2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)最新文献

Suspicious Bank Card Transaction Recognition Based on K-means Clustering and Random Forest Algorithm 基于k均值聚类和随机森林算法的可疑银行卡交易识别

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991451

Y. Liu, Zeshen Tang, Wenjie Zheng

{"title":"Suspicious Bank Card Transaction Recognition Based on K-means Clustering and Random Forest Algorithm","authors":"Y. Liu, Zeshen Tang, Wenjie Zheng","doi":"10.1109/ICIIBMS46890.2019.8991451","DOIUrl":"https://doi.org/10.1109/ICIIBMS46890.2019.8991451","url":null,"abstract":"Suspicious transactions are hidden in thousands of massive transaction data, causing incalculable losses and risks, but the detection is very difficult. In terms of how to effectively explore and identify suspicious transactions from massive transaction data accurately and quickly, this paper adopts the method based on the combination of k-means algorithm and random forest algorithm to solve the problem of data imbalance in the identification of suspicious transactions in bank accounts, and proposes an effective suspicious transaction detection model. At the same time, the AUC(Area Under Curve) and Recall indicators such as the unbalanced data classification standard of performance evaluation, and finally to Kaggle data platform for the bank account of suspicious transactions data set, the results show that the proposed detection model of performance evaluation index AUC increased by 5%, F1-measure increases by 1%, show that the method has some reference value to the suspicious transactions recognition, limited information utilization rate is higher, which makes all kinds of Banks prediction speed and accuracy of suspicious transactions events get improved, can to some extent, reduce the operating cost and risk of the banking sector.","PeriodicalId":444797,"journal":{"name":"2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116869884","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

Vibration Reduction, Characterization of Drill bit and Femur Bone to Forces During Robotic-Assisted Drilling Using Model Soft Fixture Embedded with Pressurized-Air Damper 使用嵌入加压空气阻尼器的模型软夹具进行机器人辅助钻井过程中钻头和股骨对力的减振和表征

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991486

O. Oluseyi, A. X. Wang, Kaiwei Ma, Tianzheng Zhao, D. Ibrahim, U. Sharif

引用次数: 2

Construction of Student model based on BP neural network 基于BP神经网络的学生模型构建

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991446

Y. Liu, Yuanyuan Zhang, Guoqing Zhang

引用次数: 0

Development of Drone Detecting Free Parking Space for Car Parking Guidance 无人机探测空闲车位车位引导的研究进展

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991452

Tasato Yuske, Zacharie Mbaitiga

引用次数: 2

Anti-theft device for car: Alert system using radio wave 汽车防盗装置:无线电波报警系统

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991531

Kreadtisak Lappanitchayakul

{"title":"Anti-theft device for car: Alert system using radio wave","authors":"Kreadtisak Lappanitchayakul","doi":"10.1109/ICIIBMS46890.2019.8991531","DOIUrl":"https://doi.org/10.1109/ICIIBMS46890.2019.8991531","url":null,"abstract":"Currently, car theft in Thailand is one problem that affects the economy and involves transnational criminals, although there are many anti-theft devices available on the market. These mechanisms include gear locking devices, steering wheel locking devices, clutch/brake locking systems, TDS systems, voice transmissions, wireless door-lock remote control system, and GPS car tracking devices. Of the mentioned devices the GPS tracking devices are interesting as they use the principle of connecting to the cell phone system to send, on-demand, the GPS location of the car to the owner's phone in the case that the vehicle is stolen. However, these devices are not popular in the marketplace because the service fees are quite expensive. Also, the function of these devices is to send the vehicles location to the verified car owner, so the protection function is activated after the vehicle is stolen and the owner is only then aware that the car has been stolen. This is different from the devices that researchers have developed. The researcher's equipment for when someone tries to steal a vehicle is the system will detect the movement inside the car and send the GPS location to the car owner instantaneously. Additionally, the device was developed by using LoRa technology to transmit the data, giving a lower operating cost than by using a GPS tracking device as sold on the market presently.","PeriodicalId":444797,"journal":{"name":"2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117063830","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

A medicine cold chain monitor system based on LoRa wireless technology 基于LoRa无线技术的药品冷链监控系统

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991458

T. Tao, Chen Bin, Liu Yunxiang

引用次数: 4

A Game-based Automatic AROM Measurement System for Older Adults 基于游戏的老年人AROM自动测量系统

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991528

Mingze Li, T. Tsuchiya, Akira Urashima, Shin Morishima, T. Toriyama

{"title":"A Game-based Automatic AROM Measurement System for Older Adults","authors":"Mingze Li, T. Tsuchiya, Akira Urashima, Shin Morishima, T. Toriyama","doi":"10.1109/ICIIBMS46890.2019.8991528","DOIUrl":"https://doi.org/10.1109/ICIIBMS46890.2019.8991528","url":null,"abstract":"Currently, the aging problem is getting worse, which undoubtedly attracts people's attention to the life quality of older adults. Active range of motion (AROM) is a significant parameter on the judgement of older individuals’ ability to perform daily functional activities. Therefore, to obtain the data of older adults’ AROM quickly and accurately is particularly important. The traditional method of range of motion (ROM) measurement is to measure passive range of motion (PROM) by nurse, which cannot exactly reflect the older adults' active ability in the daily life, and a subjective difference exists in the results. To overcome the flaws of traditional method, AROM measurement systems have been developed. However, in the current AROM measurement systems, older people are instructed into several specific poses, which neglect the positive role of interest in stimulating elderly to participate in ROM measurement. Herein we propose an auto-measurement system which measures AROM through the wiping-game. In this auto-system, the joint coordinates of the player are measured by depth sensor, then the AROM is automatically and objectively calculated by using the coordinates. From the experimental results, we found the average value measured by our system is 21.6 degrees larger than the average value of goniometer measured by nurse. This result implies our measurement system through a game can help the elderly to be stretched better. To encourage the elderly to participate in this game more, a questionnaire survey of the elderly’ views on this game was performed. From the analysis results, we found the game function factor and the game interesting factor greatly affect the experience of players in the game. The results provide an idea to improve our measurement system in future.","PeriodicalId":444797,"journal":{"name":"2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128003157","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 neural interfacing electrode array for electrical stimulation and simultaneous recording of EEG/EMG/ENG 一种用于电刺激和同时记录EEG/EMG/ENG的新型神经接口电极阵列

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991516

Sican Liu, Pengcheng Xi, Yiran Lang, Rongyu Tang, Jiping He, Luyao Chen

{"title":"A novel neural interfacing electrode array for electrical stimulation and simultaneous recording of EEG/EMG/ENG","authors":"Sican Liu, Pengcheng Xi, Yiran Lang, Rongyu Tang, Jiping He, Luyao Chen","doi":"10.1109/ICIIBMS46890.2019.8991516","DOIUrl":"https://doi.org/10.1109/ICIIBMS46890.2019.8991516","url":null,"abstract":"Neural interface is man-made information pathway through which biological nerve system could communicate directly with electromechanical devices including computer, robot and even cyborg. This paper introduces a novel neural interfacing electrode array capable of bidirectional information transmission and multi-signals recording. The novel flexible electrode array with 32 channels enables close-looped control and feedback neural interfacing researches with the capability of both electrical stimulation and simultaneous recording of electroencephalogram (EEG), electromyogram (EMG), electroneurogram (ENG) signals. The electrochemical impedance spectroscopy (EIS) measurement of the electrode array was carried out to evaluate the electrode array electrochemical performance in the electrophysiology frequency range. Electrical stimulation to peripheral nerve was performed with various stimulation configuration of ENG electrode site pairs to produce distinct activation patterns. Muscle action potentials of the gastrocnemius of the hind limb indicated different configuration of electrode site pairs could generate distinct stimulating effect. In addition, three groups of in vivo experiments were conducted to demonstrate the recording ability of the electrode array for nerve signals. The data from 32 channels verified the effectiveness of this flexible electrode array in simultaneous recording of EEG/EMG/ENG in vivo.","PeriodicalId":444797,"journal":{"name":"2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134631731","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

Improved D*Lite path planning algorithm based on slip prediction 基于滑移预测的改进D*Lite路径规划算法

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991500

Lanfeng Zhou, Weizhi Xie

引用次数: 0

Enhancing Siamese Network by Color Histogram Based Bayes Classifier for Distractor-aware Object Tracking 基于颜色直方图的贝叶斯分类器增强Siamese网络用于干扰感知目标跟踪

2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Pub Date : 2019-11-01 DOI: 10.1109/ICIIBMS46890.2019.8991438

Shifang Xu, Li Wang

{"title":"Enhancing Siamese Network by Color Histogram Based Bayes Classifier for Distractor-aware Object Tracking","authors":"Shifang Xu, Li Wang","doi":"10.1109/ICIIBMS46890.2019.8991438","DOIUrl":"https://doi.org/10.1109/ICIIBMS46890.2019.8991438","url":null,"abstract":"Recently, Siamese networks have drawn great attention in visual tracking community because of their balanced accuracy and speed. By comparing the target patch with the candidate windows in a search region, we can track the object to the location where the highest similarity score is obtained. However, in Siamese Network, pairs of training data come from different frames of the same video, and for each search area, the non-semantic background occupies the majority, while semantic entities and distractor occupy less. This imbalanced distribution makes the training model hard to learn instance-level representation, but tending to learn the differences between foreground and background. For the targets those with large differences in the background also achieve high scores, and even some extraneous objects get high scores. To overcome this limitation, we enhance Siamese Network by color histogram based Bayes classifier. This method allows us to identify potentially distracting regions in advance. The risk of drifting is significantly reduced. Experiment results show that our tracker achieves state-of-the-art performance.","PeriodicalId":444797,"journal":{"name":"2019 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117354046","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