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Learning the Kernel via Convex Optimization
Convex optimization kernel methods machine learning support vector machine
2015/7/9
The performance of a kernel-based learning algorithm depends very much on the choice of the kernel. Recently, much attention has been paid to the problem of learning the kernel itself from given train...
Block Splitting for Large-Scale Distributed Learning
Block Splitting Large-Scale Distributed Learning
2015/7/9
Machine learning and statistics with very large datasets is now a topic of widespread interest, both in academia and industry. Many such tasks can be posed as convex optimization problems, so algorith...
Kernel-Based Reinforcement Learning in Average-Cost Problems
Average–cost problem dynamic programming kernel smoothing local averaging Markov decision process (MDP)
2015/7/8
Reinforcement learning (RL) is concerned with the identification of optimal controls in Markov decision processes (MDPs) where no explicit model of the transition probabilities is available. Many exis...
The Transparency Paradox:A Role for Privacy in Organizational Learning and Operational Control
Transparency Privacy Organizational Learning Operational Control Organizational Performance
2015/5/14
Using data from embedded participant-observers and a field experiment at the second largest mobile phone factory in the world, located in China, I theorize and test the implications of transparent org...
This extended memorandum identifies episodes of sustained double-digit growth in real GDP, defined as a compound annual growth rate of 10 percent or more over a period of 8 years or longer. Using a me...
Learning to Help Through Humble Inquiry and Implications for Management Research, Practice, and Education: An Interview With Edgar H. Schein
Management Emeritus the Massachusetts Institute management and organizational scholarship and practice
2011/10/8
For more than 50 years, Edgar H. Schein, the Sloan Fellows Professor of Management Emeritus at the Massachusetts Institute of Technology's Sloan School of Management, has creatively shaped management ...
Management Learning addresses the growing body of art, science and craft from researchers, teachers and practitioners of this immensely important topic. Now in its third decade of publication, Managem...
Organizational learning in the context of product development management
product development continuous improvement organizational learning
2009/12/1
This article discusses the results of research into organizational learning in the new
product development (NPD) process, involving three manufacturers. It aims to provide a referential
framework to...
Developing Systems to Support Organisational Learning in Product Development Organisations
Organizational Learning New Product Development Knowledge Management Knowledge Management Systems
2009/7/17
There are aspects of New Product Development (NPD) business processes that pose particularly difficult challenges to Organizational Learning systems. Short product and process life cycles compress the...
Organizational Receptivity–Understanding the Inter-Organizational Learning Ability
Organizational receptivity Knowledge transfer Absorptive capacity
2009/7/17
The aim of this paper is to discuss which factors can be seen essentially affecting a company's learning ability through its organizational receptivity in inter-organizational knowledge transfer. This...
Knowledge Generation in Developing Countries: A Theoretical Framework for Exploring Dynamic Learning in High–technology Firms
learning knowledge capabilities developing countries innovation
2009/7/17
In the case of events such as fundamental regulatory reforms or radical technological advances, firms have to undertake discontinuous or dynamic learning. Such learning involves the generation of new ...
Learning Knowledge Roles for Populating Lightweight Application Ontologies
knowledge acquisition CommonKADS knowledge roles lightweight ontologies active learning predictive maintenance
2009/7/17
The role of ontologies as facilitators of knowledge management is being praised stronger than more today, especially since when an important place was attributed to them inside the vision of Semantic...
Organizational Knowledge Transfer: Turning Research into Action through a Learning History
knowledge transfer learning history organisational learning
2009/7/16
Organizational learning and knowledge management experts are searching for more appropriate research tools to tackle the difficult concepts of organizational learning and knowledge. This paper provide...
The Power in Visualising Affects in the Organisational Learning Process
organisational learning knowledge management emotions affects
2009/7/16
This paper presents a case study concerning the idea of structurally managing individuals´ affections, i.e. affects, in relation to the organisational learning process. The supporting instrument...
Intellectual Capital Management as Part of Knowledge Management Initiatives at Institutions of Higher Learning
knowledge management intellectual capital management higher education
2009/7/16
Aspects such as human capital; structural capital and customer capital are important variables of the whole intellectual capital management programme, which forms part of the knowledge management init...