<?xml version="1.0" encoding="utf-8"?>
<feed xmlns="http://www.w3.org/2005/Atom"><title>厦门大学普适计算课题组</title><link href="https://longbiao.crowdsensing.cn/" rel="alternate"/><link href="https://longbiao.crowdsensing.cn/feeds/all.atom.xml" rel="self"/><id>https://longbiao.crowdsensing.cn/</id><updated>2022-09-27T09:41:00+08:00</updated><entry><title>[教学] 强化学习</title><link href="https://longbiao.crowdsensing.cn/blog/drl.html" rel="alternate"/><published>2022-09-27T09:41:00+08:00</published><updated>2022-09-27T09:41:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2022-09-27:/blog/drl.html</id><content type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;蘑菇书EasyRL: &lt;a href="https://datawhalechina.github.io/easy-rl/"&gt;https://datawhalechina.github.io/easy-rl/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;李宏毅《深度强化学习》: &lt;a href="http://speech.ee.ntu.edu.tw/~tlkagk/courses_MLDS18.html"&gt;http://speech.ee.ntu.edu.tw/~tlkagk/courses_MLDS18.html&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Reinforcement Learning: An Introduction: &lt;a href="http://incompleteideas.net/book/the-book-2nd.html"&gt;http://incompleteideas.net/book/the-book-2nd.html&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Practice&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;OpenAI Spining Up: &lt;a href="https://spinningup.qiwihui.com"&gt;https://spinningup.qiwihui.com&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="sofa"/><category term="dev"/></entry><entry><title>[教学] 项目管理平台GitLab</title><link href="https://longbiao.crowdsensing.cn/blog/gitlab.html" rel="alternate"/><published>2021-09-01T09:41:00+08:00</published><updated>2021-09-01T09:41:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2021-09-01:/blog/gitlab.html</id><summary type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="https://gitlab-training.gitlab.io/basics/deck/both.html#/"&gt;GitLab Training&lt;/a&gt;&lt;ul&gt;
&lt;li&gt;Part 1 - Learning GitLab&lt;/li&gt;
&lt;li&gt;Part 2 - Git Basics&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Hands On: 创建你的课程作业项目&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;clone项目&lt;/li&gt;
&lt;li&gt;创建branch&lt;/li&gt;
&lt;li&gt;本地开发测试&lt;/li&gt;
&lt;li&gt;push到GitLab仓库&lt;/li&gt;
&lt;li&gt;申请合并（merge request）&lt;/li&gt;
&lt;li&gt;助教测试后给分&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;Read On …&lt;/h2&gt;</summary><content type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="https://gitlab-training.gitlab.io/basics/deck/both.html#/"&gt;GitLab Training&lt;/a&gt;&lt;ul&gt;
&lt;li&gt;Part 1 - Learning GitLab&lt;/li&gt;
&lt;li&gt;Part 2 - Git Basics&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Hands On: 创建你的课程作业项目&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;clone项目&lt;/li&gt;
&lt;li&gt;创建branch&lt;/li&gt;
&lt;li&gt;本地开发测试&lt;/li&gt;
&lt;li&gt;push到GitLab仓库&lt;/li&gt;
&lt;li&gt;申请合并（merge request）&lt;/li&gt;
&lt;li&gt;助教测试后给分&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;Read On&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="/blog/git.html"&gt;版本控制工具Git&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.bilibili.com/video/BV1jT4y1S7tw/"&gt;什么是DevOps&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="sofa"/><category term="gitlab"/></entry><entry><title>[教学] ROS机器人开发教程</title><link href="https://longbiao.crowdsensing.cn/blog/ros.html" rel="alternate"/><published>2021-09-01T09:41:00+08:00</published><updated>2021-09-01T09:41:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2021-09-01:/blog/ros.html</id><content type="html">&lt;h2&gt;ROS&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;ROS Tutorials: &lt;a href=""&gt;http://wiki.ros.org/ROS/Tutorials&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;ROS入门21讲: []&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Face recognition&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;ROS wiki: &lt;a href=""&gt;http://wiki.ros.org/face_recognition&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Ros平台下基于face_recognition的人脸检测及识别: &lt;a href=""&gt;https://www.cnblogs.com/beta-1999/p/12669576.html&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Open CV Face recognition: &lt;a href=""&gt;https://face-recognition.readthedocs.io/en/latest/index.html&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="sofa"/><category term="dev"/></entry><entry><title>[投稿] 三十分钟认识Vue.js</title><link href="https://longbiao.crowdsensing.cn/blog/vuejs.html" rel="alternate"/><published>2020-07-01T13:53:00+08:00</published><updated>2020-07-01T13:53:00+08:00</updated><author><name>Chenyu LIAN</name></author><id>tag:longbiao.crowdsensing.cn,2020-07-01:/blog/vuejs.html</id><summary type="html">&lt;p&gt;感谢2020年软件体系结构与应用开发班连陈宇同学的投稿。&lt;/p&gt;
&lt;h2&gt;前言&lt;/h2&gt;
&lt;p&gt;​学弟在此班门弄斧了，如果您之前没接触过Vue.js或者React等前端框架，那么今天听完我的讲述后能够对Vue.js有一个感性的认识。不过我相信在座的各 …&lt;/p&gt;</summary><content type="html">&lt;p&gt;感谢2020年软件体系结构与应用开发班连陈宇同学的投稿。&lt;/p&gt;
&lt;h2&gt;前言&lt;/h2&gt;
&lt;p&gt;​学弟在此班门弄斧了，如果您之前没接触过Vue.js或者React等前端框架，那么今天听完我的讲述后能够对Vue.js有一个感性的认识。不过我相信在座的各位应该都是开发经验丰富的大牛，希望能够受到各位学长学姐的批评指正。&lt;/p&gt;
&lt;h2&gt;1. 快速开始&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Vue.js官网 &lt;/li&gt;
&lt;/ul&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;https://cn.vuejs.org/
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;h3&gt;安装&lt;/h3&gt;
&lt;h4&gt;1. 直接用&amp;lt; script &amp;gt;标签引入（新手推荐，感受一下Vue.js）&lt;/h4&gt;
&lt;ol&gt;
&lt;li&gt;下到本地&lt;/li&gt;
&lt;li&gt;CDN（Content Delivery Network，即内容分发网络）方式
    &lt;code&gt;&amp;lt;script src="https://cdn.jsdelivr.net/npm/vue/dist/vue.js"&amp;gt;&amp;lt;/script&amp;gt;&lt;/code&gt;&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;我觉得的Vue的三种主要特性&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;内容是可以插值的&lt;/li&gt;
&lt;li&gt;属性是可以绑定的&lt;/li&gt;
&lt;li&gt;组件是可以复用的&lt;/li&gt;
&lt;/ul&gt;
&lt;h4&gt;2. 上Vue CLI&lt;/h4&gt;
&lt;p&gt;安装npm，以ubuntu18.04为例&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;sudo apt-get install nodejs
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;p&gt;此时使用命令&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;npm -v
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;p&gt;检查一下npm是否正常安装&lt;/p&gt;
&lt;p&gt;中国大陆用户用国内镜像&lt;code&gt;cnpm&lt;/code&gt;比较快&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;&lt;span class="o"&gt;[&lt;/span&gt;&lt;span class="n"&gt;sudo&lt;/span&gt;&lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="n"&gt;npm&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="n"&gt;install&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;g&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="n"&gt;cnpm&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="c1"&gt;--registry=https://registry.npm.taobao.org&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;p&gt;安装 &lt;code&gt;vue-cli&lt;/code&gt;&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;&lt;span class="o"&gt;[&lt;/span&gt;&lt;span class="n"&gt;sudo&lt;/span&gt;&lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="n"&gt;cnpm&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="n"&gt;install&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;g&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="nv"&gt;@vue&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="n"&gt;cli&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;p&gt;检查一下是否安装成功&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;vue --version
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;p&gt;创建一个vue项目，名为vue-demo&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;vue create vue-demo
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;p&gt;接着回车选择default即可&lt;/p&gt;
&lt;h2&gt;2. 学Vue当然离不开组件&lt;/h2&gt;
&lt;h4&gt;2.1尝试自己造个轮子&lt;/h4&gt;
&lt;h4&gt;2.2 尝试安装一个组件吧——以百度地图组件为例&lt;/h4&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span&gt;&lt;/span&gt;&lt;code&gt;npm install vue-baidu-map --save
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;

&lt;h5&gt;引入组件&lt;/h5&gt;
&lt;ul&gt;
&lt;li&gt;全局引用&lt;/li&gt;
&lt;li&gt;局部引用&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;此处有一坑！（如果你不熟悉前端开发的话）&lt;/strong&gt;&lt;/p&gt;
&lt;h4&gt;2.3 一些好用的组件&lt;/h4&gt;
&lt;p&gt;(1) 百度地图，针对Vue.js的第三方组件 https://dafrok.github.io/vue-baidu-map/#/zh/start/usage&lt;/p&gt;
&lt;p&gt;(1) 移动端风格小插件 https://vuetifyjs.com/zh-Hans/getting-started/quick-start/&lt;/p&gt;
&lt;p&gt;(2) 图表神器！https://github.com/ElemeFE/v-charts/blob/master/README_CN.md&lt;/p&gt;
&lt;h3&gt;SP 不会配色咋办&lt;/h3&gt;
&lt;p&gt;配个色吧！http://www.peise.net/tools/web/&lt;/p&gt;
&lt;h3&gt;找不到好看的icon怎么办&lt;/h3&gt;
&lt;p&gt;阿里图标库 https://www.iconfont.cn/&lt;/p&gt;
&lt;h3&gt;快速构建hugo主页&lt;/h3&gt;
&lt;p&gt;https://sourcethemes.com/academic/docs/install/&lt;/p&gt;</content><category term="blog"/><category term="scad"/><category term="dev"/></entry><entry><title>[教学] 基本开发环境</title><link href="https://longbiao.crowdsensing.cn/blog/dev.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/dev.html</id><content type="html">&lt;h2&gt;Windows&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;包管理器：https://chocolatey.org/why-chocolatey&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;深度学习环境&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;显卡驱动&lt;/li&gt;
&lt;li&gt;CUDA加速包&lt;/li&gt;
&lt;li&gt;Tensorflow&lt;/li&gt;
&lt;li&gt;Keras&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="scad"/><category term="dev"/></entry><entry><title>[教学] 深度学习框架Keras</title><link href="https://longbiao.crowdsensing.cn/blog/dl.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/dl.html</id><content type="html">&lt;h2&gt;可视化&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="https://www.cs.ryerson.ca/~aharley/vis/conv/"&gt;手写字符识别的三维可视化&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="/blog/files/lenet.mp4"&gt;手写字符识别LeNet演示&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="scad"/><category term="dev"/></entry><entry><title>RECOMMENDED PAPERS</title><link href="https://longbiao.crowdsensing.cn/esi-en.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/esi-en.html</id><summary type="html">&lt;h2&gt;CHEN, Chao&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Chao Chen, Shuhai Jiao, Shu Zhang, Weichen Liu, Liang Feng, Yasha Wang
&lt;br&gt;TripImputor: Real-time Imputing Taxi Trip Purpose Leveraging Multi-sourced Urban Data
&lt;br&gt;IEEE Transactions on Intelligent Transportation Systems (T-ITS), Volume: PP, Issue: 99, pages 1-13, 2018&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Chao Chen, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye Wang, Yasha Wang …&lt;/p&gt;&lt;/li&gt;&lt;/ol&gt;</summary><content type="html">&lt;h2&gt;CHEN, Chao&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Chao Chen, Shuhai Jiao, Shu Zhang, Weichen Liu, Liang Feng, Yasha Wang
&lt;br&gt;TripImputor: Real-time Imputing Taxi Trip Purpose Leveraging Multi-sourced Urban Data
&lt;br&gt;IEEE Transactions on Intelligent Transportation Systems (T-ITS), Volume: PP, Issue: 99, pages 1-13, 2018&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Chao Chen, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye Wang, Yasha Wang, Edwin Sha
&lt;br&gt;CrowdDeliver: Planning City-wide Package Delivery Paths Leveraging the Crowds of Taxis
&lt;br&gt;IEEE Transactions on Intelligent Transportation Systems (T-ITS), 18(6): 1478-1496, 2017&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;CHEN, Huihui&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Huihui Chen, Bin Guo, Zhiwen Yu and Qi Han
&lt;br&gt; CrowdTracking: Real-Time Vehicle Tracking Through Mobile Crowdsensing
&lt;br&gt; IEEE Internet of Things Journal, vol. 6, no. 5, pp. 7570-7583, Oct. 2019.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Shenlong Huangfu, Daqing Zhang
&lt;br&gt;&lt;a href="http://ieeexplore.ieee.org/document/6994876/"&gt;FlierMeet: A Mobile Crowdsensing System for Cross-Space Public Information Reposting, Tagging, and Sharing&lt;/a&gt;
&lt;br&gt;IEEE Transactions on Mobile Computing, vol. 14, no. 10, pp. 2020-2033, Oct. 1 2015
&lt;br&gt; 群智感知、群体智能&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;CHEN, Lonbiao&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Longbiao Chen, Jérémie Jakubowicz, Dingqi Yang, Daqing Zhang, Gang Pan
&lt;br&gt;Fine-Grained Urban Event Detection and Characterization Based on Tensor Co-Factorization 
&lt;br&gt;IEEE Transactions on Human-Machine Systems (T-HMS), 47(3): 380–391, 2017
&lt;br&gt; 城市计算、群智感知、社会计算&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Longbiao Chen, Daqing Zhang, Xiaojuan Ma, Leye Wang, Shijian Li, Zhaohui Wu, Gang Pan 
&lt;br&gt;Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data 
&lt;br&gt;IEEE Transactions on Intelligent Transportation Systems (T-ITS), 17(5): 1227–1242, 2016
&lt;br&gt; 城市计算、轨迹挖掘、数据融合&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;GUO, Bin&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;Bin Guo, Huihui Chen, Qi Han, Zhiwen Yu, Daqing Zhang, Yu Wang. 
&lt;br&gt;&lt;a href="http://ieeexplore.ieee.org/document/7676271/"&gt;Worker-Contributed Data Utility Measurement for Visual Crowdsensing Systems&lt;/a&gt;
&lt;br&gt; IEEE Transactions on Mobile Computing, 2017
&lt;br&gt; 群智感知、任务分配与优化、人机系统、城市计算&lt;/li&gt;
&lt;li&gt;L. Wang, B. Guo, Q. Yang. Smart City Development with Urban Transfer Learning. IEEE Computer. [Accepted]&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;WANG, Jiangtao&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong,Chao Chen, QinLv, Zhaopeng Qiu. Multi-TaskAllocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEETransactions on Mobile Computing, 2018.
&lt;br&gt; 群智感知、任务分配与优化&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Jiangtao Wang, Leye Wang, Yasha Wang, Daqing Zhang, Linghe Kong. Task Allocation in Mobile Crowd Sensing: State of the Art and Future Opportunities. IEEE Internet of Things Journal, 2018.
&lt;br&gt; 群智感知、任务分配与优化&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;WANG, Leye&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Leye Wang, Daqing Zhang, Yasha Wang, Chao Chen, Xiao Han, Abdallah M’hamed
&lt;br&gt; Sparse mobile crowdsensing: challenges and opportunities
&lt;br&gt; IEEE Communications Magazine 54 (7), 161-167，2016
&lt;br&gt; 城市计算、群智感知、环境监测&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang
&lt;br&gt; SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing
&lt;br&gt; ACM Transactions on Intelligent Systems and Technology, vol. 9, no. 2, 2018, pp. 20:1-20:28.&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;WANG, Liang&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Liang Wang, Zhiwen Yu, Bin Guo, Tao Ku, Fei Yi. Moving Destination Prediction Using Sparse Dataset: A Mobility Gradient Descent Approach, ACM Transactions on Knowledge Discovery from Data（TKDD）, Vol. 11, No. 3, 2017&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Liang Wang, Zhiwen Yu, Qi Han, Bin Guo, Haoyi Xiong. Multi-objective Optimization based Allocation of Heterogeneous Spatial Crowdsourcing Tasks, IEEE Transactions on Mobile Computing (TMC)&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;WANG, Zhu&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;Zhu Wang, Bin Guo, Zhiwen Yu, and Xingshe Zhou
&lt;br&gt; &lt;a href="https://arxiv.org/abs/1712.00146"&gt;Wi-Fi CSI based Behavior Recognition: from Signals, Actions to Activities&lt;/a&gt;
&lt;br&gt; IEEE Communications Magazine, 2018&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;XIONG, Haoyi&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier, Laura E. Barnes
&lt;br&gt; &lt;a href="http://ieeexplore.ieee.org/document/7283632/"&gt;iCrowd: Near-Optimal Task Allocation for Piggyback Crowdsensing&lt;/a&gt;
&lt;br&gt; IEEE Transactions on Mobile Computing, vol. 15, no. 8, pp. 2010-2022, Aug. 1 2016
&lt;br&gt; 群智感知、任务分配与优化、submodular maximization&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Haoyi Xiong, Jinghe Zhang, Yu Huang, Kevin Leach, Laura E. Barnes
&lt;br&gt; Daehr: A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders
&lt;br&gt; ACM Transactions on Intelligent Systems and Technology (TIST), 8(3), 47&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;YANG, Dingqi&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Dingqi Yang, Daqing Zhang, Bingqing Qu
&lt;br&gt; &lt;a href="http://dl.acm.org/citation.cfm?id=2814575"&gt;Participatory Cultural Mapping Based on Collective Behavior Data in Location Based Social Networks&lt;/a&gt;
&lt;br&gt; ACM Trans. on Intelligent Systems and Technology (TIST), 7(3): 30, 2016
&lt;br&gt; 群体智能，社会计算&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Dingqi Yang, Daqing Zhang, Vincent W. Zheng, Zhiyong Yu
&lt;br&gt; Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs
&lt;br&gt; IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), 45(1): 129-142, 2015.&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;YU, Zhiwen&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Zhiwen Yu, Fei Yi, Qin Lv, and Bin Guo. Identifying On-site Users for Social Events: Mobility, Content, and Social Relationship, IEEE Transactions on Mobile Computing, Vol. 17, No. 9, September 2018, pp. 2055-2068.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Zhiwen Yu, He Du, Fei Yi, Zhu Wang, and Bin Guo. Ten Scientific Problems in Human Behavior Understanding, CCF Transactions on Pervasive Computing and Interaction, Vol. 1, No. 1, 2019, pp. 1-7.&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;YU, Zhiyong&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;Zhiyong Yu, Daqing Zhang, Zhu Wang, Bin Guo, Ioanna Roussaki, Kevin Doolin, Ethel Claffey 
&lt;br&gt; &lt;a href="http://ieeexplore.ieee.org/document/8067705/"&gt;Toward Context-Aware Mobile Social Networks&lt;/a&gt;
&lt;br&gt; IEEE Communications Magazinevol. 55, no. 10, pp. 168-175, OCTOBER 2017&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;ZHANG, Daqing&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;Daqing Zhang, Bin Guo, and Zhiwen Yu
&lt;br&gt; &lt;a href="http://dl.acm.org/citation.cfm?id=2015932"&gt;The Emergence of Social and Community Intelligence.&lt;/a&gt;
&lt;br&gt; Computer 44, 7 (July 2011), 21-28
&lt;br&gt; 普适计算、群智感知&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;br&gt;
&lt;br&gt;&lt;/p&gt;
&lt;h1&gt;&lt;img src="/files/cup.png" width="32px"&gt; &amp;nbsp; ESI Highly Cited Papers&lt;/h1&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Bin Guo, Zhu Wang, Zhiwen Yu, Yu Wang, Neil Y. Yen, Runhe Huang, Xingshe Zhou
&lt;br&gt;&lt;a href="http://dl.acm.org/citation.cfm?id=2794400"&gt;Mobile Crowd Sensing and Computing: The Review of an Emerging Human-Powered Sensing Paradigm&lt;/a&gt;
&lt;br&gt;ACM Computing Surveys, Volume 48 Issue 1, September 2015
&lt;br&gt; 群智感知，人机系统&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Bin Guo, Yan Liu, Wenle Wu, Zhiwen Yu, and Qi Han
&lt;br&gt; ActiveCrowd: A Framework for Optimized Multitask Allocation in Mobile Crowdsensing Systems
&lt;br&gt; IEEE Transactions on Human-Machine Systems, 2017
&lt;br&gt; 群智感知、任务分配与优化、人机系统、城市计算&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;</content><category term="blog"/></entry><entry><title>[教学] 版本控制工具Git</title><link href="https://longbiao.crowdsensing.cn/blog/git.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/git.html</id><summary type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;廖雪峰Git简介：&lt;a href="https://www.liaoxuefeng.com/wiki/896043488029600"&gt;https://www.liaoxuefeng.com/wiki/896043488029600&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;GitHub中文文档：&lt;a href="https://docs.github.com/cn/github/getting-started-with-github/quickstart/set-up-git"&gt;https://docs.github.com/cn/github/getting-started-with-github/quickstart/set-up-git&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Git 工作流程：&lt;a href="https://www.ruanyifeng.com/blog/2015/12/git-workflow.html"&gt;https://www.ruanyifeng.com/blog/2015/12/git-workflow.html&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Git 使用规范流程：&lt;a href="https://www.ruanyifeng.com/blog/2015/08/git-use-process.html"&gt;https://www.ruanyifeng.com/blog/2015/08 …&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;</summary><content type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;廖雪峰Git简介：&lt;a href="https://www.liaoxuefeng.com/wiki/896043488029600"&gt;https://www.liaoxuefeng.com/wiki/896043488029600&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;GitHub中文文档：&lt;a href="https://docs.github.com/cn/github/getting-started-with-github/quickstart/set-up-git"&gt;https://docs.github.com/cn/github/getting-started-with-github/quickstart/set-up-git&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Git 工作流程：&lt;a href="https://www.ruanyifeng.com/blog/2015/12/git-workflow.html"&gt;https://www.ruanyifeng.com/blog/2015/12/git-workflow.html&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Git 使用规范流程：&lt;a href="https://www.ruanyifeng.com/blog/2015/08/git-use-process.html"&gt;https://www.ruanyifeng.com/blog/2015/08/git-use-process.html&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Practice!&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;用玩游戏的方式学习Git：&lt;a href="https://learngitbranching.js.org/?locale=zh_CN"&gt;https://learngitbranching.js.org/?locale=zh_CN&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Cheatsheet&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;常用 Git 命令清单：&lt;a href="https://www.ruanyifeng.com/blog/2015/12/git-cheat-sheet.html"&gt;https://www.ruanyifeng.com/blog/2015/12/git-cheat-sheet.html&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Advance&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Git远程操作详解：&lt;a href="https://www.ruanyifeng.com/blog/2014/06/git_remote.html"&gt;https://www.ruanyifeng.com/blog/2014/06/git_remote.html&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Branch (B) - 分支 - STAR - switch - merge - rebase - reset - revert&lt;/li&gt;
&lt;li&gt;Commit (C) - 提交 - HEAD - checkout - &lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;参考列表&lt;/h2&gt;</content><category term="blog"/><category term="scad"/><category term="git"/></entry><entry><title>[教学] 深度学习框架Keras</title><link href="https://longbiao.crowdsensing.cn/blog/keras.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/keras.html</id><content type="html">&lt;h2&gt;可视化&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="https://www.cs.ryerson.ca/~aharley/vis/conv/"&gt;手写字符识别的三维可视化&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="/blog/files/lenet.mp4"&gt;手写字符识别LeNet演示&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="scad"/><category term="dev"/></entry><entry><title>[教学] 项目主页搭建</title><link href="https://longbiao.crowdsensing.cn/blog/page.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/page.html</id><content type="html">&lt;p&gt;Hello Page.&lt;/p&gt;</content><category term="blog"/><category term="scad"/><category term="page"/></entry><entry><title>[教学] 嵌入式开发板RaspberryPi</title><link href="https://longbiao.crowdsensing.cn/blog/raspberrypi.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/raspberrypi.html</id><content type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Jasper Flick - Catlike Coding Unity: &lt;a href=""&gt;https://catlikecoding.com/unity/tutorials/&lt;/a&gt;&lt;ul&gt;
&lt;li&gt;中文翻译：&lt;a href=""&gt;https://github.com/hormanlu/CatCoding&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Practice!&lt;/h2&gt;</content><category term="blog"/><category term="scad"/><category term="dev"/></entry><entry><title>抛弃Webpack和Nodejs</title><link href="https://longbiao.crowdsensing.cn/blog/spa.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/spa.html</id><content type="html">&lt;ul&gt;
&lt;li&gt;https://medium.com/@steveolensky/create-a-spa-vuejs-application-without-node-webpack-or-any-other-build-process-using-vue-router-b9bf8e36e958&lt;/li&gt;
&lt;li&gt;https://medium.com/@jamesweee/using-vue-js-single-file-component-without-module-bundlers-aea58d892ad9&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="scad"/><category term="web"/></entry><entry><title>[教学] Unity</title><link href="https://longbiao.crowdsensing.cn/blog/unity.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/unity.html</id><summary type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;h4&gt;应用案例&lt;/h4&gt;
&lt;ul&gt;
&lt;li&gt;智慧城市数字孪生：&lt;a href=""&gt;https://unity.com/solutions/digital-twins&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;自动驾驶：&lt;/li&gt;
&lt;li&gt;农业与工程&lt;/li&gt;
&lt;li&gt;政府&lt;/li&gt;
&lt;li&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Jasper Flick - Catlike Coding Unity: &lt;a href=""&gt;https://catlikecoding.com/unity/tutorials/&lt;/a&gt;&lt;ul&gt;
&lt;li&gt;中文翻译：&lt;a href=""&gt;https://github.com/hormanlu/CatCoding&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Practice …&lt;/h2&gt;</summary><content type="html">&lt;h2&gt;Know-What&lt;/h2&gt;
&lt;h4&gt;应用案例&lt;/h4&gt;
&lt;ul&gt;
&lt;li&gt;智慧城市数字孪生：&lt;a href=""&gt;https://unity.com/solutions/digital-twins&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;自动驾驶：&lt;/li&gt;
&lt;li&gt;农业与工程&lt;/li&gt;
&lt;li&gt;政府&lt;/li&gt;
&lt;li&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Know-How&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Jasper Flick - Catlike Coding Unity: &lt;a href=""&gt;https://catlikecoding.com/unity/tutorials/&lt;/a&gt;&lt;ul&gt;
&lt;li&gt;中文翻译：&lt;a href=""&gt;https://github.com/hormanlu/CatCoding&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Practice!&lt;/h2&gt;</content><category term="blog"/><category term="scad"/><category term="unity"/></entry><entry><title>[教学] Web应用开发</title><link href="https://longbiao.crowdsensing.cn/blog/web.html" rel="alternate"/><published>2020-04-09T13:53:00+08:00</published><updated>2020-04-09T13:53:00+08:00</updated><author><name>Longbiao Chen</name></author><id>tag:longbiao.crowdsensing.cn,2020-04-09:/blog/web.html</id><content type="html">&lt;ul&gt;
&lt;li&gt;&lt;a href="vuejs.html"&gt;三十分钟认识Vue.js&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</content><category term="blog"/><category term="scad"/><category term="web"/></entry></feed>