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ORCID29th ICIST 2023: Kaunas, Lithuania
- Audrius Lopata
, Daina Gudoniene, Rita Butkiene:
Information and Software Technologies - 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12-14, 2023, Proceedings. Communications in Computer and Information Science 1979, Springer 2024, ISBN 978-3-031-48980-8
Intelligent Systems and Software Engineering Advances
- Michele Della Ventura:
A Deep Learning Algorithm for the Development of Meaningful Learning in the Harmonization of a Musical Melody. 3-12 - Matas Levinskas, Aleksejus Mihalkovich, Lina Dindiene, Eligijus Sakalauskas:
Investigation of the Statistical Properties of the CTR Mode of the Block Cipher Based on MPF. 13-24 - Muhammad Hamza Zafar, Hassaan Bin Younis, Syed Kumayl Raza Moosavi, Majad Mansoor, Filippo Sanfilippo:
Online PID Tuning of a 3-DoF Robotic Arm Using a Metaheuristic Optimisation Algorithm: A Comparative Analysis. 25-37 - Ivana Strumberger, Miodrag Zivkovic, Venkat Ram Raj Thumiki, Aleksandar Djordjevic, Jelena Gajic, Nebojsa Bacanin:
Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm. 38-52 - Rebecca Kipanga Masele, Fadoua Khennou:
Android Malware Detection Using Artificial Intelligence. 53-67
Intelligent Methods for Data Analysis and Computer Aided Soft-ware Engineering
- Dovile Kuiziniene, Paulius Savickas, Tomas Krilavicius:
Autoencoder as Feature Extraction Technique for Financial Distress Classification. 71-86 - Lina Bisikirskiene, Egle Grigonyte:
Scope Assessment Methodology for Agile Projects Using Automated Requirements Gathering from Models. 87-101 - Martins Jansevskis, Kaspars Osis:
User Interaction and Response-Based Knowledge Discovery Framework. 102-112 - Sergej Schultenkämper, Frederik Simon Bäumer:
Privacy Risks in German Patient Forums: A NER-Based Approach to Enrich Digital Twins. 113-123 - Samuel-Soma M. Ajibade, Faizah Mohammed Bashir, Yakubu Aminu Dodo, Johnry P. Dayupay, Limic M. De La Calzada, Anthonia Oluwatosin Adediran:
Application of Machine Learning in Energy Storage: A Scientometric Research of a Decade. 124-135 - Tomas Adomkus, Klaidas Klimakas, Rasa Bruzgiene, Lina Narbutaite:
Access Control Approach for Controller Management Platforms. 136-147 - Falk Maoro, Benjamin Vehmeyer, Michaela Geierhos:
Leveraging Semantic Search and LLMs for Domain-Adaptive Information Retrieval. 148-159 - Lakshita Singh, Lakshay Kamra:
Synergizing Reinforcement Learning for Cognitive Medical Decision-Making in Sepsis Detection. 160-171 - Olha Boiko, Vira Shendryk, Reza Malekian, Anton Komin, Paul Davidsson:
Towards Data Integration for Hybrid Energy System Decision-Making Processes: Challenges and Architecture. 172-184 - Ilona Veitaite, Audrius Lopata, Saulius Gudas:
Modelling Normative Financial Processes with Process Mining. 185-197
Language Technologies and Smart e-Learning Applications
- Vyautas Rudzionis, Egidija Ramanuskaite, Ausra Kairaityte-Uzupe:
Sentiment Analysis of Lithuanian Youth Subcultures Zines Using Automatic Machine Translation. 201-206 - Sirje Virkus, Henrique São Mamede, Vítor Jorge Ramos Rocio, Jochen Dickel, Olga Zubikova, Rita Butkiene, Evaldas Vaiciukynas, Lina Ceponiene, Daina Gudoniene:
Chatbots Scenarios for Education. 207-221 - Edgaras Dambrauskas, Daina Gudoniene, Alicia García-Holgado, Francisco José García-Peñalvo, Elisavet Kiourti, Peter Frühmann, Maria Kyriakidou:
Understanding User Perspectives on an Educational Game for Civic and Social Inclusion. 222-234 - David Peral García, Juan Cruz-Benito, Francisco José García-Peñalvo:
Using Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure. 235-243
AI-Based IT Solutions
- Rafal Macionczyk, Michal Moryc, Patryk Buchtyar:
Analyzing the Impact of Principal Component Analysis on k-Nearest Neighbors and Naive Bayes Classification Algorithms. 247-263 - Wiktoria Koman, Kuba Malecki:
Comparison of kNN Classifier and Simple Neural Network in Handwritten Digit Recognition Using MNIST Database. 264-273 - Bartosz Lewandowicz, Konrad Kisiala:
Comparison of Support Vector Machine, Naive Bayes, and K-Nearest Neighbors Algorithms for Classifying Heart Disease. 274-285 - Emilia Pawela, Wojciech Olech:
Iterative Method of Adjusting Parameters in kNN via Minkowski Metric. 286-296 - Julia Jedrzejczyk, Bartlomiej Maliniecki, Anna Woznicka:
Predicting Diabetes Risk in Correlation with Cigarette Smoking. 297-308 - Tomasz Bury, Aleksandra Kacprzak, Piotr Zerdzinski:
Soft Inference as a Voting Mechanism in k-Nearest Neighbors Clustering Algorithm. 309-318 - Andrzej Sikora, Adam Zielonka, Martyna Kobielnik:
The BLDC Motor Efficiency Improvement by Electronical Correction of the Power States Indications. 319-328 - Antoni Jaszcz:
The Impact of Entropy Weighting Technique on MCDM-Based Rankings on Patients Using Ambiguous medical Data. 329-340
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