Jamolbek Mattiev

12 works

Urgench State University

1. Distance based clustering of class association rules to build a compact, accurate and descriptive classifier

   Jamolbek Mattiev, Branko Kavšek

   ArticleData Mining Algorithms and ApplicationsComputer Science and Information Systems20204 citations

   ABIABI:AkademIndex/openalex/2026.other.416363

2. Coverage-Based Classification Using Association Rule Mining

   Jamolbek Mattiev, Branko Kavšek

   ArticleData Mining Algorithms and ApplicationsApplied Sciences20203 citations

   ABIABI:AkademIndex/openalex/2020.article.000232

3. Word Game Modeling Using Character-Level N-Gram and Statistics

   Jamolbek Mattiev, Ulugbek Salaev, Branko Kavšek

   ArticleNatural Language Processing TechniquesMathematics20233 citations

   ABIABI:AkademIndex/openalex/2023.article.000942

4. CMAC: Clustering Class Association Rules to Form a Compact and Meaningful Associative Classifier

   Jamolbek Mattiev, Branko Kavšek

   ChapterData Mining Algorithms and ApplicationsLecture notes in computer science20203 citations

   ABIABI:AkademIndex/openalex/2026.other.468606

5. Assessment of Model Accuracy in Eyes Open and Closed EEG Data: Effect of Data Pre-Processing and Validation Methods

   Jamolbek Mattiev, Jakob Sajovic, Gorazd Drevenšek +1

   ArticleEEG and Brain-Computer InterfacesBioengineering20221 citations

   ABIABI:AkademIndex/openalex/2022.article.000622

6. ACMKC: A Compact Associative Classification Model Using K-Modes Clustering with Rule Representations by Coverage

   Jamolbek Mattiev, Monte Davityan, Branko Kavšek

   ArticleData Mining Algorithms and ApplicationsMathematics20231 citations

   ABIABI:AkademIndex/openalex/2023.article.001595

7. ACHC: Associative Classifier Based on Hierarchical Clustering

   Jamolbek Mattiev, Branko Kavšek

   ChapterData Mining Algorithms and ApplicationsLecture notes in computer science20210 citations

   ABIABI:AkademIndex/openalex/2021.chapter.000095

8. The Effect of “Directness” of the Distance Metric to Produce Compact and Accurate Associative Classification Models

   Jamolbek Mattiev, Christopher Meza, Branko Kavšek

   ArticleData Mining Algorithms and ApplicationsApplied Sciences20220 citations

   ABIABI:AkademIndex/openalex/2022.article.002421

9. The Importance of Data Preprocessing and Model Validation Methods for Assessment of Model Accuracy in EC and EO EEG Data

   Jamolbek Mattiev, Jakob Sajovic, Gorazd Drevenšek +1

   ArticleFault Detection and Control SystemsSSRN Electronic Journal20220 citations

   ABIABI:AkademIndex/openalex/2022.article.007860

10. Importance of Data Preprocessing for Accurate and Effective Prediction of Breast Cancer: Evaluation of Model Performance in Novel Data

    Vekani Baloyi, Jamolbek Mattiev, Sello Mokwena

    ArticleAI in cancer detectionBig Data and Cognitive Computing20250 citations

    ABIABI:AkademIndex/openalex/2025.article.002448

11. DotA 2 Match Outcome Prediction System Using Decision Tree Ensemble Algorithms

    Sukhrob Yangibaev, Jamolbek Mattiev, Sello Mokwena

    ArticleArtificial Intelligence in GamesBig Data and Cognitive Computing20250 citations

    ABIABI:AkademIndex/openalex/2025.article.002570

12. Advanced Word Game Design Based on Statistics: A Cross-Linguistic Study with Extended Experiments

    Jamolbek Mattiev, Ulugbek Salaev, Branko Kavšek

    ArticleNatural Language Processing TechniquesBig Data and Cognitive Computing20250 citations

    ABIABI:AkademIndex/openalex/2025.article.004737