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2,126
Decision Combination in Multiple Classifier Systems
- IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 16. NO. I. JANUARY 1994
, 1994
"... A multiple classifier system is a powerful solution to difficult pattern recognition problems involving large class sets and noisy input because it allows simultaneous use of arbitrary feature descriptors and classification procedures. Decisions by the classifiers can be represented as rankings of ..."
Abstract
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Cited by 377 (5 self)
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on the highest rank, the Borda count, and logistic regression are proposed for class set reranking. These methods have been tested in applications on degraded machine-printed characters and words from large lexicons, resulting in substantial improvement in overall correctness.
Matching Events in a Content-based Subscription System
, 2003
"... Content-based subscription systems are an emerging alternative to traditional publish-subscribe systems, because they permit more flexible subscriptions along multiple dimensions. In these systems, each subscription is a predicate which may test arbitrary attributes within an event. However, the mat ..."
Abstract
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Cited by 303 (8 self)
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Content-based subscription systems are an emerging alternative to traditional publish-subscribe systems, because they permit more flexible subscriptions along multiple dimensions. In these systems, each subscription is a predicate which may test arbitrary attributes within an event. However
Sparse solutions to linear inverse problems with multiple measurement vectors
- IEEE Trans. Signal Processing
, 2005
"... Abstract—We address the problem of finding sparse solutions to an underdetermined system of equations when there are multiple measurement vectors having the same, but unknown, sparsity structure. The single measurement sparse solution problem has been extensively studied in the past. Although known ..."
Abstract
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Cited by 272 (22 self)
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case so that they may be used in applications such as neuromagnetic imaging, where multiple measurement vectors are available, and solutions with a common sparsity structure must be computed. Cost functions appropriate to the multiple measurement problem are developed, and algorithms are derived based
Particle Filters for Positioning, Navigation and Tracking
, 2002
"... A framework for positioning, navigation and tracking problems using particle filters (sequential Monte Carlo methods) is developed. It consists of a class of motion models and a general non-linear measurement equation in position. A general algorithm is presented, which is parsimonious with the part ..."
Abstract
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Cited by 219 (23 self)
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filter can be used for positioning based on cellular phone measurements, for integrated navigation in aircraft, and for target tracking in aircraft and cars. Finally, the particle filter enables a promising solution to the combined task of navigation and tracking, with possible application to airborne
Meta Optimization: Improving Compiler Heuristics with Machine Learning
- In Proceedings of the ACM SIGPLAN ’03 Conference on Programming Language Design and Implementation
, 2002
"... Compiler writers have crafted many heuristics over the years to (approximately) solve NP-hard problems efficiently. Finding a heuristic that performs well on a broad range of applications is a tedious and difficult process. This paper introduces Meta Optimization, a methodology for automatically fin ..."
Abstract
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Cited by 116 (6 self)
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. The best general-purpose heuristic our system found improved Trimaran's hyperblock selection algorithm by an average of 25% on our training set, and 9% on a completely unrelated test set. We further test the applicability of our system on Trimaran's priority-based coloring register allocator
SCAAT: Incremental Tracking with Incomplete Information
, 1997
"... We present a promising new mathematical method for tracking a user's pose (position and orientation) for interactive computer graphics. The method, which is applicable to a wide variety of both commercial and experimental systems, improves accuracy by properly assimilating sequential observatio ..."
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Cited by 160 (14 self)
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We present a promising new mathematical method for tracking a user's pose (position and orientation) for interactive computer graphics. The method, which is applicable to a wide variety of both commercial and experimental systems, improves accuracy by properly assimilating sequential
MAX-MIN Ant System and Local Search for the Traveling Salesman Problem
- IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION (ICEC'97)
, 1997
"... Ant System is a general purpose algorithm inspired by the study of the behavior of Ant Colonies. It is based on a cooperative search paradigm that is applicable to the solution of combinatorial optimization problems. In this paper we introduce MAX --MIN Ant System, an improved version of basic Ant S ..."
Abstract
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Cited by 138 (15 self)
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Ant System is a general purpose algorithm inspired by the study of the behavior of Ant Colonies. It is based on a cooperative search paradigm that is applicable to the solution of combinatorial optimization problems. In this paper we introduce MAX --MIN Ant System, an improved version of basic Ant
Taking DCOP to the real world: efficient complete solutions for distributed multi-event scheduling
- in AAMAS
, 2004
"... Distributed Constraint Optimization (DCOP) is an elegant formalism relevant to many areas in multiagent systems, yet complete algorithms have not been pursued for real world applications due to perceived complexity. To capably capture a rich class of complex problem domains, we introduce the Distrib ..."
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Cited by 130 (28 self)
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Distributed Constraint Optimization (DCOP) is an elegant formalism relevant to many areas in multiagent systems, yet complete algorithms have not been pursued for real world applications due to perceived complexity. To capably capture a rich class of complex problem domains, we introduce
Performance of Firefly RPC
- ACM TRANSACTIONS ON COMPUTER SYSTEMS
, 1990
"... In this paper we report on the performance of the remote procedure call (RPC) implementation for the Firefly multiprocessor and analyze the implementation to account precisely for all measured latency. From the analysis and measurements, we estimate how much faster RPC could be if certain improvemen ..."
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Cited by 148 (1 self)
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. These measurements are for RPCs from user space on one machine to user space on another, using the installed system and a 10 Mbit/s Ethernet. The RPC packet exchange protocol is built on IP/UDP, and the times include calculating and verifying UDP checksums. The Fireflies used in the tests had 5 MicroVAX II
Reliable Management Services for COTSbased Space Systems and Applications
- Proc. International Conference on Embedded Systems and Applications (ESA), Las Vegas, NV
"... Abstract—Hybrid spacecraft processing platforms that combine radiation-hardened components with commercialgrade COTS components have the potential to dramatically improve performance while reducing overall project cost and risk. However, the susceptibility of COTS components to single-event upsets a ..."
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Cited by 6 (2 self)
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and other radiation effects can diminish their benefits without adequate mitigation techniques. As a major step towards a prototype system, a management service has been investigated and developed to improve the performance and reliability of a COTS-based, processing platform for space under development
Results 1 - 10
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2,126