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Computer-based segmentation, change detection and quantification for lesions in multiple sclerosis 基于计算机的多发性硬化症病灶分割、变化检测与量化
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093371
E. Goceri, Caner Songül
{"title":"Computer-based segmentation, change detection and quantification for lesions in multiple sclerosis","authors":"E. Goceri, Caner Songül","doi":"10.1109/UBMK.2017.8093371","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093371","url":null,"abstract":"Multiple Sclerosis (MS) is a neurological, progressive widespread disease whose diagnosis, treatment and monitoring have vital importance. However, manual method based on visual inspection for diagnosis and time-series assessments of changes in MS lesions is not re-producible and quantitative. Also, it is subjective and yields in inter-/intra-observer variabilities. Furthermore, the conventional method is time-consuming and mostly urgent results are required in practice. Therefore, in the literature, automated techniques have been proposed to detect and segment MS lesions and also to evaluate changes in these lesions quantitatively. In this paper, these automated approaches are presented for the radiologists, neurologists and researchers who are interested in this subject or want to improve former works or want to develop novel automated methods to overcome the problems in this active research area.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134538961","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: 7
The future of wireless technology and potential problems and solutions 无线技术的未来和潜在的问题和解决方案
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093540
Seyhmus Yilmaz, S. Toklu
{"title":"The future of wireless technology and potential problems and solutions","authors":"Seyhmus Yilmaz, S. Toklu","doi":"10.1109/UBMK.2017.8093540","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093540","url":null,"abstract":"Wireless is among technology's biggest contributions to human beings. Wireless technology involves the delivering of data over a distance without aid of wires, cables or any other types of electrical conductors. The delivering distance could be anyplace among a few meters and thousands of kilometers. In this paper, we outline the future of wireless technology and discuss potential problems and solutions.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"354 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132068485","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
Morphological tagging of the Crimean Tatar electronic corpus by experiment on Tatar language 克里米亚鞑靼语电子语料库的形态标注实验
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093542
Lenara Kubedinova, A. Gatiatullin
{"title":"Morphological tagging of the Crimean Tatar electronic corpus by experiment on Tatar language","authors":"Lenara Kubedinova, A. Gatiatullin","doi":"10.1109/UBMK.2017.8093542","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093542","url":null,"abstract":"Nowadays many text electronic corpuses are created for many languages of Turkic group. Such corpuses already exist for Turkish, Tatar, Kazakh, Bashkir, Tuvinian and other Turkic languages. All authors of these corpuses are faced the same problems and start heading the same way of creating their own systems of corpus annotation, although structure similarity of Turkic languages allows to create a common base of computer and program models for processing texts in Turkic languages.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129001547","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
A comprehensive visualized roadmap to gain new insights 一个全面的可视化路线图，以获得新的见解
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093539
Gürol Canbek, Ş. Sağiroğlu, T. T. Temizel, N. Baykal
{"title":"A comprehensive visualized roadmap to gain new insights","authors":"Gürol Canbek, Ş. Sağiroğlu, T. T. Temizel, N. Baykal","doi":"10.1109/UBMK.2017.8093539","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093539","url":null,"abstract":"Binary classification is one of the most frequent studies in applied machine learning problems in various domains, from medicine to biology to meteorology to malware analysis. Many researchers use some performance metrics in their classification studies to report their success. However, the literature has shown a widespread confusion about the terminology and ignorance of the fundamental aspects behind metrics. This paper clarifies the confusing terminology, suggests formal rules to distinguish between measures and metrics for the first time, and proposes a new comprehensive visualized roadmap in a leveled structure for 22 measures and 22 metrics for exploring binary classification performance. Additionally, we introduced novel concepts such as canonical notation, duality, and complementation for measures/metrics, and suggested two new canonical base measures simplifying equations. It is expected that the study will guide other studies to have standardized approach to performance metrics for machine learning based solutions.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133699069","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: 49
Arduino based weather forecasting station 基于Arduino的天气预报站
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093397
Hakan Üçgün, Z. Kaplan
{"title":"Arduino based weather forecasting station","authors":"Hakan Üçgün, Z. Kaplan","doi":"10.1109/UBMK.2017.8093397","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093397","url":null,"abstract":"Weather forecasting stations are systems that allow forecasting of daily, weekly or monthly weather conditions. These systems, which are used by meteorology in our country, can be both difficult and costly for individual use. Smart weather stations are being developed that can be used individually in order to get rid of such problems. In this study, a smart weather station has realized for the monitoring of weather conditions when changing during the day. The data that received from the temperature, humidity, pressure and rain sensors in the air station, are processed by an Arduino-based processor and then estimated weather information has been given to users. The study results have been compared with results obtained from meteorology and the results have been seen to be close to each other.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122618493","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: 15
A study on the use of device tree structures for embedded software development 设备树结构在嵌入式软件开发中的应用研究
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093472
Sadik Arslan, Ercüment Türk, G. Kardas
{"title":"A study on the use of device tree structures for embedded software development","authors":"Sadik Arslan, Ercüment Türk, G. Kardas","doi":"10.1109/UBMK.2017.8093472","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093472","url":null,"abstract":"Embedded systems with microprocessors require many hardware information such as clock speed, port name, and device address to be entered into the operating system cores. In the classic compilation process for operating system kernel, all features, that the embedded system supports, need to be included in the source code. The kernel of the operating system must be recompiled for each software development process which considers related information about these features. In systems that have hundreds of different features, this process is time consuming and causes high cost as expected. Use of Device Tree data structure for the specification of physical components in embedded systems may facilitate this software development process since the kernel of the operating system is compiled just once in case of applying a development process based on this data structure. In this study, a methodology for the development of embedded software with using the Device Tree structure is introduced. New methodology is compared with existing software development approach and a preliminary evaluation is performed with taking into account pros and cons of applying this new methodology.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123027512","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
Augmented reality based mobile learning system design in preschool education 基于增强现实的学前教育移动学习系统设计
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093560
M. Baykara, Uğur Gürtürk, Bedirhan Atasoy, İbrahim Perçin
{"title":"Augmented reality based mobile learning system design in preschool education","authors":"M. Baykara, Uğur Gürtürk, Bedirhan Atasoy, İbrahim Perçin","doi":"10.1109/UBMK.2017.8093560","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093560","url":null,"abstract":"With the development of computers, the Internet and mobile technologies, different needs have emerged for people and different solutions have been discovered to meet these needs. One of the critical areas which are considered as the main factor in creating the tomorrow of human beings where a careful study should be done is the education and teaching. Many technologies are being used and various methods are being tried to develop and make the field of education and training more productive. Among these methods, the use of Augmented Reality (AR) technology is emerging in a wide range and scope with advancing technology and it is becoming widespread. In AR technology, the message and information to be given are visualized by visual and auditory methods (3D). In this study, a mobile-based augmented reality application was implemented for pre-school education. In the study, animals and plants were visualized in both English and Turkish as 3D, and at the same time, animals were presented with 3D visualization. In addition to providing audiovisual and visual material in pre-school education, the study will assist in children' development and accelerate the learning process.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128940386","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
Android application for simultaneously control of multiple land robots which have different drive strategy Android应用程序，用于同时控制多个具有不同驱动策略的陆地机器人
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093513
Berkay Gökcen, Fatih Baygül, Furkan Çakmak, E. Uslu, M. Amasyali, S. Yavuz
{"title":"Android application for simultaneously control of multiple land robots which have different drive strategy","authors":"Berkay Gökcen, Fatih Baygül, Furkan Çakmak, E. Uslu, M. Amasyali, S. Yavuz","doi":"10.1109/UBMK.2017.8093513","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093513","url":null,"abstract":"The remote controls which are used to control the robots are very expensive. In addition, one remote control is required for each robot. The goal of this work is to control multi robots at the same time by publish a single ROS message using one Android device. The user can drive robots with help of a variety of sensors and camera data which are displayed on the Android device screen, even if the user is visually disconnected from all robots. The biggest difference of this application from similar applications is that two different robots can be driven at the same time. With this feature, many multi robot tasks can be performed. Also robots have different driving strategies. This feature allows drive robots on different surfaces. Another powerful aspect of the work is the usage of ROS. Thanks to ROS, it is ensured that processes such as data communication protocols, process scheduling, etc. are implemented easily and efficiently. Furthermore, this work developed for Android. This feature facilitates the spread of the application.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128765592","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
Automatic control system for aquarium: Aduarium 水族自动控制系统:水缸
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093502
Muhammed Saadetdin Kaya, Önem Yıldız, B. Kaya, M. Sinecen
{"title":"Automatic control system for aquarium: Aduarium","authors":"Muhammed Saadetdin Kaya, Önem Yıldız, B. Kaya, M. Sinecen","doi":"10.1109/UBMK.2017.8093502","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093502","url":null,"abstract":"Fish feeding is a relaxing hobby, as well as being used for psychological treatment and the decorative nature of aquariums, it also holds an important place in daily life, at home and in offices of people. In this study, the data obtained from the automated aquarium system: aduarium and the tests made with this system are shared.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115864044","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
Multilayer perceptron neural network technique for fraud detection 多层感知器神经网络欺诈检测技术
2017 International Conference on Computer Science and Engineering (UBMK) Pub Date : 2017-10-01 DOI: 10.1109/UBMK.2017.8093417
Aji Mubalaike Mubarek, E. Adali
{"title":"Multilayer perceptron neural network technique for fraud detection","authors":"Aji Mubalaike Mubarek, E. Adali","doi":"10.1109/UBMK.2017.8093417","DOIUrl":"https://doi.org/10.1109/UBMK.2017.8093417","url":null,"abstract":"Fraud detection is an enduring topic that pose a threat to banking, insurance, financial sectors and information security systems such as intrusion detection systems (IDS), etc. Data mining and machine learning techniques help to anticipate and quickly detect fraud and take immediate action to minimize costs. This paper starts with the definition of intrusion detection system and its types, focuses on the implementation of a set of well-known machine learning classification algorithms (Decision Trees, Naive Bayes and Artificial Neural Networks), which can reduce the existing disadvantages of the intrusion detection systems. Experimental results on NSL-KDD dataset infer that our ANN-MLP method (Multilayer Perceptron) yields average better performance by calculating “confusion matrix” that in turn helps us to calculate performance measure such as, “Detection Rate Accuracy”, “precision” and “recall”.","PeriodicalId":201903,"journal":{"name":"2017 International Conference on Computer Science and Engineering (UBMK)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116030561","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: 24
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