2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)最新文献

Smart Sentiment Analyzer for Bengali-English based on Hybrid Model 基于混合模型的智能孟加拉语-英语情感分析

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303512

S. Noor, Abu Shafin Mohammad Mahdee Jameel, M. N. Huda

引用次数: 2

Identification of Biomarkers for Head and Neck Cancer by Analyzing Multiple mRNA Expression Datasets 通过分析多个mRNA表达数据集鉴定头颈癌的生物标志物

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303555

Kazi Amit Hasan, Md. Al Mehedi Hasan

{"title":"Identification of Biomarkers for Head and Neck Cancer by Analyzing Multiple mRNA Expression Datasets","authors":"Kazi Amit Hasan, Md. Al Mehedi Hasan","doi":"10.1109/ICECTE48615.2019.9303555","DOIUrl":"https://doi.org/10.1109/ICECTE48615.2019.9303555","url":null,"abstract":"Identifying biomarkers play a vital role in some clinical applications like diagnosis, prognosis, and drug selecting. Being the fifth common and frequent cancer in the world and having a poor survival rate, it makes Head and Neck squamous cell carcinoma (HNSCC) one of the most studied concern. Knowing the lack of effective and reliable biomarkers along with its high mortality rate, finding biomarkers from deferentially expressed genes can reduce the mortality rate. In our research paper, we studied different mRNA micro-array datasets (GSE6631 and GSE12452) for the identification of deferentially expressed genes. With the implementation of a parametric test (Student’s t-test) to identify the deferentially expressed genes with log fold change values. With careful inspection, we found a list of deferentially expressed genes consist of 365 up-regulated and 283 down-regulated genes in total by using Student t-test while keeping the p-value less than 0.05. Finally, after extensive analysis, two genes (PSPH and DST) were selected among them. With an overall endurance inspection, it indicates that PSPH and DST were associated with overall durability. Consequently, PSPH and DST can be the possible biomarkers and can act as a therapeutic objective to enhance the survival rate of Head and Neck Cancers. All the files and code which we used in this research paper are available at https://github.com/AmitHasanShuvo/BiomarkersHNSC","PeriodicalId":320507,"journal":{"name":"2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127158900","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

A Novel Beamspace Channel Estimation Technique for Millimeter Wave Massive MIMO Systems 一种新的毫米波海量MIMO系统波束空间信道估计技术

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303527

Prosenjit Paul, M. Mowla

引用次数: 2

Security in Wireless Multicast Networks with Exponential Correlation over Nakagami-m Fading Channels Nakagami-m衰落信道下指数相关无线组播网络的安全性

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303545

R. Sultana, M. Sarkar, M. S. Hossain

引用次数: 0

Performance Comparison of Opportunistic Relaying in Nakagami-m and Rician-k Fading Channels Focusing on Wireless Security 基于无线安全的Nakagami-m和Rician-k衰落信道机会中继性能比较

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303566

S. Shabab, M. Ritu, M. Sarkar, A. S. M. Badrudduza, M. K. Kundu

引用次数: 0

Design and Implementation of a Drain Cleaner Robotic Vehicle 排水清洁机器人车辆的设计与实现

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303536

Md. Shahnauze Ahsan, Mohammed Saifuddin Munna, Abu Nayeem

引用次数: 2

A Communicative Computer Generated Hologram for Security in Communication System Using Fraunhofer Algorithm 基于夫琅和费算法的通信计算机生成的安全全息图

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303519

M. R. Hossain, O. Mojumder, A. Haque

引用次数: 0

Energy Efficient Massive MIMO 5G System with ZF Receiver 采用采埃孚接收机的节能大规模MIMO 5G系统

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303583

Tamanna Hossain, Md. Yeakub Ali, Md. Munjure Mowla

引用次数: 5

Galvanic Skin Response signal based Cognitive Load classification using Machine Learning classifier 基于皮肤电反应信号的机器学习分类器认知负荷分类

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303564

M. E. Elahi, Iffath Binta Islam

{"title":"Galvanic Skin Response signal based Cognitive Load classification using Machine Learning classifier","authors":"M. E. Elahi, Iffath Binta Islam","doi":"10.1109/ICECTE48615.2019.9303564","DOIUrl":"https://doi.org/10.1109/ICECTE48615.2019.9303564","url":null,"abstract":"Cognitive load (CL) classification is an important research issue in the human-computer interaction paradigm. It is evident from recent research that Galvanic Skin Response (GSR) can be used to sense cognitive load. CL analysis is important for understanding the mental growth of the child and the psychology of patients going through the different traumatic situation. Inspired by such a novel application, this model is designed. In this work, a technique has been demonstrated to measure and evaluate the level of human cognitive load for different tasks by collecting GSR from 40 student participants. The students are asked to sit for a test to solve three different tasks — reading comprehension, solving mathematics, and cracking Sudoku. Time-domain features have been extracted from participant’s GSR signals while these tasks are being analyzed. Some parameters such as Correlation Dimension (CD), Lempel-Ziv Complexity (LZC), Hurst Exponent (HE) and Shannon Entropy (SE) are used to analyze CL and these are used as features while accomplishing classification. The Level of stress or cognitive load is strongly observed with the one-way ANOVA test and box-whisker plots. Next, several machine learning algorithms are used to classify the various level of cognitive load. Using the 10 fold cross-validation and Naïve Bayes algorithm 91.5% accuracy is obtained.","PeriodicalId":320507,"journal":{"name":"2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132989480","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

Statistical Channel Model at mmWave Band Inside High Speed Water Vehicle 高速水上交通工具毫米波波段信道统计模型

2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Pub Date : 2019-12-26 DOI: 10.1109/ICECTE48615.2019.9303530

Muhosina Aktar Mou, M. Mowla, Sumaiya Haq Aftabi Momo

{"title":"Statistical Channel Model at mmWave Band Inside High Speed Water Vehicle","authors":"Muhosina Aktar Mou, M. Mowla, Sumaiya Haq Aftabi Momo","doi":"10.1109/ICECTE48615.2019.9303530","DOIUrl":"https://doi.org/10.1109/ICECTE48615.2019.9303530","url":null,"abstract":"Recent research works anticipates development in technological applications related to marine wireless channels. This is the field of wireless channel model related research which is yet to be explored. This article provides channel model based on simulation inside high speed water vehicle over sea surface. Taking into account both the limitations of millimeter wave technique over-the-sea surface propagation and enlarging demand of users led to this research on modeling maritime channel model inside high speed water vehicle. Both spatial and temporal characteristics with propagation delay parameters have been discussed in this work. This paper is focused on 38 and 60 GHz because of 38 GHz having the minimum water attenuation in sea environments and 60 GHz showing best performance in indoor short range communication. Our results and analysis using 5G and mmWave and simulated channel model will be advantageous for sea environments and indoor wireless communications in high speed water vehicle. The results presented here may facilitate improvements in the future researches in relevant works.","PeriodicalId":320507,"journal":{"name":"2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125355156","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