Research Publications – Journal Papers

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

  7. 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

  8. 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.

  9. 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.

  10. 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

  11. 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.

  12. 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

  13. 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

  14. 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.

  15. 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

  16. 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

  17. 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

  18. Prasetya, RP, Utaminingrum, F & Mahmudy, WF, 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

  19. 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.

  20. Santika, GD, Sari, NR, Sarwani, MZ & Mahmudy, WF, March 2018, Optimization Improved K-Means on Centroid Initialization process using Particle Swarm Optimization for Tsunami Prone Area Groupings, MATICS, Jurnal Ilmu Komputer dan Teknologi Informasi, vol. 10, no. 1, pp. 8-14.

  21. 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

  22. 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

  23. 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

  24. 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

  25. Fauziyah, AN & Mahmudy, WF, 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

  26. 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 (Thomson Reuters)

  27. 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

  28. 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

  29. 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. Microsoft Academic

  30. 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. Microsoft Academic

  31. 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

  32. 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

  33. 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. Microsoft Academic

  34. 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. Microsoft Academic

  35. 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. Microsoft Academic

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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.

  47. 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.

  48. 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

  49. 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

  50. Febrita, RE & Mahmudy, WF, December 2016, Pre-Processed Latent Semantic Analysis for Automatic Essay Grading, Kursor, vol. 8, no. 4, pp. 175-180. Microsoft Academic

  51. 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

  52. 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. Microsoft Academic

  53. 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

  54. 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. Microsoft Academic

  55. 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. Microsoft Academic

  56. 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. Microsoft Academic

  57. 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. Microsoft Academic

  58. Sarwani, MZ & Mahmudy, WF, July 2016, Campus sentiment analysis e-complaint using probabilistic neural network algorithm, Kursor, vol. 8, no. 3, pp. 135-140. Microsoft Academic

  59. 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. Microsoft Academic

  60. 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. Microsoft Academic

  61. Wijayaningrum, VN & Mahmudy, WF, April 2016, Optimization of Ship’s Route Scheduling Using Genetic Algorithm, Indonesian Journal of Electrical Engineering and Computer Science , vol. 2, no. 1, pp. 180-186. Scopus

  62. Novitasari, D, Cholissodin, I & Mahmudy, WF, March 2016, Hybridizing PSO With SA for Optimizing SVR Applied to Software Effort Estimation , Telkomnika (Telecommunication Computing Electronics and Control) , vol. 14, no. 1, pp. 245-253. Scopus

  63. Mahmudy, WF, July 2015, Optimization of part type selection and machine loading problems in flexible manufacturing system using variable neighborhood search, IAENG International Journal of Computer Science , vol. 42, no. 3, pp. 254-264. Scopus

  64. Mahmudy, WF, October 2014, Improved simulated annealing for optimization of vehicle routing problem with time windows (VRPTW), Kursor, vol. 7, no. 3, pp. 109-116. Microsoft Academic

  65. Mahmudy, WF, Marian, RM & Luong, LHS, May 2014, Hybrid genetic algorithms for part type selection and machine loading problems with alternative production plans in flexible manufacturing system, ECTI Transactions on Computer and Information Technology (ECTI‐CIT), vol. 8, no. 1, pp. 80-93. Microsoft Academic

  66. Wibawa, AP, Nafalski, A & Mahmudy, WF, May 2014, Augmented Javanese speech levels machine translation, ECTI Transactions on Computer and Information Technology (ECTI‐CIT), vol. 8, no. 1, pp. 45-55. Microsoft Academic

  67. Wibawa, AP, Nafalski, A, Kadarisman, AE & Mahmudy, WF, August 2013, Indonesian-to-Javanese machine translation, International Journal of Innovation, Management and Technology, vol. 4, no. 4, pp. 451-454. Microsoft Academic

  68. Mahmudy, WF, Marian, RM & Luong, LHS, May 2013, Real coded genetic algorithms for solving flexible job-shop scheduling problem – Part I: modeling, Advanced Materials Research , vol. 701, pp. 359-363. Scopus

  69. Mahmudy, WF, Marian, RM & Luong, LHS, May 2013, Real coded genetic algorithms for solving flexible job-shop scheduling problem – Part II: optimization , Advanced Materials Research , vol. 701, pp. 364-369. Scopus

  70. Mahmudy, WF, Marian, RM & Luong, LHS, April 2013, Modeling and optimization of part type selection and loading problems in flexible manufacturing system using real coded genetic algorithms, International Journal of Electrical, Electronic Science and Engineering, vol 7, no. 4, pp. 181-190. Microsoft Academic

  71. Wibawa, AP, Nafalski, A, Murray, N & Mahmudy, WF, February 2013, Parallel text processing: Alignment of Indonesian to Javanese language, International Journal of Computer, Information Science and Engineering , vol 7, no. 2, pp. 75-80. Microsoft Academic

  72. Rahardi, B, Arumningtyas, EL & Mahmudy, WF, January 2012, Constructing phenetic and phylogenetic relationship using Clad’97, Journal of Tropical Life Science , vol. 2, no. 1, pp. 15-20. DOAJ Web of Science (Thomson Reuters)

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