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On the Impact of the Sequence Length on Sequence-to-Sequence and Sequence-to-Point Learning for NILM

Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring, 2020
The Sequence-to-Sequence (S2S) and Sequence-to-Point (S2P) optimization methods achieve remarkable accuracy results for load disaggregation tasks. Internally, they rely on neural networks, trained to identify the power consumption of a single appliance under consideration from a sequence of aggregate power data.
Andreas Reinhardt 0001, Mazen Bouchur
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To sequence or not to sequence?

Expert Opinion on Investigational Drugs, 1997
There is now incontrovertible evidence that a combination of two nucleoside analogues is superior to AZT monotherapy for the treatment of HIV infection. There is also evidence that a range of antiretroviral combinations can produce profound drops in plasma HIV viral load, often below the detectable limits of the assay. A lower rate of viral replication
B, Gazzard, G, Moyle
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Sequence in sequence for video captioning

Pattern Recognition Letters, 2020
Abstract For video captioning, the words in the caption are closely related to an overall understanding of the video. Thus, a suitable representation for the video is rather important for the description. For more precise words in the task of video captioning, we aim to encode the video feature for current word at each time-stamp of the generation ...
Huiyun Wang, Chongyang Gao, Yahong Han
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Aligning a DNA sequence with a protein sequence

Proceedings of the first annual international conference on Computational molecular biology - RECOMB '97, 1997
We develop several algorithms for the problem of aligning DNA sequence with a protein sequence. Our methods account for frameshift errors, but not for introns in the DNA sequence. Thus, they are particularly appropriate for comparing a cDNA sequence that suffers from sequencing errors with an amino acid sequence or a protein sequence database.
Zheng Zhang 0004   +2 more
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Sequence-to-Sequence Self Calibration

2002
We present a linear method for self-calibration of a moving rig when no correspondences are available between the cameras. Such a scenario occurs, for example, when the cameras have different viewing angles, different zoom factors or different spectral ranges.
Lior Wolf, Assaf Zomet
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Characteristic Sequences for DNA Primary Sequence

Journal of Chemical Information and Computer Sciences, 2002
A DNA sequence can be identified with a word over an alphabet N = [A, C, G, T]. Characteristic sequences of a DNA sequence are given in term of classifications of bases of nucleic acids. Using the characteristic sequences, we construct a set of 2 x 2 matrices to represent DNA primary sequences, which are based on counting of the frequency of occurrence
Ping-an He 0001, Jun Wang
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Spencer sequence and variational sequence

Acta Applicandae Mathematicae, 1995
The aim of this paper is to revisit the construction of the variational sequence existing within the formal calculus of variations in order to stabilize the order of jets involved and to establish a link with the dual of the Spencer sequence existing within the formal theory of systems of PDE.
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Generalization of GMW sequences and No sequences

IEEE Transactions on Information Theory, 1996
Generalizations of GMW sequences (the characteristic functions of Gordon, Mills and Welch difference sets) and families of No sequences are defined. If \(\alpha\) is an element of order \(2^n -1\) while the integers \(n, m_1, \dots, m_d\) and \(1\leq r_1\leq 2^{m_1}, \dots, 1\leq r_s\leq 2^{m_d}\) satisfy \(m_1 |m_2, m_2, |m_3, \dots, m_d|n\) and ...
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Sequence-to-sequence recursiveness

Information Processing Letters, 1975
Giorgio Germano   +1 more
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SEQUENCES, SEQUENCES, AND SEQUENCES

Annual Review of Biochemistry, 1988
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