Computer science is generally considered an area of academic research and distinct from computer programming [119].
Computer simulation (Компьютерное моделирование) is the process of mathematical modelling, performed on a computer, which is designed to predict the behaviour of, or the outcome of, a real-world or physical system. The reliability of some mathematical models can be determined by comparing their results to the real-world outcomes they aim to predict. Computer simulations have become a useful tool for the mathematical modeling of many natural systems in physics (computational physics), astrophysics, climatology, chemistry, biology and manufacturing, as well as human systems in economics, psychology, social science, health care and engineering [120].
Computer vision (Компьютерное зрение) is scientific discipline, field of technology and the direction of artificial intelligence (AI), which deals with computer processing, recognition, analysis and classification of dynamic images of reality. It is widely used in video surveillance systems, in robotics and in modern industry to improve product quality and production efficiency, comply with legal requirements, etc. In computer vision, the following areas are distinguished: face recognition (face recognition), image recognition (image recognition), augmented reality (augmented reality (AR) and optical character recognition (OCR). Synonyms – artificial vision, machine vision
Computer vision processing (CVP, Обработка компьютерного зрения) is the processing of images (signals) in a computer vision system, in computer vision systems – about algorithms (computer vision processing algorithms), processors (computer vision processing unit, CVPU), convolutional neural networks (convolutional neural network), which are used for image processing and implementation of visual functions in robotics, real-time systems, smart video surveillance systems, etc.
Computer-Aided Detection/Diagnosis (CAD) (Компьютерная диагностика) – Computer-aided detection (CAD), or computer-aided diagnosis (CADx), uses computer programs to assist radiologists in the interpretation of medical images. CAD systems process digital images for typical appearances and highlight suspicious regions in order to support a decision taken by a professional.
Computer-automated design (CAutoD) (Компьютерно-автоматизированное проектирование) – Design automation usually refers to electronic design automation, or Design Automation which is a Product Configurator. Extending Computer-Aided Design (CAD), automated design and computer-automated designare concerned with a broader range of applications, such as automotive engineering, civil engineering, composite material design, control engineering, dynamic system identification and optimization, financial systems, industrial equipment, mechatronic systems, steel construction, structural optimisation, and the invention of novel systems. More recently, traditional CAD simulation is seen to be transformed to CAutoD by biologically inspired machine learning, including heuristic search techniques such as evolutionary computation, and swarm intelligence algorithms.
Computing modules (Вычислительные модули) are plug-in specialized computers designed to solve narrowly focused tasks, such as accelerating the work of artificial neural networks algorithms, computer vision, voice recognition, machine learning and other artificial intelligence methods, built on the basis of a neural processor – a specialized class of microprocessors and coprocessors (processor, memory, data transfer).
Computing system (Вычислительная система) is a software and hardware complex intended for solving problems and processing data (including calculations) or several interconnected complexes that form a single infrastructure.
Computing units (Вычислительные блоки) are blocks that work like a filter that transforms packets according to certain rules. The instruction set of the calculator can be limited, which guarantees a simple internal structure and a sufficiently high speed of operation.
Concept drift (Дрейф концепций) – In predictive analytics and machine learning, the concept drift means that the statistical properties of the target variable, which the model is trying to predict, change over time in unforeseen ways. This causes problems because the predictions become less accurate as time passes [].
Confidentiality of information (Конфиденциальность информации) – a mandatory requirement for a person who has access to certain information not to transfer such information to third parties without the consent of its owner.
Confirmation Bias (Предвзятость подтверждения) – the tendency to search for, interpret, favor, and recall information in a way that confirms one’s own beliefs or hypotheses while giving disproportionately less attention to information that contradicts it.
Confusion matrix (Матрица неточностей) — is a situational analysis table that summarizes the prediction results of a classification model in machine learning. The records in the dataset are summarized in a matrix according to the real category and the classification score made by the classification model.
Connectionism (Коннекционизм) – An approach in the fields of cognitive science, that hopes to explain mental phenomena using artificial neural networks.
Consistent heuristic (Последовательная (непротиворечивая) эвристика) – In the study of path-finding problems in artificial intelligence, a heuristic function is said to be consistent, or monotone, if its estimate is always less than or equal to the estimated distance from any neighboring vertex to the goal, plus the cost of reaching that neighbor
Constrained conditional model (CCM) (Условная модель с ограничениями) – A machine learning and inference framework that augments the learning of conditional (probabilistic or discriminative) models with declarative сonstraints [].
Constraint logic programming (Логическое программирование ограничений) – A form of constraint programming, in which logic programming is extended to include concepts from constraint satisfaction. A constraint logic program is a logic program that contains constraints in the body of clauses. [121].
Constraint programming (Ограниченное программирование) – A programming paradigm wherein relations between variables are stated in the form of constraints. Constraints differ from the common primitives of imperative programming languages in that they do not specify a step or sequence of steps to execute, but rather the properties of a solution to be found [122].
Constructed language (Also conlang) (Искусственные языки) – A language whose phonology, grammar, and vocabulary are consciously devised, instead of having developed naturally. Constructed languages may also be referred to as artificial, planned, or invented languages.
Consumer artificial intelligence (Бытовой искусственный интеллект) is specialized artificial intelligence programs embedded in consumer devices and processes.
Continuous feature (Непрерывная функция) – A floating-point feature with an infinite range of possible values. Contrast with discrete feature.
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