Effective Bayesian Modelling with Knowledge Before Data

This project aims to improve evidence-based decision-making. What makes it radical is that it plans to do this in situations (common for critical risk assessment problems) where there is little or even no data, and hence where traditional statistics cannot

Posted in Past projects, Projects

Project BAYES-KNOWLEDGE

Starting 1 April 2015 I have taken the part-time programmer role in the BAYES-KNOWLEDGE EU-funded project. The project significantly enhances the way of building Bayesian network models by domain experts and, partially, from empirical data. It is managed by Professor

Posted in News

Farewell University of Szczecin, welcome West Pomeranian University of Technology

After over 13 years at the University of Szczecin it is time to move on. As of beginning of March 2014 I am now with the West Pomeranian University of Technology. I would like to thank all my colleagues and

Posted in News

Best paper award at eKNOW 2013

After reviewing the papers presented in this conference, my paper “An Expert-Driven Bayesian Network Model for Simulating and Predicting Software Quality” has been awarded as one of the top papers of the Fifth International Conference on Information, Process, and Knowledge

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CfP KKIO and SMI 2013

Please consider submitting a paper to a Polish Conference on Software Engineering (KKIO) and/or the Congress of Young IT Scientists (SMI). Both conferences will take place in Szczecin, Poland on 18-20 Sept. 2013. I am a PC member in both

Posted in News

Site moved and refreshed

Welcome to my new site! I have just moved old contents to a new domain lukaszradlinski.com. All earlier links should forward you to this new location. I also took this opportunity and refreshed the graphical appearance with a completely new

Posted in News

Integrated probabilistic model for software quality prediction

The aim of the project is to develop a Bayesian net for software quality prediction. This model integrates multiple sources of data/konwledge. It adopts the most important advantages of existing software quality models, results of analyses of empirical data, and

Posted in Past projects, Projects

Integrated analysis and prediction of software quality effort

The goal of the project is to develop analytical models for estimating effort, risk and cost/benefit for activities directed toward quality assurance and quality management in large software projects. These models should take into account various factors describing the nature

Posted in Past projects, Projects

Risk Taxonomy in Bayesian Networks for Software Project Risk Assessment

The work will define a risk taxonomy to apply to existing and new models (Bayesian nets) for software project risk assessment. We will also develop a tool to help develop, manage and use models applying the risk taxonomy. We also

Posted in Past projects, Projects

Application of ERP-class IT system in managing local government

The main goal of the project is to develop an integrated ERP-class IT system supporting management of local government’s unit.

Posted in Past projects, Projects
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