I.5.2 Design Methodology	Article	TECHNOLOGY OF CLASSIFICATION OF ELECTRONIC DOCUMENTS BASED ON THE THEORY ...	Abstract: Technology of classification of electronic documents based on the theory of disturbance of pseudoinverse matrices was proposed. Keywords: classification, training sample, a pseudoinverse
I.5.2 Design Methodology	Article	A COMPARISON OF SOME APPROACHES TO THE RECOGNITION PROBLEMS IN CASE OF TWO ...	Abstract: We consider an improved model of the empirical risk minimization problem and its continuous relaxation. The continuous relaxation of the formulated problem is compared with the mathematical
I.5.2 Design Methodology	Article	GENETIC BASED SPOT DETECTION METHOD IN TWO-DIMENSIONAL ELECTROPHORESIS IMAGES	Abstract: The image analysis of two-dimensional electrophoresis images is a difficult task were authors were not able to find any other work in the literature handling with evolutionary computation in
I.5.2 Design Methodology	Article	GEOMETRIC APPROACH FOR GAUSSIAN-KERNEL BOLSTERED ERROR ESTIMATION...	Abstract: Classification and feature selection techniques are among the most commonly used mathematical approaches for analysis and interpretation of biological data. One of the important characteris
I.5.2 Design Methodology	Article	NON SMOOTH OPTIMIZATION METHODS IN THE PROBLEMS OF CONSTRUCTING A LINEAR ...	Abstract: We consider the technique using nonsmooth optimization methods for pattern recognition problems. The results of numerical experiments of comparison of the proposed approach with support vec
I.5.2 Design Methodology	Article	ON THE QUALITY OF DECISION FUNCTIONS IN PATTERN RECOGNITION	Abstract: The problem of decision functions quality in pattern recognition is considered. An overview of the approaches to the solution of this problem is given. Within the Bayesian framework, we sug
I.5.2 Design Methodology	Article	Online Handwritten Mathematical Expressions Recognition System Using Fussy ...	Abstract: The paper is devoted to the development of the new online handwritten mathematical expressions recognition system. The paper presents the recognition method to the handwritten symbols using
I.5.2 Design Methodology	Article	PRODUCT QUALITY ANALYSIS USING SUPPORT VECTOR MACHINES	Abstract: This paper presents an exploratory study of the effectiveness of support vector machines in the prediction of a product quality based on its characteristics. The study answers the following
I.5.2 Design Methodology	Article	RECOGNITION ON FINITE SET OF EVENTS: BAYESIAN ANALYSIS ...	Abstract: The problem of recognition on finite set of events is considered. The generalization ability of classifiers for this problem is studied within the Bayesian approach. The method for non-unif
I.5.2 Design Methodology	Article	SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF MALIGNANT AND BENIGN LESIONS	Abstract: This paper presents an exploratory study of the effectiveness of support vector machines used as a tool for computer-aided breast cancer diagnosis. We explore the discriminatory power of het
I.5.2 Design Methodology	Article	ИСПОЛЬЗОВАНИЕ FRIS-ФУНКЦИЙ ДЛЯ РЕШЕНИЯ ЗАДАЧ�	Аннотация: Рассматривается задача структуризации избыточного набора информации, выявления основных законо
I.5.2 Design Methodology	Article	МЕТОД ВЫДЕЛЕНИЯ ЗНАЧИМЫХ ДАННЫХ НА ИЗОБРАЖ�	Аннотация: Глаукома – это болезнь глаза, причиной которой является повышение внутриглазного давления. Если
I.5.2 Design Methodology	Article	ОНЛАЙН РАСПОЗНАВАНИЕ РУКОПИСНЫХ МАТЕМАТИЧ�	Аннотация: рассматривается разработанный алгоритм структурного анализа для онлайн распознавания рукописны
I.5.2 Design Methodology	Article	ПОСТРОЕНИЕ НЕЛИНЕЙНЫХ КЛАССИФИКАТОРОВ В СЛ	Abstract: Рассматриваются задачи построения нелинейных классификаторов для случая многих классов. Для произвол�
I.5.2 Design Methodology	Article	“AVO-POLYNOM” RECOGNITION ALGORITHM	Abstract: Estimates Calculating Algorithms have a long story of application to recognition problems. Furthermore they have formed a basis for algebraic recognition theory. Yet use of ECA polynomials