2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)最新文献_第6页

A PPG Signal De-Noising Method Based on the DTCWT and the Morphological Filtering 基于DTCWT和形态滤波的PPG信号去噪方法

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.85

Tong Bai, Dan Li, Huiqian Wang, Yu Pang, Guoquan Li, Jinzhao Lin, Q. Zhou, Gwanggil Jeon

引用次数: 10

Research on Syndrome Classification Prediction Model of Tibetan Medicine Diagnosis and Treatment Based on Data Mining 基于数据挖掘的藏医诊疗证候分型预测模型研究

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.84

Shiying Wang, Lei Zhang, Lu Wang, Cairang Nanjia, Xiaolan Zhu, Hong Li, Xiaoying Wang

{"title":"Research on Syndrome Classification Prediction Model of Tibetan Medicine Diagnosis and Treatment Based on Data Mining","authors":"Shiying Wang, Lei Zhang, Lu Wang, Cairang Nanjia, Xiaolan Zhu, Hong Li, Xiaoying Wang","doi":"10.1109/SITIS.2016.84","DOIUrl":"https://doi.org/10.1109/SITIS.2016.84","url":null,"abstract":"Tibetan Medicine plays an important role in traditional Chinese Medical Science. For the inheritance of Tibetan medical science and disease prevention, the main method is to summarize and study the medication and diagnostic rules by using data mining technology, which is still in the early stage. In this paper, firstly, a standard knowledge base for plateau stomach illness has been constructed by using clustering algorithm to analyze clinical diagnosis and treatment data and Tibetan medicine prescription that from \"Four Medical Classics\". Secondly, the classical Apriori algorithm is used to discover the associated features of disease symptoms and prescriptions. Finally, an ovel distance discriminant based K-nearest neighbor algorithm on the base of the Grey Box method is put forward to realize the Tibetan medicine diagnosis and treatment prediction model on the plateau stomach illness (Atrophic Gastritis) through combining the individual characteristics of patients and typical symptoms of plateau stomach. As a result, the model of this paper can achieve an accuracy as high as 80.1%.","PeriodicalId":403704,"journal":{"name":"2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134345909","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: 5

Emergent Ambient Culture in Smart Cities: Exploring the Internet of Cultural Things (IoCT) and Applications in 21st Century Urban Spaces 智慧城市中的新兴环境文化:探索文化物联网(icoct)及其在21世纪城市空间中的应用

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.72

H. McKenna

{"title":"Emergent Ambient Culture in Smart Cities: Exploring the Internet of Cultural Things (IoCT) and Applications in 21st Century Urban Spaces","authors":"H. McKenna","doi":"10.1109/SITIS.2016.72","DOIUrl":"https://doi.org/10.1109/SITIS.2016.72","url":null,"abstract":"This work explores the Internet of Cultural Things (IoCT) and applications in the context of smart cities and learning cities. Ambient culture is advanced as an emergent form of the IoCT and applications in the context of 21st century everyday interactions in urban spaces. The constructs of awareness, learning, openness, and engagement enable formulation and operationalization of a framework for ambient culture in support of this study of the Internet of Cultural Things (IoCT) and applications in smart cities. A case study approach is used in the gathering of qualitative and quantitative data through interviews and surveys conducted with diverse individuals across several cities in Canada and Europe. In parallel with this study, anecdotal evidence is gathered from individuals and groups about smart cities, enabling further analysis and triangulation of data. This work contributes to the research literature across several domains including the IoCT and applications in relation to smart cities and learning cities. Future research and practice directions are identified for ambient culture with implications for ambient heritage, libraries, data relationships, and data infrastructures going forward.","PeriodicalId":403704,"journal":{"name":"2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131768533","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: 8

Artworks Sequences Recommendations for Groups in Museums 艺术作品序列建议在博物馆团体

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.77

Silvia Rossi, F. Barile, Clemente Galdi, Luca Russo

引用次数: 6

Affective Relationship between Color and Text in Arabic Comic Books 阿拉伯语漫画中色彩与文字的情感关系

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.42

H. Jomaa, Mohamad Kamereddine, A. Nayal, Yara Rizk, M. Awad

{"title":"Affective Relationship between Color and Text in Arabic Comic Books","authors":"H. Jomaa, Mohamad Kamereddine, A. Nayal, Yara Rizk, M. Awad","doi":"10.1109/SITIS.2016.42","DOIUrl":"https://doi.org/10.1109/SITIS.2016.42","url":null,"abstract":"Comic books are considered a heritage in many countries. The colorful depiction of annotated events has gained an increasing amount of interest over the past decade as the digitization process took over printed media, in addition to the abundance and variety of available data. Several applications have been devised in the field of computer vision and natural language processing to handle comic book pages. However, in this paper, we focus on the connection between the two, specifically, we compare the emotions that color and text separately imply. The theory of color and its effect on one's emotional state can be dated back to the 1800's. The language used in speech balloons is also written to a way to capture the audience's attention and manipulate their emotions. Throughout this paper, the color theory is applied to analyze the pages' emotional implication, and compared to the output of minSVM, a modified SVM classifier that accommodates imbalanced datasets, and a regular SVM, that are trained and implemented on the extracted text of a homegrown database to identify the emotions they convey. Using minSVM, we obtained a 91.26 % accuracy as opposed to an 89.66 % with SVM.","PeriodicalId":403704,"journal":{"name":"2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121368044","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

Biometric/Cryptographic Keys Binding Based on Function Minimization 基于函数最小化的生物识别/密码密钥绑定

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.31

D. Riccio, Clemente Galdi, R. Manzo

{"title":"Biometric/Cryptographic Keys Binding Based on Function Minimization","authors":"D. Riccio, Clemente Galdi, R. Manzo","doi":"10.1109/SITIS.2016.31","DOIUrl":"https://doi.org/10.1109/SITIS.2016.31","url":null,"abstract":"Traditional cryptosystems are based on the possession of secret keys that can be stolen or shared by non legitimate users. On the other hand, binding the real identity of a system user to what he is instead of something he knows or possesses is the main desirable property of biometric systems. Biometric Crypto-Systems (or BCSs) are designed to bind a cryptographic key with a biometric template to ensure that only a legitimate user can access to encrypted data. In this paper, we propose a new biometric cryptosystem that reformulates the binding process as a minimization problem in such a way that the cryptographic key cannot be derived from the parameters of the objective functions unless the system is provided with a valid biometric template. The idea this method is based on is quite novel and unexplored, and shows the advantage of being robust to attacks that commonly break some of the existing approaches. Moreover, unlike most of biometric crypto-systems, it doesn't need any error correction code technique. The paper formally discusses about the security of the system by evaluating the probability of an attacker to retrieve the correct cryptographic key, while experimental results show the efficiency and the effectiveness of the binding process by measuring the system performance in terms of accuracy, computational time and storage requirements.","PeriodicalId":403704,"journal":{"name":"2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128963158","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: 10

Towards a Framework for Closed-Domain Question Answering in Italian 意大利语封闭域问答框架的构建

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.100

Emanuele Damiano, Raffaele Spinelli, M. Esposito, G. Pietro

{"title":"Towards a Framework for Closed-Domain Question Answering in Italian","authors":"Emanuele Damiano, Raffaele Spinelli, M. Esposito, G. Pietro","doi":"10.1109/SITIS.2016.100","DOIUrl":"https://doi.org/10.1109/SITIS.2016.100","url":null,"abstract":"In the last years, Cognitive Systems are increasingly appearing, offering new ways for developing Question Answering solutions able to autonomously extract an answer for a question formulated in natural language. Currently, to the best of our knowledge, most of the available Question Answering solutions are designed for the English language and use SQL-like knowledge bases to provide factual answers to a natural language question. Starting from these considerations, this work presents a preliminary Question Answering framework for closed-domains, like Cultural Heritage. It has been expressly thought to extract factual answers from collections of documents by operating with the Italian language. Such a framework exploits a variety of NLP methods for the Italian language to help the understanding of user's questions and the extraction of precise answers from textual passages contained into documents. Moreover, Deep Learning techniques have been used to proficiently understand the topic of a question, whereas a rule-based approach relying on dictionaries has been applied for the annotation and indexing of collections of documents in Italian, enabling their usage into a state-of-the-art Information Retrieval engine. An experimental session has also been arranged, showing very promising preliminary results.","PeriodicalId":403704,"journal":{"name":"2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117345237","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: 13

MICIE: A Model for Identifying and Collecting Intrusion Evidences 入侵证据识别与收集模型

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.54

Abdulghani Ali, Yee Wai Kit

引用次数: 6

Short-Term Recognition of Human Activities Using Convolutional Neural Networks 基于卷积神经网络的人类活动短期识别

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.56

Michalis Papakostas, Theodoros Giannakopoulos, F. Makedon, V. Karkaletsis

引用次数: 11

A New Method for Color Quantization 一种新的颜色量化方法

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 1900-01-01 DOI: 10.1109/SITIS.2016.10

G. Ramella, G. S. D. Baja

引用次数: 10