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online-optimized incremental learning framework

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Tracking Concept Drifting With an Online-Optimized Incremental Learning Framework
Concept drifting is an important and challenging research issue in the field of machine learning. This paper mainly addresses the issue of semantic concept drifting in time series such as video streams over a relatively long period of time. An Online-Optimized Incremental Learning framework is proposed as an example learning...
Tags: Concept, Association For Computing Machinery, Online-Optimized Incremental Learning Framework, Digital Video, Corporate Communications, Personal Technology, Marketing
White papers 2005-11-11

Additional Resources

A Framework for Design and Evaluation of Internet-Based Distance Learning Courses Phase One - Framework Justification, Design and Evaluation
The purpose of this paper is to propose a framework for the development and evaluation of online distance learning courses, based on integrating an adaptation of Tyler's principles within the levels of cognitive learning in Bloom's Taxonomy. The methodologies for delivery of course materials and evaluation of outcomes specific to...
Tags: Distance Learning, Internet, Evaluation, E-learning, Enterprise Software, Software
White papers
An Open Framework for Constructivist Learning 
Constructivist learning is a learner-centered learning approach. Based on the Web and agent technologies, this paper proposes an open framework to effectively support constructivist learning. The framework allows the learners to freely interact with intelligent agent and other learners, enables convenient exploration of the learning resources at the learners' own...
Tags: Agent, Framework, Real Estate, Business Operations
White papers
Using Incremental JavaServer Faces Projects for Promoting Active Learning in Teaching Web Applications & Security
Teaching emerging technologies in Computer Science Department is generally perceived as a challenging task. Not only is teaching preparation a burden to the instructor, but also the learning model may become teacher-cantered lectures. This is mainly due to the fact that students usually lack the knowledge for getting involved in...
Tags: Web, JavaServer Faces, Subject, Java, Programming Languages, Software Development, Software/Web Development
White papers 2006-12-14
Online Teaching and Learning in Higher Education: A Case Study
This study involved an investigation of the practice of online teaching and learning in the Faculty of Education at the University of Southern Queensland. It examined this context at a particular point in USQ's history, namely at a stage where it is grappling with the emergence of online education. The...
Tags: Education
Case studies
An Application Framework for Collaborative Learning
This paper presents the design of a new application framework for collaborative learning. The framework guides teachers in implementing online activities based on well-known pedagogical techniques, to accomplish their educational objectives within a certain educational setting, and simplifies the development of collaboration tools needed to carry out those techniques. There...
Tags: Technique, Application Framework, Framework, Productivity
White papers 2005-02-11
Recurrent Themes in E-Learning: A Meta-Analysis of Major E-Learning Reports
E-Learning sometimes referred to as online learning, web-based learning, distance learning and technology-based learning, among other names, is a concept that has garnered significant global attention. A meta-analysis of 15 major e-Learning reports provides a basic insight on what government, business, and professional organizations are saying about e-Learning. Findings, though...
Tags: E-learning, Enterprise Software, Software
White papers 2002-02-20
An Investigation of Grid Performance Predictions Through Statistical Learning
Scheduling in large scale distributed systems like Grids is challenging because of their dynamics, heterogeneity, and lack of central control. In such environments performance predictions play an important role on providing input information required by a Grid scheduler. This paper investigates a set of statistical learning techniques in predicting two...
Tags: Performance, Performance Management, Human Resources, Workforce Management
White papers 2006-04-26
Box Forest College Deploys the Microsoft Learning Gateway Framework to Standardize Teaching Practices and Engage Students
To standardize teaching practices and assessment, provide faster, easier access to teaching resources and facilitate learning, Box Forest College worked with Microsoft Partner, Solutions IT, to deploy Scholaris Learning Gateway, a solution based on the Microsoft Learning Gateway framework. Leveraging Microsoft Office and Microsoft Office SharePoint Server 2007, as well...
Tags: Gateway Inc., Microsoft Corp., Staff, Portals, Business Structures, Microsoft Office, Internet, Finance, Office Suites, Software
Case studies
Achieving Quality and Scale in Online Education Through Transformative Assessment: A Case Study
This study demonstrates how current theories of transformative assessment, coupled with research on online education, may be used to create a framework for transformative assessment of online programs; the potential of transformative assessment for contributing to the development of scalability and quality of online education programs; and how the powerful...
Tags: Education, Assessment
Case studies
Pricing Online Learning Courses
You've decided that Online Learning is the best way to lower your training costs, reach a global audience and increase your revenue streams. Now you need to run the numbers and figure out what commitments to make to your management. Pricing your learning content. This tricky question involves a number...
Tags: Interwise, Training, Pricing Strategy, Workforce Management, Human Resources
Webcasts
Learning From Labeled and Unlabeled Data on a Directed Graph
This paper proposes a general framework for learning from labeled and unlabeled data on a directed graph in which the structure of the graph including the directionality of the edges is considered. The time complexity of the algorithm derived from this framework is nearly linear due to recently developed numerical...
Tags: Graph, Clustering
White papers 2005-10-29
Rate-Distortion Optimized Streaming of Packetized Media
This paper addresses the problem of streaming packetized media over a lossy packet network in a rate-distortion optimized way. This paper shows that although the data units in a media presentation generally depend on each other according to a directed acyclic graph, the problem of rate-distortion optimized streaming of an...
Tags: Problem, IEEE, Networking, Advertising & Promotion, Marketing
White papers 2006-04-01
Semi-Automatic Video Annotation Based on Active Learning With Multiple Complementary Predictors
This paper proposes a novel semi-automatic annotation scheme for video semantic classification. It is well known that the large gap between high-level semantics and low-level features is difficult to be bridged by full-automatic content analysis mechanisms. Generally an active learning scheme includes a sample selection engine and a learning engine....
Tags: Annotation, Association For Computing Machinery, Analysis, Corporate Communications, Marketing
White papers 2005-11-11
Developing Portal-Based E-Learning
New Zealand's University of Waikato offered a rapidly increasing number of e-learning systems and applications, including a learning management system, online assessments, online enrollment, two legacy portals used in different areas of the university, and a host of student resources. The environment was complex and fragmented. The university chose BEA...
Tags: BEA Systems Inc., Faculty Member, Portals, E-learning, Web Technology, Training And Certification, Internet, Enterprise Software, Software
Case studies 2007-08-01
Creating Your E-Learning Strategy
E-learning continues to grow at a tremendous rate. Brandon Hall, editor of e-learning magazine predicts that by the year 2003, half of all training may be online. E-learning companies are springing up everywhere. It seems as though you can't pick up a business or training magazine without seeing articles about...
Tags: E-learning, Enterprise Software, Software
White papers 2002-02-08
Where Is the Learning in E-Learning?: A Critical Analysis of the E-Learning Industry
Technologies such as Learning Management Systems LMS and Learning Content Management Systems LCMS are like vending machines. While it is important that they work well, what is more important is what they dispense. Having a LMS or a LCMS without effective online instruction will not produce any significant learning results,...
Tags: Analysis, Learning Management System, E-learning, Enterprise Software, Software
White papers 2004-03-23
What Every Developer Should Know About the .NET Framework, but May Have Missed Along the Way (Session 5)-Level 200
The .NET Framework provides an excellent platform for developing applications and a rich set of documentation for learning about how to develop those apps using the Framework. Whether you're new to .NET or you're just looking to fill the gaps in your knowledge, this fifth webcast in the comprehensive 14-part...
Tags: Developer, Microsoft .NET Framework, Webcast, .Net, Software Development, Software/Web Development
Webcasts
Incremental Inventory And Invoice Management (zip)
Incremental Inventory And Invoice Management System is designed to help small businesses manage inventory, create invoices, and store customer information. The software is simple enough for users who simply need to create invoices without managing inventory. Incremental goes beyond simple data storage and retrieval by analyzing user input to provide...
Tags: Inventory, Robert Lee, Storage Management, Manufacturing, Storage, Hardware
Software downloads 2008-03-26
World-Leading Music Conservatoire Develops Unique E-Learning Strategy for Teaching
The Royal Academy of Music in London, one of the world's leading music conservatoires, has a special teaching approach that emphasises master classes and one-to-one tuition. However, the academy had an open source infrastructure that was difficult to maintain and extend. To better meet intense international competition and open up...
Tags: Open Source, Environment, Microsoft Corp., Music, Academy, E-learning, Microsoft Windows Server 2003, Enterprise Software, Software, Operating Systems, Microsoft Windows
Case studies
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