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Katedra Geotechniki, Geologii i Budownictwa Morskiego
Research Potential* badania teoretyczne i doświadczalne oraz analizy numeryczne w Mechanice Gruntów; * badania laboratoryjne i polowe gruntów; * metody wzmacniania podłoża gruntowego; * “zieloną geotechnikę” z zastosowaniem ekologicznych materiałów, technologii i zagospodarowaniem produktów ubocznych; * badania teoretyczne, doświadczalne oraz zagadnienia praktyczne fundamentowania w odniesieniu do fundamentów bezpośrednich i głębokich, tunelowania,...
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Genetic characterization of the CcpA-dependent, cellobiose-specific PTS system comprising CelB, PtcB and PtcA that transports lactose in Lactococcus lactis IL1403
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Process Control in Food Fermentation
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Empirical analysis of tree-based classification models for customer churn prediction
PublicationCustomer churn is a vital and reoccurring problem facing most business industries, particularly the telecommunications industry. Considering the fierce competition among telecommunications firms and the high expenses of attracting and gaining new subscribers, keeping existing loyal subscribers becomes crucial. Early prediction of disgruntled subscribers can assist telecommunications firms in identifying the reasons for churn and...
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Sampling-based novel heterogeneous multi-layer stacking ensemble method for telecom customer churn prediction
PublicationIn recent times, customer churn has become one of the most significant issues in business-oriented sectors with telecommunication being no exception. Maintaining current customers is particularly valuable due to the high degree of rivalry among telecommunication companies and the costs of acquiring new ones. The early prediction of churned customers may help telecommunication companies to identify the causes of churn and design...
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Intelligent Decision Forest Models for Customer Churn Prediction
PublicationCustomer churn is a critical issue impacting enterprises and organizations, particularly in the emerging and highly competitive telecommunications industry. It is important to researchers and industry analysts interested in projecting customer behavior to separate churn from non‐churn consumers. The fundamental incentive is a firm’s intent desire to keep current consumers, along with the exorbitant expense of gaining new ones....