International Journal of Man-Machine Studies - Special Issue: Knowledge Acquisition for Knowledge-based Systems. Part 5
Computer systems that learn: classification and prediction methods from statistics, neural nets, machine learning, and expert systems
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
C4.5: programs for machine learning
C4.5: programs for machine learning
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Fast training of support vector machines using sequential minimal optimization
Advances in kernel methods
MetaCost: a general method for making classifiers cost-sensitive
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
An Instance-Weighting Method to Induce Cost-Sensitive Trees
IEEE Transactions on Knowledge and Data Engineering
Machine Learning
Combination of multiple classifiers for the customer's purchase behavior prediction
Decision Support Systems - Special issue: Agents and e-commerce business models
The Case against Accuracy Estimation for Comparing Induction Algorithms
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Concept Formation and Decision Tree Induction Using the Genetic Programming Paradigm
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
Application of Genetic Programming to Induction of Linear Classification Trees
Proceedings of the European Conference on Genetic Programming
A comparative assessment of classification methods
Decision Support Systems
Cost-Sensitive Learning by Cost-Proportionate Example Weighting
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
MultiGen: an integrated multiple-objective solution system
Decision Support Systems
Model selection for medical diagnosis decision support systems
Decision Support Systems
Bayesian Models for Early Warning of Bank Failures
Management Science
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
EDDIE-automation, a decision support tool for financial forecasting
Decision Support Systems - Special issue: Data mining for financial decision making
Using AUC and Accuracy in Evaluating Learning Algorithms
IEEE Transactions on Knowledge and Data Engineering
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
A scalable decision tree system and its application in pattern recognition and intrusion detection
Decision Support Systems
Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction
Journal of Management Information Systems - Special section: Data mining
Journal of Management Information Systems - Special section: Information technology and its organizational impact
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
A hybrid sales forecasting system based on clustering and decision trees
Decision Support Systems
A Comparison of Classification Methods for Predicting Deception in Computer-Mediated Communication
Journal of Management Information Systems
Evaluating and Tuning Predictive Data Mining Models Using Receiver Operating Characteristic Curves
Journal of Management Information Systems
Genetic Programming-Based Discovery of Ranking Functions for Effective Web Search
Journal of Management Information Systems
Profiling Web Usage in the Workplace: A Behavior-Based Artificial Intelligence Approach
Journal of Management Information Systems
Muiltiobjective optimization using nondominated sorting in genetic algorithms
Evolutionary Computation
Strongly typed genetic programming
Evolutionary Computation
Constrained Cascade Generalization of Decision Trees
IEEE Transactions on Knowledge and Data Engineering
The foundations of cost-sensitive learning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Improving induction decision trees with parallel genetic programming
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
'Identifying the structure of nonlinear dynamic systems using multiobjective genetic programming
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
An Efficient Algorithm for Generating Generalized Decision Forests
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A Multi-criteria Convex Quadratic Programming model for credit data analysis
Decision Support Systems
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction
Proceedings of the 2009 ACM symposium on Applied Computing
Tuning Data Mining Methods for Cost-Sensitive Regression: A Study in Loan Charge-Off Forecasting
Journal of Management Information Systems
Commercial Internet filters: Perils and opportunities
Decision Support Systems
A survey on the application of genetic programming to classification
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Evolutionary model tree induction
Proceedings of the 2010 ACM Symposium on Applied Computing
Lexicographic multi-objective evolutionary induction of decision trees
International Journal of Bio-Inspired Computation
A fuzzy-genetic decision support system for project team formation
Applied Soft Computing
An extended tuning method for cost-sensitive regression and forecasting
Decision Support Systems
Computers and Operations Research
Pareto-optimality of oblique decision trees from evolutionary algorithms
Journal of Global Optimization
Evolutionary multi objective optimization for rule mining: a review
Artificial Intelligence Review
Tuning expert systems for cost-sensitive decisions
Advances in Artificial Intelligence
Re-mining item associations: Methodology and a case study in apparel retailing
Decision Support Systems
Comparative analysis of data mining methods for bankruptcy prediction
Decision Support Systems
A multi-objective approach for the motion planning of redundant manipulators
Applied Soft Computing
Two New Prediction-Driven Approaches to Discrete Choice Prediction
ACM Transactions on Management Information Systems (TMIS)
Efficient classifiers for multi-class classification problems
Decision Support Systems
Decision trees: a recent overview
Artificial Intelligence Review
Information Sciences: an International Journal
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