| Vol-2872 urn:nbn:de:0074-2872-0 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# RTA-CSIT 2021
Recent Trends and Applications in Computer Science and Information Technology

### Proceedings of the 4th International Conference on Recent Trends and Applications in Computer Science and Information Technology

### Tirana, Albania, May 21st to 22nd, 2021.

Edited by

### Endrit Xhina, University of Tirana, Albania
Klesti Hoxha, University of Tirana, Albania

## Table of Contents

- Preface
  Summary: There were 50 papers submitted for peer-review to this workshop. Out of these, 29 papers were accepted for this volume, 19 as regular papers and 10 as short papers.

### Session 1: Full Research Papers

- A State-of-the-art Survey of Advanced Optimization Methods in Machine Learning 1-10
  Muhamet Kastrati, Marenglen Biba
- A comparison of exploration strategies used in reinforcement learning for building an intelligent tutoring system 11-17
  Jezuina Koroveshi, Ana Ktona
- APHRO Ontology for managing patient health records 18-23
  Suela Maxhelaku, Jonida Shehu, Endri Xhina
- Adaptive Learning and Testing in Moodle 24-28
  Alda Kika, Loreta Leka, Emiranda Loka
- Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods 29-35
  Mucahid Barstugan, Umut Ozkaya, Saban Ozturk
- Deep Learning for Law Enforcement: A Survey About Three Application Domains 36-45
  Paolo Contardo, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni
- E-Learning and Covid-19 - the Nigerian Experience: Challenges of Teaching Technical Courses in Tertiary Institutions 46-51
  Ijeoma Ugochukwu-Ibe, Ebuka Ibeke
- Factors influencing the frequency of use of e-banking services in Albania 52-60
  Enkela Ismaili, Alma Braimllari Spaho
- In-Memory Database Testing Performance Measurements in Azure 61-66
  Ledia Bozo, Olta Dedej
- Inference speed comparison using convolutions in neural networks on various SoC hardware platforms using MicroPython 67-73
  Kristian Dokic, Hrvoje Mikolcevic, Bojan Radisic
- Italian Sign Language Alphabet Recognition from Surface EMG and IMU Sensors with a Deep Neural Network 74-83
  Paolo Sernani, Iacopo Pacifici, Nicola Falcionelli, Selene Tomassini, Aldo Franco Dragoni
- Network Quality, Price Perception and Customer Satisfaction: Case of Internet Service Providers in Albania 84-93
  Sauda Nerjaku, Alma Braimllari Spaho
- Prediction and Detection of Diabetes using Machine Learning 94-102
  Olta Llaha, Amarildo Rista
- Process Variance Analysis and Configuration in the Public Administration Sector 103-112
  Flavio Corradini, Caterina Luciani, Andrea Morichetta, Andrea Polini
- Protein Signaling Pathway: Network Centrality Analysis 113-121
  Inva Kociaj, Eliana Ibrahimi, Dode Prenga
- Risk Estimator using a Multi-Layer Perceptron Network for Coronary Artery Disease Prevention 122-128
  Didi Liliana Popa, Mihai Mocanu, Teodoru Radu Popa
- Separation of Defected Products from Production Line with a Robotic Arm via Image Processing Methods 129-135
  Ismail Yıldız, Abdullah Kaya, Mehmet Ali Gedik, Mucahid Barstugan
- Sleep Apnea Detection in Fog Based Ambient Assisted Living System 136-145
  Ace Dimitrievski, Natasa Koceska, Eftim Zdravevski, Petre Lameski, Betim Cico, Saso Koceski, Vladimir Trajkovik
- The Integration of Albanian Seaports Towards Smart Ports 146-157
  Amarildo Rista, Olta Llaha

### Session 2: Short Research Papers

- A review of web crawling approaches 158-163
  Elda Xhumari, Izaura Xhumari
- Applications of Reinforcement learning for Medical Decision Making 164-168
  Neel Gandhi, Shakti Mishra
- Big Data and IoT in smart homes 169-174
  Patricia Mezani, Nirida Pashaj, Romina Agaci
- Effects of Using Innovative Technology Heat Not Burn on indoor air quality 175-180
  Etleva Muca
- From Cloud Computing to Fog Computing and IoT Development 181-187
  Eljona Proko, Dezdemona Gjylapi, Alketa Hyso
- GDPR and Personal Data Protection in non- EU countries: Albanian Case of Data Protection Legislation 188-192
  Gliqiri Riza
- Identifying and blocking the backdoors in Linux 193-197
  Enkli Ylli, Julian Fejzaj, Igli Tafa
- Man in the Middle: Attack and Protection 198-204
  Enkli Ylli, Julian Fejzaj
- Marketing Information System in the Development of Construction Facilities 205-210
  Kresimir Lackovic, Berislav Andrlic, Rodrigo Franco Goncalves
- The Use of IoT for Future Smart Sustainable Cities: Its perspectives and Challenges 211-214
  Albina Tocilla

We offer a BibTeX file for citing papers of this workshop from LaTeX.

2021-05-20: submitted by Klesti Hoxha, metadata incl. bibliographic data published under Creative Commons CC0
2021-06-01: published on CEUR-WS.org |valid HTML5|