G
Ghulum Bakiri
Researcher at University of Bahrain
Publications - 8
Citations - 5574
Ghulum Bakiri is an academic researcher from University of Bahrain. The author has contributed to research in topics: Overfitting & NETtalk. The author has an hindex of 7, co-authored 8 publications receiving 5424 citations. Previous affiliations of Ghulum Bakiri include Oregon State University.
Papers
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Journal ArticleDOI
Solving multiclass learning problems via error-correcting output codes
TL;DR: In this article, error-correcting output codes are employed as a distributed output representation to improve the performance of decision-tree algorithms for multiclass learning problems, such as C4.5 and CART.
Posted Content
Solving Multiclass Learning Problems via Error-Correcting Output Codes
TL;DR: It is demonstrated that error-correcting output codes provide a general-purpose method for improving the performance of inductive learning programs on multiclass problems.
Error-Correcting Output Codes: A General Method for Improving
TL;DR: It is demonstrated that error-correcting output codes provide a general-purpose method for improving the performance of inductive learning programs on multiclass problems.
Book ChapterDOI
Error-correcting output codes: a general method for improving multiclass inductive learning programs
TL;DR: In this paper, error-correcting output codes are employed as a distributed output representation to improve the performance of ID3 on the NETtalk task and of backpropagation on an isolated-letter speech-recognition task.
Book ChapterDOI
A comparative study of ID3 and backpropagation for English text-to-speech mapping
TL;DR: The performance of the error backpropagation (BP) and ID3 learning algorithms was compared on the task of mapping English text to phonemes and stresses and it was shown that BP consistently out-performs ID3 on this task by several percentage points.