Ljiljana Kascelan

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 14

Top Topics

Ensemble Learning

Top Venues

J. Theor. Appl. Electron. Commer. Res.

Intell. Autom. Soft Comput.

Inf. Technol. Dev.

Publications

Suncica Rogic, Ljiljana Kascelan
Decoding Customer Behaviour: Relevance of Web and Purchasing Behaviourin Predictive Response Modeling. AIAI (1) (2023)
Damir V. Sindik, Vladimir Kascelan, Ljiljana Kascelan
Simulation of disequilibrium and chaos in aggregates of disposable income, wealth, and consumption in EU macroeconomics using nonlinear dynamic analysis. Simul. 99 (2) (2023)
Suncica Rogic, Ljiljana Kascelan, Vladimir Kascelan, Vladimir Durisic
Automatic customer targeting: a data mining solution to the problem of asymmetric profitability distribution. Inf. Technol. Manag. 23 (4) (2022)
Suncica Rogic, Ljiljana Kascelan
Customer Response Modeling Using Ensemble of Balanced Classifiers: Significance of Web Metrics. SAI (1) (2022)
Suncica Rogic, Ljiljana Kascelan, Mirjana Pejic Bach
Customer Response Model in Direct Marketing: Solving the Problem of Unbalanced Dataset with a Balanced Support Vector Machine. J. Theor. Appl. Electron. Commer. Res. 17 (3) (2022)
Suncica Rogic, Ljiljana Kascelan
Class balancing in customer segments classification using support vector machine rule extraction and ensemble learning. Comput. Sci. Inf. Syst. 18 (3) (2021)
Suncica Rogic, Ljiljana Kascelan
Segmentation Approach for Athleisure and Performance Sport Retailers Based on Data Mining Techniques. Int. J. E Serv. Mob. Appl. 13 (3) (2021)
Vladimir Djurisic, Ljiljana Kascelan, Suncica Rogic, Boban Melovic
Bank CRM Optimization Using Predictive Classification Based on the Support Vector Machine Method. Appl. Artif. Intell. 34 (12) (2020)
Dijana Kovacevic, Ljiljana Kascelan
Internet Usage Patterns and Gender Differences: A Deep Learning Approach. IEEE Consumer Electron. Mag. 9 (6) (2020)
Biljana Rondovic, Tamara Djurickovic, Ljiljana Kascelan
Drivers of E-Business Diffusion in Tourism: A Decision Tree Approach. J. Theor. Appl. Electron. Commer. Res. 14 (1) (2019)
Biljana Rondovic, Ljiljana Kascelan, Vujica Lazovic, Tamara Durickovic
Discovering the determinants and predicting the degree of e-business diffusion using the decision tree method: evidence from Montenegro. Inf. Technol. Dev. 25 (2) (2019)
Suncica Rogic, Ljiljana Kascelan
Customer Value Prediction in Direct Marketing Using Hybrid Support Vector Machine Rule Extraction Method. ADBIS (Short Papers and Workshops) (2019)
Ljiljana Kascelan, Vladimir Kascelan
Component-Based Decision Trees: Empirical Testing on Data Sets of Account Holders in the Montenegrin Capital Market. Int. J. Oper. Res. Inf. Syst. 6 (4) (2015)
Ljiljana Kascelan, Vladimir Kascelan, Miomir Jovanovic
Hybrid support vector machine rule extraction method for discovering the preferences of stock market investors: Evidence from Montenegro. Intell. Autom. Soft Comput. 21 (4) (2015)
Ljiljana Kascelan, Vladimir Kascelan, Milijana Novovic-Buric
A Data Mining Approach for Risk Assessment in Car Insurance: Evidence from Montenegro. Int. J. Bus. Intell. Res. 5 (3) (2014)
Jasna Mirkovic, Ljiljana Kascelan
Data mart design for managing IT department in a telecommunications company. MIPRO (2012)
Ljiljana Kascelan, Dragana Becejski-Vujaklija
A model for data mining system in financial crisis management based on data warehouse concept. Comput. Sci. Inf. Syst. 2 (1) (2005)