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SCODED: Statistical Constraint Oriented Data Error Detection

SIGMOD Conference, 2020
Statistical Constraints (SCs) play an important role in statistical modeling and analysis. This paper brings the concept to data cleaning and studies how to leverage SCs for error detection.
J. Yan   +4 more
semanticscholar   +1 more source

Optimization of error detecting codes for the detection of crosstalk originated errors

Proceedings Design, Automation and Test in Europe. Conference and Exhibition 2001, 2002
This work applies weight based codes to the detection of crosstalk originated errors. This type of fault, whose importance grows with device scaling may originate errors that are undetectable by the commonly used error detecting codes in VLSI ICs. Conversely, such errors can be easily detected by weight based codes that, however, have smaller encoding ...
FAVALLI, Michele, METRA C.
openaire   +2 more sources

Detecting errors that result in retractions

Social Studies of Science, 2019
We present a taxonomy of errors in the scientific literature and an account of how the errors are distributed over the categories. We have developed the taxonomy by studying substantial errors in the scientific literature as described in retraction notices published in the journal Science over the past 35 years.
Line Edslev Andersen, K Brad Wray
openaire   +4 more sources

MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes

Annual Meeting of the Association for Computational Linguistics
Several studies showed that Large Language Models (LLMs) can answer medical questions correctly, even outperforming the average human score in some medical exams.
Asma Ben Abacha   +6 more
semanticscholar   +1 more source

ED2: A Case for Active Learning in Error Detection

International Conference on Information and Knowledge Management, 2019
State-of-the-art approaches formulate error detection as a semi-supervised classification problem. Recent research suggests that active learning is insufficiently effective for error detection and proposes the usage of neural networks and data ...
Felix Neutatz   +2 more
semanticscholar   +1 more source

Simulating the error-detecting capability of the error-detecting code

2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2018
Using simulations, we analyze an error-detecting code from the aspect of the number of errors that the code surely detects. In order to conclude whether and how the order of the quasigroup used for coding affects the number of errors that the code surely detects, we use quasigroups of different orders for coding. Also, we code input blocks of different
openaire   +1 more source

Error Detecting and Error Correcting Codes

Bell System Technical Journal, 1950
The author was led to the study given in this paper from a consideration of large scale computing machines in which a large number of operations must be performed without a single error in the end result. This problem of “doing things right” on a large scale is not essentially new; in a telephone central office, for example, a very large number of ...
openaire   +3 more sources

On the Error-Detection Properties of the Error-Detecting Code

2018 26th Telecommunications Forum (TELFOR), 2018
In this paper we consider an error-detecting code. The code is defined using linear quasigroups. In the focus of the paper is the number of errors that the code surely detects. Using simulations, we obtain this number in the case when linear quasigroups of order 4 that give smallest probability of undetected errors are used for coding.
openaire   +1 more source

Unidirectional error detecting codes

1991
A fixed-length binary code is called t-unidirectional error detecting if no codeword can be transformed into another codeword by at most t unidirectional errors. In this paper we consider the problem of mapping information sequences of length k into code-words of a t-unidirectional error detecting code of length k+p. In case of systematic codes we show
G. Cohen, GARGANO, Luisa, VACCARO, Ugo
openaire   +1 more source

Error detection methods

ACM Computing Surveys, 1996
The use of check digits with identification numbers for error detection is now standard practice. Notable exceptions such as social security numbers, telephone numbers and serial numbers on currency predate computers. Despite their ubiquity and utility, few people are knowledgeable about the myriad of check digit schemes in use by businesses.
openaire   +1 more source

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