Component Applications in Heterogeneous Distributed Systems -- A Cellular Automaton Based Approach For Real Time Embedded Systems Scheduling Problem Resolution -- Ways of Increasing of the Effectiveness of the Making Decisions by Intelligent Systems Using Fuzzy Inference.-�A Hybrid Model Based on Mutual Information and Support Vector Machine for Automatic Image Annotation --  Pose Estimation Using Local Binary Patterns for Face Recognition -- The Bioinspired Algorithm of Electronic Computing Equipment Schemes Elements Placement -- Informational System to Support the Design Process of Complex Equipment Based on the Mechanism of Manipulation And Management for Three-Dimensional Objects Models -- Combined Method of Analyzing Anaphoric Pronouns and Inter-sentential Relationships between Transitive Verbs for Enhancing Pairs of Sentences Summarization -- Hierarchical Approach for Vlsi Components Placement -- Pre-processing, Repairing and Transfer Functions Can Help Binary Electromagnetism-like Algorithms -- Heuristic Feasibility and Preprocessing for a Set Covering Solver Based on Firefly Optimization -- Self-Learning of The Containers Service Coordinator Agent in Multi-Agent Automation Environment of Transit Cargo Terminal -- On The Performance of Ensemble Learning for Automated Diagnosis of Breast Cancer -- Predicting Financial Distress of Banks using Random Subspace Ensembles of Support Vector Machines -- Interdependence of Text Mining Quality and the Input Data Preprocessing -- Using Fuzzy Logic Controller in Ant Colony Optimization -- WSM Tuning in Autonomous Search via Gravitational Search Algorithms Enumeration Strategies for Solving Constraint Satisfaction Problems: A Performance Evaluation.-Evaluation of the Accuracy of Numerical Weather Prediction Models -- Design of Fuzzy Controller for Hexacopter Position Control -- Implementation of Two Stages k-means Algorithm to Apply a Payment System Provider framework in Banking Systems.-An Artificial Intelligence Approach to Nutritional Meal Planning for Cancer Patients -- E2TS: Energy Efficient Time Synchronization Technique in Large Scale Wireless Sensor Network -- A Brief Survey on Event Prediction Methods in Time Series -- Integrating Grid Template Patterns and MultipleCommittees of Neural Networks in Forex Market -- A Comparison of Handwriting Grip Kinetics Associated with Authentic and Well-Practiced Bogus Signatures -- A Timetabling Applied Case Solved with ACO -- Visualization of Semantic Data -- Lexical Similarity Based Query-Focused Summarization Using Artificial Immune Systems -- A Novel Similarity Measure for Clustering CustomerTransactions Using Ternary Sequence Vector -- On the value of parameters of Use Case Points method -- Intelligent Integrated Decision Support System of the Territory Management -- Contextual Soft Classification Approaches for Crops Identification Using Multi-Sensory Remote Sensing Data: Machine Learning Perspective for Satellite Images -- Using the Deterministic Chaos in Variable Mode of Operation of Block Ciphers -- An Initial Study on the New Adaptive Approach for Multi-Chaotic Differential Evolution.

This volume is based on the research papers presented in the 4th Computer Science On-line Conference.     The volume Artificial Intelligence Perspectives and Applications presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of artificial intelligence. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented.   The Computer Science On-line Conference (CSOC 2015) is intended to provide an international forum for discussions on the latest high-quality research results in all areas related to Computer Science.   The addressed topics are the theoretical aspects and applications of Computer Science, Artificial Intelligences, Cybernetics, Automation Control Theory and Software Engineering.  .