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Predicting extreme defects in additive manufacturing remains a key challenge limiting its structural reliability. This study proposes a statistical framework that integrates Extreme Value Theory with advanced process indicators to explore defect–process relationships and improve the estimation of critical defect sizes. The approach provides a basis for
Muhammad Muteeb Butt +8 more
wiley +1 more source
Off by a beat: the effects of temporal misalignment in reinforcement learning for sepsis treatment. [PDF]
Tang S, Yao J, Wiens J, Parbhoo S.
europepmc +1 more source
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IEEE Transactions on Information Theory, 2015
Emerging applications including semantic information processing impose priorities on the possible realizations of information sources, so that not all source sequences are important. This paper proposes an initial framework for optimal lossless compression of subsets of the output of a discrete memoryless source (DMS).
Ebrahim MolavianJazi, Aylin Yener
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Emerging applications including semantic information processing impose priorities on the possible realizations of information sources, so that not all source sequences are important. This paper proposes an initial framework for optimal lossless compression of subsets of the output of a discrete memoryless source (DMS).
Ebrahim MolavianJazi, Aylin Yener
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Source coding for dependent sources
2012 IEEE Information Theory Workshop, 2012In this work, we address the capacity region of multi-source multi-terminal network communication problems, and study the change in capacity when one moves form independent to dependent source information. Specifically, we ask whether the trade off between capacity and source independence is of continuous nature.
Michael Langberg, Michelle Effros
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Lossless source coding with polar codes
2010 IEEE International Symposium on Information Theory, 2010In this paper lossless compression with polar codes is considered. A polar encoding algorithm is developed and a method to design the code and compute the average compression rate for finite lengths is given. It is shown that the scheme achieves the optimal compression rate asymptotically. Furthermore, the proposed scheme has a very good performance at
HarmS. Cronie, Satish Babu Korada
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2011 IEEE International Symposium on Information Theory Proceedings, 2011
A coding problem, over a slotted system, is introduced where the sender has to transmit one out of several packets to the receiver, but learns the request only at the beginning of each slot with prior statistical information about which packet is needed at the receiver.
Onur Güngör 0002 +3 more
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A coding problem, over a slotted system, is introduced where the sender has to transmit one out of several packets to the receiver, but learns the request only at the beginning of each slot with prior statistical information about which packet is needed at the receiver.
Onur Güngör 0002 +3 more
openaire +1 more source
IEEE Transactions on Information Theory, 1998
Summary: Lossy coding of speech, high-quality audio, still images, and video is commonplace today. However, in 1948, few lossy compression systems were in service. Shannon introduced and developed the theory of source coding with a fidelity criterion, also called rate-distortion theory.
Toby Berger, Jerry D. Gibson
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Summary: Lossy coding of speech, high-quality audio, still images, and video is commonplace today. However, in 1948, few lossy compression systems were in service. Shannon introduced and developed the theory of source coding with a fidelity criterion, also called rate-distortion theory.
Toby Berger, Jerry D. Gibson
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IEEE Transactions on Information Theory, 1971
The encoding of a source whose probability distribution varies arbitrarily from letter to letter is considered. The problem is formulated as a two-person statistical game. The exponential rate of growth with block length of the minimum number of codewords needed to achieve a specified fidelity with respect to a single-letter distortion measure is ...
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The encoding of a source whose probability distribution varies arbitrarily from letter to letter is considered. The problem is formulated as a two-person statistical game. The exponential rate of growth with block length of the minimum number of codewords needed to achieve a specified fidelity with respect to a single-letter distortion measure is ...
openaire +2 more sources
IEEE Transactions on Information Theory, 1982
For a stationary memoryless source, let \(R_c(D)\) be the optimum rate for encoding the source with causal (i.e., non-anticipatory) encoders with respect to a single letter fidelity criterion at the distortion level \(D\), which the authors show to be the same whether block, sliding-block, or finite-state causal encoders are used.
David L. Neuhoff, R. Kent Gilbert
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For a stationary memoryless source, let \(R_c(D)\) be the optimum rate for encoding the source with causal (i.e., non-anticipatory) encoders with respect to a single letter fidelity criterion at the distortion level \(D\), which the authors show to be the same whether block, sliding-block, or finite-state causal encoders are used.
David L. Neuhoff, R. Kent Gilbert
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