Signature Pattern Recognition using Kohonen Network. - Nadia Roosmalita Sari; Moh. Zoqi Sarwani; Yudha Alif Aulia; Wayan Firdaus Mahmudy (Knowl. Eng. Data Sci., 2018)

Optimisation of Rice Fertiliser Composition using Genetic Algorithms. - Retno Dewi Anissa; Wayan Firdaus Mahmudy; Agus Wahyu Widodo (Knowl. Eng. Data Sci., 2019)

High Dimensional Data Clustering using Self-Organized Map. - Ruth Ema Febrita; Wayan Firdaus Mahmudy; Aji Prasetya Wibawa (Knowl. Eng. Data Sci., 2019)

Improving Performance for Prediction of Hepatocellular Carcinoma Using Stacking Method of Support Vector Machine. - Lailil Muflikhah; Agus Wahyu Widodo; Wayan Firdaus Mahmudy; Solimun (IICST, 2020)

Relay nodes placement for optimal coverage, connectivity, and communication of wireless sensor networks: a PSO-based multi-objective optimization research idea. - Kasyful Amron; Wuryansari Muharini Kusumawinahyu; Syaiful Anam; Wayan Firdaus Mahmudy (SIET, 2020)

Improve performance of extreme learning machine in classification of patchouli varieties with imbalanced class. - Candra Dewi; Wayan Firdaus Mahmudy; Rio Arifando; Yoke Kusuma Arbawa; Beryl Labique Ahmadie (SIET, 2020)

Detection of online review spam: a literature review. - Raga S. H. Istanto; Wayan Firdaus Mahmudy; Fitra Abdurrachman Bachtiar (SIET, 2020)

An efficient adaptive neuro fuzzy inference system for product demand forecasting. - Agus Wahyu Widodo; Gusti Eka Yuliastuti; Agung Mustika Rizki; Wayan Firdaus Mahmudy (SIET, 2020)

Efficient Scheduling of Plantation Company Workers using Genetic Algorithm. - Wayan Firdaus Mahmudy; Andreas Pardede; Agus Wahyu Widodo; Muh. Arif Rahman (Knowl. Eng. Data Sci., 2020)

Earthquake Magnitude and Grid-Based Location Prediction using Backpropagation Neural Network. - Bagus Priambodo; Wayan Firdaus Mahmudy; Muh. Arif Rahman (Knowl. Eng. Data Sci., 2020)

Review of Non-Destructive Banana Ripeness Identification using Imagery Data. - Candra Dewi; Wayan Firdaus Mahmudy; Endang Arisoesilaningsih; Solimun (SIET, 2021)

Detection of Coronary Heart Disease Using Modified K-NN Method with Recursive Feature Elimination. - William Hutamaputra; Marrisaeka Mawarni; Rifky Yunus Krisnabayu; Wayan Firdaus Mahmudy (SIET, 2021)

Genetic Algorithmised Neuro Fuzzy System for Forecasting the Online Journal Visitors. - Wayan Firdaus Mahmudy; Aji Prasetya Wibawa; Nadia Roosmalita Sari; Haviluddin; Purnawansyah (Int. J. Comput., 2021)

Detection of Disease and Pest of Kenaf Plant Based on Image Recognition with VGGNet19. - Diny Melsye Nurul Fajri; Wayan Firdaus Mahmudy; Titiek Yulianti (Knowl. Eng. Data Sci., 2021)

Optimization of Healthcare Problem using Swarm Intelligence: A Review. - Agus Wahyu Widodo; Diva Kurnianingtyas; Wayan Firdaus Mahmudy (IEEM, 2022)

Multi-Tier Topology Design of Wireless Sensor Networks using Multi-Objective Particle Swarm Optimization. - Kasyful Amron; Wuryansari Muharini Kusumawinahyu; Syaiful Anam; Wayan Firdaus Mahmudy (SIET, 2022)

Automatic Selection Kernel with Ensemble Concept in Support Vector Machine (SVM) for Classification of soybean plant disease. - Fendy Yulianto; Erfan Nur Kholis Efendi; Wayan Firdaus Mahmudy (SIET, 2022)

Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction. - Rizki Ramadhan Fitra; Novanto Yudistira; Wayan Firdaus Mahmudy (CoRR, 2022)

Hybrid Artificial Bee Colony and Improved Simulated Annealing for the Capacitated Vehicle Routing Problem. - Farhanna Mar'i; Hafidz Ubaidillah; Wayan Firdaus Mahmudy; Ahmad Afif Supianto (Knowl. Eng. Data Sci., 2022)

Fish Image Classification Using Adaptive Learning Rate In Transfer Learning Method. - Rizka Suhana; Wayan Firdaus Mahmudy; Agung Setia Budi (Knowl. Eng. Data Sci., 2022)

An Enhanced Backpropagation Neural Network for Fire Alarm Detection. - M. Fadli Ridhani; Wayan Firdaus Mahmudy (SIET, 2023)

Exploring Machine Learning Techniques for Male Infertility Prediction: A Review. - Shofiyah; Wayan Firdaus Mahmudy (SIET, 2023)

Application of Data Augmentation on SSD Mobilenet for Detection of Kenaf Plant Disease and Pest. - Agus Wahyu Widodo; Alfita Rakhmandasari; Wayan Firdaus Mahmudy; Muh. Arif Rahman; Diva Kurnianingtyas (SIET, 2023)

Classification of Ornament or Pepatran in Balinese Traditional Architecture Pattern Using Learning Vector Quantization Algorithm. - I Gusti Agung Gede Arya Kadyanan; Nyoman Gunantara; Ida Bagus Gede Manuaba; Komang Oka Saputra; Wayan Firdaus Mahmudy (ICCAI, 2024)

State-of-Health Prediction of Lithium-Ion Batteries Using Exponential Smoothing Transformer With Seasonal and Growth Embedding. - Muhammad Rifqi Fauzi; Novanto Yudistira; Wayan Firdaus Mahmudy (IEEE Access, 2024)

Tabular Data Classification and Regression: XGBoost or Deep Learning With Retrieval-Augmented Generation. - Jonindo Pasaribu; Novanto Yudistira; Wayan Firdaus Mahmudy (IEEE Access, 2024)

New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture. - Ach Jazidie; Wayan Firdaus Mahmudy (CoRR, 2024)