Titlebook: Intelligent Information and Database Systems; 12th Asian Conferenc Pawe? Sitek,Marcin Pietranik,Chutimet Srinilta Conference proceedings 20

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Real Estate Market Price Prediction Framework Based on Public Data Sources with Case Study from Croaresearch is fully functional apartment price prediction model to assist a house seller or a real estate agent make better informed decisions based on house price valuation. The experiments demonstrate that the XGBoost algorithm, based on accuracy, consistently outperforms the other models in the performance of housing price prediction.

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Data Collection for Natural Language Processing Systemsorrect dataset by help of humans. We created an automated web application (a game) that allows to collect incorrect texts and misspellings from players for texts written in the Slovak language. Based on the obtained data, we built a model of common errors that can be used to generate a large amount of authentic looking erroneous texts.

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Intelligent Information and Database Systems978-981-15-3380-8Series ISSN 1865-0929 Series E-ISSN 1865-0937

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