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Ternary Matrix Factorization: problem definitions and algorithms
2015
Knowledge and Information Systems
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Binary Matrix Factorization (BMF) problem. ...
Our elegant algorithm FasTer (FASt TERnary Matrix Factorization) has linear run-time complexity with respect to the dimensions of the data set and is parameter-robust. ...
A Fast Algorithm for Ternary Matrix Factorization In Algorithm 1 we present FasTer, an effective heuristic procedure for FASt TERnary Matrix Factorization with a downloadable C++ implementation 4 . ...
doi:10.1007/s10115-015-0838-3
fatcat:sr4nekck7jdgdi23ogrqqjfdrm
On M-ambiguity of Words corresponding to a Parikh Matrix
2017
International Journal of Computer Applications
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M-ambiguous words are the problem of Parikh matrix. In this paper an algorithm is introduced to find the M-ambiguous ternary words corresponding to a 4x4 matrix. ...
The concept of M-ambiguity Reduction factor is introduced. With the help of this M-ambiguity Reduction factor the problem of Mambiguity can be solved to some extent. ...
USING REDUCTION FACTOR 4.1 Representation of M-ambiguous words by Parikh matrix together with an Mambiguity reduction factor For any word ζ in ternary sequence one can represent c where x i = number of ...
doi:10.5120/ijca2017915439
fatcat:2ubxlir37zeitnod6jfhn4d3sm
Matrix- and tensor-based recommender systems for the discovery of currently unknown inorganic compounds
2018
PHYSICAL REVIEW MATERIALS
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2017 pre-print arXiv:1710.00659v1 fatcat:v3j24ulfmjfpbfyqodh34oss6y
Herein we propose matrix- and tensor-based recommender system approaches to predict currently unknown CRCs from database entries of CRCs. ...
A Tucker decomposition recommender system shows the best discovery rate of CRCs as the majority of the top 100 recommended ternary and quaternary compositions correspond to CRCs. ...
Tensor factorization Matrix factorization approaches require that the original data is transformed into a matrix form when the rating depends on three or more factors. ...
doi:10.1103/physrevmaterials.2.013805
fatcat:rrtcqj4vi5frrfv62d7msno2mq
Structure and Mechanical Properties of PP/EPDM/Attapulgite Ternary Blends
2007
Polymer journal
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sandbag was formed in PP matrix besides neat EPDM dispersion domain, where EPDM encapsulated fibrillar silicate AT. ...
PP/EPDM/AT ternary blends showed higher yield strength and dynamic modulus than the corresponding PP/EPDM binary systems due to the reinforcement of AT. ...
The loss factor of 17 This further proved the ''sea-island'' morphology of the ternary blends as observed afore. ...
doi:10.1295/polymj.pj2006166
fatcat:rujdmwnu4faqjfe6wwpp2tgcta
CONSTRUCTION OF NEW SERIES OF SECOND ORDER ROTATABLE DESIGNS
2019
INDIAN JOURNAL OF APPLIED RESEARCH
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Anew series of Second Order Rotatable Design is constructed using Balanced Ternary Design of Bhatra charyulu (2006). The existence of the method is proved and illustrated with a suitable example. ...
Proof : Let N be the incidence matrix of a balanced Ternary Design with BXV parameters V = v, B = b(v-k), R = 2(b-r)+r(v-k), K = k+2 and = (vk)+4(r-). ...
Design matrix UX is said to be orthogonal, if its XX matrix is a diagonal matrix. But, for second order designs a diagonal moment matrix is impossible. ...
doi:10.36106/ijar/8712854
fatcat:jqocarbqvjdt3h4lqkmjm7w54u
Micro- and Macromechanical Properties of a Composite with a Ternary PLA–PCL–TPS Matrix Reinforced with Short Fique Fibers
2020
Polymers
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Biocomposites were prepared from a ternary matrix of polylactic acid (PLA), polycaprolactone (PCL), and thermoplastic starch (TPS) and reinforced with native fique fibers from southwestern Colombia. ...
The experimental results indicated that the interfacial shear strength (IFSS) of the ternary matrix was predominantly influenced by PCL and characterized by the development of a weak interface that failed ...
properties of the ternary matrix-fique composite. ...
doi:10.3390/polym12010058
pmid:31906318
pmcid:PMC7023529
fatcat:o62c3ae4zbckngvzospm3fb45q
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights
[chapter]
2018
Lecture Notes in Computer Science
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Based on an accelerated ternary-binary matrix multiplication, TBN replaces the arithmetical operations in standard CNNs with efficient XOR, AND and bitcount operations, and thus provides an optimal tradeoff ...
In this work, we propose a Ternary-Binary Network (TBN), which provides an efficient approximation to standard CNNs. ...
Fixed-point Factorized Networks (FFN [53] ) decomposed the weight matrix of pretrained models into two ternary matrices and a non-negative diagonal matrix so that both the computational complexity and ...
doi:10.1007/978-3-030-01216-8_20
fatcat:xwtyu4v2cnfo5evuwgzlyrruqm
Phononic Localization in Locally Resonant Ternary Thue-Morse and Rudin-Shapiro Structures
2017
DEStech Transactions on Materials Science and Engineering
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KEYWORDS: Aperiodic phononic crystal; Local resonance; Transfer matrix method; Wave localization. localization factor is calculated through the transfer matrix method. ...
The chapter is structured as follows: Section 2 introduces the localization factor based on the transfer matrix method. ...
Lyapunov exponent p χ is the localization factor. ...
doi:10.12783/dtmse/smne2016/10547
fatcat:zugry7g5cndvdpcake4cluonlu
Crosstalk between insulin-like growth factor (IGF) receptor and integrins through direct integrin binding to IGF1
2017
Cytokine & growth factor reviews
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It has been generally accepted that integrin cell adhesion receptors are involved in growth factor signaling (integrin-growth factor crosstalk), since antagonists to integrins often suppress growth factor ...
Partly because integrins have been originally identified as cell adhesion receptors to extracellular matrix (ECM) proteins, current models of the crosstalk between IGF1 and integrins propose that ECM ligands ...
Abbreviations
CHO
Chinese hamster ovary
CSC
cancer stem cells
ECM
extracellular matrix
IGF1R
insulin-like growth factor type I receptor
IGF1
insulin-like growth factor-1
polyHEMA poly- ...
doi:10.1016/j.cytogfr.2017.01.003
pmid:28190785
pmcid:PMC5401657
fatcat:ty2zaxgubrbaboizlayoqz7cym
Ternary Logic Network Justification Using Transfer Matrices
2013
2013 IEEE 43rd International Symposium on Multiple-Valued Logic
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The logic network is represented by a matrix that is defined as the "justification" matrix. ...
It is shown that the justification matrix is simply the transpose of the network transfer matrix and is thus easily obtained through a traversal of the network netlist. ...
To determine the individual input stimuli, the output vector must be factored. ...
doi:10.1109/ismvl.2013.57
dblp:conf/ismvl/ThorntonD13
fatcat:62qliaydsnaqncrxqrc6ywbukm
Identities for the Associator in Alternative Algebras
2002
Journal of symbolic computation
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For the ternary cross product we recover the ternary derivation identity in degree 5 introduced by Filippov. ...
We determine the identities of degree ≤ 7 satisfied by these three ternary algebras. ...
referee for suggestions which substantially improved the exposition of this paper, and the editor for bringing to our attention new advanced algorithms for computing the row-canonical form of a large matrix ...
doi:10.1006/jsco.2001.0510
fatcat:7jejagf4fvb4tccqoykamgc2ve
New Series for Construction of Second Order Rotatable Designs
2022
European Journal of Mathematics and Statistics
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In this paper, two new seriesfor the construction the same using Binary Ternary Designs were presented with illustrated examples. ...
EXAMPLE-1: Let N1 be the incidence matrix of a Balanced Incomplete Block Design with parameters v = 4, b = 6, r = 3, k = 2 and λ = 1 and N be the derived incidence matrix of Balanced Ternary Design ) c ...
EXAMPLE-2: Let N1 be the incidence matrix of a Balanced Incomplete Block Design with parameters v = 4, b = 6, r = 3, k = 2 and λ = 1 and N be the derived incidence matrix of Balanced Ternary Design with ...
doi:10.24018/ejmath.2022.3.2.46
fatcat:qegiv2mdovbv3j2fsx7lptxjxa
Effect of ternary addition on discontinuous precipitation kinetics in Pb—Sn alloys
1991
phys stat sol (a)
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Segregation of the ternary clcmcnts at the sweeping reaction fronts appears to retard and ultimately terminatc the discontinuous precipitation proccss at a prematurc stage. ...
also been considered to be important factors. ...
Fig. 2 provides a direct comparison of the extent of the D P reaction in terms of the factor ARJR, as a function T,, indicating perhaps that thc cffect of ternary addition is more pronounced at lower ...
doi:10.1002/pssa.2211230205
fatcat:figlm5gb2jbqjnfs5bpakwjqw4
Principal component analysis on properties of binary and ternary hydrides and a comparison of metal versus metal hydride properties
2009
Journal of Alloys and Compounds
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Property data which consist of ∼200 compounds (binary and ternary metal hydrides) were analyzed. A comparative study was carried out among the metal properties with that of their hydrides. ...
Principal component analysis on properties of binary and ternary hydrides and a comparison of metal versus metal hydride properties a b s t r a c t Principal component analysis (PCA) is used to investigate ...
In SPSS, factor loadings (component matrix) are eigenvector normalized by the square root of its eigenvalue. ...
doi:10.1016/j.jallcom.2008.11.137
fatcat:7vune5ge4zhrlbslpnjfjipdxe
Imbrie's Q-Mode Factor Analysis Applied to Simultaneous Determination of Individual Amino Acid in Binary and Ternary Mixtures
2000
Analytical Sciences
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alanine-glutamine-threonine ternary mixtures. ...
of two matrices, 5 where T is a score matrix, P a loading matrix and E a matrix of residuals. ...
Factor Analysis Applied to Simultaneous Determination of Individual Amino Acid in Binary and Ternary Mixtures Ieda S. SCARMINIO, † Wagner J. BARRETO, Dilson N. ISHIKAWA, Edio L. ...
doi:10.2116/analsci.16.1337
fatcat:igyunyhuubfm3ggsq2hboxtphu
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