2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)最新文献_第2页

Multimodal Spam Classification Using Deep Learning Techniques 使用深度学习技术的多模态垃圾邮件分类

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.91

Shikhar Seth, Sagar Biswas

引用次数: 20

Investigation of Specificity of Parkinson's Disease Features Obtained Using the Method of Cerebral Cortex Electrical Activity Analysis Based on Wave Trains 基于波列的大脑皮层电活动分析方法对帕金森病特征特异性的研究

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.37

O. Sushkova, A. Morozov, A. Gabova

{"title":"Investigation of Specificity of Parkinson's Disease Features Obtained Using the Method of Cerebral Cortex Electrical Activity Analysis Based on Wave Trains","authors":"O. Sushkova, A. Morozov, A. Gabova","doi":"10.1109/SITIS.2017.37","DOIUrl":"https://doi.org/10.1109/SITIS.2017.37","url":null,"abstract":"In recent years, spindle-shaped electrical activity became interesting for researchers looking for new methods of time-frequency electroencephalogram (EEG) analysis. We call signals of this type as wave trains; a wave train (a wave packet) is an electrical signal that is localized in space, frequency, and time. Examples of wave trains in EEG are alpha, beta, and sleep spindles. We analyze any kinds of wave train electrical activity of the brain in a wide frequency range. We have developed a new method for analyzing wave train electrical activity of the cerebral cortex based on wavelet analysis and ROC analysis that enables to study the detailed time-frequency features of EEG in patients with neurodegenerative diseases such as Parkinson's disease (PD). The idea of the method is to find local maxima in a wavelet spectrogram and to calculate various characteristics describing these maxima (called wave trains): the leading frequency, the duration (the full-width on the half-maximum of the peak in the spectrogram, FWHM), the bandwidth (FWHM), the number of wave trains per second. Then we conduct statistical analysis of these characteristics. In our previous papers, frequency ranges were found where the quantity of wave trains per second differs between a group of patients in early stage of PD and a group of healthy volunteers. In this paper, the specificity of these PD features is investigated in comparison with the patients with essential tremor (ET).","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131245630","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: 6

Virtual Reality and Recommendation System to Design Mobility System 虚拟现实与推荐系统设计移动系统

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.86

Alex Gabriel, Mario Ortíz

{"title":"Virtual Reality and Recommendation System to Design Mobility System","authors":"Alex Gabriel, Mario Ortíz","doi":"10.1109/SITIS.2017.86","DOIUrl":"https://doi.org/10.1109/SITIS.2017.86","url":null,"abstract":"In the domain of urbanism and more particularly the design of mobility system, the end-users are poorly involved whereas they condition the success of new infrastructure. The generalization of policies for active mobility urges the importance of correctly design the system of mobility. The success goes through the consideration of end-user needs. However, there is always a gap between the needs of the users and reality. We assume that virtual reality can ease user-centered design approach by letting the users experiment the technical solutions. Although maps and mockup permit exchanges between designers and end-users to improve the final design, this research assume that immersive environment is more efficient. Virtual reality seems to be a relevant tool for a user-centered approach applied to mobility system. The difficulty remains providing the adapted information to the designers who are the responsible to make the decision of the solution. The aim is not only to use virtual reality in the design process but also suggests a methodology to imply users in the design process and assist the designer during the decision-making.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124546808","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

Spam Detection in Social Media Employing Machine Learning Tool for Text Mining 利用机器学习工具进行文本挖掘的社交媒体垃圾邮件检测

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.32

S. Sharmin, Zakia Zaman

引用次数: 31

Cardiac Surgery Rehabilitation System (CSRS) for a Personalized Support to Patients 心脏外科康复系统(CSRS)为患者提供个性化支持

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.24

Giuseppe Caggianese, M. Calabrese, Luigi Gallo, Giovanna Sannino, C. Vecchione

引用次数: 1

Rattletale: Phase-Coherent Telekinetic Imaging to Detect Tattletale Signs of Structural Defects or Potential Failure 响尾蛇:相参遥感成像检测结构缺陷或潜在故障的响尾蛇迹象

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.49

Steve Mann

引用次数: 7

Human Detection Using HOG-SVM, Mixture of Gaussian and Background Contours Subtraction 基于HOG-SVM、混合高斯和背景轮廓相减的人体检测

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.62

Abdourahman Houssein Ahmed, K. Kpalma, Abdoulkader Osman Guédi

引用次数: 15

A Graph Matching Approach Based on Aggregated Search 一种基于聚合搜索的图匹配方法

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.68

Ghizlane Echbarthi, H. Kheddouci

引用次数: 3

Impact of Mobility on Community Sensing with Environment Sensors 流动性对环境传感器社区感知的影响

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.71

Atanu Mandal, Sunanda Bose, N. Mukherjee

引用次数: 1

Texture Representation Using Galois Field for Rotation Invariant Classification 利用伽罗瓦场进行纹理表示，实现旋转不变分类

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.48

S. Shivashankar, Medha Kudari, P. Hiremath

引用次数: 6