Full Description
The two-volume set CCIS 2225 and 2226 constitutes the proceedings of the Second International Conference on Information Technologies and Their Applications, ITTA 2024, held in Baku, Azerbaijan, during April 23-25, 2024.
The 51 full papers and 9 short papers presented were carefully reviewed and selected from 200 submissions. They were organized in the following topical sections:
Part I - information technology in intelligent systems; and information technology in modeling.
Part II - information technology applied in construction, industry, and engineering; and information technology in decision making.
Contents
.- Information Technology Applied in Construction, Industry, and Engineering.
.- Optimizing the Performance Characteristics of SBS - Geopolymer Modified Bitumen: A Data-Driven Approach with ANN and Design Expert Software.
.- Innovative Construction Technologies for Smart Villages: Case Study Karabakh.
.- Turkish Legal Single-Document Summarizing.
.- Technologies and Systems for Monitoring the Onset of Accidents at Strategic Construction.
.- Optimizing Feature Distributions for Unsupervised Deep Learning-based Fabric Defect Detection and Localization.
.- Conservation of Wildlife in Hunting Tourism Using Artificial Intelligence and Image Processing in Smart Firearms.
.- Optimizing Microarray Gene Selection in Colon Cancer: An Enhanced Metaheuristic Algorithm for Feature Selection.
.- Securing Vehicular Ad-Hoc Networks: A Blockchain and Software Defined Network Approach for Enhanced Efficiency, Safety, and Security.
.- Influence of Process Noise Biases to Satellite Attitude Filters' Estimates.
.- Information-Retrieval System of Rock Pictures of Different Countries and Continents.
.- Convergence of Sharpness-Aware Minimization with Momentum.
.- Vulnerability Assessment and Penetration Testing of University Network.
.- Preliminary Orbit Estimation for Turksat 5B via Extended and Unscented Kalman Filtering.
.- Three-Axis Attitude Determination of a Nanosatellite using Optimized TRIAD Algorithms.
.- Computer System of Evaluation of the Mass Exam Results Based on Recognition of Handprinted Azerbaijani Characters.
.- Empirical Analysis of Conformer Impact on the CTC-CRF Model in Kazakh Speech Recognition.
.- Ontological Approach to Describing the Interaction of Information Processes in Intelligent Systems.
.- LANet: Lightweight Attention Network for Medical Image Segmentation.
.- Lightweight Hybrid CNN Model for Face Presentation Attack Detection.
.- Disaggregation Analyses of the External/Internal Parameters for Chloride Diffusion in Concrete Structures: Artificial Intelligence by k-means Algorithm.
.- K-means for Small Earthquakes. Alternative Disaggregation Analyses by Considering Wave Components and Soil Types.
.- Algorithm for Distributing Incoming Messages Among Handlers.
.- Comparison of Machine Learning based Anomaly Detection Methods for ADS-B System.
.- Image Processing Based Wood Defect Detection.
.- Anomaly Detection with Machine Learning Models Using API Calls.
.- Information Technology in Decision Making.
.- Finding a Minimum Distance Between Two Smooth Curves in 3D space.
.- On Numerical Solution of Block-Structured Discrete Systems.
.- Detection of Leaks in the Water Distribution Network.
.- Numerical Solution to a Problem of Optimizing Placement and Flow Rates of Wells.
.- Time Dilation Principle to Solve Game Problems of Control.
.- Synthesis of Power Control of Moving Sources with Optimization of Measurement Points Location on Heating of the Rod.
.- "Schedule" System for Universities under the Bologna Education Process.
