2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)最新文献_第4页

“Can NLP techniques be utilized as a reliable tool for medical science?” - Building a NLP Framework to Classify Medical Reports “NLP技术能否被用作医学科学的可靠工具?”-建立一个分类医疗报告的NLP框架

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284834

Nafiz Sadman, Sumaiya Tasneem, Ariful Haque, Maminur Islam, M. Ahsan, Kishor Datta Gupta

{"title":"“Can NLP techniques be utilized as a reliable tool for medical science?” - Building a NLP Framework to Classify Medical Reports","authors":"Nafiz Sadman, Sumaiya Tasneem, Ariful Haque, Maminur Islam, M. Ahsan, Kishor Datta Gupta","doi":"10.1109/IEMCON51383.2020.9284834","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284834","url":null,"abstract":"Artificial intelligence persists on being a right-hand tool for many branches of biology. From preliminary advices and treatments, such as understanding if symptoms related to fever or cold, to critical detection of cancerous cell or classification of X-rays, traditional machine learning and deep learning techniques achieved remarkable feats. However, total dependency on machine-based prediction is yet a far fetched concept. In this paper, we provide a framework utilizing several Natural Language Processing (NLP) algorithms to construct a comparative analysis. We create an ensemble of top-performing algorithms to accomplish classification task on medical reports. We compare both the traditional machine learning and deep learning techniques and evaluate their probabilities of being reliable on analyzing medical diagnosis. We concluded that an ensemble approach can provide reliable outcomes with accuracy over 92% and that the current state of the art is unequipped to provide the result with the standard needed for health sectors but an ensemble of these techniques can be a pathway for future research direction.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"11 1","pages":"0159-0166"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78548659","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

Manual and Autonomous Mode based Navigation using Human Robot Interaction on a Robotic Vehicle 基于人机交互的机器人车辆手动和自主导航模式

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284945

Manasa Mainampati, B. Chandrasekaran

引用次数: 1

A Low-Power Tapered Matrix Distributed Amplifier for Ultra-Wide-Band Applications 一种用于超宽带应用的低功耗锥形矩阵分布式放大器

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284842

Mehrdad Harifi-Mood, Somayye Abbasi Avval, Abolfazl Bijari, Nabeeh Kandalaft

{"title":"A Low-Power Tapered Matrix Distributed Amplifier for Ultra-Wide-Band Applications","authors":"Mehrdad Harifi-Mood, Somayye Abbasi Avval, Abolfazl Bijari, Nabeeh Kandalaft","doi":"10.1109/IEMCON51383.2020.9284842","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284842","url":null,"abstract":"A fully integrated tapered matrix distributed amplifier (DA) for broadband applications is presented in this paper. The DA is designed in the TSMC 180 nm CMOS RF process. For the gain improvement, the proposed DA employs a matrix architecture to take advantage of the additive and multiplicative gain mechanisms simultaneously. In addition, tapered transmission line technique is used to mitigate power consumption. Also, the terminating resistor of the input transmission line is replaced with an optimized RL-network to ameliorate the noise curve of the DA. In the first stage, the DA used a tunable cascode amplifier as the gain cells to extend the bandwidth. Based on simulation results, the proposed DA with a 3-dB bandwidth of 19.5 GHz demonstrates a flat power gain (S21) of $12+1 text{dB}$. Throughout the frequency range, S11 and S22 of the DA are below than −10 dB. The noise figure (NF) varies between 5 ∼ 6.75 dB and the average third-order input intercept point (IIP3) in the operating band is −3.75 dBm. The proposed DA consumes a DC power of 25 mW from a 1-V supply.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"1 1","pages":"0815-0820"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78933175","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

Overcome IT Lab Challenge in COVID-19 with Windows-to-Go 使用Windows-to-Go克服COVID-19中的IT实验室挑战

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284830

Changshi Yang, Xianping Wang, Ying Luo, G. Stefanek

引用次数: 1

A Model to Enhance Governance Issues through Opinion Extraction 通过意见抽取来强化治理问题的模式

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284876

K. Shaukat, Talha Mahboob Alam, M. Ahmed, S. Luo, I. Hameed, Muhammad Shahid Iqbal, Jiaming Li, Muhammad Atif Iqbal

{"title":"A Model to Enhance Governance Issues through Opinion Extraction","authors":"K. Shaukat, Talha Mahboob Alam, M. Ahmed, S. Luo, I. Hameed, Muhammad Shahid Iqbal, Jiaming Li, Muhammad Atif Iqbal","doi":"10.1109/IEMCON51383.2020.9284876","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284876","url":null,"abstract":"We live in a world where data is expanding exponentially. Most of the data is unstructured when obtained through the web. Many organizations, institutes, and governments worldwide gather public views regarding their products, services, or policies. With thousands of reviews about some product, service, or policy, it is impossible to conclude some kind of final thought from it. To handle this, there is a desperate need for a model that can extract meaningful information from data to make correct and timely decisions for the efficient growth of business and smooth running of an organization or government. Otherwise, the practice of collecting and storing data will be ineffective. In this study, we focused on conducting an extensive public survey on issues of Southern Punjab, carry out appropriate processing on collected data and predict trends in public opinion for decision-making. Natural Language Processing (NLP) and Machine Learning (ML) have dealt with this problem. Different data preprocessing techniques have been utilized to remove the noise from data. Our experiments stated that unemployment, poverty, education, and corruption are the major issues of the targeted region. This study will help government officials and non-governmental organizations to be focused on the extracted issues in the specific region.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"6 1","pages":"0511-0516"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75762712","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: 13

Financial Time Series Stock Price Prediction using Deep Learning 使用深度学习的金融时间序列股票价格预测

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284879

M. Goyal

引用次数: 1

Development of a Low-cost LoRa based SCADA system for Monitoring and Supervisory Control of Small Renewable Energy Generation Systems 小型可再生能源发电系统监测与监控的低成本LoRa SCADA系统开发

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284933

Cherechi Ndukwe, M. Iqbal, J. Khan

{"title":"Development of a Low-cost LoRa based SCADA system for Monitoring and Supervisory Control of Small Renewable Energy Generation Systems","authors":"Cherechi Ndukwe, M. Iqbal, J. Khan","doi":"10.1109/IEMCON51383.2020.9284933","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284933","url":null,"abstract":"This paper presents the design and development of a low-cost, open-source LoRa based Supervisory Control and Data Acquisition (SCADA) system for monitoring and control of small-sized microgrids located in remote locations. The proposed system is based on the 4th SCADA generation (IoT based), which features the combination of connectivity of components for data sharing. The proposed system employs LoRa physical level communication as the communication channel, and comprises of voltage and current sensors that act as the field instrumentation devices to acquire electrical parameters from the system. It also features LEDs that represent actuators for control. An Arduino Uno microcontroller is employed as the Remote Terminal Unit (RTU) to receive the parameters and process them for ttransmission. The Chirpstack IOT server, Node-Red, Influxdb, and Grafana are all installed locally on the Raspberry Pi (Master Terminal Unit, MTU) for data processing, storage, monitoring, and remote control of the actuators. The proposed system was set up in the Electrical Engineering Laboratory of the Memorial University to monitor a 130 W, 12 V solar PV panel with batteries Connected for energy storage. The acquired data is published on dashboards created on Grafana for monitoring and control.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"59 1","pages":"0479-0484"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72722173","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

Customer Experience Management Platform (CEMP) 客户体验管理平台(CEMP)

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284824

M.P.M. Dias, U. Udunuwara, R.L. Weragama, P. M. Senadeera

引用次数: 0

Drones Swarm Recharging: Modeling Using Agent-Based Simulation 无人机群充电:基于agent的仿真建模

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284939

Leonardo Grando, E. Ursini, Paulo S. Martins

{"title":"Drones Swarm Recharging: Modeling Using Agent-Based Simulation","authors":"Leonardo Grando, E. Ursini, Paulo S. Martins","doi":"10.1109/IEMCON51383.2020.9284939","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284939","url":null,"abstract":"This work seeks to address one of the most critical problems of Flying Ad Hoc Networks (FANET), which is the issue of recharging batteries coordination. For recharges to be carried out in the best possible way, the number of load devices (Base Stations) should not be excessively high so as not to burden the network. On the other hand, it is also necessary that when the drones want to recharge, there must always be a source of energy available. For this, we propose internal estimators that provide intelligence to the drones to try to predict the next charger attendance rate. The drones will not have communication with each other to recharge coordination but will continue to communicate concerning other routine activities (note that this communication is not considered in the scope of this model), that is, for recharging the batteries' coordination, there will be no energy expenditure on communication. The verification of the suitability of the proposal is done through Agent-Based Simulation and the use of three different policies for decision making. This will enable an approach that aims to optimize the operation of the system through a Nash equilibrium.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"13 1","pages":"0094-0100"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88794703","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

Morphing Quadcopters: A Comparison Between Proposed and Prominent Foldable Quadcopters 变形四轴飞行器:建议和突出的可折叠四轴飞行器之间的比较

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284895

T. Tothong, James Samawi, Ameya Govalkar, K. George

引用次数: 3