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Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings

This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 443 submissions. The final sections of the proceedings are devoted to Demo and Nectar papers. The Demo track includes 10 papers (from 19 submissions) and the Nectar track includes 4 papers (from 14 submissions). The papers grouped in topical sections on association rules and frequent patterns; Bayesian learning and graphical models; classification; dimensionality reduction, feature selection and extraction; distance-based methods and kernels; ensemble methods; graph and tree mining; large-scale, distributed and parallel mining and learning; multi-relational mining and learning; multi-task learning; natural language processing; online learning and data streams; privacy and security; rankings and recommendations; reinforcement learning and planning; rule mining and subgroup discovery; semi-supervised and transductive learning; sensor data; sequence and string mining; social network mining; spatial and geographical data mining; statistical methods and evaluation; time series and temporal data mining; and transfer learning.

Schaal, S.: Is Imitation Learning the Route to Humanoid Robots? Trends in
Cognitive Sciences 3(6), 233–242 (1999) 2. Abbeel, P., Ng, A.Y.: Apprenticeship
Learning via Inverse Reinforcement Learning. In: Proceedings of the Twenty-first
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Analisis kualitas audit BPK dan pengukuran tingkat ketaatan laporan keuangan pemerintah daerah

laporan hasil hibah riset madya UI tahun 2012

Analysis on audit quality of local government budget report in Indonesia.

Analysis on audit quality of local government budget report in Indonesia.

Standards for Home Health, Personal Care and Support Services, and Hospice

2012

A great resource for your home care and hospice staff. The new 2012 Standards for Home Health, Personal Care and Support Services, and Hospice can help you quickly and easily find the standards and scoring information you need. It puts the latest accreditation requirements, policies, and procedures at your fingertips. It also includes scoring information at every element of performance, including scoring category, criticality, documentation requirement, and Measure of Success. The 2012 Standards for Home Health, Personal Care and Support Services, and Hospice has color-coded tabs, allowing you to find exactly what you need when you need it: The 2012 standards, National Patient Safety Goals, and Accreditation Participation Requirements only for home health, personal care and support services, and hospice organizations Updated accreditation process chapter, which includes new decision categories and the 2012 home care accreditation decision rules, and sentinel events chapter Applicability grids at each standard to identify setting-specific requirements for your home health, personal care and support services, or hospice organization An appendix listing Medicare requirements for hospice This 6 x 9 softcover, spiral-bound book makes a perfect reference guide handy in meetings, for orientation and training, and as a practical overview of the Joint Commission s accreditation requirements for all your staff.

Human Resources (HR) Overview The contribution that human resources
management makes to an organization's ability to provide safe, quality care
cannot be overestimated. The quality of the organization's staff will, in large part,
determine ...

Current Trends in Web Engineering

ICWE 2012 International Workshops MDWE, ComposableWeb, WeRE, QWE, and Doctoral Consortium, Berlin, Germany, July 23-27, 2012, Revised Selected Papers

This book constitutes the thoroughly refereed post-workshop proceedings and the doctoral symposium of the 12th International Conference on Web Engineering, ICWE 2012, held in Berlin, Germany, in July 2012. The volume contains four workshops and a doctoral consortium, each focusing on specific research issues that contribute to the main themes of the ICWE conference: MDWE 2012: Eighth International Workshop on Model-Driven and Agile Engineering for the Web, ComposableWeb 2012: Fourth International Workshop on Lightweight Integration on the Web, WeRE 2012: Third Workshop on the Web and Requirements Engineering, QWE 2012: Third International Workshop on Quality in Web Engineering.

We evaluate proposed maintenance approach in two domains – programing
repositories and digital libraries, which use shared information tags repository.
Keywords: metadata, information tag, maintenance, lightweight semantics.