Entropy and information theory
Entropy and information theory
Artificial intelligence (3rd ed.)
Artificial intelligence (3rd ed.)
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
International Journal of Man-Machine Studies - Special issue: symbolic problem solving in noisy and novel task environments
C4.5: programs for machine learning
C4.5: programs for machine learning
Neural networks for decision support: problems and opportunities
Decision Support Systems - Special issue on neural networks for decision support
An interactive-graphic environment for automatic generation of decision trees
Decision Support Systems
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Fuzzy neural networks with application to sales forecasting
Fuzzy Sets and Systems
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
Clustering Algorithms
Ensembling neural networks: many could be better than all
Artificial Intelligence
Readings in Knowledge Representation
Readings in Knowledge Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning
A Compact and Accurate Model for Classification
IEEE Transactions on Knowledge and Data Engineering
NeC4.5: Neural Ensemble Based C4.5
IEEE Transactions on Knowledge and Data Engineering
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
Estimating continuous distributions in Bayesian classifiers
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Clustering of the self-organizing map
IEEE Transactions on Neural Networks
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
Mining typical patterns from databases
Information Sciences: an International Journal
Sales forecasting using extreme learning machine with applications in fashion retailing
Decision Support Systems
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
Visualization of multi-algorithm clustering for better economic decisions - The case of car pricing
Decision Support Systems
SKU demand forecasting in the presence of promotions
Expert Systems with Applications: An International Journal
Multi-agent neural business control system
Information Sciences: an International Journal
Mining learners' behavior in accessing web-based interface
Edutainment'07 Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment
Role-based decision mining for multiagent emergency response management
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Knowledge integration on fresh food management
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
A hybrid SARIMA wavelet transform method for sales forecasting
Decision Support Systems
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Development of a soldering quality classifier system using a hybrid data mining approach
Expert Systems with Applications: An International Journal
Sequential manifold learning for efficient churn prediction
Expert Systems with Applications: An International Journal
The bank loan approval decision from multiple perspectives
Expert Systems with Applications: An International Journal
A multivariate intelligent decision-making model for retail sales forecasting
Decision Support Systems
International Journal of Decision Support System Technology
Looking for representative fit models for apparel sizing
Decision Support Systems
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Competition and globalization imply a very accurate production and sourcing management of the Textile-Apparel-Distribution network actors. A sales forecasting system is required to respond to the versatile textile market and the needs of the distributors. Nowadays, due to the specific constraints of the textile sales (numerous and new items, short life time), existing forecasting models are generally unsuitable or unusable. We propose a forecasting system, based on clustering and classification tools, which performs mid-term forecasting. Performances of our models are evaluated using real data from an important French textile distributor.