SM05: Enhanced feature selection for website classification

Goal of this study is to propose a heuristic upgrade to existing feature selection (FS) functions, that would improve multi-class single-label classification by exploiting information already available in the training dataset. The proposed FIP (Flat Inverse Particularity) function, is based on assumption that features with small website-level frequency and high page-level frequency within single website,…

imbWBI.ConsoleTool Console Reference (v0.3.1)

imbWBIWeb Business Intelligence libraries of imbVeles Framework..ConsoleTool Console Reference of console commands available at imbWBIWeb Business Intelligence libraries of imbVeles Framework..ConsoleTool Console command line interface. Implementation class (CommandConsole) of (imbWBIWeb Business Intelligence libraries of imbVeles Framework..ConsoleTool, Version=1.0.0.0, Culture=neutral, PublicKeyToken=null 1.0.0.0). Generated: Monday, November 19, 2018 – imbWBIWeb Business Intelligence libraries of imbVeles Framework. Console tool [v0.3.1]. Author: Goran Grubić [Copyright (c) 2017-2018] Generated…

Crossed 10k downloads at NuGet & new versions released

GitHub Repository with new imbNLP.Standard library is just uploaded https://github.com/gorangrubic/imbNLP.Standard imbACE.Standard NuGet Libraries 0.2.30 released https://www.nuget.org/packages/imbACE.Core.Standard/ https://www.nuget.org/packages/imbACE.Network.Standard/ https://www.nuget.org/packages/imbACE.Services.Standard/ imbSCI.Standard NuGet Libraries 0.3.71 released https://www.nuget.org/packages/imbSCI.Data.Standard/ https://www.nuget.org/packages/imbSCI.Core.Standard/ https://www.nuget.org/packages/imbSCI.DataComplex.Standard/ https://www.nuget.org/packages/imbSCI.Graph.Standard/ … API Documentation for imbSCI libraries updated API Documentation for imbWBIWeb Business Intelligence libraries of imbVeles Framework. libraries (including imbWEM and imbWBIWeb Business Intelligence libraries of imbVeles Framework.)…

WebKB Industry 7 Sectors 2018 dataset reconstruction tutorial

a) Download the original WebKB’s Industry 7 Sectors dataset from the project’s web page. The archive should be at: http://www.cs.cmu.edu/afs/cs/project/theo-20/www/data/bootstrappingIE/7sectors.tar.gz b) Unpack the archive in [imbWBIWeb Business Intelligence libraries of imbVeles Framework. Console Application Install Directory]\datasets\7Sectors ( DRAFT — COMING SOON )

Academia Q: Is it okay if a PhD student’s work seems insignificant compared to others’?

My answer to a question from Academia Stack Exchange: https://academia.stackexchange.com/questions/115850/is-it-okay-if-a-phd-students-work-seems-insignificant-compared-to-others/116917#116917 To suggest an answer, based on personal experience and experience of my friends: I propose an illustration on how the 3 key variables in student’s cognition, usually evolve during PhD studies (including completion of the thesis and peer-reviewed article publication), below. On the graph we…