Explore Campus 360°
Export
Jaumin Ajdari
Faculty : Contemporary Sciences and Technologies
Position : Full Professor
Engagement type : Full time
Position : Full Professor
Engagement type : Full time
Personal data
Date of birth : 15 October 1967E-mail : j.ajdari@seeu.edu.mk
Address : Bldg. 305.05, Ilindenska nn, Tetovo
Telephone : +389 44 356 157
Fax : +389 44 356 001
Mobile : +389 70 289 329
Languages ( Self-evaluated )
Albanian
Native
Macedonian
C2 - Proficient
Croatian
C1 - Advanced
English
B2 - Upper Intermediate
Serbian
B2 - Upper Intermediate
Education
-
Feb 2007 -
Mar 2011: Doctor of Mathematical Sciences
Faculty: Faculty of Natural Sciences
University of Tirana, Faculty of Natural Sciences, Tirana
Specialty: Parallel processing
Thesis: "Study of the orthogonal wavelet transform and contribution to their implementation in a parallel environment"
-
Sep 2002 -
May 2006: Master of Science in Mathematics
Faculty: Faculty of Natural Sciences, Department of Numerical Mathematic and Parallel processing
University of Tirana, Albania, Tirana, Albania
Specialty: Parallel Processing
-
Oct 1987 -
Apr 1993: Master in Mathematics
Faculty: Faculty of Natural Science and Mathematics, Department of Applicative Mathematics
University of Zagreb, Croatia, Zagreb, Croatia
Specialty: Informatics and Statistics
-
Aug 1987 -
Apr 1993: Engineer in Applied Mathematics
Faculty: Faculty of Natural Science and Mathematics, Department of Applicative Mathematic
University of Zagreb, Croatia, Zagreb, Croatia
Specialty: Engineer in Informatics and Statistics
Publications
-
Predictive Modeling of Student Success Using Machine Learning.
In International Journal on Information Technologies & Security, pp. 37-46.
2025.
(Link)
-
A model for Albanian Fake News Detection Using Transformer-based Techniques.
Luis Print,
Durres, Albania,
2025.
(Link)
-
Cloud-Based AI Solutions for Personalized Learning: An Exploration of Algorithms, Scalability, and Challenges in Implementation.
Luis Print,
Durres, Albania,
2025.
(Link)
-
Agentic AI for Dynamic Cloud Resource Management: A Conceptual Framework for Dynamic Cloud Resource Management.
IEEE,
Opatija, Croatia,
2025.
(Link)
-
AWS and Cloud Data Center Security: Challenges and Mitigation Strategies.
IEEE,
Opatija, Croatia,
2025.
(Link)
-
Systematic Literature Review on Automatic Anomaly Detection Based on Database Logs.
Proceedings of the mipro 2025, 48th ICT and Electronic Convention (MIPRO), IEEE Conference Publications, pp. 2187-2191, ISSN 1847-3946,
Opatija, Croatia,
2025.
(Link)
-
Hybrid Deep Learning Models Based on Transformers for Fake News Detection in Albanian and English News.
2025.
(Link)
-
User Evaluation of a Machine Learning-Based Student Performance Prediction Platform.
In Organizacija - Journal of Management, Informatics and Human Resources, pp. 296-310.
2025.
(Link)
-
Metadata-Driven Cloud-Agnostic Data Integration Framework.
IEEE,
Opatija, Croatia,
2024.
(Link)
-
AI-Based Hate Speech Detection in Albanian Social Media: New Dataset and Mobile Web Application Integration.
In International Journal of Interactive Mobile Technologies (iJIM), Vol. 18 No. 24, eISSN: 1865-7923, pp. 190-208.
2024.
(Link)
-
Integrating Handcrafted Features with Machine Learning for Hate Speech Detection in Albanian Social Media.
In SEEU Review, Volume 19, Issue 2, eISSN: 1857-8462, pp. 80-92.
2024.
(Link)
-
Strukturat Diskrete
(Për Shkencat Kompjuterike).
SEEU,
Tetovo,
2024.
(Link)
-
Proposal of model for prediction of grape processing and spraying time by using IoT smart agriculture sensor data.
In International Journal on Information Technologies and Security, Web of Science, Journal Impact Factor JIF2022 = 0.9, vol. 16, no. 1. , pp. 03-14.
2024.
(Link)
-
A Prediction Model of Smart Agriculture Based on IoT Sensor Data: A Systematic Literature Review.
IEEE,
Budva, Montenegro,
2023.
(Link)
-
Comparison of Predictive Algorithms for IoT Smart Agriculture Sensor Data.
2023.
(Link)
-
Sentiment Analysis Using the Vader Model for Assessing Company Services Based on Posts on Social Media.
2023.
(Link)
-
Student Performance Prediction Using AI and ML: State of the Art.
IEEE,
Budva, Montenegro,
2023.
(Link)
-
Migrating to a microservice architecture: benefits and challenges.
IEEE,
Opatia, Croatia,
2023.
(Link)
-
Fake News Detection: A Comprehensive Survey.
IEEE,
Opatia, Croatia,
2023.
(Link)
-
Challenges of Adoption of Cloud Computing Solutions in Higher Education: Case Study Republic of Kosovo.
IEEE,
Opatia, Croatia,
2023.
(Link)
-
Spectral Analysis, Agglomerative, Mean Shift and Affinity Propagation Algorithms, Use on the Content from Social Media for Low-Resource Languages.
IEEE,
Opatia, Croatia,
2023.
(Link)
-
Implementation on a Parallel Environment of Generalized/Modified Dodgson’s Method for Rectangular Determinants Calculation.
IEEE,
Alexandria, Egypt,
2022.
(Link)
-
OPTIMIZATION OF DODGSON’S CONDENSATION METHOD
FOR RECTANGULAR DETERMINANT CALCULATIONS*.
2022.
(Link)
-
A Cloud Centric Smart City Construction with an IoT Enabled Traffic Prediction mechanism.
IEEE,
Budva, Montenegro,
2022.
(Link)
-
A comparison between online compilers: A Case Study.
IEEE,
Budva, Montenegro,
2022.
(Link)
-
Text Mining, Clustering and Sentiment analysis: A systematic Literature Review.
IEEE,
Budva, Montenegro,
2022.
(Link)
-
Time Complexity Analysis for Cullis/Radic and Dodgson’s Generalized/Modified Method for Rectangular Determinants Calculations.
2022.
(Link)
-
Building Dictionaries for Low Resource Languages: Challenges of Unsupervised Learning.
2021.
(Link)
-
Unsupervised Clustering of Comments Written in Albanian Language.
2021.
(Link)
-
Building Spell-Check Dictionary for Low-Resource Language by Comparing Word Usage.
IEEE,
Opatija, Croatia,
2021.
(Link)
-
IoT-based Solutions in Aquaculture: A Systematic Literature Review.
IEEE,
Opatija, Croatia,
2021.
(Link)
-
The Cloud Computing Adoption Factors in Various Organizations: A Systematic Literature Review.
IEEE,
Opatija, Croatia,
2021.
(Link)
-
Bazat e të dhënave, Dizajnimi, Implementimi dhe Shfrytëzimi.
SEEU,
Tetovo,
2021.
-
A Systematic Mapping Study of Language Features Identification from Large Text Collection.
IEEE (8th Mediterranean Conference on Embedded Computing (MECO)),
Budva,
2019.
(Link)
-
AMAZON’S ROLE IN THE FIELD OF CLOUD RELATIONAL AND NOSQL DATABASES: A COMPARISON BETWEEN AMAZON AURORA AND DYNAMODB.
3rd International Scientific Conference on Business and Economics,
Skopje,
2019.
(Link)
-
TRANSFORMATION FROM RELATIONAL DATABASE TO NOSQL DATABASE: MIGRATION AND INTEGRATION.
3rd International Scientific Conference on Business and Economics,
Skopje,
2019.
(Link)
-
REVIEW OF NATURAL LANGUAGE PROCESSING TASKS IN ALBANIAN LANGUAGE.
3rd International Scientific Conference on Business and Economics,
Skopje,
2019.
(Link)
-
Web personalization issues in big data and Semantic Web: challenges and
opportunities.
2019.
(Link)
-
Energy Provider Data Warehouse Design and Implementation - Case Study.
IEEE (33rd International Conference InfoTech-2019),
St. Constantine and Elena, Bulgaria,
2019.
(Link)
-
Query Optimization In Microsoft SQL Serever, Volume 10 / 2018, No. 2.
2018.
(Link)
-
Comparison between relational and NOSQL databases.
Mipro,
Opatia, Croatia,
2018.
(Link)
-
ANALYSIS AND COMPARISON OF DOCUMENT-BASED DATABASES WITH SQL RELATIONAL DATABASES: MONGODB VS MYSQL.
InfoTech-2018,
Varna, Bulgaria,
2018.
(Link)
-
EVALUATION OF MACHINE LEARNING TECHNIQUES FOR HATE SPEECH DETECTION IN MOBILE PLATFORMS.
2018.
(Link)
-
SEEU Study Programs Curricula in Linked Open
Data.
2016.
(Link)
-
Impact of table partitioning on the query execution performance .
2016.
(Link)
-
Knowledgebase Harvesting for User-Adaptive Systems Through Focused Crawling and Semantic Web.
ACM,
Palermo, Italy,
2016.
(Link)
-
SEEU Study Programs Curricula in Linked Open
Data.
Institute of Research Engineers and Doctors,
Rome,
2016.
(Link)
Work Experience
-
Sep 2012 -
Present
: Lecturer
South East European University, Faculty of Contemporary Sciences and Technologies, Tetovo, Macedonia
Type of business or sector: Education and Research
Main responsibilities: 1. Lecturer (Master) - Database Design and Analyses; Advanced Databases; Database Algorithms; Advanced Data Structure and Algorithms 2. Lecturer (Undergraduate) - Database; Software Engineering; Introduction to Parallel Processing
-
Sep 2011 -
Aug 2012: Lecturer, Coordinator
South East European University, Faculty of Contemporary Sciences and Technologies, Tetovo, Macedonia
Type of business or sector: Education and Research
Main responsibilities: 1. Coordinator of ICT – Research and Training Centre, SEEU 2. Lecturer (Master) - Database Design and Analyses; Advanced Databases; Math Approach to Grid Database; Database Algorithms; 3. Lecturer (Undergraduate) - Database