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Information and Software Technologies

29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Audrius Lopata

    1. Kaunas University of Technology, Kaunas, Lithuania

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  2. Daina Gudonienė

    1. Kaunas University of Technology, Kaunas, Lithuania

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  3. Rita Butkienė

    1. Kaunas University of Technology, Kaunas, Lithuania

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1979)

Included in the following conference series:

Conference proceedings info: ICIST 2023.

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About this book

This book constitutes the refereed proceedings of the 29th International Conference on Information and Software Technologies, ICIST 2023, held in Kaunas, Lithuania, in October 2023.

The 27 full papers included in this volume were carefully reviewed and selected from 75 submissions. These proceedings contain a diverse array of research and insights in the field of Information Technology and related areas, such as: intelligent systems and software engineering advances, intelligent methods for data analysis and computer aided software engineering, language technologies and smart e-learning applications, AI-based it solutions.




Keywords

Table of contents (27 papers)

  1. Front Matter

    Pages i-xiii
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  2. Intelligent Systems and Software Engineering Advances

    1. Front Matter

      Pages 1-1
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    2. A Deep Learning Algorithm for the Development of Meaningful Learning in the Harmonization of a Musical Melody

      • Michele Della Ventura
      Pages 3-12

    3. Investigation of the Statistical Properties of the CTR Mode of the Block Cipher Based on MPF

      • Matas Levinskas, Aleksejus Mihalkovich, Lina Dindiene, Eligijus Sakalauskas
      Pages 13-24

    4. Online PID Tuning of a 3-DoF Robotic Arm Using a Metaheuristic Optimisation Algorithm: A Comparative Analysis

      • Muhammad Hamza Zafar, Hassaan Bin Younus, Syed Kumayl Raza Moosavi, Majad Mansoor, Filippo Sanfilippo
      Pages 25-37

    5. Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm

      • Ivana Strumberger, Miodrag Zivkovic, Venkat Ram Raj Thumiki, Aleksandar Djordjevic, Jelena Gajic, Nebojsa Bacanin
      Pages 38-52

    6. Android Malware Detection Using Artificial Intelligence

      • Rebecca Kipanga Masele, Fadoua Khennou
      Pages 53-67

  3. Intelligent Methods for Data Analysis and Computer Aided Soft-ware Engineering

    1. Front Matter

      Pages 69-69
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    2. Autoencoder as Feature Extraction Technique for Financial Distress Classification

      • Dovilė Kuizinienė, Paulius Savickas, Tomas Krilavičius
      Pages 71-86

    3. Scope Assessment Methodology for Agile Projects Using Automated Requirements Gathering from Models

      • Lina Bisikirskiene, Egle Grigonyte
      Pages 87-101

    4. User Interaction and Response-Based Knowledge Discovery Framework

      • Martins Jansevskis, Kaspars Osis
      Pages 102-112

    5. Privacy Risks in German Patient Forums: A NER-Based Approach to Enrich Digital Twins

      • Sergej Schultenkämper, Frederik Simon Bäumer
      Pages 113-123

    6. Application of Machine Learning in Energy Storage: A Scientometric Research of a Decade

      • Samuel-Soma M. Ajibade, Faizah Mohammed Bashir, Yakubu Aminu Dodo, Johnry P. Dayupay, Limic M. De La Calzada II, Anthonia Oluwatosin Adediran
      Pages 124-135

    7. Access Control Approach for Controller Management Platforms

      • Tomas Adomkus, Klaidas Klimakas, Rasa Brūzgienė, Lina Narbutaitė
      Pages 136-147

    8. Leveraging Semantic Search and LLMs for Domain-Adaptive Information Retrieval

      • Falk Maoro, Benjamin Vehmeyer, Michaela Geierhos
      Pages 148-159

    9. Synergizing Reinforcement Learning for Cognitive Medical Decision-Making in Sepsis Detection

      • Lakshita Singh, Lakshay Kamra
      Pages 160-171

    10. Towards Data Integration for Hybrid Energy System Decision-Making Processes: Challenges and Architecture

      • Olha Boiko, Vira Shendryk, Reza Malekian, Anton Komin, Paul Davidsson
      Pages 172-184

    11. Modelling Normative Financial Processes with Process Mining

      • Ilona Veitaitė, Audrius Lopata, Saulius Gudas
      Pages 185-197

  4. Language Technologies and Smart e-Learning Applications

    1. Front Matter

      Pages 199-199
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    2. Sentiment Analysis of Lithuanian Youth Subcultures Zines Using Automatic Machine Translation

      • Vyautas Rudzionis, Egidija Ramanuskaite, Ausra Kairaityte-Uzupe
      Pages 201-206
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Other volumes

  1. Information and Software Technologies

Editors and Affiliations

  • Kaunas University of Technology, Kaunas, Lithuania

    Audrius Lopata, Daina Gudonienė, Rita Butkienė

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