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Binary classification algorithms

Binary classification algorithms

... The Logistic Regression model is applicable for binary classification or prediction when we have only two possible outcomes – positive/negative, yes/no, pass/fail, class_1/class_2, etc. There are cases with more ...

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Faster  Binary-Field  Multiplication   and  Faster  Binary-Field  MACs

Faster Binary-Field Multiplication and Faster Binary-Field MACs

... 1.3 New Bit-Operation Records for Binary-Field Multiplication. The software speed advantage of Auth256 over GHASH, despite the much higher se- curity level of Auth256, is easily explained by the following ...

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Implementation of Binary to Gray Code Converters in Quantum Dot Cellular Automata

Implementation of Binary to Gray Code Converters in Quantum Dot Cellular Automata

... 2-bit binary to gray, 3-bit binary to gray and 4-bit binary to gray code converter are shown in figure 6 to 8 ...bit binary to gray code converter is G 1 = B 1 and G 0 = B 1 ⊕ B 0 ...bit ...

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Identification and Characterization of Solid Binary System of Quercetin-Nicotinamide

Identification and Characterization of Solid Binary System of Quercetin-Nicotinamide

... of binary system quercetin-nicotinamide and the solubility evaluation have been conducted in this ...study. Binary system was prepared by solvent evaporation technique and physical mixture was used as ...of ...

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Speech De Noising Using Ideal Binary Masking and Deep Neural Networks

Speech De Noising Using Ideal Binary Masking and Deep Neural Networks

... In situations where signals from various sources are mixed, source separation may be relevant. Source separation will divide the sound mixture into one or more target sounds and one or more infiltrator sounds, and in ...

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Object Tracking Using Local Binary Descriptors

Object Tracking Using Local Binary Descriptors

... Unfortunately, by forcing the descriptors to follow angles, some of the distinctness is removed. Removing distinctness from a descriptor leads to a diminished ability to find the correct matches between points. Thus, in ...

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Optimized Binary Merge Coding for Lossless Image Compression

Optimized Binary Merge Coding for Lossless Image Compression

... Optimized Binary Merge Coding for data compression, which is a modification to the Binary merge ...Optimized Binary Merge Coding uses Huffman coding after the modified Binary Merge ...

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A new algorithm for signed binary representation and application in mobile phones

A new algorithm for signed binary representation and application in mobile phones

... communication Elliptic curve cryptography was proved to be more secure than many other cryptosystems such as, RSA AlGamal, when they used the same key size. The most important operation in elliptic curve is the scalar ...

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Thermodynamics of electrolyte system with binary mixture of 1, 2 dimethoxyethane and ethylene carbonate

Thermodynamics of electrolyte system with binary mixture of 1, 2 dimethoxyethane and ethylene carbonate

... (Ibezim-Ezeani et al., 2017a). Measurements of pure and mixed solvents were performed with 10 ml Pycknometer bottle at 25, 40, 50, 60 and 70 o C using analytical electronic balance (Adam AAA balance with a precision of ...

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Ultrasonic Studies on Binary and Ternary Mixtures of Some Organic Liquids

Ultrasonic Studies on Binary and Ternary Mixtures of Some Organic Liquids

... The binary and ternary mixtures studied are the following: (a) chlorofor m + acetophenone (b) chloroform + cyclohexanone (c) chloroform + ethyl methyl ketone (d) chloroform + ethyl methyl ketone + acetophenone and ...

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Preparation and Characterization of Binary Mixture of Efavirenz and Nicotinamide

Preparation and Characterization of Binary Mixture of Efavirenz and Nicotinamide

... the binary mixture of efavirenz and nicotinamide. The binary mixture of efavirenz and nicotinamide (in equimolar ratio) was prepared by solid state grinding and solvent dropped ...equimolar binary ...

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Experimental study of the thermo physical and acoustical properties of binary mixtures

Experimental study of the thermo physical and acoustical properties of binary mixtures

... An examination of data in tables 4 & 5 suggests that the excess acoustic impedance (Z E ) of PGPE + MIPA was initially negative and increases with increase in the mole fraction of MIPA and finally becomes positive. ...

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Acute toxicity effect of copper and cadmium in single and binary exposure on mortality rate and behavioural responses of freshwater fish, cyprinus carpio

Acute toxicity effect of copper and cadmium in single and binary exposure on mortality rate and behavioural responses of freshwater fish, cyprinus carpio

... characteristics (Taylor et al., 1991; Nussey et al., 1999; EPA, 2001; Straus, 2003; Rondeau et al., 2005). Cu and Cd toxicity show a different profile, since increased Cd toxicity (Lydersen et al., 2002; Hansen et al., ...

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Modeling the distribution and incidence of bacterial wilt on  tomatoesusing binary logistic models

Modeling the distribution and incidence of bacterial wilt on tomatoesusing binary logistic models

... fitting binary logistic models to data consisting of dummy response variable of its incidents on reported cases to the plant ...clinics. Binary logistic methods are used for fitting such models to data ...

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Acoustical and transport behaviour of tetrabutylammonium bromide in  the binary mixtures of N,N dimethylformamide and ethylmethylketone  at different temperatures

Acoustical and transport behaviour of tetrabutylammonium bromide in the binary mixtures of N,N dimethylformamide and ethylmethylketone at different temperatures

... This trend suggests that the molecular interactions are more at higher concentration of DMF in the binary mixture. With the increase in temperature, decrease in velocity, density and viscosity observed. This trend ...

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Thermophysical properties of binary liquid mixtures of  tetrahydrofuran with benzene and substituted benzenes at 308 15 K

Thermophysical properties of binary liquid mixtures of tetrahydrofuran with benzene and substituted benzenes at 308 15 K

... Where ,  and V are the density, viscosity and molar volume of the mixture, M 1 and M 2 are the molar masses,  1 and  2 are the viscosities, V 1 and V 2 are the molar volumes of the benzenes and THF respectively d 1 ...

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Diffusion and γ' Phase Coarsening Kinetics in Ruthenium Containing Nickel Based Alloys

Diffusion and γ' Phase Coarsening Kinetics in Ruthenium Containing Nickel Based Alloys

... in both pseudo-binary diffusion couples of Ni8Ru/Ni8Ru5Re and Ni8Ru/Ni8Ru5W, respectively in Fig. 3(a) and (b). The degree of uphill diffusion of Ru is larger in Ni-Ru-Re system than in Ni-Ru-W system, as can be ...

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3D time series analysis of cell shape using Laplacian approaches

3D time series analysis of cell shape using Laplacian approaches

... a binary vol- ...a binary volume A that can be considered as a shrunk version of the original vol- ...the binary volume A via simple morphological ...dilated binary volume from the original ...

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Using statistical parsing to detect agrammatic aphasia

Using statistical parsing to detect agrammatic aphasia

... We consider two types of features: CFG pro- duction rules and phrase-level statistics. For the CFG production rules, we use the Charniak parser (Charniak, 2000) trained on Wall Street Journal data to parse each utterance ...

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A comprehensive survey of recent advancements in molecular communication

A comprehensive survey of recent advancements in molecular communication

... MC channels typically have memory since some of the information particles that are released may remain in the channel and arrive in future time slots. Therefore, another important problem in MC is the ISI due to delayed ...

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