2018 4th International Conference on Universal Village (UV)最新文献_第6页

DEVS Modeling and Simulation of Financial Leverage Effect Based on Markov Decision Process 基于马尔可夫决策过程的财务杠杆效应DEVS建模与仿真

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642121

E. Barbieri, L. Capocchi, J. Santucci

引用次数: 0

A Dynamic Data Driven Application System to Manage Urban Agricultural Ecosystems in Smart Cities 智慧城市农业生态系统管理的动态数据驱动应用系统

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642114

Adam Ghandar, G. Theodoropoulos, Bowen Zheng, Shijie Chen, Yue Gong, Miner Zhong

引用次数: 11

Machine vision for the quality assessment of emulsions in pharmaceutical processing 药品加工中乳剂质量评价的机器视觉

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642158

S. Unnikrishnan, J. Donovan, Russell Macpherson, D. Tormey

引用次数: 1

A Survey on the Status of Open Data and Its Future 开放数据现状及未来展望

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642128

Xiushi Wang, Yajun Fang, Yang Liu, B. Horn

引用次数: 8

Nubilum Ad Hominem: Taking smart homes steps further Nubilum Ad Hominem:让智能家居更进一步

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642113

Chuyuan Zhang, Yajun Fang, B. Horn

{"title":"Nubilum Ad Hominem: Taking smart homes steps further","authors":"Chuyuan Zhang, Yajun Fang, B. Horn","doi":"10.1109/UV.2018.8642113","DOIUrl":"https://doi.org/10.1109/UV.2018.8642113","url":null,"abstract":"Smart home technologies are developed with the goal of offering convenience to their users, but the currently available technologies are reactive, either to user commands or to user routine, as opposed to being proactive, and are not capable of taking the environment around the user into consideration when making an analysis. In addition, most existing systems have a strictly top-down hierarchical structure, where a central device such as the user’s mobile phone controls the system to the point where the lack thereof impacts the functionality of the system on a tremendous scale, and may sometimes result in a cascading failure rendering the entire system inoperable.This article focuses on the relationship and connection between various unconnected data points scattered across a person’s quotidian life, as well as the decentralized connection between smart home devices, both on a microscopic and on a community scale. It seeks to propose an alternative system that takes into account not only user commands and routines, but also pieces of information disseminated by the surrounding environment, which the user might not have perceived or understood, and incorporates them into its own process of analysis. Further more, the proposed system emphasizes modularization and decentralization, such that the addition and removal of a node should not impact the system outside of the specific functionality provided by the said node.","PeriodicalId":110658,"journal":{"name":"2018 4th International Conference on Universal Village (UV)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134416743","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

Analysis of Sparse Roadway Trajectories 稀疏道路轨迹分析

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642145

S. Chawathe

引用次数: 1

CovNN: A Covariance Neural Network Extended from CNN CovNN:由CNN扩展而来的协方差神经网络

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642150

Yue Shen, Tianyou Zheng, Dandan Li, Zicai Wang

{"title":"CovNN: A Covariance Neural Network Extended from CNN","authors":"Yue Shen, Tianyou Zheng, Dandan Li, Zicai Wang","doi":"10.1109/UV.2018.8642150","DOIUrl":"https://doi.org/10.1109/UV.2018.8642150","url":null,"abstract":"Convolutional neural networks (CNNs) show commendable performance in computer vision, approaching high accuracy in a broad number of application domains. However, the training process of feature kernels in CNNs is easily affected by illumination intensity and feature interaction, which leads to over-fitting. In this paper, we propose a covariance neural network (CovNN), which replaces the original convolutional operation with our covariance algorithm, to make the learned kernels more robust to different illumination conditions and irrelevant features. This covariance layer uses the 3D covariance between all the input feature maps and the corresponding group of kernels by sliding window method, and regularizes them without additional parameters. Moreover, the covariance layer can be seamlessly transplanted to a variety of neural network architectures extended from CNNs (e.g., ResNet, Faster R-CNN). We evaluate the proposed CovNN on several popular datasets for image recognition (MNIST, Fashion-MNIST, CIFAR 10 and AR) and classification of organs (Abdominal Ultrasound Dataset). Experimental results demonstrate that CovNN achieves significant improvements over the state-of-the-art on most of them.","PeriodicalId":110658,"journal":{"name":"2018 4th International Conference on Universal Village (UV)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129805103","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

Transcribing Latin Manuscripts in Respect to Linguistics 从语言学角度抄写拉丁文手稿

2018 4th International Conference on Universal Village (UV) Pub Date : 2018-10-01 DOI: 10.1109/UV.2018.8642159

Manqing Feng, Guoxin Huang, Chuyuan Zhang, Yang Liu, Yajun Fang, B. Horn

引用次数: 0