2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY)最新文献_第2页

Mobile Application for Daily Challenge Management 每日挑战管理的移动应用程序

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524785

Mátyás Gagyi, Örs-Krisztián Patakfalvi, Sandor Raduly, Csaba Sulyok

引用次数: 0

A Machine Learning Approach for an Early Prediction of Preterm Delivery 早产早期预测的机器学习方法

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524818

Danica Despotovic, Aleksandra Zec, K. Mladenović, N. Radin, T. Lončar-Turukalo

{"title":"A Machine Learning Approach for an Early Prediction of Preterm Delivery","authors":"Danica Despotovic, Aleksandra Zec, K. Mladenović, N. Radin, T. Lončar-Turukalo","doi":"10.1109/SISY.2018.8524818","DOIUrl":"https://doi.org/10.1109/SISY.2018.8524818","url":null,"abstract":"The preterm birth presents a major cause of the infants' deaths, or the consequent health impairments globally, with an increasing trend of the preterm rate. The enormous global burden on both families and society calls for the preventive and predictive measures. The electrohysterogram (EHG), electrical activity of uterus as measured by surface electrodes, is a noninvasive and affordable tool for effective monitoring of both pregnancy and labour. In this study, the possibility of an early prediction of preterm delivery from the EHG recordings made between 22nd and 25th week of the gestation is explored. A set of novel features, including those exploiting signal's nonstationarity, based on the predictive modelling, and empirical mode decomposition, was evaluated on 15min long EHG recordings from the publicly available Term-Preterm EHG (TPEHG) database. On average, Random Forest classifier combined with artificial sampling, tested using 10-fold cross-validation on 322 samples (38 preterm) provided for 99.23% accuracy, with 98.40%sensitivity, and area under curve of 99%. The proposed approach has an additional advantage achieving the classification improvement over shorter, 15min long EHG recordings.","PeriodicalId":6647,"journal":{"name":"2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY)","volume":"23 1","pages":"000265-000270"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85523154","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: 19

Broad Learning System and its Structural Variations 广义学习系统及其结构变异

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524681

C. L. P. Chen

引用次数: 5

Issue on implementation Possibility of Bluetooth Mesh Capabilities into OmNET++ 关于蓝牙Mesh功能在omnet++中实现可能性的问题

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524830

L. Kajdocsi, Janos Kovacs

{"title":"Issue on implementation Possibility of Bluetooth Mesh Capabilities into OmNET++","authors":"L. Kajdocsi, Janos Kovacs","doi":"10.1109/SISY.2018.8524830","DOIUrl":"https://doi.org/10.1109/SISY.2018.8524830","url":null,"abstract":"Navigation was always important to humankind. Today, it is unimaginable to navigate in the world without the Global Positioning System. Although, the Global Positioning System operates very accurately outdoors but does not in indoor environments. Unfortunately, the indoor navigation is still in its infancy. However, several approaches have been proposed during the last decade but none of them is accurate and/or inexpensive enough for the consumer use. According to the authors' proposal, utilization of a hybrid mesh network might solve the inaccuracy. The mesh technology would offer an accurate, fast, adaptive, self-organizing, self-healing and inexpensive solution for the indoor positioning. A hybrid mesh network would involve some technologies like Wi-Fi, Bluetooth, RFID or IQRF. Fortunately, the Bluetooth Special Interest Group announced the mesh capability in the Bluetooth 5 standard in 2017. However, building up a physical network is always expensive experiment, thus simulations would be executed in a OmNET++. In this paper, the implementation possibility of the Bluetooth mesh capabilities will be analyzed.","PeriodicalId":6647,"journal":{"name":"2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY)","volume":"68 1","pages":"000203-000208"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79880183","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

The Veterinary Horse Circuit for a Microcontroller Supervised System 用于单片机监督系统的兽医马电路

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524648

G. Gyorok

引用次数: 2

Forensic Functional Profile of loT Devices-Based on Common Criteria 基于通用标准的loT设备取证功能分析

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524813

Gábor Bréda, P. J. Varga, Zsolt Illési

引用次数: 3

False Detection Filtering Method for Magnetic Sensor-Based Vehicle Detection Systems 基于磁传感器的车辆检测系统的误检滤波方法

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524716

Peter Sarcevic, Szilveszter Pletl

引用次数: 7

Info-Chunk Driven RFLP Structure Based Product Model for Multidisciplinary Cyber Physical Systems 基于信息块驱动RFLP结构的多学科网络物理系统产品模型

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524653

Yatish Bathla

{"title":"Info-Chunk Driven RFLP Structure Based Product Model for Multidisciplinary Cyber Physical Systems","authors":"Yatish Bathla","doi":"10.1109/SISY.2018.8524653","DOIUrl":"https://doi.org/10.1109/SISY.2018.8524653","url":null,"abstract":"Cyber Physical System (CPS) forms the basis of emerging and future smart services as it collaborates computational entities with the surrounding physical world. CPS demands a system level product model where it requires advanced engineering modeling and the possible solution is multidisciplinary CPS. In functional-logical level of multidisciplinary CPS, behavior representation allows concept level virtual execution of the model. Using own former research results, this paper proposes Info-Chunk entities in the functional level of Requirement Functional Logical Physical (RFLP) structure product model and then explains the communication between the cyber CPS unit entities with extended Info-Chunk driven RFLP structure by the Information Content (IC). Then, it explains the role of Info-Chunk in the active information content (AIC) which supports driving entities in RFLP and CPS cyber structures. Finally, communication between AIC, Info-Chunk driven RFLP structure and cyber units in the CPS of the product is discussed. Here, virtually executed complex models of products are converted into real world cyber physical systems using cyber physical production systems in accordance with the paradigm Industry-4.0.","PeriodicalId":6647,"journal":{"name":"2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY)","volume":"28 1","pages":"000327-000332"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75747338","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

Readiness for Artificial Intelligence 为人工智能做好准备

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524740

Komelia Lazanyi

引用次数: 4

Preliminary Considerations in the Design of a Sensor for Improving the Reference Trajectory Calculation for the Individual Leg of a Hexapod 改进六足单腿参考轨迹计算传感器设计的初步考虑

2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY) Pub Date : 2018-09-01 DOI: 10.1109/SISY.2018.8524858

Z. Gobor, P. Odry, A. Várkonyi-Kóczy

{"title":"Preliminary Considerations in the Design of a Sensor for Improving the Reference Trajectory Calculation for the Individual Leg of a Hexapod","authors":"Z. Gobor, P. Odry, A. Várkonyi-Kóczy","doi":"10.1109/SISY.2018.8524858","DOIUrl":"https://doi.org/10.1109/SISY.2018.8524858","url":null,"abstract":"The free-climbing robots are the alternative to wheeled vehicles, because the legged locomotion allows mobility on the steep gradients under the harsh environmental conditions. The steady progression requires coordination of leg movements for which the force sensors implemented in the joints of the robot legs are not always sufficient. Considering the previous developments in the field of robotics, the combination of the impedance and vision sensors comprises an obvious solution for providing stable and accurate contact between the individual legs and the ground. The implementation of additional, non-invasive sensor/s on all the legs of the hexapod robotic platform, for the indirect measuring and analysis of the terrain surface, is investigated. Furthermore, a method for the parametric 3D modeling of simulation assemblies is described in a mixed top-down, bottom-up and middle-out design approach. Mechanisms were created using the common origin skeletal modeling (top-down approach), allowing the context analysis and the definition of the parameters for the further numerical optimization in an early phase of the development. Finally, the applicability of the anytime approach during the optimization of the mechanical parts of the mechanism in the design process was tested.","PeriodicalId":6647,"journal":{"name":"2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY)","volume":"3 1","pages":"000057-000062"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78419595","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