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MATRIX FACTORIZATION TECHNIQUES FOR RECOMMENDER SYSTEMS

by Yehuda Koren, Robert Bell, Chris Volinsky - IEEE COMPUTER , 2009
"... As the Netflix Prize competition has demonstrated, matrix factorization models are superior to classic nearest-neighbor techniques for producing product recommendations, allowing the incorporation of additional information such as implicit feedback, temporal effects, and confidence levels. Modern co ..."
Abstract - Cited by 593 (4 self) - Add to MetaCart
As the Netflix Prize competition has demonstrated, matrix factorization models are superior to classic nearest-neighbor techniques for producing product recommendations, allowing the incorporation of additional information such as implicit feedback, temporal effects, and confidence levels. Modern

Passivity, feedback equivalence, and the global stabilization of minimum phase nonlinear systems

by Christopher I. Byrnes, Albert Isidori, Jan C. Willems - IEEE Transactions on Automatic Control , 1991
"... Abstract-In this paper, we derive conditions under which a nonlinear system can be rendered passive via smooth state feedback and we show that, as in the case linear systems, this is possible if and only if the system in question has relative degree 1 and is weakly minimum phase. Then, we prove tha ..."
Abstract - Cited by 146 (0 self) - Add to MetaCart
that weakly minimum phase nonlinear systems having relative degree 1 can be globally asymptotically stabilized by smooth state feedback, provided that suitable controllahilit$’-like rank conditions are satisfied. This result incorporates and extends a number of global asymptotic stabilization of certain

Solutions to Some Partial Differential Equations and Rotational Feedbacks

by Laura M. Morato
"... In this paper I consider a nonlinear generalization of Schroedinger Equation (MSE),which was introduced some years ago in [2] and [4]. It is shown that discretization in time and the introduction of suitable feedbacks can be seen as the basic step of numerical algorithms which compute time independe ..."
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In this paper I consider a nonlinear generalization of Schroedinger Equation (MSE),which was introduced some years ago in [2] and [4]. It is shown that discretization in time and the introduction of suitable feedbacks can be seen as the basic step of numerical algorithms which compute time

Photon Beam Position Monitors suitable for a Local Feedback System at ELETTRA

by Andrea Galimberti, Ro Abrami, Quian-hong Chen, Dario Giuressi, Luca Olivi, Rudi Sergo
"... A high flux Photon Beam Position Monitor (PBPM) has been designed, realized and installed at ELETTRA for increasing the beam stability with local-bump-orbit feedbacks (LF), for beam diagnostic and for beam alignment. An electronic equipment has been designed and built for the calculation of the phot ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
A high flux Photon Beam Position Monitor (PBPM) has been designed, realized and installed at ELETTRA for increasing the beam stability with local-bump-orbit feedbacks (LF), for beam diagnostic and for beam alignment. An electronic equipment has been designed and built for the calculation

Infant-like social interactions between a robot and a human caretaker

by Cynthia Breazeal, Brian Scassellati - Adaptive Behavior , 2000
"... From birth, human infants are immersed in a social environment that allows them to learn by leveraging the skills and capabilities of their caregivers. A critical pre-cursor to this type of social learning is the ability to maintain interaction levels that are neither overwhelming nor under-stim-ula ..."
Abstract - Cited by 157 (8 self) - Add to MetaCart
-stim-ulating. In this paper, we present a mechanism for an autonomous robot to regulate the intensi-ty of its social interactions with a human. Similar to the feedback from infant to caregiver, the robot uses expressive displays to modulate the interaction intensity. This mechanism is integrat-ed within a general framework

HABITAT SUITABILITY INDEX MODELS:

by Cajundqltlf Boult"vard, Wildlife Service, U. S. Fish, Wildlife Service , 1987
"... Habitat models are designed for a wide variety of planning applications where habitat information is an important consideration in the decision process. However, it is impossible to develop a model that performs equally well in all situations. Assistance from users and researchers is an important pa ..."
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part of the model improvement process. Each model is published individually to facilitate updating and reprinting as new i nformat i on becomes avail ab1e. User feedback on model performance will assist in improving habitat models for future applications. Please complete this form following application

HABITAT SUITABILITY INDEX MODELS:

by Greater Sandhill Crane, Wildlife Service, U. S. Fish, Wildlife Service , 1987
"... Habitat models are designed for a wide variety of planning applications where habitat information is an important consideration in the decision process. However, it is impossible to develop a model that performs equally well in all situations. Assistance from users and researchers is an important pa ..."
Abstract - Add to MetaCart
part of the model improvement process. Each model is published individually to facilitate updating and reprinting as new information becomes available. User feedback on model performance will assist in improving habitat models for future applications. Please complete this form following application

HABITAT SUITABILITY INDEX MODELS:

by American Woodcock (wintering, Wildlife Service, U. S. Fish, Wildlife Service , 1985
"... ;. Department of the InteriorThis is one of the first reports to be published in the new "Biological Report " series. This technical repor-t series, published by the Research and Development branch of the U.S. Fish and Wildlife Service, replaces the "FWS/OBS " series published fr ..."
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process. Each model is published individually to facilitate updating and reprinting as new information becomes available. User feedback on model performance will assist in improving habitat models for future applications. Please complete this form following application or review of the model. Feel free

Stabilization of nonlinear systems with limited information feedback

by Daniel Liberzon, João P. Hespanha - IEEE Trans. Automat. Control , 2005
"... Abstract—This note is concerned with the problem of stabilizing a nonlinear continuous-time system by using sampled encoded measurements of the state. We demonstrate that global asymptotic stabilization is possible if a suitable relationship holds between the number of values taken by the encoder, t ..."
Abstract - Cited by 69 (10 self) - Add to MetaCart
Abstract—This note is concerned with the problem of stabilizing a nonlinear continuous-time system by using sampled encoded measurements of the state. We demonstrate that global asymptotic stabilization is possible if a suitable relationship holds between the number of values taken by the encoder

3-D motion estimation in model-based facial image coding

by Haibo Li, Pertti Roivainen, Robert Forchheimer , 1993
"... This paper addresses the issue of 3-D motion estimation in model-based facial image coding. A new approach to estimating the motion of the head and the facial expressions is presented and has the following characteristics: 1) An affine nonrigid motion model is set up. The specific knowledge about fa ..."
Abstract - Cited by 154 (5 self) - Add to MetaCart
facial shape and facial expression is formulated by this model in the form of parameters. This affine motion model is especially suitable to such a type of nonrigid motion as facial expressions. 2) Based on the affine model, we present a direct method of estimating the two-view motion parameters. Because
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