Ekrem Duman

Orcid: 0000-0001-5176-6186

According to our database1, Ekrem Duman authored at least 38 papers between 2005 and 2024.

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Bibliography

2024
Solving a new application of asymmetric TSP by modified migrating birds optimization algorithm.
Evol. Intell., June, 2024

Turkish Cashier Problem with time windows and its solution by matheuristic algorithms.
RAIRO Oper. Res., 2024

2023
Classification of hundreds of classes: A case study in a bank internal control department.
J. Intell. Fuzzy Syst., 2023

Social media analytical CRM: a case study in a bank.
J. Intell. Fuzzy Syst., 2023

2022
Deep Reinforcement Learning Approach for Trading Automation in the Stock Market.
IEEE Access, 2022

2021
Optimal ATM replenishment policies under demand uncertainty.
Oper. Res., 2021

2020
Comparison of Computational Intelligence Models on Forecasting Automated Teller Machine Cash Demands.
J. Multiple Valued Log. Soft Comput., 2020

2019
Preface: 13th Cologne-Twente Workshop on Graphs and Combinatorial Optimization (CTW 2015).
Discret. Appl. Math., 2019

2017
A novel collection optimisation solution maximising long-term profits: a case study in an international bank.
J. Decis. Syst., 2017

2016
Benchmarking regression algorithms for income prediction modeling.
Inf. Syst., 2016

A profit-driven Artificial Neural Network (ANN) with applications to fraud detection and direct marketing.
Neurocomputing, 2016

2015
Intelligent Classification-Based Methods in Customer Profitability Modeling.
Proceedings of the Intelligent Techniques in Engineering Management, 2015

Detecting credit card fraud by Modified Fisher Discriminant Analysis.
Expert Syst. Appl., 2015

Optimization of ATM cash replenishment with group-demand forecasts.
Expert Syst. Appl., 2015

Combining and solving sequence dependent traveling salesman and quadratic assignment problems in PCB assembly.
Discret. Appl. Math., 2015

Modeling ATM Location Optimization using Predictive Modeling.
Proceedings of the Advances in Data Mining, 15th Industrial Conference, 2015

A New TDVRP (Time Dependent Vehicle Routing Problem) Model and its Solution by Genetic Algorithm.
Proceedings of the 13th Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2015

Approaches for optimizing cross-sell and up-sell opportunities in campaigns.
Proceedings of the 13th Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2015

2013
A cost-sensitive decision tree approach for fraud detection.
Expert Syst. Appl., 2013

Applying Migrating Birds Optimization to Credit Card Fraud Detection.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Solving Credit Card Fraud Detection Problem by the New Metaheuristics Migrating Birds Optimization.
Proceedings of the Advances in Computational Intelligence, 2013

A Novel and Successful Credit Card Fraud Detection System Implemented in a Turkish Bank.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Routing ATM loading vehicles.
Proceedings of the 12th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2013

2012
Migrating Birds Optimization: A new metaheuristic approach and its performance on quadratic assignment problem.
Inf. Sci., 2012

Comparing alternative classifiers for database marketing: The case of imbalanced datasets.
Expert Syst. Appl., 2012

An Application of the Sequence Dependent TSP in PCB Assembly.
Proceedings of the 11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2012

VRP12 - A New Variant of the Vehicle Routing Problem.
Proceedings of the 11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2012

2011
Detecting credit card fraud by genetic algorithm and scatter search.
Expert Syst. Appl., 2011

Migrating Birds Optimization: A New Meta-heuristic Approach and Its Application to the Quadratic Assignment Problem.
Proceedings of the Applications of Evolutionary Computation, 2011

2010
Preventing Internet Banking Fraud and Money Laundering Using Customer Trustability Index.
Proceedings of the Web Intelligence and Security, 2010

Exact and metahueristic approaches for optimizing the operations of chip mounter machines.
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

2007
Modelling the operations of a component placement machine with rotational turret and stationary component magazine.
J. Oper. Res. Soc., 2007

Decision making by simulation in a parcel transportation company.
J. Frankl. Inst., 2007

Allocation of Component Types to Machines in the Automated Assembly of Printed Circuit Boards.
J. Comput., 2007

The quadratic assignment problem in the context of the printed circuit board assembly process.
Comput. Oper. Res., 2007

Money Laundering Detection Using Data Mining.
Proceedings of the Mining Massive Data Sets for Security, 2007

2006
Dispatching Rules for Allocation of Component Types to Machines in the Automated Assembly of Printed Circuit Boards.
Proceedings of the Computer and Information Sciences, 2006

2005
A TSP (1, 2) application arising in cable assembly shops.
J. Oper. Res. Soc., 2005


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