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ORCIDWayan Firdaus Mahmudy
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2020 – today
- 2024
[j11]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: 14659-14670 (2024)- [j10]Jonindo Pasaribu, Novanto Yudistira, Wayan Firdaus Mahmudy:
Tabular Data Classification and Regression: XGBoost or Deep Learning With Retrieval-Augmented Generation. IEEE Access 12: 191719-191732 (2024) - [c14]I Gusti Agung Gede Arya Kadyanan, Nyoman Gunantara, Ida Bagus Gede Manuaba, Komang Oka Saputra, Wayan Firdaus Mahmudy:
Classification of Ornament or Pepatran in Balinese Traditional Architecture Pattern Using Learning Vector Quantization Algorithm. ICCAI 2024: 90-96 - [i2]Ach Jazidie, Wayan Firdaus Mahmudy:
New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture. CoRR abs/2410.17735 (2024) - 2023
- [c13]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: 45-50 - [c12]M. Fadli Ridhani, Wayan Firdaus Mahmudy:
An Enhanced Backpropagation Neural Network for Fire Alarm Detection. SIET 2023: 157-166 - [c11]Shofiyah, Wayan Firdaus Mahmudy:
Exploring Machine Learning Techniques for Male Infertility Prediction: A Review. SIET 2023: 235-240 - 2022
- [j9]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): 67-77 (2022) - [j8]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): 109-121 (2022) - [c10]Agus Wahyu Widodo, Diva Kurnianingtyas, Wayan Firdaus Mahmudy:
Optimization of Healthcare Problem using Swarm Intelligence: A Review. IEEM 2022: 747-751 - [c9]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: 103-110 - [c8]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: 148-157 - [i1]Rizki Ramadhan Fitra, Novanto Yudistira, Wayan Firdaus Mahmudy:
Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction. CoRR abs/2207.06356 (2022) - 2021
- [j7]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): 181-189 (2021) - [j6]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): 55-68 (2021) - [c7]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: 146-150 - [c6]Candra Dewi, Wayan Firdaus Mahmudy, Endang Arisoesilaningsih, Solimun:
Review of Non-Destructive Banana Ripeness Identification using Imagery Data. SIET 2021: 348-354 - 2020
- [j5]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): 28-39 (2020) - [j4]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): 60-66 (2020) - [c5]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: 41-50 - [c4]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: 16-22 - [c3]Raga S. H. Istanto, Wayan Firdaus Mahmudy, Fitra Abdurrachman Bachtiar:
Detection of online review spam: a literature review. SIET 2020: 57-63 - [c2]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: 90-94 - [c1]Kasyful Amron, Wuryansari Muharini 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: 177-182 - [e1]Uwe Serdült, Anton Loshchilov, Wayan Firdaus Mahmudy, Heru Nurwasito:
Proceedings of the 5th International Workshop on Innovations in Information and Communication Science and Technology, Malang, Indonesia, March 9, 2020 (canceled by authorities due to SARS-CoV-2). CEUR Workshop Proceedings 2627, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [j3]Ruth Ema Febrita, Wayan Firdaus Mahmudy, Aji Prasetya Wibawa:
High Dimensional Data Clustering using Self-Organized Map. Knowl. Eng. Data Sci. 2(1): 31-40 (2019) - [j2]Retno Dewi Anissa, Wayan Firdaus Mahmudy, Agus Wahyu Widodo:
Optimisation of Rice Fertiliser Composition using Genetic Algorithms. Knowl. Eng. Data Sci. 2(2): 72-81 (2019) - 2018
- [j1]Nadia Roosmalita Sari, Moh. Zoqi Sarwani, Yudha Alif Aulia, Wayan Firdaus Mahmudy:
Signature Pattern Recognition using Kohonen Network. Knowl. Eng. Data Sci. 1(2): 39-45 (2018)
Coauthor Index
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