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ITHEA Classification Structure > H. Information Systems  > H.2 DATABASE MANAGEMENT  > H.2.8 Database Applications 
ITHEA Classification Structure > I. Computing Methodologies  > I.2 ARTIFICIAL INTELLIGENCE  > I.2.4 Knowledge Representation Formalisms and Methods 
ITHEA Classification Structure > I. Computing Methodologies  > I.5 PATTERN RECOGNITION  > I.5.1 Models 
ITHEA Classification Structure > I. Computing Methodologies  > I.5 PATTERN RECOGNITION  > I.5.3 Clustering 
ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION
By: Sergei Lvov, Vladimir Ryazanov (4375 reads)
Rating: (1.00/10)

Abstract: In this paper the calculating estimates model, based on a system of logical regularities to solve the supervised classification problem is considered. A method of determining the weighting parameters of the decision rule, as well as two methods to eliminate bounce on the classification by introducing a logical disjunction of the negations of regularities and the approximation of regularities by sigmoid logic functions are proposed. The results of numerical experiments are presented.

Keywords: classification, pattern recognition, estimates calculation, multi-algorithmic approach, logical regularities

ACM Classification Keywords: I.2.4 Artificial Intelligence Knowledge Representation Formalisms and Methods – Predicate logic; I.5.1 Pattern Recognition Models – Deterministic, H.2.8 Database Applications, Data mining; I.5.3 Clustering.

Link:

ОБ ОДНОМ МЕТОДЕ МУЛЬТИАЛГОРИТМИЧЕСКОЙ КЛАССИФИКАЦИИ

(On a method of multi-algorithmic classification)

Сергей Львов, Владимир Рязанов

http://www.foibg.com/ijita/vol22/ijita22-02-p03.pdf

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H.2.8 Database Applications
article: STORING INFORMATION VIA NATURAL LANGUAGE ADDRESSING – A STEP TOWARD MODELING ... · ALGORITHM FOR QUICK NUMBERING OF LARGE VOLUMES OF DATA · RDFARM - A SYSTEM FOR STORING LARGE SETS OF RDF TRIPLES AND QUADRUPLES BY ... · SELF-CITATIONS EFFECT ON SCIENTOMETRIC INDEXES · SHAPING THE CITATION-PAPER RANK DISTRIBUTIONS: BEYOND HIRSCH’S MODEL · ONTOARM - A SYSTEM FOR STORING ONTOLOGIES BY NATURAL LANGUAGE ADDRESSING · METHOD OF DATA ANALYSIS BASED ON CLUSTERING IN “SYNDROMES” INDICATORS SPACE · ANALYZING THE LOCALIZATION OF LANGUAGE FEATURES WITH COMPLEX SYSTEMS TOOLS ... · WORDARM - A SYSTEM FOR STORING DICTIONARIES AND THESAURUSES BY ... · ASSOCIATION RULE MINING WITH N-DIMENSIONAL UNIT CUBE CHAIN SPLIT TECHNIQUE · ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION · PROCESSING SETS OF CLASSES’ LOGICAL REGULARITIES · CITATION-PAPER RANK DISTRIBUTIONS AND ASSOCIATED SCIENTOMETRIC INDICATORS ... · MULTI-VARIANT PYRAMIDAL CLUSTERING AND ANALYSIS HIGH-DIMENSIONAL DATA · THEORETICAL ANALYSIS OF EMPIRICAL RELATIONSHIPS FOR PARETODISTRIBUTED... · INTEGRATED ENVIRONMENT FOR STORING AND HANDLING INFORMATION IN TASKS OF ... · ABOUT MULTI-VARIANT CLUSTERING AND ANALYSIS HIGH-DIMENSIONAL DATA · COMPUTATIONAL MODEL FOR SERENDIPITY · METHOD FOR EVALUATING OF DISCREPANCY BETWEEN REGULARITIES SYSTEMS IN ... · ASTRONOMICAL PLATES SPECTRA EXTRACTION OBJECTIVES AND POSSIBLE SOLUTIONS ... · METHODS OF REGULARITIES SEARCHING BASED ON OPTIMAL PARTITIONING · AN APPROACH TO VARIABLE AGGREGATION IN EFFICIENCY ANALYSIS · INDIRECT SPATIAL DATA EXTRACTION FROM WEB DOCUMENTS · METHODS FOR EVALUATING OF REGULARITIES SYSTEMS STRUCTURE · COMPOSITE BLOCK OPTIMIZED CLASSIFICATION DATA STRUCTURES · INDIRECT SPATIAL DATA EXTRACTION FROM WEB DOCUMENTS · INDIRECT SPATIAL DATA EXTRACTION FROM WEB DOCUMENTS · HOW TO USE A DESKTOP VERSION OF A DBMS FOR CLIENT-SERVER APPLICATIONS · DEVELOPMENT OF DATABASE FOR DISTRIBUTED INFORMATION MEASUREMENT ... · THE DEVELOPMENT OF THE GENERALIZATION ALGORITHM BASED ON THE ROUGH SET THEORY · THE ROLE OF DBMS IN ANALYTICAL PROCESSES OF THE LOGISTIC ·
I.2.4 Knowledge Representation Formalisms and Methods
article: ONTOLOGY OF EDUCATIONAL STANDARDS · MULTI-LAYER KNOWLEDGE REPRESENTATION · Taxonomyzation of Natural Language Texts · Facts extraction from the semi-structured text information · SEMANTIC NET FROM CONCEPTS AS A MODEL OF STUDENT’S KNOWLEDGE: HOW STABLE ARE ... · ТЕМПОРАЛЬНЫЕ СЕТИ ПЕТРИ И ИХ ПРИМЕНЕНИЕ В ИНТЕЛЛЕКТУАЛЬНЫХ СИСТЕМАХ ПОДДЕРЖКИ... · МЕТОДЫ МОДЕЛИРОВАНИЯ ВРЕМЕННЫХ ЗАВИСИМОСТЕЙ В ИНТЕЛЛЕКТУАЛЬНЫХ СИСТЕМАХ С ... · KNOWLEDGE REPRESENTATION IN THE AUTOMATED LEARNING SYSTEMS · ИНВАРИАНТНЫЕ ЗАДАЧИ ОНТОЛОГИЧЕСКИХ СИСТЕМ · МОДЕЛЬ ОНТОЛОГИЧЕСКОГО ИНТЕРФЕЙСА АГРЕГАЦИИ ИНФОРМАЦИОННЫХ РЕСУРСОВ И СРЕДСТВ... · МОДЕЛИРОВАНИЕ ВРЕМЕННЫХ ЗАВИСИМОСТЕЙ В ИНТЕЛЛЕКТУАЛЬНЫХ СИСТЕМАХ ПОДДЕРЖКИ ... · ФОРМАЛИЗАЦИЯ ПРОБЛЕМЫ ИЗВЛЕЧЕНИЯ ЗНАНИЙ ИЗ ЕСТЕСТВЕННО ЯЗЫКОВЫХ ТЕКСТОВ · ЦЕЛОСТНОСТЬ ОБРАЗОВ: О МОДЕЛИРОВАНИИ СМЫСЛА И ПОНИМАНИЯ · К ВОПРОСУ ВИЗУАЛИЗАЦИИ ОНТОГРАФОВ ПРИ РАЗРАБОТКЕ ОНТОЛОГИЙ ПРЕДМЕТНЫХ ДИСЦИПЛИН · СИСТЕМА ПРЕДОСТАВЛЕНИЯ ДИСТАНЦИОННЫХ УСЛУГ В ОБРАЗОВАНИИ ... · ИНСТРУМЕНТЫ ПОДДЕРЖКИ ПРОЦЕССОВ АНАЛИТИЧЕСКОЙ ДЕЯТЕЛЬНОСТИ ЭКСПЕРТА ... · ОБНАРУЖЕНИЕ ЗНАНИЙ НА ОСНОВЕ СЕТЕВЫХ СТРУКТУР · МЕТОДИКА ИСПОЛЬЗОВАНИЯ СРЕДСТВ СТРУКТУРИЗАЦИИ УЧЕБНОГО МАТЕРИАЛА · SELF-MODIFICATED PREDICATE NETWORKS · ON PROBLEM OF ADEQUACY OF MULTISET MATHEMATICAL MODELS · LOGIC-LINGUISTIC MODEL OF FACT GENERATION FROM TEXT STREAMS OF CORPORATE... · ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION · DEVELOPMENT, STUDY AND PRESENTATION OF FUNCTIONS AND OPERATIONS ON ONTOLOGIES · PROCESSING SETS OF CLASSES’ LOGICAL REGULARITIES · PECULIARITIES OF LINKED DATA PROCESSING IN SEMANTIC APPLICATIONS · THE INVERSE MASLOV METHOD AND ANT TACTICS FOR EXHAUSTIVE SEARCH DECREASING · THE INTELLIGENT DECISION SUPPORT SYSTEM FOR DIAGNOSTIC OF DIFFICULT DISEASES... · OWL as a Standard Model for Transdisciplinary Knowledje Representation in ... · Solution of the Problem of Formal Evaluation of Effectiveness of ... · TOWARDS A SEMANTIC CATALOG OF SIMILARITY MEASURES · CONSTRUCTION OF CLASS LEVEL DESCRIPTION FOR EFFICIENT RECOGNITION OF ... · ANALYSIS AND PROCESSING OF THE TEXT INFORMATION AIMED AT EXTRACTING BASIC ... · METHODS AND TOOLS OF KNOWLEDGE MANAGEMENT AT THE SEMANTIC WEB ENVIROMENT · CREATING SET OF RELATED CONCEPTS FOR AUTOMATIC ONTOLOGY SYNTHESIS · АРХИТЕКТУРНО-СТРУКТУРНЫЕ ОСОБЕННОСТИ СРЕД� · EFFICIENT SIMULATION FOR PROLOG IMPLEMENTATION OF IMAGE RECOGNITION PROBLEM · SOFTWARE FOR THE RECOGNITION OF POLYHEDRON CONTOUR IMAGES IN THE FRAMEWORK ... · THE INVERSE METHOD FOR SOLVING ARTIFICIAL INTELLIGENCE PROBLEMS IN ... · КОГНИТИВНАЯ СЕМИОТИКА В ПРОЦЕССАХ ... · ON COMBINATION OF DEDUCTION AND ANALYTICAL TRANSFORMATIONS ... · DISTANCE BETWEEN OBJECTS DESCRIBED BY PREDICATE FORMULAS · TACIT KNOWLEDGE AS A RESOURCE FOR ORGANIZATIONS AND ITS INTENSITY IN VARIOUS ... · ФИЗИКО-ОНТОЛОГИЧЕСКИЙ ПОДХОД К ПОСТРОЕНИЮ � · DISCRETE ARTIFICIAL INTELLIGENCE PROBLEMS AND NUMBER OF STEPS OF THEIR SOLUTION · ОТОБРАЖЕНИЕ И ВЫВОД ПО АНАЛОГИИ НА ОСНОВЕ Н · ОПРЕДЕЛЕНИЕ ПОНЯТИЯ «СМЫСЛ» ЧЕРЕЗ ОНТОЛОГИ · ОБРАБОТКА ПРЕДЛОЖЕНИЙ ЕСТЕСТВЕННОГО ЯЗЫКА · К АНАЛИЗУ ЕСТЕСТВЕННО-ЯЗЫКОВЫХ ОБЪЕКТОВ · ИСПОЛЬЗОВАНИЕ ТЕХНОЛОГИИ SEMANTIC WEB ДЛЯ ИНТЕЛЛ · MERGING WIKI AND ONTOLOGICAL APPROACH TO E-LEARNING PORTAL DESIGN · METHODS OF SYNTHESIZING REVERSIBLE SPATIAL MULTIVALUED STRUCTURES OF ... · INTEGRATION OF FINANCIAL DOMAIN KNOWLEDGE ON BASE OF SEMANTIC WEB TECHNOLOGIES · PRESENTATION OF ONTOLOGIES AND OPERATIONS ON ONTOLOGIES IN FINITE-STATE ... · BASIC PRINCIPLES OF ORGANIZATION OF THE MEDIUM AND THINKING ... · METHODS OF SYNTHESIZING REVERSIBLE SPATIAL MULTIVALUED ... · TOWARDS CONTENT-SENSITIVE ACCESS TO THE ARTEFACTS OF THE BULGARIAN ICONOGRAPHY · USE OF KNOWLEDGE TECHNOLOGIES FOR PRESENTATION OF BULGARIAN FOLKLORE ... · DOUBLE-WAVELET NEURON BASED ON ANALYTICAL ACTIVATION FUNCTIONS · MATHEMATICAL MODELS OF DOMAIN ONTOLOGIES1 · FORMING KNOWLEDGE BASES IN THE COMPUTER KNOWLEDGE BANK ON MEDICAL DIAGNOSTICS 1 · ONTOLOGICAL APPROACH TO DOMAIN KNOWLEDGE REPRESENTATION FOR INFORMATION ... · AN ANALYSIS OF SOME RELATIONS AMONG DOMAIN ONTOLOGIES1 · NEW KNOWLEDGE OBTAINING IN STRUCTURAL-PREDICATE MODELS OF KNOWLEDGE · A MATHEMATICAL APPARATUS FOR ONTOLOGY SIMULATION. SPECIALIZED EXTENSIONS OF ... · A MATHEMATICAL APPARATUS FOR DOMAIN ONTOLOGY SIMULATION. AN EXTENDABLE ... · A MATHEMATICAL APPARATUS FOR DOMAIN ONTOLOGY SIMULATION. LOGICAL ... · DOMAINS WITH COMPLICATED STRUCTURES AND THEIR ONTOLOGIES1 · KNOWLEDGE-BASED ROBOT CONTROL · MULTIALGEBRAIC SYSTEMS IN INFORMATION GRANULATION · SELFSTRUCTURIZED SYSTEMS ·
I.5.1 Models
article: POLLEN GRAINS RECOGNITION USING STRUCTURAL APPROACH AND NEURAL NETWORKS · Bankruptcy risk forecasting under uncertainty with application of fuzzy · CONVOLUTION NETWORKS AS A METHOD OF REALISATION OF CUSTOMS RISK-MANAGEMENT · АППРОКСИМАЦИЯ ФУНКЦИИ ЯРКОСТИ ОБЪЕКТА ПОЛУТОНОВОГО ИЗОБРАЖЕНИЯ · SELF-MODIFICATED PREDICATE NETWORKS · ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION · PROCESSING SETS OF CLASSES’ LOGICAL REGULARITIES · ADAPTIVE FUZZY PROBABILISTIC CLUSTERING OF INCOMPLETE DATA · THE INVERSE MASLOV METHOD AND ANT TACTICS FOR EXHAUSTIVE SEARCH DECREASING · JOINT STUDY OF VISUAL PERCEPTION MECHANISM AND COMPUTER VISION SYSTEMS THAT ... · Online Handwritten Mathematical Expressions Recognition System Using Fussy ... · Automated Building Extraction System Applied On High Resolution Satellite ... · SPREADING THE MOORE - PENROSE PSEUDO INVERSE ON MATRICES EUCLIDEAN SPACES: ... · CONSTRUCTION OF CLASS LEVEL DESCRIPTION FOR EFFICIENT RECOGNITION OF ... · INFORMATION TECHNOLOGY OF PROCESSING INFORMATION OF THE CUSTOMS CONTROL · MODEL FOR ASTRONOMICAL DATING OF THE CHRONICLE OF HYDATIUS: ... · MATRIX “FEATURE VECTORS” IN GROUPING INFORMATION PROBLEM: LINEAR ... · EFFICIENT SIMULATION FOR PROLOG IMPLEMENTATION OF IMAGE RECOGNITION PROBLEM · VECTORS AND MATRIXES IN GROUPING INFORMATION PROBLEM · CROP STATE AND AREA ESTIMATION IN UKRAINE BASED ON REMOTE AND INSITU ... · THE INVERSE METHOD FOR SOLVING ARTIFICIAL INTELLIGENCE PROBLEMS IN ... · RECURRENT PROCEDURE IN SOLVING THE GROUPING INFORMATION PROBLEM IN APPLIED... · ‘FEATURE VECTORS’ IN GROUPING INFORMATION PROBLEM IN APPLIED MATHEMATICS: .. · ADAPTIVE CLUSTERING OF INCOMPLETE DATA USING NEURO-FUZZY KOHONEN NETWORK · INTELLIGENT ANALYSIS OF MARKETING DATA · FUZZY SETS AS A MEAN FOR UNCERTAINTY HANDLING: MATH, APPLIED MATH, HEURISTICS · PERFORMANCE OF COMPUTER-AIDED DIAGNOSIS TECHNIQUES IN INTERPRETATION OF ... · FUZZY SETS: MATH, APPLIED MATH, HEURISTICS? PROBLEMS AND INTERPRETATIONS · ОНЛАЙН РАСПОЗНАВАНИЕ РУКОПИСНЫХ МАТЕМАТИЧ� · РАСПОЗНАВАНИЕ ЗДАНИЙ НА СПУТНИКОВЫХ СНИМКА · СЛОЖНЫЕ ЗАДАЧИ РАСПОЗНАВАНИЯ ОБРАЗОВ И ВОЗМОЖНОСТИ ИХ РЕШЕНИЯ · THE USAGE OF NEURAL NETWORKS FOR THE MEDICAL DIAGNOSIS · SYNTHESIS OF CORRECTOR FAMILY WITH HIGH RECOGNITION ABILITY* · FLOOD RISK ASSESSMENT BASED ON GEOSPATIAL DATA · FUZZY ARTMAP NEURAL NETWORKS FOR COMPUTER AIDED DIAGNOSIS · STRUCTURAL MODEL OF HALFTONE IMAGE AND IMAGE SEGMENTATION EXPERIMENTS · HIGH-PERFORMANCE INTELLIGENT COMPUTATIONS ... · INTELLIGENCE ALGORITHMS FOR INCREASING NAVIGATION SYSTEMS ACCURACY · ADAPTIVE GUSTAFSON-KESSEL FUZZY CLUSTERING ALGORITHM BASED ON ... · UNCERTAINTY AND FUZZY SETS: CLASSIFYING THE SITUATION · LOGIC BASED PATTERN RECOGNITION - ONTOLOGY CONTENT (1) 1 · EVALUATING MISCLASSIFICATION PROBABILITY USING EMPIRICAL RISK1 · FUZZY SETS: ABSTRACTION AXIOM, STATISTICAL INTERPRETATION, OBSERVATIONS ... · AN APPROACH TO COLLABORATIVE FILTERING BY ARTMAP NEURAL NETWORKS ·
I.5.3 Clustering
article: ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION · MULTI-VARIANT PYRAMIDAL CLUSTERING AND ANALYSIS HIGH-DIMENSIONAL DATA · INTELLIGENT ANALYSIS OF MARKETING DATA · КЛАСТЕРИЗАЦИЯ НЕПОЛНЫХ ДАННЫХ · ADAPTIVE GUSTAFSON-KESSEL FUZZY CLUSTERING ALGORITHM BASED ON ... · PARTITION METRIC FOR CLUSTERING FEATURES ANALYSIS · EVOLUTIONARY CLUSTERING OF COMPLEX SYSTEMS AND PROCESSES · USING THE AGGLOMERATIVE METHOD OF HIERARCHICAL CLUSTERING ... ·
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