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[{"authors":null,"categories":null,"content":"","date":1542780000,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1542780000,"objectID":"7cc3fd7bd351d6cc324e3790d70a7a4b","permalink":"/project/ethercurve-project/","publishdate":"2018-11-21T00:00:00-06:00","relpermalink":"/project/ethercurve-project/","section":"project","summary":"Topological analysis of Ethereum token networks.","tags":["TDA","Ethereum"],"title":"Ethereum Curves","type":"project"},{"authors":["Yitao Li","Umar D. Islambekov","Cuneyt G Akcora","Ekaterina Smirnova","Yulia R. Gel","Murat Kantarcioglu"],"categories":null,"content":"","date":1542348000,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1542348000,"objectID":"a93a3f38b95997f0f24814f7c11866b7","permalink":"/publication/ethercurve/","publishdate":"2018-11-16T00:00:00-06:00","relpermalink":"/publication/ethercurve/","section":"publication","summary":" Recently, the blockchain based cryptocurrencies and crypto tokens have started to attract significant interest. Crypto tokens that are sold on existing blockchains such as Ethereum have been used to raise significant funding for many start-ups. At the same time, many crypto tokens have failed and resulted in significant financial loss for their investors. This raises an important question: Can we predict the anomalous crypto tokens using the transaction graph data stored on the blockchain? Unfortunately, due to dynamic and sparse nature of the crypto token transaction graphs, existing graph analysis techniques are not directly applicable. Instead, we propose novel techniques based on topological data analysis and functional data depth that allow us to extract features that are useful for anomaly prediction. Our extensive empirical analysis show that the proposed techniques significantly outperform baseline models. ","tags":[],"title":"Ethereum Token Price Anomaly Prediction with Topological Depth Curves","type":"publication"},{"authors":null,"categories":null,"content":" In this tutorial, I\u0026rsquo;ll share my top 10 tips for getting started with Academic:\nTip 1 \u0026hellip;\nTip 2 \u0026hellip;\n","date":1536469200,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1536469200,"objectID":"6a451186c775f5f0adb3a0416d0cb711","permalink":"/tutorial/example/","publishdate":"2018-09-09T00:00:00-05:00","relpermalink":"/tutorial/example/","section":"tutorial","summary":"In this tutorial, I\u0026rsquo;ll share my top 10 tips for getting started with Academic:\nTip 1 \u0026hellip;\nTip 2 \u0026hellip;","tags":null,"title":"Example Page","type":"docs"},{"authors":[],"categories":null,"content":"Click on the Slides button above to view the built-in slides feature.\n Slides can be added in a few ways:\n Create slides using Academic\u0026rsquo;s Slides feature and link using url_slides parameter in the front matter of the talk file Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file Embed your slides (e.g. Google Slides) or presentation video on this page using shortcodes. Further talk details can easily be added to this page using Markdown and $\\rm \\LaTeX$ math code.\n","date":1483250400,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1483250400,"objectID":"96344c08df50a1b693cc40432115cbe3","permalink":"/talk/example/","publishdate":"2017-01-01T00:00:00-06:00","relpermalink":"/talk/example/","section":"talk","summary":"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum. Sed ac faucibus dolor, scelerisque sollicitudin nisi. Cras purus urna, suscipit quis sapien eu, pulvinar tempor diam.","tags":[],"title":"Example Talk","type":"talk"},{"authors":[],"categories":null,"content":" Academic makes it easy to create a beautiful website for free using Markdown. Customize anything on your site with widgets, themes, and language packs.\nFollow our easy step by step guide to learn how to build your own free website with Academic. Check out the personal demo or the business demo of what you\u0026rsquo;ll get in less than 10 minutes.\n View the documentation Ask a question Request a feature or report a bug Updating? View the Update Guide and Release Notes Support development of Academic: Donate a coffee Decorate your laptop or journal with an Academic sticker Wear the T-shirt \nKey features:\n Easily manage various content including homepage, blog posts, publications, talks, and projects Extensible via color themes and widgets/plugins Write in Markdown for easy formatting and code highlighting, with LaTeX for mathematical expressions Social/academic network linking, Google Analytics, and Disqus comments Responsive and mobile friendly Simple and refreshing one page design Multilingual and easy to customize Color Themes Academic is available in different color themes and font themes.\n Install You can choose from one of the following four methods to install:\n one-click install using your web browser (recommended) install on your computer using Git with the Command Prompt/Terminal app install on your computer by downloading the ZIP files install on your computer with RStudio Quick install using your web browser Install Academic with Netlify Netlify will provide you with a customizable URL to access your new site On GitHub, go to your newly created academic-kickstart repository and edit config.toml to personalize your site. Shortly after saving the file, your site will automatically update Read the Quick Start Guide to learn how to add Markdown content. For inspiration, refer to the Markdown content which powers the Demo Install with Git Prerequisites:\n Download and install Git Download and install Hugo Fork the Academic Kickstart repository and clone your fork with Git:\ngit clone https://github.com/sourcethemes/academic-kickstart.git My_Website Note that if you forked Academic Kickstart, the above command should be edited to clone your fork, i.e. replace sourcethemes with your GitHub username.\n Initialize the theme:\ncd My_Website git submodule update --init --recursive Install with ZIP Download and extract Academic Kickstart Download and extract the Academic theme to the themes/academic/ folder from the above step Install with RStudio View the guide to installing Academic with RStudio\nQuick start If you installed on your computer, view your new website by running the following command:\nhugo server Now visit localhost:1313 and your new Academic powered website will appear. Otherwise, if using Netlify, they will provide you with your URL.\n Read the Quick Start Guide to learn how to add Markdown content, customize your site, and deploy it. For inspiration, refer to the Markdown content which powers the Demo\n Build your site by running the hugo command. Then host it for free using Github Pages or Netlify (refer to the first installation method). Alternatively, copy the generated public/ directory (by FTP, Rsync, etc.) to your production web server (such as a university\u0026rsquo;s hosting service).\n Updating Feel free to star the project on Github to help keep track of updates and check out the release notes prior to updating your site.\nBefore updating the framework, it is recommended to make a backup of your entire website directory (or at least your themes/academic directory) and record your current version number.\nBy default, Academic is installed as a Git submodule which can be updated by running the following command:\ngit submodule update --remote --merge Check out the update guide for full instructions and alternative methods.\nFeedback \u0026amp; Contributing Please use the issue tracker to let me know about any bugs or feature requests, or alternatively make a pull request.\nFor support, head over to the Hugo discussion forum.\nLicense Copyright 2016-present George Cushen.\nReleased under the MIT license.\n","date":1461128400,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1515823200,"objectID":"279b9966ca9cf3121ce924dca452bb1c","permalink":"/post/getting-started/","publishdate":"2016-04-20T00:00:00-05:00","relpermalink":"/post/getting-started/","section":"post","summary":"Create a beautifully simple website or blog in under 10 minutes.","tags":["Academic"],"title":"Academic: the website designer for Hugo","type":"post"},{"authors":null,"categories":["R"],"content":"R Markdown\rThis is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.\nYou can embed an R code chunk like this:\nsummary(cars)\r## speed dist ## Min. : 4.0 Min. : 2.00 ## 1st Qu.:12.0 1st Qu.: 26.00 ## Median :15.0 Median : 36.00 ## Mean :15.4 Mean : 42.98 ## 3rd Qu.:19.0 3rd Qu.: 56.00 ## Max. :25.0 Max. :120.00\rfit \u0026lt;- lm(dist ~ speed, data = cars)\rfit\r## ## Call:\r## lm(formula = dist ~ speed, data = cars)\r## ## Coefficients:\r## (Intercept) speed ## -17.579 3.932\r\rIncluding Plots\rYou can also embed plots. See Figure 1 for example:\npar(mar = c(0, 1, 0, 1))\rpie(\rc(280, 60, 20),\rc(\u0026#39;Sky\u0026#39;, \u0026#39;Sunny side of pyramid\u0026#39;, \u0026#39;Shady side of pyramid\u0026#39;),\rcol = c(\u0026#39;#0292D8\u0026#39;, \u0026#39;#F7EA39\u0026#39;, \u0026#39;#C4B632\u0026#39;),\rinit.angle = -50, border = NA\r)\r\rFigure 1: A fancy pie chart.\r\r\r","date":1437703994,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1437703994,"objectID":"10065deaa3098b0da91b78b48d0efc71","permalink":"/post/2015-07-23-r-rmarkdown/","publishdate":"2015-07-23T21:13:14-05:00","relpermalink":"/post/2015-07-23-r-rmarkdown/","section":"post","summary":"R Markdown\rThis is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.\nYou can embed an R code chunk like this:\nsummary(cars)\r## speed dist ## Min. : 4.0 Min. : 2.00 ## 1st Qu.:12.0 1st Qu.: 26.00 ## Median :15.0 Median : 36.00 ## Mean :15.4 Mean : 42.98 ## 3rd Qu.","tags":["R Markdown","plot","regression"],"title":"Hello R Markdown","type":"post"},{"authors":null,"categories":null,"content":" Welcome to Slides Academic\nFeatures Efficiently write slides in Markdown 3-in-1: Create, Present, and Publish your slides Supports speaker notes Mobile friendly slides Controls Next: Right Arrow or Space Previous: Left Arrow Start: Home Finish: End Overview: Esc Speaker notes: S Fullscreen: F Zoom: Alt + Click PDF Export: E Code Highlighting Inline code: variable\nCode block:\nporridge = \u0026quot;blueberry\u0026quot; if porridge == \u0026quot;blueberry\u0026quot;: print(\u0026quot;Eating...\u0026quot;) Math In-line math: $x + y = z$\nBlock math:\n$$ f\\left( x \\right) = \\;\\frac{{2\\left( {x + 4} \\right)\\left( {x - 4} \\right)}}{{\\left( {x + 4} \\right)\\left( {x + 1} \\right)}} $$\nFragments Make content appear incrementally\n{{% fragment %}} One {{% /fragment %}} {{% fragment %}} **Two** {{% /fragment %}} {{% fragment %}} Three {{% /fragment %}} Press Space to play!\nOne Two Three \nA fragment can accept two optional parameters:\n class: use a custom style (requires definition in custom CSS) weight: sets the order in which a fragment appears Speaker Notes Add speaker notes to your presentation\n{{% speaker_note %}} - Only the speaker can read these notes - Press `S` key to view {{% /speaker_note %}} Press the S key to view the speaker notes!\n Only the speaker can read these notes Press S key to view Themes black: Black background, white text, blue links (default) white: White background, black text, blue links league: Gray background, white text, blue links beige: Beige background, dark text, brown links sky: Blue background, thin dark text, blue links night: Black background, thick white text, orange links serif: Cappuccino background, gray text, brown links simple: White background, black text, blue links solarized: Cream-colored background, dark green text, blue links Custom Slide Customize the slide style and background\n{{\u0026lt; slide background-image=\u0026quot;/img/boards.jpg\u0026quot; \u0026gt;}} {{\u0026lt; slide background-color=\u0026quot;#0000FF\u0026quot; \u0026gt;}} {{\u0026lt; slide class=\u0026quot;my-style\u0026quot; \u0026gt;}} Custom CSS Example Let\u0026rsquo;s make headers navy colored.\nCreate assets/css/reveal_custom.css with:\n.reveal section h1, .reveal section h2, .reveal section h3 { color: navy; } Questions? Ask\nDocumentation\n","date":-62135596800,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":-62135596800,"objectID":"c2915ec5da95791851caafdcba9664af","permalink":"/slides/example-slides/","publishdate":"0001-01-01T00:00:00Z","relpermalink":"/slides/example-slides/","section":"slides","summary":"Welcome to Slides Academic\nFeatures Efficiently write slides in Markdown 3-in-1: Create, Present, and Publish your slides Supports speaker notes Mobile friendly slides Controls Next: Right Arrow or Space Previous: Left Arrow Start: Home Finish: End Overview: Esc Speaker notes: S Fullscreen: F Zoom: Alt + Click PDF Export: E Code Highlighting Inline code: variable\nCode block:\nporridge = \u0026quot;blueberry\u0026quot; if porridge == \u0026quot;blueberry\u0026quot;: print(\u0026quot;Eating...\u0026quot;) Math In-line math: $x + y = z$","tags":null,"title":"Slides","type":"slides"}]