Experiment databases

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Object Databases in the LHCb Experiment

Database systems are very important in any HEP1 experiment in the world. HEP community in LHC2 era is in transition from FORTRAN to C++ and from data streams to persistent objects. Together with that a new data management will be necessary, which would allow transition from “files and tapes” approach towards the data access in a form of collections of objects containing the required physics inf...

متن کامل

Meta-learning from Experiment Databases: An Illustration

Gaining insights into the behavior of learning algorithms generally involves studying the performance of the algorithms on many different datasets, with various parameter settings, and analyzing the results. A useful method to learn effectively from previous learning episodes are experiment databases: databases designed to store detailed descriptions of a large number of experiments, selected t...

متن کامل

Investigating Classifier Learning Behavior with Experiment Databases

Experimental assessment of the performance of classification algorithms is an important aspect of their development and application on real-world problems. To facilitate this analysis, large numbers of such experiments can be stored in an organized manner and in complete detail in an experiment database. Such databases serve as a detailed log of previously performed experiments and a repository...

متن کامل

Learning from the Past with Experiment Databases

Thousands of Machine Learning research papers contain experimental comparisons that usually have been conducted with a single focus of interest, and detailed results are usually lost after publication. Once past experiments are collected in experiment databases they allow for additional and possibly much broader investigation. In this paper, we show how to use such a repository to answer variou...

متن کامل

Object Databases in the LHCb1 Experiment

Database systems are very important in any HEP2 experiment in the world. HEP community in LHC3 era is in transition from FORTRAN to C++ and from data streams to persistent objects. Together with that a new data management will be necessary, which would allow transition from “files and tapes” approach towards the access to data in form of objects by selection of their required physics contents. ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Machine Learning

سال: 2012

ISSN: 0885-6125,1573-0565

DOI: 10.1007/s10994-011-5277-0