By Juan Ramon Rabunal Dopico, Julian Dorado De La Calle, Alejandro Pazos Sierra
ISBN-10: 1599048493
ISBN-13: 9781599048499
ISBN-10: 1599048507
ISBN-13: 9781599048505
''This e-book is a complete and in-depth connection with the newest advancements within the box overlaying theoretical advancements, strategies, applied sciences, between others''--Provided by means of writer
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Thus, this adaptive method is highly useful for feature space representation. In 2006, Gavrilova and Apu showed that such methods can act as a powerful tool not only for terrain rendering, but also for motion planning and adaptive simulations (Apu and Gavrilova, 2006). They introduced Adaptive Spatial Memory (ASM) model that utilizes adaptive approach for real-time online algorithm for multi-agent collaborative motion planning. They have demonstrate that the powerful notion of adaptive computation can be applied to perception and understanding of space.
BRITS, R. (2002). Supervised Training Using an Unsuerpvised Approach to Active Learning. Neural Processing Letters, 15, 14. , & Boujemaa, N. (2004). , Seung, H. , & Tishby, N. (1997). Selective Sampling Using the Query by Committee Algorithm. Machine Learning, 28, 133-168. Gosselin, P. , & Cord, M. (2004). RETIN AL: an active learning strategy for image category retrieval. Paper presented at the International Conference on Image Processing. , & Zhang, C. (2004). Mean version space: a new active learning method for content-based image retrieval.
Zhang, B. (2001). Support Vector Machine Learning for Image Retrieval. Paper presented at the International Conference on Image Processing. , & Oles, F. (2000). A Probability Analysis on The Value of Unlabeled Data for Classification Problems. Paper presented at the Proceeding of 17th International Conference of Machine Learning, San Francisco, CA. KEy TERMS Heuristic Active Learning: The set of active learning algorithms in which the sample selection criteria is based on some heuristic objective function.
Encyclopedia of Artificial Intelligence by Juan Ramon Rabunal Dopico, Julian Dorado De La Calle, Alejandro Pazos Sierra
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