Real-time data mining of multimedia objects - Object-Oriented Real-Time Distributed Computing, 2001. ISORC - 2001. Proceedings. Fourth IEEE Inte
نویسندگان
چکیده
Whereas much of the previous work on data mining has focused on mining data in relational databases, in this paper we discuss mining objects. Object models are very popular for representing multimedia data and, therefore, we need to mine object databases to extract useful information from the large quantities of multimedia data. We first describe the motivation for multimedia data mining with examples and then discus object mining with focus on text, image, video and audio mining. We also address the need for real-time data mining for multimedia applications.
منابع مشابه
Scenario and Property Checking of Real-Time Systems Using a Synchronous Approach
This paper addresses the design of control-dominated systems using a synchronous approach and the UML. The work aims at formally checking the design: scenarios/controller consistency, and safety properties. For this, a strengthening of UML behavioral models is necessary: SyncCharts are used instead of Statecharts, and Sequence Diagrams are modified by adding synchronously sound constructs akin ...
متن کاملReal-Time Data Mining of Multimedia Objects
Whereas much of the previous work on data mining has focused on mining data in relational databases, in this paper we discuss mining objects. Object models are very popular for representing multimedia data and, therefore, we need to mine object databases to extract useful information from the large quantities of multimedia data. We first describe the motivation for multimedia data mining with e...
متن کاملThe Next Frontier for Java Technology
As it has in every other computer generation, software design for embedded systems is undergoing a transformation as the complexity of typical systems increases. This increase in software complexity arises as various technical and financial factors in the embedded systems industry cause system designs to specify an increasing proportion of the function of embedded devices to be implemented in s...
متن کاملTruths and Beliefs about the Use of Real-Time Distributed Object Computing in Complex Industrial Applications
Although real-time distributed object computing (RT-DOC) concepts have been extensively discussed in the literature over the last decade, there is still some concern from industrial practitioners about the reliability, effectiveness, and performance of existing methods and tools. This has contributed to the fact that currently several complex real-time distributed applications are still being d...
متن کاملAn Adaptive Approach to Object-Oriented Real-Time Computing
Real-time computing is becoming an enabling technology for many important distributed applications such as flexible manufacturing, multimedia, robotics and process control. Traditionally, real-time systems have been realized as isolated, embedded systems. Unfortunately, this approach does not longer suffice for future complex systems in the application scenarios mentioned above. In this situati...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2004