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Cluster Ensembles - A Knowledge Reuse Framework for Combining Multiple Partitions

by Alexander Strehl, Joydeep Ghosh, Claire Cardie - Journal of Machine Learning Research , 2002
"... This paper introduces the problem of combining multiple partitionings of a set of objects into a single consolidated clustering without accessing the features or algorithms that determined these partitionings. We first identify several application scenarios for the resultant 'knowledge reuse&ap ..."
Abstract - Cited by 603 (20 self) - Add to MetaCart
(consensus functions). The first combiner induces a similarity measure from the partitionings and then reclusters the objects. The second combiner is based on hypergraph partitioning. The third one collapses groups of clusters into meta-clusters which then compete for each object to determine the combined

Informed Prefetching and Caching

by R. Hugo Patterson, Garth A. Gibson, Eka Ginting, Daniel Stodolsky, Jim Zelenka - In Proceedings of the Fifteenth ACM Symposium on Operating Systems Principles , 1995
"... The underutilization of disk parallelism and file cache buffers by traditional file systems induces I/O stall time that degrades the performance of modern microprocessor-based systems. In this paper, we present aggressive mechanisms that tailor file system resource management to the needs of I/O-int ..."
Abstract - Cited by 402 (10 self) - Add to MetaCart
/O-intensive applications. In particular, we show how to use application-disclosed access patterns (hints) to expose and exploit I/O parallelism and to allocate dynamically file buffers among three competing demands: prefetching hinted blocks, caching hinted blocks for reuse, and caching recently used data for unhinted

Competitive mechanisms subserve attention in macaque areas V2 and V4

by John H. Reynolds, Leonardo Chelazzi, Robert Desimone - Journal of Neuroscience , 1989
"... It is well established that attention modulates visual processing in extrastriate cortex. However, the underlying neural mechanisms are unknown. A consistent observation is that attention has its greatest impact on neuronal responses when multiple stimuli appear together within a cell’s receptive fi ..."
Abstract - Cited by 370 (14 self) - Add to MetaCart
field. One way to explain this is to assume that multiple stimuli activate competing populations of neurons and that attention biases this competition in favor of the attended stimulus. In the absence of competing stimuli, there is no competition to be resolved. Accordingly, attention has a more limited

Measuring Competencies Using Expert System: Institutional Perspective

by Dr Jayanthi Ranjan, Prof Pooja Tripathi - Journal of Theoretical and Applied Information Technology , 2008
"... Competency Based Management (CBM) has become vital to any firm’s strategic position and organizational decision making. The role of Expert System (ES) is to provide a knowledge based information system that is expected to have human attributes in order to replicate human capacity in ethical decision ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
Competency Based Management (CBM) has become vital to any firm’s strategic position and organizational decision making. The role of Expert System (ES) is to provide a knowledge based information system that is expected to have human attributes in order to replicate human capacity in ethical

Measuring Bottleneck Link Speed in Packet-Switched Networks

by Robert L. Carter, Mark E. Crovella - PERFORMANCE EVALUATION , 1996
"... The quality of available network connections can often have a large impact on the performance of distributed applications. For example, document transfer applications such as FTP, Gopher and the World Wide Web suffer increased response times as a result of network congestion. For these applications, ..."
Abstract - Cited by 333 (10 self) - Add to MetaCart
, the document transfer time is directly related to the available bandwidth of the connection. Available bandwidth depends on two things: 1) the underlying capacity of the path from client to server, which is limited by the bottleneck link; and 2) the amount of other traffic competing for links on the path

Teachers ’ English Communication Skills: Using IELTS to Measure Competence of Graduating Teachers from a Singaporean Teacher Education Programme

by Ee-ling Low, Sylvia Chong, Mary Ellis, Low Ee Ling, Sylvia Chong, Mary Ellis
"... IELTS to measure competence of graduates from a Singaporean teacher education program ..."
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IELTS to measure competence of graduates from a Singaporean teacher education program

The effects of cognitive and non-cognitive abilities on labor market outcomes and social behavior

by James J. Heckman, Jora Stixrud, Sergio Urzua, James J. Heckman, Jora Stixrud, Sergio Urzua - Journal of Labor Economics , 2006
"... William Johnson and James P. Ziliak and two anonymous referees for helpful comments. We also thank Jeff Grogger, Bruce Meyer and Derek Neal for very helpful comments that led to revisions and clarifications. Supplementary materials are on our website jenni.uchicago.edu/noncog. We thank Federico Teme ..."
Abstract - Cited by 370 (46 self) - Add to MetaCart
Temerlin and Tae Ho Whang for very competent research assistance. This paper establishes that a low dimensional vector of cognitive and noncognitive skills explains a variety of labor market and behavioral outcomes. For many dimensions of social performance cognitive and noncognitive skills are equally

Defining and Measuring Competences Research article with empirical application Defining and Measuring Competences: An application to Graduate Surveys

by Jasper Van Loo, Judith Semeijn
"... In this article, we review the competence concept and apply it to the measurement of competences in graduate surveys. The relevant literature reveals that three important perspectives on the meaning and operationalisation of competences may be distinguished: The educational perspective, the labour m ..."
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In this article, we review the competence concept and apply it to the measurement of competences in graduate surveys. The relevant literature reveals that three important perspectives on the meaning and operationalisation of competences may be distinguished: The educational perspective, the labour

Examining the Validity of Different Assessment Modes in Measuring Competence in Performing Human

by Hungi Njora, I Gusti, Ngurah Darmawan, John P. Keeves
"... This article addresses an important problem that faces educators in assessing students ' competence levels in learned tasks. Data from 165 students from Massachusetts and Minnesota in the United States are used to examine the validity of five assessment modes (multiple choice test, scenario, po ..."
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, portfolio, self-assessment and supervisor rating) in measuring competence in performance of 12 human service skills. The data are examined using two analytical theories, item response theory (IRT) and generalizability theory (GT), in addition a prior, but largely unprofitable examination using classical

A Framework for Identifying and Measuring Competencies and Performance Indicators for Construction Projects

by Moataz Nabil , Omar , Aminah Robinson Fayek
"... ABSTRACT In contemporary construction environments, employees and managers alike are faced with numerous pressures to carry out work to meet corporate expectations of performance. Continuous change and adaptation in organizational structures, practices, and technologies are conducive to successful ..."
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management and execution of construction projects. Construction projects tend to measure how well they perform against a set of predefined performance indicators. These performance indicators are based on the ability of construction projects to attain necessary sets of "competencies" that enable
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