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2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2)最新文献

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Prognostic Biomarker Identification for Pancreatic Cancer by Analyzing Multiple mRNA Microarray and microRNA Expression Datasets 通过分析多个mRNA微阵列和microRNA表达数据集来鉴定胰腺癌的预后生物标志物
Azmain Yakin Srizon, Md. Al Mehedi Hasan
Having the five-year survival rate of approximately 5%, currently, the fourth leading reason for cancer-related deaths is pancreatic cancer. Previously, various works have concluded that early diagnosis plays a significant role in improving the survival rate and different online tools have been used to identify prognostic biomarker which is a long process. We think that the statistical feature selection method can provide a better and faster result here. To establish our statement, we selected three different mRNA microarray (GSE15471, GSE28735 and GSE16515) and a microRNA (GSE41372) dataset for identification of differentially expressed genes (DEGs) and differentially expressed microRNAs (DEMs). By using a parametric test (Student’s t-test), 178 DEGs and 16 DEMs were selected. After identifying target genes of DEMs, we selected two DEGs (ECT2 and NRP2) which were also identified among DEMs target genes. Furthermore, overall survival analysis confirmed that ECT2 and NRP2 were correlated with inadequate overall survival. Hence, we concluded that for pancreatic cancer, a parametric test like Student’s t-test can perform better for biomarker identification, and here, ECT2 and NRP2 can act as possible biomarkers. All the resources, programs and snippets of our literature can be discovered at https://github.com/Srizon143005/PancreaticCancerBiomarkers.
目前,胰腺癌的5年生存率约为5%,是癌症相关死亡的第四大原因。以前,各种工作已经得出结论,早期诊断对提高生存率起着重要作用,并且使用了不同的在线工具来识别预后生物标志物,这是一个漫长的过程。我们认为统计特征选择方法在这里可以提供更好更快的结果。为了证实我们的观点,我们选择了三种不同的mRNA芯片(GSE15471、GSE28735和GSE16515)和一个microRNA (GSE41372)数据集来鉴定差异表达基因(DEGs)和差异表达microRNA (dem)。通过参数检验(学生t检验),选取了178个deg和16个dem。在确定了DEMs的靶基因后,我们选择了两个DEGs (ECT2和NRP2),它们也在DEMs的靶基因中被鉴定出来。此外,总生存分析证实,ECT2和NRP2与总生存不足相关。因此,我们得出结论,对于胰腺癌,参数检验(如Student’s t检验)可以更好地识别生物标志物,在这里,ECT2和NRP2可以作为可能的生物标志物。我们所有的资源、节目和文献片段都可以在https://github.com/Srizon143005/PancreaticCancerBiomarkers上找到。
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引用次数: 0
Design of the ABS polymer based multimode planar large core 1x2 splitter fabricated by 3D printing technology 基于ABS聚合物的多模平面大芯1x2分路器的3D打印设计
Mehedi Hasan, Muzammal Hoque, Md. Mehedi Hashan Jony, M. H. Kabir
The aim of this research is to describe the design and construction process of a microchannel as a multimode lx2 Y-groove optical planar power splitter which will be cost effective and analyzed for short haul backbone optical communication systems. The splitter was designed by using Solidworks software for connecting with specific lmm core diameter fiber and fabricated directly by an FDM 3D printer. NOA glue were used to fill up the core, on the other hand, the design structure of substrate and cover layers was fabricated by ABS polymer. Then, an efficient ultra-smoothing technique was applied and the insertion losses of the splitter were measured.
本研究的目的是描述一个多模lx2 y槽光平面功率分路器的微通道的设计和建造过程,该微通道将具有成本效益并分析用于短距离骨干光通信系统。采用Solidworks软件设计并连接特定芯径lmm的光纤,采用FDM 3D打印机直接制作。采用NOA胶填充芯层,基材和覆盖层的设计结构采用ABS聚合物制备。然后,采用一种高效的超平滑技术,测量了分路器的插入损耗。
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引用次数: 1
Extended Noise Adaptive Binary Pattern for Garments Pattern Classification 基于扩展噪声自适应二值模式的服装图案分类
A. Akter, Badal Chandra Mitra, Rahat Hossain Faisal, Md. Mostafijur Rahman
Garments and fashion industries play a vital role in our economy. The automatic classification and recognition of garments design class may help in development of fashion industry. For this purpose, different feature descriptors have been proposed to extract discriminative information from the garments texture images. In this paper we proposed a new descriptor namely Extended Noise Adaptive Binary Pattern (ENABP). To evaluate this descriptor, we use two different publicly available datasets (Fashion and Clothing attribute dataset). The experimental result shows that ENABP produces better accuracy than NABP and other existing descriptor.
服装和时尚产业在我们的经济中起着至关重要的作用。服装设计等级的自动分类与识别有助于服装产业的发展。为此,提出了不同的特征描述符来从服装纹理图像中提取判别信息。本文提出了一种新的描述符——扩展噪声自适应二值模式(ENABP)。为了评估这个描述符,我们使用两个不同的公开可用数据集(Fashion和Clothing属性数据集)。实验结果表明,与NABP和其他现有描述符相比,ENABP具有更好的精度。
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引用次数: 0
Cadmium Sulfide Nanoparticles: Synthesis and Characterization 硫化镉纳米颗粒:合成与表征
B. R. Bhattarai, Amrit Regmi, S. K. Gautam
Cadmium sulfide (CdS) nanoparticles were synthesized by wet chemical coprecipitation method using cadmium chloride and sodium sulfide as cadmium and sulfur sources, respectively. Ascorbic acid was used as capping agent. XRD analysis showed that the particles were present in hexagonal phase. The average particle size, using Debye-Scherer's equation, was found to be temperature dependent, 3.1 nm at $20^{circ}mathrm{C}$ and 3.4 nm at 45°C. The synthesized CdS nanoparticles revealed considerable blue shift in absorption edge compare to to the bulk CdS. They exhibited quantum size effect and showed an increase in band gap with the decrease in particle size. The average particles sizes obtained from XRD, TEM and UV-visible spectroscopy were found to be in good agreement with each other in the range 3-5 nm.
以氯化镉和硫化钠分别为镉源和硫源,采用湿化学共沉淀法合成了硫化镉纳米颗粒。用抗坏血酸作封盖剂。XRD分析表明,颗粒呈六方相。使用Debye-Scherer方程,发现平均粒径与温度有关,在$20^{circ} maththrm {C}$时为3.1 nm,在45°C时为3.4 nm。合成的CdS纳米粒子在吸收边表现出明显的蓝移。它们表现出量子尺寸效应,带隙随着粒子尺寸的减小而增大。XRD、TEM和uv -可见光谱的平均粒径在3 ~ 5 nm范围内基本一致。
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引用次数: 2
Bengali Handwritten Alphabet Recognition using Deep Convolutional Neural Network 使用深度卷积神经网络的孟加拉手写字母识别
Sifat Ahmed, Fatima Tabsun, Abdus Sayef Reyadh, Asif Imtiaz Shaafi, F. Shah
The technology of object recognition has advanced in recent times. There are so many models that performed brilliantly when used to detect English handwritten alphanumeric characters. But when it comes to Bengali handwritten character recognition, these predefined model slightly underperformed. The complexity of Bengali characters and unavailability of a good dataset are the main reasons for the underperformance of these models. So the problem still quite unsolved. But in Bengali digit recognition some of the models performed very well. We propose a Deep Convolutional Neural Network model to recognize Bengali handwritten alphabets. The dataset used in this experiment is pretty new and have not tested with DCNN models. Till now, our model achieves 95% accuracy in recognizing the alphabets.
近年来,物体识别技术有了很大的发展。有很多模型在检测英文手写字母数字字符时表现出色。但是当涉及到孟加拉手写字符识别时,这些预定义的模型略微表现不佳。孟加拉语字符的复杂性和缺乏好的数据集是这些模型性能不佳的主要原因。所以这个问题仍然没有解决。但在孟加拉语数字识别中,一些模型表现得非常好。我们提出了一个深度卷积神经网络模型来识别孟加拉语手写字母。在这个实验中使用的数据集是相当新的,还没有经过DCNN模型的测试。到目前为止,我们的模型在识别字母方面达到了95%的准确率。
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引用次数: 3
Detecting Third Umpire Decisions & Automated Scoring System of Cricket 检测第三裁判判罚及板球自动计分系统
Md. Kowsher, M. A. Alam, M. J. Uddin, Faisal Ahmed, M. Ullah, Md. Rafiqul Islam
For the time being, Cricket is an indisputably one of the most interesting game in the world, especially in the territory of South Asian. As human beings are prone to error, sometimes errors have happened to an umpire and about a constant time is taken by the third umpire for an exact decision of a review. The two different domains artificial intelligence and computer vision have become pop in cricket analysis and decision making. Using different types of computer vision’s procedures in exploring several Cricket cases and automatically turning into decisions have become exoteric in recent days. In this research paper, we have propounded a classification method by the aids of Convolutional Neural Network (CNN) with Inception V3 in order to automatically unroll the decisions of third umpire and scoring system such as umpire signal detection. We have also proposed the deep CNN technique that aids to increase the performance of CNN.
目前,板球无疑是世界上最有趣的运动之一,尤其是在南亚地区。由于人是容易犯错误的,有时一个裁判也会犯错误,而第三个裁判要花一定的时间才能做出准确的审查决定。人工智能和计算机视觉这两个不同的领域已经成为板球分析和决策的热门领域。最近几天,使用不同类型的计算机视觉程序来探索几个板球案例并自动做出决定已经变得非常开放。在本文中,我们提出了一种基于卷积神经网络(CNN)和Inception V3的分类方法,用于自动展开裁判信号检测等第三裁判和计分系统的判罚。我们还提出了有助于提高CNN性能的深度CNN技术。
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引用次数: 15
An Optimal LQG-DC Control for Compensating Voltage Fluctuation in a Single Area Power System 单区电力系统电压波动补偿的LQG-DC最优控制
Fariya Tabassum, M. S. Rana
In this technical brief an optimal linear-quadratic-Gaussian (LQG) control scheme is proposed for the robust control of an automatic voltage regulator (AVR) in a single area power system. In order to improve the overshoot damping efficiency of the system a damping compensator (DC) is incorporated with the LQG controller. The aim of this LQG-DC controller is to restore the nominal voltage of a grid isolated power system due to sudden load variation. The response of AVR system after implementing conventional proportional-integral-derivative (PID), linear-quadratic-regulator (LQR) and LQG controller is compared with the proposed LQG-DC control scheme to prove its efficacy.
本文提出了一种最优线性二次高斯(LQG)控制方案,用于单区域电力系统中自动电压调节器(AVR)的鲁棒控制。为了提高系统的超调阻尼效率,在LQG控制器中加入了阻尼补偿器(DC)。LQG-DC控制器的目的是恢复电网隔离电力系统因负载突然变化而产生的标称电压。采用传统的比例积分导数(PID)、线性二次调节器(LQR)和LQG控制器后,AVR系统的响应与LQG- dc控制方案进行了比较,证明了其有效性。
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引用次数: 1
Finger Movement Classification Based on Statistical and Frequency Features Extracted from Surface EMG Signals 基于表面肌电信号统计特征和频率特征的手指运动分类
Chyon Krishno Bhattachargee, Niloy Sikder, M. Hasan, A. Nahid
Anatomization of EMG signals is one of the building blocks of modern prostheses. As the goal is to build robotic arms whose functions are identical to the natural ones, EMG signals produced from various hand gestures and finger movements have received much attention in recent times. Surface EMG signals collected from the upper hand muscles show specific patterns for a particular finger movement, which is also true for combined (more than one) finger movements. Utilizing Digital Signal Processing (DSP), and Machine Learning (ML) techniques this paper proposes a novel method to distinguish among various EMG signals generated from ten different hand gestures. To reduce complexity and make the signals more understandable to the algorithm statistical and frequency features were extracted from the raw EMG signals and used for classification. In order to prove the effectiveness of the method, it was tested on a practical EMG dataset and the results of the experiments are presented.
肌电信号的解剖是现代假肢的基础之一。由于目标是制造功能与自然手臂相同的机械手臂,各种手势和手指运动产生的肌电信号近年来备受关注。从上手肌肉收集的表面肌电信号显示出特定手指运动的特定模式,这也适用于组合(多个)手指运动。利用数字信号处理(DSP)和机器学习(ML)技术,提出了一种新的方法来区分十种不同手势产生的各种肌电信号。为了降低复杂性,使算法更容易理解信号,从原始肌电信号中提取统计特征和频率特征并用于分类。为了验证该方法的有效性,在实际肌电数据集上进行了测试,并给出了实验结果。
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引用次数: 7
Bengali Informative Chatbot 孟加拉语信息聊天机器人
Md. Kowsher, M. A. Alam, M. J. Uddin, Md. Rafiqul Islam, Nuruzzaman Pias, Abu Rayhan Md Saifullah
Bengali Informative Chatbot (BIC) is an effective technique that helps a user to trace relevant information by Natural Language Processing (NLP). In this research paper, we introduce an algorithmic Bengali Informative Chatbot (BIC) based on information that is significant mathematically and statistically. This paper is demonstrated by two algorithms for finding out the lemmatization of Bengali words such as Trie and Dictionary Based Search by Removing Affix (DBSRA) as well as compared with Edit Distance for the exact lemmatization. We present the Bengali Anaphora resolution system using the Hobbs’ algorithm to get the correct expression of information. As the actions of chatbot replying algorithms, the TF-IDF and Cosine Similarity are developed to find out the accurate answer from the documents. In this study, we introduce a Bengali Language Toolkit (BLTK) and Bengali Language Expression (BRE) that make the easiest implication of our task. We have also developed Bengali root word’s corpus, synonym word’s corpus, stop word’s corpus and gathered 672 articles as questions and answers form the popular Bengali newspapers ‘The Daily Prothom Alo’ is our inserted information. For testing this system, we have created 19334 questions from the introduced information and got 97.22% accurate answer by proposed BIC.
孟加拉语信息聊天机器人(BIC)是一种利用自然语言处理(NLP)帮助用户追踪相关信息的有效技术。在本文中,我们介绍了一种基于数学和统计意义的孟加拉语信息聊天机器人(BIC)算法。本文介绍了三列法(Trie)和基于字典的去词缀搜索法(DBSRA)这两种孟加拉语词的词序查找算法,并与编辑距离法(Edit Distance)进行了比较。本文提出了一种利用Hobbs算法求解孟加拉语回指的系统,以获得正确的信息表达。作为聊天机器人应答算法的动作,开发了TF-IDF和余弦相似度,从文档中找到准确的答案。在这项研究中,我们引入了一个孟加拉语工具包(BLTK)和孟加拉语表达(BRE),使我们的任务最简单的含义。我们还开发了孟加拉语词根词语料库、近义词语料库、停顿词语料库,并从孟加拉语流行报纸中收集了672篇文章作为问答,《每日问答》是我们的插入信息。在系统的测试中,我们从引入的信息中创建了19334个问题,并得到了97.22%的正确率。
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引用次数: 2
Automated Biogas Grid for Sustainable Development in Rural Area 面向农村可持续发展的自动化沼气网
A. M. Jahirul Islam, J. Saha, K. Roy, A. Barua
At present, most of the people in rural areas use biomass such as wood, cow dung, jute sticks or other agricultural wastes for cooking in the clay stoves. Those traditional clay stoves not only inefficient but also poorly ventilated. As a result, they produce fine particles, aromatic hydrocarbons, carbon monoxide, and dioxins that cause air pollution. However, traditional biogas system accomplished in developing countries and some least developed countries (e.g. Bangladesh) are not automated. In this paper, an automated bidirectional business concept is introduced where both buyers and sellers are benefited at the same time in rural areas. In this community business model, people sell biogas from their micro biogas plant through the automated grid. This research is a master-slave wireless system based on Arduino that incorporates with payment system via a mobile application. RF pair along with transmitter and receiver is used in order to get transmitting and receiving biogas quantity and other signals for every user. In addition, an analytic calculation is done for the performance test of the proposed system.
目前,在农村地区,大多数人使用生物质,如木材、牛粪、黄麻棍或其他农业废弃物在粘土炉中烹饪。那些传统的粘土炉不仅效率低,而且通风不良。因此,它们会产生细颗粒、芳香烃、一氧化碳和二恶英,造成空气污染。然而,在发展中国家和一些最不发达国家(如孟加拉国)完成的传统沼气系统并不是自动化的。本文提出了农村地区买卖双方同时受益的自动化双向经营概念。在这种社区商业模式中,人们通过自动化电网出售微型沼气厂生产的沼气。本研究是一个基于Arduino的主从无线系统,通过移动应用程序与支付系统相结合。为了得到每个用户发送和接收的沼气量等信号,采用射频对配合发射器和接收器。此外,还对系统的性能测试进行了分析计算。
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引用次数: 0
期刊
2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2)
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