Wayan Firdaus Mahmudy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Swarm Optimization

Backpropagation Neural Network

Artificial Bee Colony

Top Venues

Knowl. Eng. Data Sci.

Publications

Muhammad Rifqi Fauzi, Novanto Yudistira, Wayan Firdaus Mahmudy
State-of-Health Prediction of Lithium-Ion Batteries Using Exponential Smoothing Transformer With Seasonal and Growth Embedding. IEEE Access 12 (2024)
M. Fadli Ridhani, Wayan Firdaus Mahmudy
An Enhanced Backpropagation Neural Network for Fire Alarm Detection. SIET (2023)
Agus Wahyu Widodo, Alfita Rakhmandasari, Wayan Firdaus Mahmudy, Muh. Arif Rahman, Diva Kurnianingtyas
Application of Data Augmentation on SSD Mobilenet for Detection of Kenaf Plant Disease and Pest. SIET (2023)
Shofiyah Shofiyah, Wayan Firdaus Mahmudy
Exploring Machine Learning Techniques for Male Infertility Prediction: A Review. SIET (2023)
Farhanna Mar'i, Hafidz Ubaidillah, Wayan Firdaus Mahmudy, Ahmad Afif Supianto
Hybrid Artificial Bee Colony and Improved Simulated Annealing for the Capacitated Vehicle Routing Problem. Knowl. Eng. Data Sci. 5 (2) (2022)
Rizki Ramadhan Fitra, Novanto Yudistira, Wayan Firdaus Mahmudy
Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction. CoRR (2022)
Fendy Yulianto, Erfan Nur Kholis Efendi, Wayan Firdaus Mahmudy
Automatic Selection Kernel with Ensemble Concept in Support Vector Machine (SVM) for Classification of soybean plant disease. SIET (2022)
Agus Wahyu Widodo, Diva Kurnianingtyas, Wayan Firdaus Mahmudy
Optimization of Healthcare Problem using Swarm Intelligence: A Review. IEEM (2022)
Rizka Suhana, Wayan Firdaus Mahmudy, Agung Setia Budi
Fish Image Classification Using Adaptive Learning Rate In Transfer Learning Method. Knowl. Eng. Data Sci. 5 (1) (2022)
Kasyful Amron, Wuryansari Muharini Kusumawinahyu, Syaiful Anam, Wayan Firdaus Mahmudy
Multi-Tier Topology Design of Wireless Sensor Networks using Multi-Objective Particle Swarm Optimization. SIET (2022)
Diny Melsye Nurul Fajri, Wayan Firdaus Mahmudy, Titiek Yulianti
Detection of Disease and Pest of Kenaf Plant Based on Image Recognition with VGGNet19. Knowl. Eng. Data Sci. 4 (1) (2021)
Wayan Firdaus Mahmudy, Aji Prasetya Wibawa, Nadia Roosmalita Sari, Haviluddin, Purnawansyah
Genetic Algorithmised Neuro Fuzzy System for Forecasting the Online Journal Visitors. Int. J. Comput. 20 (2) (2021)
William Hutamaputra, Marrisaeka Mawarni, Rifky Yunus Krisnabayu, Wayan Firdaus Mahmudy
Detection of Coronary Heart Disease Using Modified K-NN Method with Recursive Feature Elimination. SIET (2021)
Candra Dewi, Wayan Firdaus Mahmudy, Endang Arisoesilaningsih, Solimun
Review of Non-Destructive Banana Ripeness Identification using Imagery Data. SIET (2021)
Agus Wahyu Widodo, Gusti Eka Yuliastuti, Agung Mustika Rizki, Wayan Firdaus Mahmudy
An efficient adaptive neuro fuzzy inference system for product demand forecasting. SIET (2020)
Bagus Priambodo, Wayan Firdaus Mahmudy, Muh. Arif Rahman
Earthquake Magnitude and Grid-Based Location Prediction using Backpropagation Neural Network. Knowl. Eng. Data Sci. 3 (1) (2020)
Candra Dewi, Wayan Firdaus Mahmudy, Rio Arifando, Yoke Kusuma Arbawa, Beryl Labique Ahmadie
Improve performance of extreme learning machine in classification of patchouli varieties with imbalanced class. SIET (2020)
Kasyful Amron, Wuryansari M. Kusumawinahyu, Syaiful Anam, Wayan Firdaus Mahmudy
Relay nodes placement for optimal coverage, connectivity, and communication of wireless sensor networks: a PSO-based multi-objective optimization research idea. SIET (2020)
Wayan Firdaus Mahmudy, Andreas Pardede, Agus Wahyu Widodo, Muh. Arif Rahman
Efficient Scheduling of Plantation Company Workers using Genetic Algorithm. Knowl. Eng. Data Sci. 3 (2) (2020)
Lailil Muflikhah, Agus Wahyu Widodo, Wayan Firdaus Mahmudy, Solimun
Improving Performance for Prediction of Hepatocellular Carcinoma Using Stacking Method of Support Vector Machine. IICST (2020)
Raga S. H. Istanto, Wayan Firdaus Mahmudy, Fitra Abdurrachman Bachtiar
Detection of online review spam: a literature review. SIET (2020)
Retno Dewi Anissa, Wayan Firdaus Mahmudy, Agus Wahyu Widodo
Optimisation of Rice Fertiliser Composition using Genetic Algorithms. Knowl. Eng. Data Sci. 2 (2) (2019)
Ruth Ema Febrita, Wayan Firdaus Mahmudy, Aji Prasetya Wibawa
High Dimensional Data Clustering using Self-Organized Map. Knowl. Eng. Data Sci. 2 (1) (2019)
Nadia Roosmalita Sari, Moh. Zoqi Sarwani, Yudha Alif Aulia, Wayan Firdaus Mahmudy
Signature Pattern Recognition using Kohonen Network. Knowl. Eng. Data Sci. 1 (2) (2018)