Unsupervised Optimal Fuzzy Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Competitive learning algorithms for vector quantization
Neural Networks
Machine Learning
Mailing decisions in the catalog sales industry
Management Science
Niching methods for genetic algorithms
Niching methods for genetic algorithms
Robust classification systems for imprecise environments
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Estimating campaign benefits and modeling lift
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Multiple Comparisons in Induction Algorithms
Machine Learning
Predictive modeling in automotive direct marketing: tools, experiences and open issues
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying prospective customers
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Knowledge management and data mining for marketing
Decision Support Systems - Knowledge management support of decision making
Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Learning and making decisions when costs and probabilities are both unknown
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Evaluation of prediction models for marketing campaigns
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Feature Subset Selection Using a Genetic Algorithm
IEEE Intelligent Systems
Feature Selection in Web Applications By ROC Inflections and Powerset Pruning
SAINT '01 Proceedings of the 2001 Symposium on Applications and the Internet (SAINT 2001)
Customer Targeting: A Neural Network Approach Guided by Genetic Algorithms
Management Science
Desktop Database Marketing
Oversearching and layered search in empirical learning
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Lookahead and pathology in decision tree induction
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Toward a successful CRM: variable selection, sampling, and ensemble
Decision Support Systems
Expert Systems with Applications: An International Journal
Modeling consumer situational choice of long distance communication with neural networks
Decision Support Systems
International Journal of Business Information Systems
Context-based market basket analysis in a multiple-store environment
Decision Support Systems
Inventory lot-sizing with supplier selection using hybrid intelligent algorithm
Applied Soft Computing
Inducing a marketing strategy for a new pet insurance company using decision trees
Expert Systems with Applications: An International Journal
Using a hybrid meta-evolutionary rule mining approach as a classification response model
Expert Systems with Applications: An International Journal
Boosting and measuring the performance of ensembles for a successful database marketing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Closed loop knowledge discovery for decision support in intensive care medicine
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Expert Systems with Applications: An International Journal
Evolving least squares support vector machines for stock market trend mining
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
A hybrid approach for efficient ensembles
Decision Support Systems
INTCare: on-line knowledge discovery in the intensive care unit
INES'09 Proceedings of the IEEE 13th international conference on Intelligent Engineering Systems
Toward a successful CRM: variable selection, sampling, and ensemble
Decision Support Systems
Expert Systems with Applications: An International Journal
Visualization method for customer targeting using customer map
Expert Systems with Applications: An International Journal
Hybrid mining approach in the design of credit scoring models
Expert Systems with Applications: An International Journal
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
Expert Systems with Applications: An International Journal
Constructing response model using ensemble based on feature subset selection
Expert Systems with Applications: An International Journal
Oncogenes classification measured by microarray using Genetic Algorithms
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Multi-agent system for customer relationship management with SVMs tool
International Journal of Intelligent Information and Database Systems
Application of data mining techniques for customer lifetime value parameters: a review
International Journal of Business Information Systems
Re-mining item associations: Methodology and a case study in apparel retailing
Decision Support Systems
Adjusting and generalizing CBA algorithm to handling class imbalance
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Ensemble learning for customers targeting
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Direct marketing decision support through predictive customer response modeling
Decision Support Systems
Utility-based association rule mining: A marketing solution for cross-selling
Expert Systems with Applications: An International Journal
Review: Soft computing applications in customer segmentation: State-of-art review and critique
Expert Systems with Applications: An International Journal
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We propose a data mining approach for market managers that uses artificial neural networks (ANNs) guided by genetic algorithms (GAs). Our predictive model allows the selection of an optimal target point where expected profit from direct mailing is maximized. Our approach also produces models that are easier to interpret by using a smaller number of predictive features. Through sensitivity analysis, we also show that our chosen model significantly outperforms the baseline algorithms in terms of hit rate and expected net profit on key target points.