RTA-CSIT 2025

Recent Trends and Applications in Computer Science and Information Technology 2025

Table of Contents

• Preface
  Summary: There were 38 papers submitted for peer-review to this conference. Out of these, 21 papers were accepted for this volume, 15 as regular papers and 6 as short papers.

Session 1: Full Research Papers

• A Literature Review on Real-Time Image Classification for Dragonfly Species Using TensorFlow.js and Biodiversity Monitoring 1-9
  Orion Liçi, Inva Bilo, Karafil Kareçi, Ana Ktona
• AI-Driven Defense-in-Depth: A Systematic Review of SOC Maturity Models and DDoS Mitigation 10-17
  George Antoniou
• AI-Driven Real-Time Distress Detection Through Speech Recognition for Emergency Response Systems 18-25
  Malvina Halilaj, Elektra Myrto, Aldo Franco Dragoni
• Adaptive Reliability-Based Fuzzy Clustering with Modified Objective Function 26-34
  Erind Bedalli, Shkelqim Hajrulla
• Breaking Barriers with Multilingual AI in Translation Classrooms 35-45
  Elnura Usupova
• Content-Page View Relationship 46-57
  Mayank Gupta, Shivesh Gupta
• Cryptographic Defense Against Quantum Computer Attacks: A Scoping Review 58-67
  Vullnet Gërvalla, Eliot Bytyçi
• Elevating Semantic Exploration: A Novel Approach Utilizing Distributed Repositories 68-78
  Valerio Bellandi
• Exploring Research Collaboration through Network Analysis 79-88
  Alma Braimllari
• Fuzzy Density-Based Clustering in Dense Datasets: A Modified DBSCAN Algorithm 89-98
  Erind Bedalli, Rexhep Rada, Luan Sinanaj
• GNN for asynchronous Spatio-Temporal Data Classification 99-106
  Matthis Leicht, Nadia Burkart, Rashmi Ambale Gopalakrishna, Felix Bächle
• Invoice and Receipt Optical Character Recognition: Review on Current Methods and Future Trends 107-116
  Albana Rexhepi, Erijon Hasi, Art Haxholli, Eliot Bytyçi
• Measurement System Analysis of IoT Devices for Illuminance Monitoring 117-126
  Laimonas Kairiukstis, Ilma Lili, Anxhela Kosta, Ejona Peqini, Jonalda Gjoka, Kamile Kairiukstyte
• Optimization of the Book Scanning Problem via Iterated Local Search and Genetic Algorithms 127-135
  Driton Alija, Meriton Kryeziu, Endrit Hoda, Lirim Islami, Lorik Mustafa, Yll Berisha, Kadri Sylejmani, Arben Ahmeti, Labeat Arbneshi
• Simplify the Creation of Remote Controls and Monitoring Interfaces for Microcontrollers and Automation Systems Using IoT Cloud Services 136-144
  Filippos Kladouchas, Nikitas Karanikolas

Session 2: Short Research Papers

• Classification of Albanian Social Media Posts into Toskë and Gegë Dialects 145-151
  Trime Ismajli, Jetmir Gjoni, Enda Alidema, Eliot Bytyçi
• Exploiting Human Vulnerabilities: A Practical Analysis of Social Engineering Attacks and Countermeasures 152-159
  Ardi Benusi, Geri Selgjekaj
• Indoor Navigation: A Comparative Study of Traditional and Machine Learning Algorithms 160-167
  Erisa Bekteshi, Claudio Pascarelli
• Review of AI Applications in Oncology: Current Tools, Challenges, and Opportunities for Clinical Decision Support 168-174
  Elda Xhumari, Enrik Dollaj
• Simulating Car-Sharing Demand: A Data-Driven Approach Using Probability Distributions 175-179
  Shkelqim Hajrulla, Ejsi Veshaj, Leonard Bezati, Robert Kosova
• Structured Text Extraction from ID Documents 180-185
  Olti Qirici