Research Publications – Journal Papers

  1. Mahmudy, WF, Yuliastuti, GE, Rizki, AM, Tama, IP, Wibawa, AP (December 2022) , Optimization of Multi-Product Aggregate Production Planning Using Improved Genetic Algorithm, International Journal on Advanced Science, Engineering and Information Technology, vol. 12, no. 6, pp. 2337-2335. Scopus

  2. Muntasa, A, Wahyuningrum, RT, Tuzzahra, Z, Motwakel, A, Yusuf, M, Mahmudy, WF (December 2022) , A Pyramid Model of Convolutional Neural Network to Classify Acute Lymphoblastic Leukemia Images, International Journal of Intelligent Engineering and Systems, vol. 15, no. 6, pp. 576-588. Scopus

  3. Mar’i, F, Ubaidillah, H, Mahmudy, WF, Supianto, AA (November 2022) , Hybrid Artificial Bee Colony Algorithm and Improved Simulated Annealing for Capacitated Vehicle Routing Problem, Knowledge Engineering and Data Science, vol. 5, no. 2, pp. 109-121.

  4. Mahmudy, WF, Rikatsih, N, Syafrial, S (September 2022) , Optimization of Agricultural Product Storage Using Real-Coded Genetic Algorithm Based on Sub-Population Determination , IAES International Journal of Artificial Intelligence, vol. 11, no. 3, pp. 817-826. Scopus

  5. Tama, IP, Nugroho, WS, Mahmudy, WF, Purnami, P (July 2022) , The Evaluation of Technology Startup Role on Indonesian SMEs Industry 4.0 Adoption Using CLD-ABM Integrated Model, Sustainability, vol. 14, no. 14, pp. 8462. Scopus

  6. Dewi, C, Mahmudy, WF, Arisoesilaningsih, E, Solimun (June 2022) , Automatic differentiating of postharvest banana fruits with high traits using imagery data, AGRIVITA, Journal of Agricultural Science, vol. 44, no. 2, pp. 276-289. Scopus

  7. Suhana, R, Mahmudy, WF, Budi, AS (June 2022) , Fish Image Classification Using Adaptive Learning Rate In Transfer Learning Method, Knowledge Engineering and Data Science, vol. 5, no. 1, pp. 67-77.

  8. Nugroho, KS, Bachtiar, FA, Mahmudy, WF (April 2022) , Detecting Emotion in Indonesian Tweets: A Term-Weighting Scheme Study, Journal of Information Systems Engineering and Business Intelligence, vol. 8, no. 1, pp. 61-70.

  9. Nugroho, KS, Sukmadewa, AY, Vidianto, A, Mahmudy, WF (March 2022) , Effective Predictive Modelling for Coronary Artery Diseases Using Support Vector Machine, IAES International Journal of Artificial Intelligence, vol. 11, no. 1, pp. 345-355. Scopus

  10. Mawarni, M, Utaminingrum, F, Mahmudy, WF (March 2022) , The Effect of Feature Selection on Gray Level Co-Occurrence Matrix (GLCM) for the Four Breast Cancer Classifications, Journal of Biomimetics, Biomaterials and Biomedical Engineering, vol. 55, no. 1, pp. 168-179. Scopus

  11. Wibawa, AP, Mahmudy, WF, Rizki, AM, Yuliastuti, GE, Tama, IP (January 2022) , Multi-Site Aggregate Production Planning Using Particle Swarm Optimization, Journal of Engineering, Project, and Production Management, vol. 12, no. 1, pp. 62-69. Scopus

  12. Mahmudy, WF, Dewi, C, Arifando, R, Rahman, MA (December 2021) , Combination of Morphology, Wavelet and Convex Hull Features in Classification of Patchouli Varieties with Imbalance Data using Artificial Neural Network, Journal of Applied Research and Technology , vol. 19, no. 6, pp. 633-643. Scopus

  13. Mahmudy, WF, Alfiyatin, AN, Ananda, CF, Widodo, AW (December 2021) , Inflation Rate Forecasting using Extreme Learning Machine and Improved Particle Swarm Optimization, International Journal of Intelligent Engineering and Systems, vol. 14, no. 6, pp. 95-104. Scopus

  14. Rahayudi, B, Priandani, ND, Hanggara, BT, Mahmudy, WF (December 2021) , Database optimization for improved system performance and response time of hospital management information system, Bulletin of Social Informatics Theory and Application, vol. 5, no. 2, pp. 115-123.

  15. Rakhmandasari, A, Mahmudy, WF, Yulianti, T (October 2021) , Kenaf plant pest and disease detection using faster regional based convolutional neural network, Indonesian Journal of Electrical Engineering and Computer Science, vol. 24, no. 1, pp. 199-208. Scopus

  16. Arya, PB, Mahmudy, WF, Basuki, A (August 2021) , Website Visitors Forecasting using Recurrent Neural Network Method, Journal of Information Technology and Computer Science, vol. 6, no. 2, pp. 137–145.

  17. Megatama, MA, Mahmudy, WF, Santoso, E (August 2021) , Food Menu Recommendations Based on Recommended Dietary Allowances using Genetic Algorithm, Bulletin of Culinary Art and Hospitality, vol. 1, no. 2, pp. 70-77.

  18. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (August 2021) , Detection of Hepatoma based on Gene Expression Using Unitary Matrix of Singular Vector Decomposition, International Journal of Advanced Computer Science and Applications, vol. 12, no. 8, pp. 769-775. Scopus

  19. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (July 2021) , Detection of Hepatitis B virus-associated Hepatocellular Carcinoma Disease Using Hybrid Hierarchical k-Means Clustering and SVM Algorithm, Current Bioinformatics, vol. 16, no. 7, pp. 1004 – 1012. Scopus

  20. Mahmudy, WF, Wibawa, AP, Sari, NR, Haviluddin, Purnawansyah (June 2021) , Genetic Algorithmised Neuro Fuzzy System for Forecasting the Online Journal Visitors, International Journal of Computing, vol. 20, no. 2, pp. 181-189. Scopus

  21. Fajri, DMN, Mahmudy, WF, Yulianti, T (June 2021) , Detection of Disease and Pest of Kenaf Plant Based on Image Recognition with VGGNet19, Knowledge Engineering and Data Science, vol. 4, no. 1, pp. 55-68.

  22. Mahmudy, WF, Sarwani, MZ, Rahmi, A, Widodo, AW (April 2021) , Optimization of Multi-Stage Distribution Process Using Improved Genetic Algorithm, International Journal of Intelligent Engineering and Systems, vol. 14, no. 2, pp. 211-219. Scopus

  23. Alqorni, F, Mahmudy, WF, Widodo, AW (April 2021) , Application of Density Based Spatial Clustering Application With Noise (DBSCAN) in Determining the Quality of Keprok Orange and Siam Orange Hybrid in the Research Center of Orange and Subtropic Plants Batu City, Journal of Information Technology and Computer Science, vol. 6, no. 1, pp. 1-8.

  24. Fajri, DMN, Mahmudy, WF, Yulianti, T (April 2021) , Detection of Disease and Pest of Kenaf Plant using Convolutional Neural Network, Journal of Information Technology and Computer Science, vol. 6, no. 1, pp. 18-24.

  25. Cahya, RA, Bachtiar, FA, Mahmudy, WF (April 2021) , Comparison of Bagging Ensemble Combination Rules for Imbalanced Text Sentiment Analysis, Journal of Information Technology and Computer Science, vol. 6, no. 1, pp. 33-49.

  26. Sari, NR, Mahmudy, WF, Wibawa, AP (March 2021) , Evolution strategies based coefficient of TSK fuzzy forecasting engine, International Journal of Advances in Intelligent Informatics, vol. 7, no. 1, pp. 89-100. Scopus

  27. Ridok, A, Widodo, N, Mahmudy, WF, Rifa’i, M (February 2021) , A Hybrid Feature Selection on AIRS Method for Identifying Breast Cancer Diseases, International Journal of Electrical and Computer Engineering , vol. 11, no. 11, pp. 728-735. Scopus

  28. Yulianto, F, Mahmudy, Soebroto, AA (December 2020) , Comparison of Regression, Support Vector Regression (SVR), and SVR-Particle Swarm Optimization (PSO) for Rainfall Forecasting, Journal of Information Technology and Computer Science, vol. 5, no. 3, pp. 235-246. Sinta 3

  29. Hamdianah, A, Mahmudy, WF, Widaryanto, E (December 2020) , Comparison of Neural Network and Recurrent Neural Network to Predict Rice Productivity in East Java, Journal of Information Technology and Computer Science, vol. 5, no. 3, pp. 313-324. Sinta 3

  30. Mahmudy, WF, Pardede, A, Widodo, AW (November 2020) , Efficient Scheduling of Plantation Company Workers Using Genetic Algorithm, Knowledge Engineering and Data Science, vol. 3, no. 2, pp. 60-66. Sinta 2

  31. Putra, FAIA, Utaminingrum, F, Mahmudy, WF (July 2020) , HOG Feature Extraction and KNN Classification for Detecting Vehicle in The Highway, Indonesian Journal of Computing and Cybernetics Systems, vol. 14, no. 3, pp. 231-242.

  32. Rofiq, M, Putra, YS, Mahmudy, WF, Tolle, H, Wahyuni, I (July 2020) , Modeling of upwelling early warning system using water quality sensor device and automatic weather system integrated with hybrid FIS GA, International Journal of Electrical and Electronic Engineering & Telecommunications, vol. 9, no. 4, pp. 283-288. Scopus

  33. Priambodo, B, Mahmudy, WF, Rahman, MA (June 2020) , Earthquake Magnitude and Grid-Based Location Prediction Using Backpropagation Neural Network, Knowledge Engineering and Data Science, vol. 3, no. 1, pp. 28-39. Sinta 2

  34. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (June 2020) , A Support Vector Machine Based on Kernel K-Means for Detecting the Liver Cancer Disease, International Journal of Intelligent Engineering and Systems, vol. 13, no. 3, pp. 293-303. Scopus

  35. Rahmi, A, Mahmudy, WF, Sarwani, MZ (March 2020) , Genetic Algorithms for Optimization of Multi-Level Product Distribution, International Journal of Artificial Intelligence, vol. 18, no. 1, pp. 135-147. Scopus

  36. Oktanisa, I, Mahmudy, WF, Maski, G (April 2020) , Inflation Rate Prediction in Indonesia using Optimized Support Vector Regression Model, Journal of Information Technology and Computer Science, vol. 5, no. 1, pp. 104-114. Sinta 3

  37. Anshori, M, Mahmudy, WF, Supianto, AA (December 2019) , Classification Tuberculosis DNA using LDA-SVM, Journal of Information Technology and Computer Science, vol. 4, no. 3, pp. 233-240. Sinta 3

  38. Jauhari, F, Mahmudy, WF,Basuki, A (December 2019) , An Effective Chromosome Representation on Proportional Tuition Fees Assessment Using NSGA-II, Journal of Information Technology and Computer Science, vol. 4, no. 3, pp. 291-298.

  39. Anissa, RD, Mahmudy, WF,Widodo, AW (November 2019) , Optimisation of Rice Fertiliser Composition using Genetic Algorithms, Knowledge Engineering and Data Science, vol. 2, no. 2, pp. 72-81. Sinta 2

  40. Widodo, AW, Hernando, D, Mahmudy, WF (November 2019) , Mangrove Forest Classification in Drone Images Using HSV Color Moment and Haralick Features Extraction with K-Nearest Neighbor, Signal and Image Processing Letters, vol. 1, no. 3, pp. 1-12.

  41. Yuliastuti, GE, Rizki, AM, Mahmudy, WF, Tama, IP (November 2019) , Optimization of Multi-Product Aggregate Production Planning using Hybrid Simulated Annealing and Adaptive Genetic Algorithm, International Journal of Advanced Computer Science and Applications, vol. 10, no. 11, pp. 484-489. Scopus

  42. Alauddin, MW, Mahmudy, WF, Abadi, AL (September 2019) , Extreme Learning Machine Weight Optimization using Particle Swarm Optimization to Identify Sugar Cane Disease, Journal of Information Technology and Computer Science, vol. 4, no. 2, pp. 127-136. Sinta 3

  43. Rikatsih, N, Mahmudy, WF, Syafrial, S (September 2019) , Hybrid Real-Coded Genetic Algorithm and Variable Neighborhood Search for Optimization of Product Storage, Journal of Information Technology and Computer Science, vol. 4, no. 2, pp. 166-176.

  44. Rody, R, Mahmudy, WF, Tama, IP (June 2019) , Using Guided Initial Chromosome of Genetic Algorithm for Scheduling Production-Distribution System, Journal of Information Technology and Computer Science, vol. 4, no. 1, pp. 26-32. Sinta 3

  45. Auliya, YA, Mahmudy, WF, Sudarto (June 2019) , Improve Hybrid Particle Swarm Optimization and K-Means for Clustering, Journal of Information Technology and Computer Science, vol. 4, no. 1, pp. 42-56. Sinta 3

  46. Lestantyo, P, Ramdani, F, Mahmudy, WF (June 2019) , Utilization of Current Data for Geospatial Analysis of the Appropriateness of Apple Plantation Land Based on Fuzzy Inference Systems, Journal of Information Technology and Computer Science, vol. 4, no. 1, pp. 64-75. Sinta 3

  47. Febrita, RE, Mahmudy, WF, Wibawa, AP (June 2019) , High Dimensional Data Clustering using Self-Organized Map, Knowledge Engineering and Data Science, vol. 2, no. 1, pp. 31-40. Sinta 2

  48. Alfiyatin, AN, Rizki, AM, Mahmudy, WF, Ananda, CF (April 2019) , Extreme Learning Machine and Particle Swarm Optimization for Inflation Forecasting, International Journal of Advanced Computer Science and Applications, vol. 10, no. 4, pp. 473-478. Scopus Web of Science

  49. Fatyanosa, TN, Mahmudy, WF, Marjuki (March 2019) , Hybrid Modified Evolution Strategies and Linear Programming for Beef Cattle Feed Optimization, International Journal on Electrical Engineering and Informatics, vol. 11, no. 1, pp. 223-235. Scopus

  50. Wijayaningrum, VN, Mahmudy, WF (March 2019) , Fodder composition optimization using modified genetic algorithm, Indonesian Journal of Electrical Engineering and Informatics, vol. 7, no. 1, pp. 68-75. Scopus

  51. Christyawan, TY, Supianto, AA, Mahmudy, WF (March 2019) , Anomaly-based intrusion detector system using restricted growing self organizing map, Indonesian Journal of Electrical Engineering and Computer Science, vol. 13, no. 3, pp. 919-926. Scopus

  52. Rofiq, M, Putra, YS, Mahmudy, WF, Tolle, H, Wahyuni, I, Adipraja, PFE, Syandri, H (February 2019) , Integrating Fuzzy Logic and Genetic Algorithm for Upwelling Prediction in Maninjau Lake, Telkomnika (Telecommunication Computing Electronics and Control_), vol. 17, no. 1, pp. 226-234. Scopus

  53. Sihananto, AN, Burhan, MS, Mahmudy, WF (February 2019) , Chicken Feed Optimization Using Evolution Strategies and Firefly Algorithm, International Journal of Electrical and Computer Engineering, vol. 9, no. 1, pp. 585-592. Scopus

  54. Ariyani, AK, Mahmudy, WF, Anggodo, YP (December 2018) , Hybrid Genetic Algorithms and Simulated Annealing for Multi-trip Vehicle Routing Problem with Time Windows, International Journal of Electrical and Computer Engineering, vol. 8, no. 6, pp. 4713-4723. Scopus

  55. Fauziyah, AN, Mahmudy, WF (December 2018) , Hybrid Genetic Algorithm for Optimization of Food Composition on Hypertensive Patient, International Journal of Electrical and Computer Engineering, vol. 8, no. 6, pp. 4673-4683. Scopus

  56. Saragih, TH, Fajri, DMN, Mahmudy, WF, Abadi, AL, Anggodo, YP (November 2018) , Jatropha Curcas Disease Identification With Extreme Learning Machine, Indonesian Journal of Electrical Engineering and Computer Science, vol. 12, no. 2, pp. 883-888. Scopus

  57. Saragih, TH, Mahmudy, WF, Anggodo, YP (October 2018) , Optimization of Dempster-Shafer’s Believe Value Using Genetic Algorithm for Identification of Plant Diseases Jatropha Curcas, Indonesian Journal of Electrical Engineering and Computer Science, vol. 12, no. 1, pp. 61-68. Scopus

  58. Yuliastuti, GE, Alfiyatin, AN, Hamdianah, A, Taufiq, H, Rizki, AM, Mahmudy, WF (October 2018) , Performance Analysis of Data Mining Methods for Sexually Transmitted Disease Classification, International Journal of Electrical and Computer Engineering, vol. 8, no. 5, pp. 3933-3939. Scopus

  59. Rizki, AM, Yuliastuti, GE, Mahmudy, WF, Tama, IP (September 2018) , Variable Neighborhoods Search for Multi-Site Production Planning, Journal of Information Technology and Computer Science, vol. 3, no. 2, pp. 169-174. Sinta 4

  60. Yuliastuti, GE, Rizki, AM, Mahmudy, WF Tama, IP (September 2018) , Determining Optimum Production Quantity on Multi-Product Home Textile Industry by Simulated Annealing, Journal of Information Technology and Computer Science, vol. 3, no. 2, pp. 159-168. Sinta 4

  61. Alfiyatin, AN, Mahmudy, WF, Anggodo, YP (September 2018) , Modelling Multi Regression with Particle Swarm Optimization Method to Food Production Forecasting, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 3, pp. 91-95. Scopus

  62. Sari, NR, Sarwani, MZ, Aulia, YA, Mahmudy, WF (September 2018) , Signature Pattern Recognition using Kohonen Network, Knowledge Engineering and Data Science, vol. 1, no. 2, pp. 39-45.

  63. Anggodo, YP, Mahmudy, WF (August 2018) , A Novel Forecasting Based on Automatic-Optimized Fuzzy Time Series, Telkomnika (Telecommunication Computing Electronics and Control_), vol. 16, no. 4, pp. 1809-1817. Scopus Sinta 1

  64. Alfarisy, GAF, Mahmudy, WF, Natsir, MH (August 2018) , Optimizing Laying Hen Diet using Multi-Swarm Particle Swarm Optimization, Telkomnika (Telecommunication Computing Electronics and Control_), vol. 16, no. 4, pp. 1712-1723. Scopus Sinta 1

  65. Alfiyatin, AN, Mahmudy, WF, Anggodo, YP (August 2018) , K-Means Clustering and Genetic Algorithm to Solve Vehicle Routing Problem with Time Windows Problem, Indonesian Journal of Electrical Engineering and Computer Science, vol. 11, no. 2, pp. 462-468. Scopus

  66. Alfarisy, GAF, Mahmudy, WF, Natsir, MH (August 2018) , Good Parameters for PSO in Optimizing Laying Hen Diet, International Journal of Electrical and Computer Engineering, vol. 8, no. 4, pp. 2419-2432. Scopus

  67. Saragih, TH, Mahmudy, WF, Abadi, AL, Anggodo, YP (July 2018) , Application of extreme learning machine and modified simulated annealing for jatropha curcas disease identification, International Journal of Advances in Soft Computing and its Applications, vol. 10, no. 2, pp. 108-119. Scopus

  68. Mari, F, Mahmudy, WF, Santoso (July 2018) , An Improved Simulated Annealing for Capacitated Vehicle Routing Problem (CVRP), Kursor, vol. 9, no. 3, pp. 117-126.

  69. Wahyuni, I, Adipraja, PFE, Mahmudy, WF (June 2018) , Determining Growing Season of Potatoes Based on Rainfall Prediction Results Using System Dynamics, Indonesian Journal of Electrical Engineering and Informatics, vol. 6, no. 2, pp. 210-216. Scopus

  70. Prasetya, RP, Utaminingrum, F, Mahmudy (June 2018) , Real Time Eyeball Movement Detection Based on Region Division and Midpoint Position, International Journal of Intelligent Engineering and Systems, vol. 11, no. 3, pp. 149-158. Scopus

  71. Burhan, MS, Mahmudy, WF, Bachtiar, FA, Dermawi, R (June 2018) , Sugeno-Type Fuzzy Inference Optimization With Firefly and K-Means Clustering Algorithms For Rainfall Forecasting, Journal of Information Technology and Computer Science, vol. 3, no. 1, pp. 35-48. Sinta 4

  72. Sihananto, AN, Mahmudy, WF, Natsir, MH (January 2018) , Optimization of Broiler Chicken Feed Mix Using Evolutionary Strategies, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 1-9, pp. 7-11. Scopus

  73. Fatyanosa, TN, Mahmudy, WF, Marjuki (January 2018) , A Comparison of Four Types of Evolution Strategies for Beef Cattle Feed Optimization, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 1-8, pp. 165-171. Scopus

  74. Parewe, AMAK, Mahmudy, WF, Ramdani, F, Anggodo, YP (January 2018) , Dental Disease Detection Using Hybrid Fuzzy Logic and Evolution Strategies, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 1-8, pp. 27-33. Scopus

  75. Alfarisy, GAF, Mahmudy, WF, Natsir, MH (January 2018) , Optimizing Laying Hen Diet using Particle Swarm Optimization with Two Swarms, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 1-6, pp. 113-119. Scopus

  76. Fauziyah, AN, Mahmudy (November 2017) , Optimization of Food Composition for Hypertensive Patient using Variable Neighborhood Search, Indonesian Journal of Electrical Engineering and Computer Science, vol. 8, no. 2, pp. 327-334. Scopus

  77. Alfiyatin, AN, Febrita, RE, Taufiq, H, Mahmudy, WF (October 2017) , Modeling House Price Prediction using Regression Analysis and Particle Swarm Optimization Case Study : Malang, East Java, Indonesia, International Journal of Advanced Computer Science and Applications, vol. 8, no. 10, pp. 323-326. Web of Science

  78. Kotimah, Q, Mahmudy, WF, Wijayaningrum, VN (October 2017) , Optimization of Fuzzy Tsukamoto Membership Function using Genetic Algorithm to Determine the River Water Quality, International Journal of Electrical and Computer Engineering, vol. 7, no. 5, pp. 2838-2846. Scopus

  79. Sari, NR, Mahmudy, WF, Wibawa, AP, Sonalitha, E (October 2017) , Enabling External Factors for Inflation Rate Forecasting Using Fuzzy Neural System, International Journal of Electrical and Computer Engineering, vol. 7, no. 5, pp. 2746-2756. Scopus

  80. Pratama, RY, Mahmudy, WF (September 2017) , Optimization of Vehicle Routing Problem with Time Window (VRPTW) for Food Product Distribution Using Genetics Algorithm, Journal of Information Technology and Computer Science, vol. 2, no. 2, pp. 77-84. Sinta 4

  81. Sihananto, AN, Mahmudy, WF (September 2017) , Rainfall Forecasting Using Backpropagation Neural Network, Journal of Information Technology and Computer Science, vol. 2, no. 2, pp. 66-76. Sinta 4

  82. Rahmi, A, Mahmudy, WF (September 2017) , Regression Modelling for Precipitation Prediction Using Genetic Algorithms, Telkomnika (Telecommunication Computing Electronics and Control_), vol. 15, no. 3, pp. 1290-1300. Scopus

  83. Santika, GD, Mahmudy, WF, Naba, A (August 2017) , Rule Optimization of Fuzzy Inference System Sugeno Using Evolution Strategy for Electricity Consumption Forecasting, International Journal of Electrical and Computer Engineering, vol. 7, no. 4, pp. 2241-2252. Scopus

  84. Anggodo, YP, Mahmudy, WF (July 2017) , Automatic Clustering and Optimized Fuzzy Logical Relationships for Minimum Living Needs Forecasting, Journal of Environmental Engineering & Sustainable Technology, vol. 4, no. 1, pp. 1-7.

  85. Putri, MA, Aknuranda, I, Mahmudy, WF (June 2017) , Maturity Evaluation of Information Technology Governance in PT DEF Using Cobit 5 Framework, Journal of Information Technology and Computer Science, vol. 2, no. 1, pp. 19-27. Sinta 4

  86. Rizki, AM, Mahmudy, WF, Yuliastuti, GE (May 2017) , Implementation of Evolution Strategies (ES) Algorithm to Optimization Lovebird Feed Composition, Scientific Journal of Informatics, vol. 4, no. 1, pp. 51-56. Sinta 2

  87. Wijayaningrum, VN, Mahmudy, WF, Natsir, MH (April 2017) , Optimization of Poultry Feed Composition Using Hybrid Adaptive Genetic Algorithm and Simulated Annealing, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 183-187. Scopus

  88. Rahmi, A, Mahmudy, WF, Anam, S (April 2017) , A Crossover in Simulated Annealing for Population Initialization of Genetic Algorithm to Optimize Distribution Cost, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 177-182. Scopus

  89. Wahyuni, I, Mahmudy, WF, Iriany, A (April 2017) , Rainfall Prediction Using Hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) and Genetic Algorithm, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 51-56. Scopus

  90. Putri, MA, Aknuranda, I, Mahmudy, WF (April 2017) , Development of a Conceptual Framework to Determine Improvement of IT Governance using COBIT 5 and AHP-GA, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 43-49. Scopus

  91. Utomo, MCC, Mahmudy, WF, Anam, S (April 2017) , Determining the Neuron Weights of Fuzzy Neural Networks Using Multi-Populations Particle Swarm Optimization for Rainfall Forecasting, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 37-42. Scopus

  92. Qomariyah, F, Utaminingrum, F, Mahmudy, WF (April 2017) , The Segmentation of Printed Arabic Characters Based on Interest Point, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 19-24. Scopus

  93. Mufarroh, FA, Utaminingrum, F, Mahmudy, WF (April 2017) , Segmentation Algorithm to Determine Group for Hand Gesture Recognition, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-8, pp. 13-17. Scopus

  94. Sarwani, MZ, Rahmi, A, Mahmudy, WF (April 2017) , An Adaptive Genetic Algorithm for Cost Optimization of Multi-Stage Supply Chain, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2-7, pp. 155-160. Scopus

  95. Sari, NR, Mahmudy, WF, Wibawa, AP (April 2017) , The Effectiveness of Hybrid Backpropagation Neural Network Model and TSK Fuzzy Inference System for Inflation Forecasting, Journal of Telecommunication, Electronic and Computer Engineering, vol. 9, no. 2, pp. 111-117. Scopus

  96. Santika, GD, Mahmudy, WF, Naba, A (March 2017) , Electrical Load Forecasting using Adaptive Neuro-Fuzzy Inference System, International Journal of Advances in Soft Computing and its Applications, vol. 9, no. 1, pp. 50-69. Scopus

  97. Sari, NR, Mahmudy, WF, Wibawa, AP (March 2017) , Inflation Rate Forecasting Through Adaptive Neuro Fuzzy Inference System, Journal of Next Generation Information Technology, vol. 8, no. 1, pp. 11-19.

  98. Yuliastuti, GE, Mahmudy, WF, Rizki, AM (March 2017) , Implementation of Genetic Algorithm to Solve Travelling Salesman Problem with Time Window (TSP-TW) for Scheduling Tourist Destinations in Malang City, Journal of Information Technology and Computer Science, vol. 2, no. 1, pp. 1-10. Sinta 4

  99. Wahyuni, I, Mahmudy, WF (February 2017) , Rainfall Prediction in Tengger Indonesia Using Hybrid Tsukamoto FIS and Genetic Algorithm , Journal of ICT Research and Applications, vol. 11, no. 1, pp. 38-55. Scopus

  100. Sari, NR, Mahmudy, WF, Wibawa, AP (December 2016) , Backpropagation on Neural Network Method for Inflation Rate Forecasting in Indonesia , International Journal of Advances in Soft Computing and its Applications, vol. 8, no. 3, pp. 70-87. Scopus

  101. Febrita, RE, Mahmudy, WF (December 2016) , Pre-Processed Latent Semantic Analysis for Automatic Essay Grading, Kursor, vol. 8, no. 4, pp. 175-180.

  102. Rahmi, A, Wijayaningrum, VN, Mahmudy, WF, Parewe, AMA (December 2016) , Offline Signature Recognition using Back Propagation Neural Network, Indonesian Journal of Electrical Engineering and Computer Science, vol. 4, no. 3, pp. 678-683. Scopus

  103. Anggodo, YP, Ariyani, AK, Ardi, MK, Mahmudy, WF (November 2016) , Optimization of Multi-Trip Vehicle Routing Problem with Time Windows using Genetic Algorithm, Journal of Environmental Engineering & Sustainable Technology, vol. 3, no. 2, pp. 92-97.

  104. Huda, FA, Mahmudy, WF, Tolle, H (October 2016) , Android malware detection using backpropragation neural network, Indonesian Journal of Electrical Engineering and Computer Science , vol. 4, no. 1, pp. 240-244. Scopus

  105. Khuluqi, MA, Mahmudy, WF, Rahmi, A (October 2016) , Profit Optimization Based on Total Production in Textile Home Industry Using Evolution Strategies Algorithms, International Journal of Social and Local Economic Governance, vol. 2, no. 2, pp. 109-117.

  106. Fatyanosa, TN, Sihananto, AN, Alfarisy, GAF, Burhan, MS, Mahmudy, WF (September 2016) , Hybrid Genetic Algorithm and Simulated Annealing for Function Optimization, Journal of Information Technology and Computer Science, vol. 1, no. 2, pp. 82-97. Sinta 4

  107. Alfarisy, GAF, Mahmudy, WF (September 2016) , Rainfall Forecasting in Banyuwangi Using Adaptive Neuro Fuzzy Inference System, Journal of Information Technology and Computer Science, vol. 1, no. 2, pp. 65-71. Sinta 4

  108. Sarwani, MZ, Mahmudy, WF, Naba, A (September 2016) , Cost Optimization of Multi-Level Multi-Product Distribution Using An Adaptive Genetic Algorithm, Journal of Information Technology and Computer Science, vol. 1, no. 2, pp. 53-64. Sinta 4

  109. Sarwani, MZ, Mahmudy, WF (July 2016) , Campus sentiment analysis e-complaint using probabilistic neural network algorithm, Kursor, vol. 8, no. 3, pp. 135-140.

  110. Lesmawati, W, Rahmi, A, Mahmudy, WF (July 2016) , Optimization of Frozen Food Distribution Using Genetic Algorithms, Journal of Environmental Engineering & Sustainable Technology, vol. 3, no. 1, pp. 51-58.

  111. Novitasari, D, Cholissodin, I, Mahmudy, WF (March 2016) , Optimizing SVR using Local Best PSO for Software Effort Estimation, Journal of Information Technology and Computer Science , vol. 1, no. 1, pp. 28-37. Sinta 4

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