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2017 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT)最新文献

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Classification of vehicles in traffic and detection faulty vehicles by using ANN techniques 基于人工神经网络技术的交通车辆分类与故障车辆检测
Ekrem Baser, Y. Altun
Number of vehicles in use worldwide per person and depending on this traffic accidents increase day by day. Until today, various studies have been made on detection of the faulty vehicles in traffic. This study; in accordance with this purpose, is realized in order to recognize, classify vehicles on a photo or video that captured on a autoban or road which has two lanes and detect faulty ones between them by using ANN(Artificial Neural Network) and image processing techniques. In this system that developed by using Convolutional Neural Network, the vehicles can be recognized, classified according to their vehicle types and faulty vehicles can be detected with drawing a frame around them.
全球人均车辆数量以及由此导致的交通事故日益增多。直到今天,人们对交通中故障车辆的检测进行了各种各样的研究。本研究;基于这一目的,采用人工神经网络(Artificial Neural Network, ANN)和图像处理技术对高速公路或双车道道路上拍摄的照片或视频中的车辆进行识别、分类,并检测出其中的故障车辆。该系统利用卷积神经网络对车辆进行识别、分类,并在车辆周围绘制框架,对故障车辆进行检测。
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引用次数: 3
Comparative study of heart disease classification 心脏病分类的比较研究
Simge Ekiz, P. Erdoğmuş
The aim of this paper is to compare two important machine learning platform results for the same dataset. With this aim, we conducted an experiment to classify heart disease both in Matlab© environment and WEKA©, by using six different algorithms. Linear SVM, Quadratic SVM, Cubic SVM, Medium Gaussian SVM, Decision Tree and Ensemble Subspace Discriminant machine learning approaches are used for classifying the heart disease.
本文的目的是比较两个重要的机器学习平台对同一数据集的结果。为此,我们分别在Matlab©和WEKA©环境下,使用六种不同的算法对心脏病进行分类实验。采用线性支持向量机、二次支持向量机、三次支持向量机、中高斯支持向量机、决策树和集合子空间判别机器学习方法对心脏病进行分类。
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引用次数: 31
Preparation of pH and temperature sensitive microspheres having magnetic properties and controlled drug delivery system 具有磁性的pH和温度敏感微球的制备及可控给药系统
Derman Doksöz, B. Taşdelen
In this study, thermoresponsive hydrogel microspheres, namely, poly(N-isopropylacrylamide) (PNIPAAm) were prepared by using an inverse suspension polymerization technique. The radiation-induced modification of PNIPAAm microspheres with itaconic acid (IA) was applied for synthesizing pH and thermoresponsive PNIPAAm-co-poly(itaconic acid) microspheres (PNIPAAm-co-PIA). The PNIPAAM-co-PIA microspheres were simply immersed with iron (Fe2+, Fe3+) ions. In order to investigate drug release behavior of the prepared microspheres, 5-Fluorouracil as a model drug, namely, anti-cancer drug.
本研究采用反相悬浮聚合法制备了热敏性水凝胶微球聚n -异丙基丙烯酰胺(PNIPAAm)。采用衣康酸(IA)对PNIPAAm微球进行辐照改性,制备了具有pH和热响应性的PNIPAAm-co- pia微球。将PNIPAAM-co-PIA微球简单浸入铁(Fe2+, Fe3+)离子中。为了研究制备的微球的药物释放行为,以5-氟尿嘧啶为模型药物,即抗癌药物。
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引用次数: 0
Remote controlled robotic arm design for biosafety cabinets 生物安全柜遥控机械臂设计
S. Berkay, T. Gokalp
Today Biosafety cabins are signed in various ways with the aim of preventing authorized personnel from being exposed to hazardous biological materials during laboratory work. In this work, our goal is to protect the authorized personnel from the possible infections and to provide a realistic work comfort. For this purpose, we design a remote control unit, which is simulates wrist movements simultaneously with accelerometer & gyroscope sensor or joystick circuit, to manage robotic arm with image-transferring system.
今天,生物安全舱以各种方式签署,目的是防止授权人员在实验室工作期间接触危险的生物材料。在这项工作中,我们的目标是保护授权人员免受可能的感染,并提供现实的工作舒适。为此,我们设计了一个遥控单元,该单元与加速度计和陀螺仪传感器或操纵杆电路同时模拟手腕运动,通过图像传输系统来管理机械臂。
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引用次数: 0
Effect of plant oil-based crosslinker on drug release behaviour of hydrogels 植物油基交联剂对水凝胶药物释放行为的影响
E. Koca, C. Evrensel, Gökhan Çaylı, Pinar Cakir Hatir
Thermoresponsive hydrogels have great potential in biomedical applications such as drug delivery systems and tissue engineering. Synthesis of hydrogels from renewable resources attracts attention day by day. In this study special type of thermoresponsive hydrogels were synthesized. These hydrogels are cross-linked hydrophilic polymers containing some biocompatible moieties which are derived from plant oils. Renewable resources based biocompatible materials are easily accessible, cost effective and also eco-friendly. This study is focused on synthesis of thermoresponsive hydrogels by using plant oil-based crosslinker. N-Isopropylacrylamide (NIPAM) was used as thermoresponsive monomer and acrylated methyl ricinoleate (AMR) was used as plant oil-based crosslinker. The effect of crosslinker to monomer ratio on polymerization was investigated. Spectrophotometric measurements of quercetin molecule, one of the phenolic flavonoids, were performed at room temperature (RT) and body temperature (37°C). It was found that quercetin molecule released from hydrogels to aqueous medium is higher at body temperature compared to room temperature and also the molar ratio of crosslinker to monomer affects the release behaviour of hydrogels significantly. Finally plant-oil based crosslinker AMR, derived from renewable sources, can be used for hydrogel synthesis instead of other commercial crosslinker.
热响应性水凝胶在药物输送系统和组织工程等生物医学领域具有巨大的应用潜力。利用可再生资源合成水凝胶日益受到人们的关注。本研究合成了一种特殊类型的热敏水凝胶。这些水凝胶是交联的亲水性聚合物,含有一些从植物油中提取的生物相容性部分。基于可再生资源的生物相容性材料很容易获得,成本效益高,也很环保。研究了以植物油为原料,利用交联剂合成热响应型水凝胶。以n -异丙基丙烯酰胺(NIPAM)为热响应单体,以丙烯酸化蓖麻油酸甲酯(AMR)为植物油基交联剂。考察了交联剂与单体配比对聚合反应的影响。槲皮素是一种酚类黄酮,用分光光度法测定了槲皮素分子在室温和体温下的含量。结果表明,槲皮素分子在常温下从水凝胶中释放到水介质中,其释放量高于室温,交联剂与单体的摩尔比对水凝胶的释放行为有显著影响。最后,从可再生资源中提取的植物油基交联剂AMR可代替其他商用交联剂用于水凝胶合成。
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引用次数: 2
Analyzing of novel energy-efficient clustering protocols for Wireless Sensor Networks 新型无线传感器网络节能聚类协议分析
Korhan Cengiz
Wireless Sensor Networks (WSNs) nowadays are used in numerous fields. Direct Communication, Multi-hop Routing and Clustering are main approaches that can be used for communication protocols in Wireless Sensor Networks. In this study, novel clustering algorithms which are designed for WSNs are analyzed and compared. The comparison results are also summarized with a table. Finally, the popular algorithms LEACH and LEACH-F for WSNs are compared with a novel algorithm which is low energy fixed clustering (LEFCA) in terms of network lifetime and energy-efficiency.
目前,无线传感器网络(WSNs)应用于许多领域。直接通信、多跳路由和集群是无线传感器网络通信协议的主要方法。本研究对针对无线传感器网络设计的新型聚类算法进行了分析和比较。并以表格的形式总结了比较结果。最后,从网络寿命和能量效率两方面比较了目前流行的LEACH和LEACH- f算法与低能量固定聚类(LEFCA)算法。
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引用次数: 0
Comparison of different clasification algorithms using easily calculated features 比较不同的分类算法使用容易计算的特征
Özgür Tomak, T. Kayikçioglu
Telemedicine has started to be beneficial to patients in remote regions. It is very important to monitor the ECG signals of these patients with heart disorders. Developments in information technology have started to provide important contribution to the clinical decision support systems for early detection and diagnosis. This study aimed to be part of clinical decision support systems and used easily calculated features for detection of ECG arrhythmia. Different classification methods are compared using these features. The performance of the method is tested on data used obtained from the PhysioNet database.
远程医疗已经开始对偏远地区的病人有益。心电信号的监测对这些心脏疾病患者具有十分重要的意义。信息技术的发展已经开始为早期发现和诊断的临床决策支持系统提供重要贡献。本研究旨在成为临床决策支持系统的一部分,并使用易于计算的特征来检测心电心律失常。利用这些特征比较了不同的分类方法。用从PhysioNet数据库中获得的数据对该方法的性能进行了测试。
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引用次数: 0
Measurement of electromagnetic radiation around wind turbines 测量风力涡轮机周围的电磁辐射
S. Yener, O. Cerezci, Feyza Cerezci
The number of wind energy plants in energy production is rapidly increasing in many countries of the world. In recent years, as an alternative energy source, it has been observed that wind energy installations have been established in various regions of our country. Wind turbines are sometimes discussed with the concern that the electromagnetic fields around them can cause health problems. In this study, ELF electromagnetic field levels are given, obtained around the 16.2 km long transmission line which enables the energy generated in 50 wind energy energy central turbines operating in Izmir-Karaburun locality to be transported to the 380kV Karaburun Havza GIS TM transformer center. The results are obtained in magnetic field and electric field. And they are evaluated for electromagnetic pollution in terms of environment and human health.
在世界上许多国家,用于能源生产的风力发电厂的数量正在迅速增加。近年来,作为一种替代能源,据观察,风能设施已在我国各地区建立。在讨论风力涡轮机时,人们有时会担心其周围的电磁场会导致健康问题。在本研究中,给出了16.2 km长的输电线路附近的ELF电磁场水平,该输电线路使伊兹密尔-卡拉布伦地区50台风能中央涡轮机产生的能量能够输送到380kV卡拉布伦哈夫扎GIS TM变压器中心。在磁场和电场下得到了结果。并从环境和人体健康的角度对其进行了电磁污染评价。
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引用次数: 1
Sequential parameterizing affine projection (SPAP) windowing length for acoustic echo cancellation on speech accents identification 基于序列参数化仿射投影(SPAP)的语音重音识别回声消除窗长
N. Kamarudin, S. Al-Haddad, A. Khmag, S. Hashim, A. Hassan
Echo cancellation has always in the preprocessing steps before the signals are converted to feature vectors and pattern classification. This is always the correct flow of speech identification. Therefore, in order to get the best cleaned signal, the usage of adaptive echo cancellation removed the echo and also the noise which deteriorates the signals and final results during classification process. The concepts of windowing length may improve the cleaned signals acquired after the noise or echo cancellation process is done. By proposing the preconfigured windowing length through sequential technique, the results is giving improvement from normal length of 200ms to 400ms whereby the results of Word Error Rate(WER), Equal Error Rate (EER) and accuracies can be viewed with increases around 5–10% of percentage values compared with echoed signal and reduced the WER and EER too with applying of the sequential parameterization (SPAP) technique.
回声消除一直存在于信号转化为特征向量和模式分类之前的预处理步骤中。这始终是正确的语音识别流程。因此,为了得到最佳的清洗信号,采用自适应回波抵消方法去除了在分类过程中对信号和最终结果产生影响的回波和噪声。窗长的概念可以提高噪声或回波消除处理后获得的清洁信号。通过顺序技术提出预配置的窗口长度,结果从正常长度200ms提高到400ms,其中字错误率(WER),等错误率(EER)和精度的结果可以比回波信号增加约5-10%的百分比值,并通过应用顺序参数化(SPAP)技术降低了WER和EER。
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引用次数: 1
Synthesis and characterization of hydroxyapatite powders from eggshell for functional biomedical application 功能生物医学用蛋壳羟基磷灰石粉体的合成与表征
E. Buluş, Deniz Ismık, D. S. Mansuroğlu, Y. Sahin, G. Tosun
Apatitic phosphates are considered within the category of bioceramics. HA and its derives are used of in the fields of medicine, orthopedics and dentistry in order to support a grow up of new bone cells. HA structures have a high biocompability and are widely in biomedical applications. On the other hand, synthesis of HA structures necessitates complex technologies (microwave sintering, hydrothermal synthesis etc.) and their production costs high. This study aims the production of nano apatitic structures with great biocompability from a natural material. Simple hotplate method was used to obtain natural, nano scale HA from eggshells. After calcination and sintering processes at different temperatures, the obtained apatitic phosphate powders have been structurally characterized by infrared spectroscopy (FT-IR) and X-ray diffraction (XRD). Morphological investigation has been conducted by FEG-SEM images. Biological investigations have been carried out for the produced nanosized bioceramics and the results reveal that these nanomaterials are promising for tissue engineering purposes.
磷灰石磷酸盐被认为属于生物陶瓷的范畴。透明质酸及其衍生物被用于医学、骨科和牙科领域,以支持新骨细胞的生长。透明质酸结构具有较高的生物相容性,在生物医学领域有着广泛的应用。另一方面,HA结构的合成需要复杂的技术(微波烧结、水热合成等),生产成本高。本研究旨在利用天然材料制备具有良好生物相容性的纳米磷灰石结构。采用简单的热板法从蛋壳中获得天然的纳米级透明质酸。经过不同温度下的煅烧和烧结工艺,用红外光谱(FT-IR)和x射线衍射(XRD)对制备的磷灰质磷酸盐粉体进行了结构表征。形态学研究已进行了FEG-SEM图像。对制备的纳米生物陶瓷进行了生物学研究,结果表明这些纳米材料在组织工程方面具有广阔的应用前景。
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2017 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT)
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