All Stories

  1. The Evolution of Artificial Intelligence in Ocular Toxoplasmosis Detection: A Scoping Review on Diagnostic Models, Data Challenges, and Future Directions

    Article • Infectious Disease Reports, December 2025, MDPI AG

    Wayan Mahmudy

  2. Classification of Ornament or Pepatran in Balinese Traditional Architecture Pattern Using Learning Vector Quantization Algorithm

    Article • April 2024, ACM (Association for Computing Machinery)

    Wayan Mahmudy, I GUSTI AGUNG GEDE ARYA KADYANAN

  3. Challenges and Opportunities for Applying Meta-Heuristic Methods in Vehicle Routing Problems: A Review

    Article • February 2024, MDPI AG

    Wayan Mahmudy

  4. Fault-tolerant and minimum communication cost wireless sensor networks using modified genetic algorithm

    Article • January 2024, American Institute of Physics

    Kasyful Amron, Wayan Mahmudy

  5. An Enhanced Backpropagation Neural Network for Fire Alarm Detection

    Article • October 2023, ACM (Association for Computing Machinery)

    Wayan Mahmudy, M Fadli Ridhani

  6. Exploring Machine Learning Techniques for Male Infertility Prediction: A Review

    Article • October 2023, ACM (Association for Computing Machinery)

    Wayan Mahmudy

  7. Application of Data Augmentation on SSD Mobilenet for Detection of Kenaf Plant Disease and Pest

    Article • October 2023, ACM (Association for Computing Machinery)

    Wayan Mahmudy

  8. Multi-Tier Topology Design of Wireless Sensor Networks using Multi-Objective Particle Swarm Optimization

    Article • November 2022, ACM (Association for Computing Machinery)

    Wayan Mahmudy, Kasyful Amron

  9. AUTOMATIC SELECTION KERNEL WITH ENSEMBLE CONCEPT IN SUPPORT VECTOR MACHINE (SVM) FOR CLASSIFICATION OF SOYBEAN PLANT DISEASE

    Article • November 2022, ACM (Association for Computing Machinery)

    Wayan Mahmudy

  10. The Evaluation of Technology Startup Role on Indonesian SMEs Industry 4.0 Adoption Using CLD-ABM Integrated Model

    Article • Sustainability, July 2022, MDPI AG

    Wayan Mahmudy

  11. Detection of Hepatitis B Virus-associated Hepatocellular Carcinoma Disease Using Hybrid Hierarchical k-Means Clustering and SVM Algorithm

    Article • Current Bioinformatics, October 2021, Bentham Science Publishers

    Wayan Mahmudy, Lailil Muflikhah

  12. Review of Non-Destructive Banana Ripeness Identification using Imagery Data

    Article • September 2021, ACM (Association for Computing Machinery)

    Wayan Mahmudy

  13. k Nearest Neighbor for Coronary Heart Disease Detection

    Article • September 2021, ACM (Association for Computing Machinery)

    Wayan Mahmudy

  14. Fodder composition optimization using modified genetic algorithm

    Article • Indonesian Journal of Electrical Engineering and Informatics (IJEEI), March 2019, IAES Indonesia Section

    Wayan Mahmudy

  15. Anomaly-based intrusion detector system using restricted growing self organizing map

    Article • Indonesian Journal of Electrical Engineering and Computer Science, March 2019, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  16. Integrating fuzzy logic and genetic algorithm for upwelling prediction in Maninjau Lake

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), February 2019, Universitas Ahmad Dahlan

    Wayan Mahmudy

  17. Adaptive Genetic Algorithm Based on Crossover and Mutation Method for Optimization of Poultry Feed Composition

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  18. Improved Simulated Annealing for Poultry Feed Formulation

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  19. Jatropha Curcas Disease Identification With Extreme Learning Machine

    Article • Indonesian Journal of Electrical Engineering and Computer Science, November 2018, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  20. Multi-Objective Optimization For Proportional Tuition Fees Assessment Using Non-Dominated Sorting Genetic Algorithm II (NSGA II)

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  21. Optimization of Fuzzy Time Series Interval Length Using Modified Genetic Algorithm for Forecasting

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  22. Text Classification and Visualization on News Title Using Self Organizing Map

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  23. Optimization of Dempster-Shafer’s Believe Value Using Genetic Algorithm for Identification of Plant Diseases Jatropha Curcas

    Article • Indonesian Journal of Electrical Engineering and Computer Science, October 2018, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  24. Performance Analysis of Data Mining Methods for Sexually Transmitted Disease Classification

    Article • International Journal of Electrical and Computer Engineering (IJECE), October 2018, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  25. A Novel Forecasting Based on Automatic-optimized Fuzzy Time Series

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), August 2018, Universitas Ahmad Dahlan

    Wayan Mahmudy

  26. Good Parameters for PSO in Optimizing Laying Hen Diet

    Article • International Journal of Electrical and Computer Engineering (IJECE), August 2018, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  27. K-Means Clustering and Genetic Algorithm to Solve Vehicle Routing Problem with Time Windows Problem

    Article • Indonesian Journal of Electrical Engineering and Computer Science, August 2018, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  28. Optimizing Laying Hen Diet using Multi-Swarm Particle Swarm Optimization

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), August 2018, Universitas Ahmad Dahlan

    Wayan Mahmudy

  29. Real Time Eyeball Movement Detection Based on Region Division and Midpoint Position

    Article • International Journal of Intelligent Engineering and Systems, June 2018, The Intelligent Networks and Systems Society

    Wayan Mahmudy

  30. Determining Growing Season of Potatoes Based on Rainfall Prediction Result Using System Dynamics

    Article • Indonesian Journal of Electrical Engineering and Informatics (IJEEI), June 2018, IAES Indonesia Section

    Wayan Mahmudy

  31. Hybrid Modified Evolution Strategies and Linear Programming for Beef Cattle Feed Optimization

    Article • International Journal on Electrical Engineering and Informatics, March 2018, School of Electrical Engineering and Informatics (STEI) ITB

    Wayan Mahmudy

  32. An improved artificial immune recognition system with fast correlation based filter (FCBF) for feature selection

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  33. Drought forecasting using ANFIS on tuban regency, Indonesia

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  34. Jatropha curcas disease identification using Fuzzy Neural Network

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  35. Modeling backpropagation neural network for rainfall prediction in tengger east Java

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  36. Modified genetic algorithm for high school time-table scheduling with fuzzy time window

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  37. Optimized fuzzy neural network for Jatropha Curcas plant disease identification

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  38. Optimization of Food Composition for Hypertensive Patient using Variable Neighborhood Search

    Article • Indonesian Journal of Electrical Engineering and Computer Science, November 2017, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  39. Comparison of ANFIS and NFS on inflation rate forecasting

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  40. Data-driven fuzzy rule extraction for housing price prediction in Malang, East Java

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  41. Extracting fuzzy rules and parameters using particle swarm optimization for rainfall forecasting

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  42. Genetic algorithm for optimizing FIS Tsukamoto for dental disease identification

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  43. Optimization of FIS Tsukamoto using particle swarm optimization for dental disease identification

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  44. Enabling External Factors for Inflation Rate Forecasting Using Fuzzy Neural System

    Article • International Journal of Electrical and Computer Engineering (IJECE), October 2017, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  45. Optimization of Fuzzy Tsukamoto Membership Function using Genetic Algorithm to Determine the River Water

    Article • International Journal of Electrical and Computer Engineering (IJECE), October 2017, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  46. Regression Modelling for Precipitation Prediction Using Genetic Algorithms

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), September 2017, Universitas Ahmad Dahlan

    Wayan Mahmudy

  47. Rule Optimization of Fuzzy Inference System Sugeno using Evolution Strategy for Electricity Consumption Forecasting

    Article • International Journal of Electrical and Computer Engineering (IJECE), August 2017, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  48. Implementation of Evolution Strategies (ES) Algorithm to Optimization Lovebird Feed Composition

    Article • Scientific Journal of Informatics, May 2017, Department of Drama, Dance and Music, Semarang State University

    Wayan Mahmudy

  49. Rainfall Prediction in Tengger, Indonesia Using Hybrid Tsukamoto FIS and Genetic Algorithm Method

    Article • Journal of ICT Research and Applications, April 2017, The Institute for Research and Community Services (LPPM) ITB

    Wayan Mahmudy

  50. Mengukur Performa Model TSK Fuzzy Logic Menggunakan Faktor Eksternal untuk Peramalan Laju Inflasi

    Article • Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology), March 2017, Maulana Malik Ibrahim State Islamic University

    Wayan Mahmudy

  51. Penanganan Fuzzy Time Window pada Travelling Salesman Problem (TSP) dengan Penerapan Algoritma Genetika

    Article • Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology), March 2017, Maulana Malik Ibrahim State Islamic University

    Wayan Mahmudy

  52. The Effect of External Factors on Consumption Electricity Loads Forecasting using Fuzzy Takagi-Sugeno Kang

    Article • Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology), March 2017, Maulana Malik Ibrahim State Islamic University

    Wayan Mahmudy

  53. Offline Signature Recognition using Back Propagation Neural Network

    Article • Indonesian Journal of Electrical Engineering and Computer Science, December 2016, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  54. Optimization of analytic hierarchy process using genetic algorithm for selecting tutoring agencies in Kampung Inggris Pare

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  55. Android Malware Detection Using Backpropagation Neural Network

    Article • Indonesian Journal of Electrical Engineering and Computer Science, October 2016, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  56. Profit Optimization Based on Total Production in Textile Home Industry Using Evolution Strategies Algorithms

    Article • International Journal of Social and Local Economic Governance, October 2016, Brawijaya University

    Wayan Mahmudy

  57. Rainfall prediction in Tengger region Indonesia using Tsukamoto fuzzy inference system

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  58. DENTAL DISEASE IDENTIFICATION USING FUZZY INFERENCE SYSTEM

    Article • Journal of Enviromental Engineering and Sustainable Technology, July 2016, Brawijaya University

    Wayan Mahmudy

  59. OPTIMIZATION OF FROZEN FOOD DISTRIBUTION USING GENETIC ALGORITHMS

    Article • Journal of Enviromental Engineering and Sustainable Technology, July 2016, Brawijaya University

    Wayan Mahmudy

  60. Optimization of Ship’s Route Scheduling Using Genetic Algorithm

    Article • Indonesian Journal of Electrical Engineering and Computer Science, April 2016, Institute of Advanced Engineering and Science

    Wayan Mahmudy

  61. Hybridizing PSO With SA for Optimizing SVR Applied to Software Effort Estimation

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), March 2016, Universitas Ahmad Dahlan

    Wayan Mahmudy

  62. OPTIMASI FUZZY INFERENCE SYSTEM SUGENO DENGAN ALGORITMA HILL CLIMBING UNTUK PENENTUAN HARGA JUAL RUMAH

    Article • Journal of Enviromental Engineering and Sustainable Technology, July 2015, Brawijaya University

    Wayan Mahmudy

  63. PENERAPAN ALGORITMA GENETIKA UNTUK MEMAKSIMALKAN LABA PRODUKSI JILBAB

    Article • Journal of Enviromental Engineering and Sustainable Technology, July 2015, Brawijaya University

    Wayan Mahmudy

  64. Penerapan Algoritma Genetika Traveling Salesman Problem with Time Window: Studi Kasus Rute Antar Jemput Laundry

    Article • Jurnal Buana Informatika, May 2015, Universitas Atma Jaya Yogyakarta

    Wayan Mahmudy

  65. PENYELESAIAN VEHICLE ROUTING PROBLEM WITH TIME WINDOWS (VRPTW) MENGGUNAKAN ALGORITMA GENETIKA HYBRID

    Article • Journal of Enviromental Engineering and Sustainable Technology, November 2014, Brawijaya University

    Wayan Mahmudy

  66. Hybrid genetic algorithms for multi-period part type selection and machine loading problems in flexible manufacturing system

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  67. Javanese speech levels machine translation: Improved parallel text alignment based on impossible pair limitation

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  68. Real Coded Genetic Algorithms for Solving Flexible Job-Shop Scheduling Problem - Part I: Modelling

    Article • Advanced Materials Research, May 2013, Trans Tech Publications

    Wayan Mahmudy

  69. Real Coded Genetic Algorithms for Solving Flexible Job-Shop Scheduling Problem - Part II: Optimization

    Article • Advanced Materials Research, May 2013, Trans Tech Publications

    Wayan Mahmudy

  70. Optimization of part type selection and loading problem with alternative production plans in flexible manufacturing system using hybrid genetic algorithms - part 1: Modelling and representation

    Article • January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  71. Optimization of part type selection and loading problem with alternative production plans in flexible manufacturing system using hybrid genetic algorithms - part 2: Genetic operators and results

    Article • January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Wayan Mahmudy

  72. Constructing Phenetic and Phylogenetic Relationship Using Clad'97

    Article • Journal of Tropical Life Science, January 2012, Galaxy Science

    Wayan Mahmudy