TL;DR: The recognition of hand-printed numerals is studied on a broad experimental basis within the constraints imposed by a raster scanner generating binary video patterns, a mixed measurement set, and a statistical decision function.
Abstract: The recognition of hand-printed numerals is studied on a broad experimental basis within the constraints imposed by a raster scanner generating binary video patterns, a mixed measurement set, and a statistical decision function. A computer-controlled scanner is used to acquire the characters, to adjust the raster resolution and registration, and to monitor the black-white threshold of the quantizer. The dimensionality of the decision problem is reduced by a hybrid system of measurements. In the measurement design, three types of measurements are generated: a set of "topological" measurements, a set of logical "n-tuples," both designed by hand, and a large set of n-tuples machine generated at random under special constraints. The final set of 100 measurements is selected automatically by a programmed algorithm that attempts to minimize the maximum expected error rate between every character pair. Computer simulation experiments show the effectiveness of the selection procedure, the contribution of the different types of measurements, the effect of the number of measurements selected on recognition, and the desirability of size and shear normalization. The final system is tested on four data sets printed under different degrees of control on the writers. Each data set consists of approximately 10 000 characters. For this comparison, a first-order maximum likelihood function with weights quantized to 100 levels is used. Error versus reject curves are given on several combinations of training and test sets.
TL;DR: In this paper, the main sources of error in chromatographic analysis are described, particular attention being drawn to variable bias, which is one of the major potential sources as it is not easily detected.
Abstract: The main sources of error in chromatographic analysis are described, particular attention being drawn to variable bias. This is one of the major potential sources as it is not easily detected. A comparison is made between the charateristics of the three basic methods of calculating results, normalization, constant volume injection, and internal standard. Despite its popularity normalization has many disadvantages and the presentation of results as ratios of compounds to one another is suggested in preference to normalization.
TL;DR: In this article, Allcock proved that the normalization of Bethe-Salpeter wave functions by Mandelstam holds even for neutral bound states and proposed a theory of normalization which is valid only for charged bound states.
Abstract: The problem of normalization of Bethe-Salpeter wave functions has been discussed by several authors. Mandelstam put forward a theory of normalization which is valid only for charged bound states.1 Allcock removed this restriction and proved that the normalization of Bethe-Salpeter wave function by Mandelstam holds even for neutral bound states.2 Recently the interest in the problem of bound states revived since experimentally observed particles are unlikely to be all elementary. A theory of normalization of Bethe-Salpeter wave functions was proposed recently by several authors, for instance, Cutkosky and Leon,3 Nakanishi4 and others. However, Allcock’s work is rather complicated, whereas the Cutkosky and Leon paper is too short and compact to be understood.
TL;DR: In this paper, a technique for removing certain errors in two-port parameters obtained from transmission measurements is described, and the calibration procedures and necessary transformations for error removal are presented, including a general transformation for changing S-parameter impedance normalization.
Abstract: A technique is described for removing certain errors in two-port parameters obtained from transmission measurements. The calibration procedures and necessary transformations for error removal are presented. Included is a general transformation for changing S-parameter impedance normalization.
TL;DR: In this paper, the effects of non-ideal normalization on sonar performance were measured in terms of (S/N)R for fixed clutter probability, where R is the average degradation over the display.
Abstract: Curves giving (S/N)R, the required input (S/N), for a specified detection probability versus probability of noise marking are commonly used for describing processor performance. These curves are commonly produced by assuming stationary background noise. However, backgrounds are generally nonstationary, so that normalization techniques are utilized to produce a more stationary processor‐output waveform. In order to predict the effects of various normalization techniques on sonar performance, a model has been developed that defines ideal normalization and gives a method for describing the effects of normalization in terms of (S/N)R for fixed clutter probability. This method involves measurement of degradation in (S/N)R due to nonideal normalization. The results are given in the form of two curves and an average degradation over the display. One curve gives a plot of Δ(S/N)R as a function of time where Δ(S/N)R is the increase in (S/N)R due to nonideal normalization relative to (S/N)R required with ideal norm...
TL;DR: In this article, a technique is used which normalizes the standard deviation of student test scores so that the explicit weights assigned to different questions and tests by the instructor are in fact reflected in the students9 total scores.
Abstract: A technique is used which “normalizes” the standard deviation of student test scores so that the explicit weights assigned to different questions and tests by the instructor are in fact reflected in the students9 total scores. It is then shown, using actual classroom data, that this normalization can be important in determining a student’s final grade: 10 to 20 percent of the students received grade changes as a result of normalization. Using a randomization test it is further found that these changes are not related to attributes of the students. A multiple regression analysis on selected student attributes-GPA, class, and major-also supports the same conclusion. Finally, evidence is presented which suggests that the grade changes due to normalization are systematically related to the method of grading a question. It is concluded that lack of normalization results in a significant distortion of student grades.
TL;DR: In this paper, the authors present a computer package for analyzing finite time stability properties of equilibrium points of time-independent Hamiltonian systems, using this package, approximate analytic solutions which contain nonlinear effects can be constructed near these equilibrium points.
Abstract: : This is a complete documentation (program description) of a computer package for analyzing finite time stability properties of equilibrium points of time-independent Hamiltonian systems. Using this package, approximate analytic solutions which contain nonlinear effects can be constructed near these equilibrium points. Three main programs constitute the complete package. The first program normalizes and computes the generating functions for a time-independent Hamiltonian in the neighborhood of an equilibrium point, the second expresses coordinate transformations as truncated power series, and the third program computes point-by-point coordinate transformations. To demonstrate the procedure, the report describes in detail the application of the computer package to the construction of solutions of the planar restricted three-body problem near the L4 equilibrium point. Numerical results compare very favorably in precision with values obtained by numerical integration. The computer time required for the entire normalization process is only a small fraction of the integration time, however. (Author)
TL;DR: Normalization of biological variables is extensively used to reinforce the confidence of experimental observations by indication of “reproducibility” by employing normalization of the variables to coincide the two curves determined by the mechanics of contraction.
TL;DR: In this article, a simple inequality, expressed in terms of two arbitrary distribution functions of the same normalization, is shown to be useful for computing the configurational free energy.
Abstract: A simple inequality, expressed in terms of two arbitrary distribution functions of the same normalization, is shown to be useful. By choosing various different forms for the distribution functions one can derive important results, such as the upper and lower bounds of the configurational free energy.
TL;DR: In this paper, the authors consider the problem of constructing generators for I and O in the case that k(xi, • • •, xn) is separably generated over k. This restriction and also the requirement that k be a field reflect the limitations of our technique.
Abstract: ƒ = k[xi9 • • • , #» , %n+i, • • • » #iv] = £[-X\"i, • • • , XivJ/O, where Q = (gi, • • • , q8) is a, finitely generated ideal. The classical solution is nonconstructive in a typical way. One exhibits J a s a submodule of a finite .R-module and then invokes the Hubert Basis Theorem, first to assert that 7 is a finite i?-module, and again to assert that O is finitely generated. But the Basis Theorem is, at best, a guarantee that no particular J or O will ever require infinitely many generators. It does not help us to decide whether generators for I and O can actually be constructed or, if they can, how to construct them, how many are needed, and how they depend on the initial data $ = (£i, • • , pr)* In this note we will describe a method that treats these questions —in the case that k(xi, • • • , xn) is separably generated over k. This restriction and also the requirement that k be a field reflect the limitations of our technique. Also, k must be defined in such a way that the polynomial ring k[T] is constructively a unique factorization domain (or else the class of prime ideals $ = (pi, • • • , pr) would have to be restricted). A fairly general description of such fields is given in [2], following Kronecker's method of interpolation. Any finitely generated extension of a prime field, or even the algebraic closure of such a field, is allowed. But not the reals nor the complexes nor any £-adic field. The same methods apply in the projective case, yielding a constructive version of projectively normal normalization and the completeness of the linear system of hypersurface sections of a fixed high degree on a normal projective variety.