Interactive Machine Learning in Data Exploitation

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

Interactive Data Exploration via Machine Learning Models

This article provides an overview of our research on data exploration. Our work aims to facilitate interactive exploration tasks in many big data applications in the scientific, biomedical and healthcare domains. We argue for a shift towards learning-based exploration techniques that automatically steer the user towards interesting data areas based on relevance feedback on database samples, aim...

متن کامل

Orange: From Experimental Machine Learning to Interactive Data Mining

Orange (www.ailab.si/orange) is a suite for machine learning and data mining. It can be used though scripting in Python or with visual programming in Orange Canvas using GUI components called widgets. In the demonstration we will show how to easily prototype stateof-the-art machine learning algorithms through Orange scripting, and design powerful and interactive data exploration applications th...

متن کامل

Interactive data mining & machine learning techniques for musicology

Background in history of music. The German Baroque music composer Georg Philipp Telemann was one of the most influential composers of his time with a large repertoire of musical styles. The reflection of musical influences of Telemann on other composers and the detection of musical influences in Telemann's œuvre are interesting research questions. Moreover, Telemann's approach to compositional ...

متن کامل

Interactive machine learning using BIDMach

Machine learning is growing in importance in industry, the sciences, and many other fields. In many and perhaps most of these applications, users need to trade off competing goals and build different model prototypes rapidly, which requires much human intelligence and is time consuming. Therefore, interactive customization and optimization aims to help expert incorporate secondary criteria into...

متن کامل

An Interactive Machine Learning Framework

Machine learning (ML) is believed to be an effective and efficient tool to build reliable prediction model or extract useful structure from an avalanche of data. However, ML is also criticized by its difficulty in interpretation and complicated parameter tuning. In contrast, visualization is able to well organize and visually encode the entangled information in data and guild audiences to simpl...

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: Computing in Science & Engineering

سال: 2013

ISSN: 1521-9615

DOI: 10.1109/mcse.2013.74