Author: Goran Grubic

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)

imbWBI.ConsoleTool Console Reference of console commands available at imbWBI.ConsoleTool Console command line interface. Implementation class (CommandConsole) of (imbWBI.ConsoleTool, Version=1.0.0.0, Culture=neutral, PublicKeyToken=null 1.0.0.0). Generated: Monday, November 19, 2018 – imbWBI Console tool [v0.3.1]. Author: Goran Grubić [Copyright (c) 2017-2018] Generated with imbACE.Core (0.2.0.21) General info Type ‘help’ and press enter to show list of all commands, ‘exit’ to…

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 imbWBI libraries (including imbWEM and imbWBI) is updated

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…