2021 29th Signal Processing and Communications Applications Conference (SIU)最新文献_第9页

Gender Recognition from PPG Signals of People with Different Blood Pressure 不同血压人群PPG信号的性别识别

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9477787

T. Aydemir, Mehmet Sahin, Önder Aydemir

引用次数: 0

The Effects of Sequential and Multiple Measurement on RF Power 顺序和多次测量对射频功率的影响

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9477768

Aydin Yügrük, Erkan Danaci, A. K. Doğan, A. Salman

引用次数: 0

Calculation of Resonant Frequency and Bandwidth of Rectangular Microstrip Antennas via Genetic Algorithm 矩形微带天线谐振频率和带宽的遗传算法计算

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9478054

Zeynep Sidika Seven, S. Can

引用次数: 1

Comparative Breast Cancer Detection with Artificial Neural Networks and Machine Learning Methods 用人工神经网络和机器学习方法比较乳腺癌检测

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9477991

Muhammed Coskun Irmak, Mehmet Bilge Han Tas, Sedat Turan, A. Hasiloglu

{"title":"Comparative Breast Cancer Detection with Artificial Neural Networks and Machine Learning Methods","authors":"Muhammed Coskun Irmak, Mehmet Bilge Han Tas, Sedat Turan, A. Hasiloglu","doi":"10.1109/SIU53274.2021.9477991","DOIUrl":"https://doi.org/10.1109/SIU53274.2021.9477991","url":null,"abstract":"The number of cancer patients is increasing all over the world due to reasons such as environmental pollution, excess of technological and biological wastes, climate change, and increased consumption of unnatural foods. According to the data of the World Health Organization in 2020, there are over 19 million cancer patients in the world. The most common type of cancer is breast cancer with 11.7%. Breast cancer is as high as 24.5% in women and 15.5% of these cases result in death. Therefore, it is important to detect cancer at an early stage. The purpose of this study is to detect cancer in the fastest way and with the highest accuracy rates. In the study, high performance results were obtained by comparing artificial neural networks and traditional machine learning methods. In the study; Logistic Regression (LR), k-Nearest Neighbors (kNN), Support Vector Machine (SVM), Random Forest (RF), Decision Tree (DT), Xgboost (XGB) and Artificial Neural Network (ANN) were used. The highest result obtained using traditional machine learning methods is 98.08% with LR. In addition, using ANN, the highest value was obtained with an accuracy rate of 99.36%.","PeriodicalId":160693,"journal":{"name":"2021 29th Signal Processing and Communications Applications Conference (SIU)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127946460","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: 3

The Effect of Background Subtraction on Abnormal Event Detection in Video Surveillance 背景减法在视频监控异常事件检测中的作用

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9478002

E. Şengönül, R. Samet

引用次数: 1

Unsupervised Discovery of Fingerspelled Letters in Sign Language Videos 手语视频中手指拼写字母的无监督发现

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9477880

Feyza Duman, Tanya Deniz Ipek, M. Saraçlar

引用次数: 0

Comparison of Data-Driven and Morphological Features for Cell Segmentation in Histopathological Images 组织病理学图像中细胞分割的数据驱动和形态学特征比较

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9477704

Omer Faruk Karaaslan, G. Bilgin

引用次数: 0

Hardware Accelerators for Cloud Computing: Features and Implementation 用于云计算的硬件加速器:特性和实现

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9478015

Anıl Tırlıoğlu, Ömer Bayram Demir, Alper Yazar, E. G. Schmidt

引用次数: 1

A Mock Circulatory Network Testbed for Molecular Communications 分子通信模拟循环网络试验台

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9478034

Baris Büyüktas, Oguzhan Yetimoglu, Abdurrahman Dilmac, Z. C. Canbek, Huseyin Birkan Yilmaz

引用次数: 0

A New Hybrid Peak Detection Methods for Fiber Bragg Grating Temperature Sensor 光纤光栅温度传感器的混合峰值检测新方法

2021 29th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2021-06-09 DOI: 10.1109/SIU53274.2021.9478037

Z. Saraç, Burak Kurt, Cihangir Erdemir

{"title":"A New Hybrid Peak Detection Methods for Fiber Bragg Grating Temperature Sensor","authors":"Z. Saraç, Burak Kurt, Cihangir Erdemir","doi":"10.1109/SIU53274.2021.9478037","DOIUrl":"https://doi.org/10.1109/SIU53274.2021.9478037","url":null,"abstract":"The center of temperature measured in the Fiber Bragg Grating temperature sensor produces a shift in the Bragg wavelength. There are a wide variety of algorithms used to detect this shift. However, these algorithms are highly affected by the noise generated in the sensor system. In recent years, many techniques have emerged that suppress this noise. Of these, wavelet noise reduction stands out as a popular technique. When the literature is reviewed, it is stated that this popular approach is superior to traditional methods. Contrary to what is said in the literature, this study proves that without the need for complex wavelet system or even curve fitting, it leads us to the same results and sometimes even better than traditional filtering. The hybrid approach proposed here is based on the traditional Fourier Filtering technique and the maximum method, which is a direct method in determining the central wavelength. In the error analysis, it is seen that the hybrid algorithm based on Fourier Filtering, which is the traditional filtering technique, gives the smallest relative error when compared with the real value.","PeriodicalId":160693,"journal":{"name":"2021 29th Signal Processing and Communications Applications Conference (SIU)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114528874","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: 1