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294
N-grambased text categorization
- In Proc. of SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval
, 1994
"... Text categorization is a fundamental task in document processing, allowing the automated handling of enormous streams of documents in electronic form. One difficulty in handling some classes of documents is the presence of different kinds of textual errors, such as spelling and grammatical errors in ..."
Abstract
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Cited by 445 (0 self)
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Text categorization is a fundamental task in document processing, allowing the automated handling of enormous streams of documents in electronic form. One difficulty in handling some classes of documents is the presence of different kinds of textual errors, such as spelling and grammatical errors
How Does a Serial, Integrated, and Very Limited Stream of Consciousness Emerge from a Nervous System That Is Mostly Unconscious, Distributed, Parallel, and of Enormous Capacity?
"... is provided in screen-viewable form for personal use only by members ..."
Simulation data as data streams
- SIGMOD Record
"... Computational or scientific simulations are increasingly being applied to solve a variety of scientific problems. Domains such as astrophysics, engineering, chemistry, biology, and environmental studies are benefiting from this important capability. Simulations, however, produce enormous amounts of ..."
Abstract
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Cited by 7 (2 self)
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Computational or scientific simulations are increasingly being applied to solve a variety of scientific problems. Domains such as astrophysics, engineering, chemistry, biology, and environmental studies are benefiting from this important capability. Simulations, however, produce enormous amounts
An Approximate L 1 -Difference Algorithm for Massive Data Streams
, 1999
"... Massive data sets are increasingly important in a wide range of applications, including observational sciences, product marketing, and monitoring and operations of large systems. In network operations, raw data typically arrive in streams, and decisions must be made by algorithms that make one pass ..."
Abstract
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Cited by 54 (9 self)
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, together, comprise one logical data set; to be of use in operations, the streams must be analyzed locally and their synopses sent to a central operations facility. The enormous scale, distributed nature, and one-pass processing requirement on the data sets of interest must be addressed with new algorithmic
Incremental local outlier detection for data streams
- In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining
, 2007
"... Abstract. Outlier detection has recently become an important problem in many industrial and financial applications. This problem is further complicated by the fact that in many cases, outliers have to be detected from data streams that arrive at an enormous pace. In this paper, an incremental LOF (L ..."
Abstract
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Cited by 34 (1 self)
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Abstract. Outlier detection has recently become an important problem in many industrial and financial applications. This problem is further complicated by the fact that in many cases, outliers have to be detected from data streams that arrive at an enormous pace. In this paper, an incremental LOF
Choice and the Internet: From Clickstream to Research Stream
- Marketing Letters
, 2002
"... Acknowledgements: The authors thank Tulin Erdem and Russ Winer for organizing the U.C. Berkeley 5 th Annual Invitational Choice Symposium, during which time the authors discussed the ideas presented in this paper. CHOICE AND THE INTERNET: FROM CLICKSTREAM TO RESEARCH STREAM The authors discuss resea ..."
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Cited by 25 (0 self)
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Acknowledgements: The authors thank Tulin Erdem and Russ Winer for organizing the U.C. Berkeley 5 th Annual Invitational Choice Symposium, during which time the authors discussed the ideas presented in this paper. CHOICE AND THE INTERNET: FROM CLICKSTREAM TO RESEARCH STREAM The authors discuss
From litterfall to breakdown in streams: a review
- TheScientificWorld
, 2001
"... This paper is a review of recent (≤10 years) information on litterfall, standing stock of benthic organic matter, breakdown rates, and fungal colonization of organic matter in streams. In some cases, recent research reinforces the findings of classic reference papers. In other cases, the additional ..."
Abstract
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Cited by 23 (2 self)
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the 1990s European studies increased enormously, especially those related with instream processes, such as leaf litter decomposition. The first part of this review analyzes the origin of allochthonous organic matter to streams (litterfall, retention, and storage), and it provides data on the amounts
Characteristics of Streaming Media Stored on the Internet
, 2003
"... The increasing power and connectivity of today's computers have spurred the growth in streaming audio and video available on the Internet through the Web. While there is substantial research characterizing the performance of streaming media and characterizing documents stored on the Internet, t ..."
Abstract
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Cited by 6 (1 self)
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typical monitor resolutions, implying that video bandwidths, which are directly related to resolutions, have enormous potential to increase. The detailed results from this study should be useful for future studies characterizing the performance of streaming media on the Internet and also valuable
TRIAD: A New Next-Generation Internet Architecture
, 2000
"... Today, the primary use of the Internet is content distribution -- delivery of web pages, audio and video streams to client browsers. However, scaling to meet the enormous demands of the web have required ad hoc and, in some cases, proprietary protocols and mechanisms to be deployed. Unfortunately, t ..."
Abstract
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Cited by 97 (2 self)
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Today, the primary use of the Internet is content distribution -- delivery of web pages, audio and video streams to client browsers. However, scaling to meet the enormous demands of the web have required ad hoc and, in some cases, proprietary protocols and mechanisms to be deployed. Unfortunately
gSketch: On Query Estimation in Graph Streams
"... Many dynamic applications are built upon large network infrastructures, such as social networks, communication networks, biological networks and the Web. Such applications create data that can be naturally modeled as graph streams, in which edges of the underlying graph are received and updated sequ ..."
Abstract
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Cited by 11 (2 self)
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sequentially in a form of a stream. It is often necessary and important to summarize the behavior of graph streams in order to enable effective query processing. However, the sheer size and dynamic nature of graph streams present an enormous challenge to existing graph management techniques. In this paper, we
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294
