the High Pitch Acoustic Signals to Trace Differences and Similarities 痛苦尖叫与快乐尖叫:两种高音声信号的实验分析与异同

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181340

Disha Handa, R. Vig

{"title":"Distress Screaming vs Joyful Screaming: An Experimental Analysis on Both the High Pitch Acoustic Signals to Trace Differences and Similarities","authors":"Disha Handa, R. Vig","doi":"10.1109/Indo-TaiwanICAN48429.2020.9181340","DOIUrl":"https://doi.org/10.1109/Indo-TaiwanICAN48429.2020.9181340","url":null,"abstract":"A shout, scream or yell is a loud vocalization in which air is passed through the vocal folds with greater force than is used in regular or close-distance vocalization. This process can be performed by any creature possessing lungs, including humans. A scream is a natural action, with a strong emotional aspect, like fear, pain, surprise, joy, anger, and others. But there is a difference between the scream in fear or pain and joy or surprise. This research is based on the study of such parameters those separates a scream of distress from a hoot in the joy of a person specifically women, having objective to design and develop security devices based on women emotions to provide them security. The present study has used high-reliability audio recordings to capture the acoustic features of both high pitch signals of women. Results indicated that perceptually categorized both the signals have distinct acoustic features. Distress scream reflect a slightly higher level of intensity than joyful scream. Moreover, the duration of the signal plays a vital role.","PeriodicalId":171125,"journal":{"name":"2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116048987","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

Analyzing and Exploring the Impact of Big Data Analytics in Sports Science 分析和探索大数据分析在体育科学中的影响

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181320

Gagandeep Kaur, G. Jagdev

{"title":"Analyzing and Exploring the Impact of Big Data Analytics in Sports Science","authors":"Gagandeep Kaur, G. Jagdev","doi":"10.1109/Indo-TaiwanICAN48429.2020.9181320","DOIUrl":"https://doi.org/10.1109/Indo-TaiwanICAN48429.2020.9181320","url":null,"abstract":"Big data is the first-ever use of data and statistics enabling to make effective decisions in professional sports. The primary focus of the research paper is to evaluate how the use of big data has benefited sports. The research work conducted in the paper focuses on extracting information from the constructed database as per user requirements. Two different databases have been constructed by gathering data from espncricinfo.com. The first database consists of the records of batsmen comprising 15 attributes relevant to the international career of the batsmen. The second database contains records of bowlers involving 16 attributes relevant to the international career of the bowlers. The research paper encompasses a detailed flowchart and an algorithm detailing the systematic approach followed to mine required data from the database. The research work conducted would enable any cricket fan or a layman to mine the information in which he/she is interested. The proper utilization of the data gathered from different sources like wearable devices enables coaches and team management to get the best out of the players. The research paper elaborates on the use of the Hortonworks Hue 2.2.0 framework in analyzing the gathered data and extracting information via appropriate tools of the framework as per need. The constructed database is uploaded into the framework and the queries and scripts are formatted to get results in tabular and graphical form. The research work would enable coaches and instructors to select best batsmen and outstanding bowlers to construct a strong team via mining the relevant databases and come out with the best outcome. The research work would even enable general masses to built their own teams after analyzing the past performance of different batsmen and bowlers and construct their own teams and participate in fantasy gaming platforms like Dream11, MyTeam11, Howzat, etc.","PeriodicalId":171125,"journal":{"name":"2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123594888","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

A Novel IoT-based Framework for Indoor Rescue Operations 一种新的基于物联网的室内救援行动框架

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181370

Preetinder Singh Brar, Jaiteg Singh

引用次数: 1

Application of Deep Association for Real Time Pedestrian Tracking 深度关联在实时行人跟踪中的应用

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181317

Chuan-Yu Chang, Y. Lin, You-Da Su

引用次数: 0

Unobtrusive and Non-Invasive Human Activity Recognition using Kinect Sensor 使用Kinect传感器的不显眼和非侵入性人类活动识别

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181359

Shalini Nehra, J. Raheja

引用次数: 0

Using Quantization-Aware Training Technique with Post-Training Fine-Tuning Quantization to Implement a MobileNet Hardware Accelerator 利用量化感知训练技术和训练后微调量化实现MobileNet硬件加速器

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181327

Ching-Che Chung, Wei-Ting Chen, Ya-Ching Chang

引用次数: 1

An Efficient Blockchain Based Authentication Scheme to Secure Fog Enabled IoT Devices 一种有效的基于区块链的认证方案，以保护启用雾的物联网设备

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181356

Jaideep Kaur Mudhar, S. Kalra, J. Malhotra

{"title":"An Efficient Blockchain Based Authentication Scheme to Secure Fog Enabled IoT Devices","authors":"Jaideep Kaur Mudhar, S. Kalra, J. Malhotra","doi":"10.1109/Indo-TaiwanICAN48429.2020.9181356","DOIUrl":"https://doi.org/10.1109/Indo-TaiwanICAN48429.2020.9181356","url":null,"abstract":"IoT Devices have revolutionized how people interact with each other and their surroundings, with Gartner predicting 50 billion devices by 2020. IoT devices emerging from WSN to RFIDs are capable of sensing, actuating and sharing data but are resource-constrained devices meaning these devices have limited memory, storage, and computation power. Thus, IoT devices are incapable of securing themselves from various security and privacy threats. Moreover, current Cloud-IoT architectures are centralized; managed and controlled by Trusted Third parties also individuals have no control over their data. Fog-IoT integration has better latency, response time and is much secure compared to Cloud-IoT integration. Recently, Blockchain emerged as a decentralized, highly trusted and tamper-proof technology. In this paper, we proposed a blockchain-based scheme for secure User authentication access to Fog enabled IoT devices. The proposed scheme utilizes the Ethereum Smart Contract. We developed our smart contract using Solidity language with Remix-IDE and tested its functionalities on two test networks Test RPC (Ganache) and Rinkeby Test Network. We also analyzed security vulnerabilities of our smart contract on the ChainSecurity analyzing tool.","PeriodicalId":171125,"journal":{"name":"2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130805186","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: 6

Smart Glasses Application System for Visually Impaired People Based on Deep Learning 基于深度学习的视障人士智能眼镜应用系统

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181366

Jyun-You Lin, Chi-Lin Chiang, Meng-Jin Wu, Chih-Chiung Yao, Ming-Chiao Chen

{"title":"Smart Glasses Application System for Visually Impaired People Based on Deep Learning","authors":"Jyun-You Lin, Chi-Lin Chiang, Meng-Jin Wu, Chih-Chiung Yao, Ming-Chiao Chen","doi":"10.1109/Indo-TaiwanICAN48429.2020.9181366","DOIUrl":"https://doi.org/10.1109/Indo-TaiwanICAN48429.2020.9181366","url":null,"abstract":"The recent development of deep learning has promoted object detection to make rapid progress. In recent years, smart wearable technology is rapidly becoming part of everyday life, including watches, glasses and many other wearable items have been enriched with technology. In this study, we propose a smart glasses application system for visually impaired people based on deep learning. The system can use voice response to visually impaired people about the objects in front of them by uploading the photos to our backend object detection system through the camera function of smart glasses, and then download the text descriptions of the result and then use the text-to-speech function. According to the experimental results, the proposed system takes 3.788 seconds from uploading photos to making voice results, and the success rate of object detection is 96.3%. We hope that this application system can assistant visually impaired people to understand the surrounding environment and interact more closely with the people around them to improve the quality of life of them.","PeriodicalId":171125,"journal":{"name":"2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131980342","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

Neurogenetic Modeling of Moisture Sorption Isotherms in Dried Acid Casein 干燥酸性酪蛋白吸湿等温线的神经遗传学模拟

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) Pub Date : 2020-02-01 DOI: 10.1109/Indo-TaiwanICAN48429.2020.9181318

Adesh K. Sharma, A. Bhatia, Anurag Kulshrestha, I. K. Sawhney

{"title":"Neurogenetic Modeling of Moisture Sorption Isotherms in Dried Acid Casein","authors":"Adesh K. Sharma, A. Bhatia, Anurag Kulshrestha, I. K. Sawhney","doi":"10.1109/Indo-TaiwanICAN48429.2020.9181318","DOIUrl":"https://doi.org/10.1109/Indo-TaiwanICAN48429.2020.9181318","url":null,"abstract":"A hybrid computational neurogenetic modeling (CNGM) algorithm has been investigated to predict moisture sorption isotherms in dried acid casein powder at three temperatures, i.e., 25, 35 and 45 degrees centigrade, and over water activity range of 0.11-0.97. The neurogenetic model was developed using a novel algorithm, which was utilized for training neural network rather than traditional learning methods like error back-propagation method. Also, six conventional empirical models, viz., Oswin, Smith, Halsey, Caurie, modified Mizrahi and Guggenheim-Anderson-de Boer (GAB) models were considered from elsewhere (that were fitted to the same data as used in this study) for comparison of the neurogenetic models' prediction potential. Accordingly, neurogenetic and GAB (best among the conventional models studied) models predicted sorption isotherms with accuracy, in terms of root mean squared percent error, ranging as 0.18-0.26 and 1.93-5.78 for adsorption; and 0.17-0.39 and 1.40-5.01 for desorption, respectively. Evidently, neurogenetic models outperformed conventional empirical sorption models. Hence, it is deduced that hybrid CNGM approach is potentially intelligent precision modeling tool for predicting adsorption and desorption isotherms in dried acid casein powder.","PeriodicalId":171125,"journal":{"name":"2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133022135","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