Syllabus (PhD)

CURRENT PROBLEMS OF HIGHER EDUCATION PEDAGOGY

Philosophical foundations of scientific activity

FOREIGN LANGUAGE FOR SCIENTIFIC ACTIVITY (English)

METHODOLOGICAL FOUNDATIONS FOR THE ORGANISATION AND CONDUCT OF SCIENTIFIC RESEARCH

Machine Learning Methods for Complex Systems Analysis

Bayesian Data Analysis in Scientific Research

Innovative Areas of Neural Network Application

ANALYTICAL, SYNTHESIS AND MODELLING TOOLS FOR SYSTEMS IN BIOLOGY AND MEDICINE

Knowledge Engineering

COMPUTER SERVICE-ORIENTED DESIGN EXAMPLES FOR ENSURING HUMAN MEDICAL AND BIOLOGICAL SAFETY

MODELS AND METHODS FOR IDENTIFICATION AND OPTIMISATION OF CONDITIONS OF BIOLOGICAL OBJECTS

Modelling Complex Networks

Reinforcement learning

FUZZY MODELS AND METHODS IN INTELLIGENT DECISION-MAKING SYSTEMS

Teaching practice

SOFTWARE TOOLS FOR THE DEVELOPMENT OF EXPERT SYSTEMS

Spatial Modelling and Visualisation

System Analysis in Scientific and Technical Innovations

SPECIAL TOPICS IN ANALYSIS AND MODELLING OF COMPLEX PROCESSES AND SYSTEMS

THE STATE AND PROSPECTS OF SERVICE-ORIENTED COMPUTING

MODERN METHODS AND TECHNOLOGIES OF COMPUTATIONAL INTELLIGENCE

МАТЕМАТИЧНЕ ТА ПРОГРАМНЕ ЗАБЕЗПЕЧЕННЯ РЕАЛІЗАЦІЇ ЛОГІЧНОГО ВИВЕДЕННЯ