Probabilistic and genetic algorithms in document retrieval
Communications of the ACM
A neural network for probabilistic information retrieval
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
Using the cosine measure in a neural network for document retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Relevance feedback and inference networks
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Computation of term associations by a neural network
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Journal of the American Society for Information Science
Pivoted document length normalization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
On relevance weights with little relevance information
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Query Optimization in Information Retrieval Using Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
Using genetic algorithms to find suboptimal retrieval expert combinations
Proceedings of the 2002 ACM symposium on Applied computing
A Study on Using Genetic Niching for Query Optimisation in Document Retrieval
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Multiple query evaluation based on an enhanced genetic algorithm
Information Processing and Management: an International Journal - Modelling vagueness and subjectivity in information access
Learning retrieval expert combinations with genetic algorithms
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
On using genetic algorithms for multimodal relevance optimization in information retrieval
Journal of the American Society for Information Science and Technology
Improving search results with data mining in a thematic search engine
Computers and Operations Research
Improving the learning of Boolean queries by means of a multiobjective IQBE evolutionary algorithm
Information Processing and Management: an International Journal
Improving the learning of Boolean queries by means of a multiobjective IQBE evolutionary algorithm
Information Processing and Management: an International Journal
A Web page classification system based on a genetic algorithm using tagged-terms as features
Expert Systems with Applications: An International Journal
Optimal genetic query algorithm for information retrieval
ISPA'04 Proceedings of the Second international conference on Parallel and Distributed Processing and Applications
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
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This paper describes a genetic algorithm approach forintelligent information retrieval. The goal is to find an optimal setof documents which best matches the user‘s needs by exploring andexploiting the document space. More precisely, we define a specificgenetic algorithm for information retrieval based on knowledge basedoperators and guided by a heuristic for relevance multi-modalityproblem solving. Experiments with TREC-6 French data and queriesshow the effectiveness of our approach.