Dr. Ahmad Ilham

All Stories

1. Article

   FRSTU-Forest: A fixed random-state undersampling framework for reliable decision support in imbalanced classification
   Dr. Ahmad Ilham
2. Article

   Resource Efficient Semantic Retrieval Pipeline via Generative Captioning and Text-to-Text Transformers for Bridging the Modality Gap
   Dr. Ahmad Ilham
3. Article

   Fetal Health Risk Classification using Important Feature Selection and CART Model on Cardiotocography Data
   Dr. Ahmad Ilham
4. Article

   Optimizing ANN-Based Lyapunov Stability for Facial Expression Recognition as A Base Monitoring Neurological Disorders
   Dr. Ahmad IlhamProfessor H Hadiyanto
5. Article

   k-Means Cluster-based Random Undersampling and Meta-Learning Approach for Village Development Status Classification
   Dr. Ahmad Ilham
6. Article

   A review of face expression recognition system recommendation for psychiatric disease
   Dr. Ahmad Ilham
7. Article

   Hybrid genetic feature selection and support vector machine for prediction LQ45 index in Indonesia stock exchange
   Dr. Ahmad Ilham
8. Article

   Implementation of Particle Swarm Optimization (PSO) to Improve Neural Network Performance in Univariate Time Series Prediction
   Dr. Ahmad Ilham
9. Article

   Impact of Class Imbalance on Convolutional Neural Network Training in Multi-class Problems
   Dr. Ahmad Ilham
10. Article

    Optimization Fuzzy Inference System based Particle Swarm Optimization for Onset Prediction of the Rainy Season
    Dr. Ahmad Ilham
11. Article

    New Method Based Pre-Processing to Tackle Missing and High Dimensional Data of CRISP-DM Approach
    Dr. Ahmad Ilham
12. Article

    U-control Chart Based Differential Evolution Clustering for Determining the Number of Cluster in k -Means
    Dr. Ahmad Ilham
13. Article

    Estimation of milkfish physical weighting as fishery industry support system using image processing technology
    Dr. Ahmad Ilham
14. Article

    Long-term deposits prediction: a comparative framework of classification model for predict the success of bank telemarketing
    Dr. Ahmad Ilham
15. Article

    Penggabungan Metode U-Control Chart dan Metode Automatic Clustering Differential Evolution untuk Penentuan Jumlah Klaster pada Metode K-Means
    Dr. Ahmad Ilham
16. Article

    Tackling Initial Centroid of K-Means with Distance Part (DP-KMeans)
    Dr. Ahmad Ilham
17. Article

    Market Basket Analysis Using Apriori and FP-Growth for Analysis Consumer Expenditure Patterns at Berkah Mart in Pekanbaru Riau
    Dr. Ahmad Ilham
18. Article

    A systematic literature review on attribute independent assumption of Naive Bayes: research trend, datasets, methods and frameworks
    Dr. Ahmad Ilham
19. Article

    Tackling Initial Centroid of K-Means with Distance Part (DP-KMeans)
    Dr. Ahmad Ilham
20. Article

    Komparasi Algoritma Klasifikasi dengan Pendekatan Level Data untuk Menangani Data Kelas Tidak Seimbang
    Dr. Ahmad Ilham