Results 41 to 50 of about 299,812 (168)
Online Coregularization for Multiview Semisupervised Learning
The Scientific World Journal, 2013 We propose a novel online coregularization framework for multiview semisupervised learning based on the notion of duality in constrained optimization.
Boliang Sun +3 more
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Online Planning Algorithms for POMDPs
Journal of Artificial Intelligence Research, 2008 Partially Observable Markov Decision Processes (POMDPs) provide a rich framework for sequential decision-making under uncertainty in stochastic domains. However, solving a POMDP is often intractable except for small problems due to their complexity. Here, we focus on online approaches that alleviate the computational complexity by computing good local ...
Ross, Stéphane +3 more
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Cost-Minimizing Online Algorithms for Geo-Distributed Data Analytics
IEEE Access, 2019 Modern enterprises often manage geographically distributed datacenters around the globe. In such environment, datasets are naturally collected and stored in different data centers and were later queried for complex analytics.
Jiao Huang +3 more
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Online algorithms for market clearing
Journal of the ACM, 2006 In this article, we study the problem of online market clearing where there is one commodity in the market being bought and sold by multiple buyers and sellers whose bids arrive and expire at different times. The auctioneer is faced with an online clearing problem of deciding which buy and sell bids to match without knowing what bids will ...
Blum, Avrim +2 more
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Robust machine-learned algorithms for efficient grid operation
Environmental Data ScienceIncreasing penetration of variable and intermittent renewable energy resources on the energy grid poses a challenge for reliable and efficient grid operation, necessitating the development of algorithms that are robust to this uncertainty.
Nicolas Christianson +6 more
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On-line Tuning Strategy for PI Control Algorithms
Journal of King Saud University: Engineering Sciences, 1999 On-line model-based tuning of the parameters of conventional PI control algorithms is considered. This is accomplished by requiring satisfaction of the performance specifications.
Emad Ali
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Online Financial Algorithms: Competitive Analysis
International Journal of Computer Applications, 2012 Analysis of algorithms with complete knowledge of its inputs is sometimes not up to our expectations. Many times we are surrounded with such scenarios where inputs are generated without any prior knowledge. Online Algorithms have found their applicability in broad areas of computer engineering.
Kumar, Sandeep, Garg, Deepak
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IGAOD: An online design framework for interactive genetic algorithms
SoftwareX, 2022 In order to prompt the theoretical research and application of interactive genetic algorithm (IGA), the framework for IGAOD (Interactive Genetic Algorithm Online Design) is developed from the perspective of software reuse and the commonness and ...
DongBo Huang, Xing Xu
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Formal Analysis of Online Algorithms [PDF]
, 2011 In [2], we showed how viewing online algorithms as reactive systems enables the application of ideas from formal verification to the competitive analysis of online algorithms. Our approach is based on weighted automata, which assign to each input word a cost in R≥0.
Benjamin Aminof +2 more
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Research on Sentiment Classification Algorithms on Online Review
Complexity, 2020 The product online review text contains a large number of opinions and emotions. In order to identify the public’s emotional and tendentious information, we present reinforcement learning models in which sentiment classification algorithms of product ...
Ruixia Yan +4 more
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