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Inteligencia Artificial

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Google Chrome Click Chrome menu. Learn more about managing your cookies settings in Google Chrome, like how to block third-party cookies. Talk on Artificial Intelligence in Information Retrieval Systems Applications. AI is the current scientific and technological development in a frontier discipline in computer science, control theory, information theory, neural psychology, philosophy, linguistics and other disciplines developed on the basis of the study, is a very comprehensive a strong interdisciplinary.

Talk on Artificial Intelligence in Information Retrieval Systems Applications

In general, the artificial intelligence is a study of how to construct intelligent machines or intelligent systems, so that it can simulate, extend the expansion of human intelligence subjects. At present, the artificial intelligence research is the combination of more specific areas, the main research fields of expert systems, machine learning, pattern recognition and natural language comprehension. Since the inception of artificial intelligence technology, its research has had significant results. Artificial intelligence applied to the results of information retrieval systems - Intelligent Information Retrieval System to the field of information retrieval has brought a revolutionary change.

Xiaofei He's Publications. Gaussian Mixture Model with Local Consistency Jialu Liu, Deng Cai, and Xiaofei He.

Xiaofei He's Publications

The 24th AAAI Conference on Artificial Intelligence (AAAI), Atlanta, Georgia, USA, July 2010. Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval [PDF] Xiaofei He. IEEE Transactions on Image Processing, 19(1):254-263, 2010. Convex Experimental Design using Manifold Structure for Image Retrieval [PDF] Lijun Zhang, Chun Chen, Jiajun Bu, Wei Chen, Deng Cai, and Xiaofei He. Proc. 2009 ACM International Conference on Multimedia, Beijing, China, October, 2009. Regularized query classification using search click information [PDF] Xiaofei He and Pradhuman Jhala. Journal Papers (Before 2008) Clustering and Searching WWW Images Using Link and Page Layout Analysis [PDF] Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma and Hong-Jiang Zhang. Conference Papers (Before 2008) Thesis Locality Preserving Projections Xiaofei He. Information Processing & Management - Artificial intelligence in information retrieval systems.

A survey is given of the potential role of artificial intelligence in retrieval systems.

Information Processing & Management - Artificial intelligence in information retrieval systems

Papers by Bush and Turing are used to introduce early ideas in the two fields and definitions for artificial intelligence and information retrieval for the purposes of this paper are given. A simple model of an information retrieval system provides a framework for subsequent discussion of artificial intelligence concepts and their applicability in information retrieval. Concepts surveyed include pattern recognition, representation, problem solving and planning, heuristics, and learning. The paper concludes with an outline of areas for further research on artificial intelligence in information retrieval systems.