Research Publications – Conference Papers

  1. Widodo, AW, Kurnianingtyas, D, Mahmudy, W (2022, 7-10 December), Optimization of Healthcare Problem using Swarm Intelligence: A Review, IEEE International Conference on Industrial Engineering and Engineering Management , Kuala Lumpur, Malaysia, pp. 0747-0751. Scopus
  2. Yulianto, F, Efendi, ENK, Mahmudy, WF (2022, 22 November), Automatic Selection Kernel with Ensemble Concept in Support Vector Machine (SVM) for Classification of Soybean Plant Disease, International Conference on Sustainable Information Engineering and Technology, Malang, Indonesia, pp. 148–157. Scopus
  3. Amron, K, Kusumawinahyu, WM, Anam, S, Mahmudy, WF (2022, 22 November), Multi-Tier Topology Design of Wireless Sensor Networks using Multi-Objective Particle Swarm Optimization, International Conference on Sustainable Information Engineering and Technology, Malang, Indonesia, pp. 103–110. Scopus
  4. Dewi, C, Mahmudy, WF, Arisoesilaningsih, E, Solimun (2022, 16-18 June), Performance of Information Gain and PCA Feature Selection for Determining Ripen Susu Banana Fruits, IEEE International Conference on Cybernetics and Computational Intelligence, Malang, pp. 323-328. Scopus
  5. Amron, K, Kusumawinahyu, WM, Anam, S, Mahmudy, WF (2022, 27-28 May), Fault-Tolerant and Minimum Communication Cost Wireless Sensor Networks Using Modified Genetic Algorithm, The 5th International Conference on Science, Makassar, Indonesia, pp. -.
  6. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (2021, 28-29 October), Identification of Significant Gene Expression in Liver Cancer-Induced HBx Virus Using Enhanced Machine Learning Method, 6th Future Technologies Conference, FTC, Virtual, pp. 588–606. Publish in Lecture Notes in Networks and Systems, Vol 359, 2022. Scopus
  7. Dewi, C, Mahmudy, WF, Arisoesilaningsih, E, Solimun (2021, 13-14 October), Identifying of unripe ambon and hijau banana fruits using computer vision and extreme learning machine classifier, International Conference on Agriculture and Bioindustry , Banda Aceh, Indonesia, pp. 1-9. Publish in IOP Conf. Series: Earth and Environmental Science 951 (2022) 012031. Scopus
  8. Hutamaputra, W, Mawarni, M, Krisnabayu, RY, Mahmudy, WF (2021, 13-14 September), Detection of Coronary Heart Disease Using Modified K-NN Method with Recursive Feature Elimination, International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 146–150. Scopus
  9. Dewi, C, Mahmudy, WF, Arisoesilaningsih, E, Solimun (2021, 13-14 September), Review of Non-Destructive Banana Ripeness Identification Using Imagery Data, International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 348–354. Scopus
  10. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (2020, 10-11 December), Prediction of Liver Cancer Based on DNA Sequence Using Ensemble Method, 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, pp. 37-41. Scopus
  11. Dewi, C, Mahmudy, WF, Arifando, R, Arbawa, YK, Ahmadie, BL (2020, 16-17 November), Improve performance of extreme learning machine in classification of patchouli varieties with imbalanced class, Proceedings of the 5th International Conference on Sustainable Information Engineering and Technology, Malang, Indonesia, pp. 16-22. Scopus
  12. Istanto, R S H, Mahmudy, WF, Bachtiar, FA (2020, 16-17 November), Detection of online review spam: a literature review, Proceedings of the 5th International Conference on Sustainable Information Engineering and Technology, Malang, Indonesia, pp. 57–63. Scopus
  13. Widodo, AW, Yuliastuti, GE, Rizki, AM, Mahmudy, WF (2020, 16-17 November), An efficient adaptive neuro fuzzy inference system for product demand forecasting, Proceedings of the 5th International Conference on Sustainable Information Engineering and Technology, Malang, Indonesia, pp. 90–94. Scopus
  14. Amron, K, Kusumawinahyu, WM, Anam, S, Mahmudy, WF (2020, 16-17 November), Relay nodes placement for optimal coverage, connectivity, and communication of wireless sensor networks: a PSO-based multi-objective optimization research idea, Proceedings of the 5th International Conference on Sustainable Information Engineering and Technology, Malang, Indonesia, pp. 177–182. Scopus
  15. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (2020, 9 March), Improving accuracy for prediction of hepatocellular carcinoma using stacking method of support vector machine, Innovations in Information and Communication Science and Technology (IICST), Malang, Indonesia, pp. 41-50.
  16. Muflikhah, L, Widodo, Mahmudy, WF, Solimun (2019, 20-21 December), DNA Sequence of Hepatitis B Virus Clustering Using Hierarchical k-Means Algorithm, IEEE 6th International Conference on Engineering Technologies and Applied Sciences (ICETAS), Kuala Lumpur, Malaysia, pp. 1-4. Scopus
  17. Izzah, A, Mahmudy, WF, Bachtiar, FA, Cinderatama, T, Sari, YA (2019, 5-6 December), Convergence Analysis in Swarm Intelligence for City Tour Optimization, International Seminar on Research of Information Technology and Intelligent Systems, Yogyakarta, pp. 109-113. Scopus
  18. Wahyuni, I, Wibowo, FL, Rahman, F, Mahmudy, WF, Iriany, A (2019, 13-15 November ), Design and Implementation of Automatic Weather Station using MQTT Protocol, International Conference on Cyber Physical, Computer and Automation Systems, CPCAS, Bali, Indonesia, pp. 181-195. Publish in Advances in Intelligent Systems and Computing, Vol 1291 AISC, 2021. Scopus
  19. Wahyuni, I, Adipraja, PFE, Mahmudy, WF, Iriany, A (2019, 13-15 November ), Rainfall Prediction in Tengger Indonesia: A System Dynamics Approach, International Conference on Cyber Physical, Computer and Automation Systems, CPCAS, Bali, Indonesia, pp. 181-195. Publish in Advances in Intelligent Systems and Computing, Vol 1291 AISC, 2021. Scopus
  20. Sari, NR, Mahmudy, WF, Wibawa, AP, Santika, GD (2019, 16-17 October), Weight Optimization of The Neural Fuzzy System (NFS) Using Genetic Algorithm for Forecasting’, International Conference on Computer Science, Information Technology, and Electrical Engineering (ICOMITEE), Jember, Indonesia, pp. 175-182. Scopus
  21. Rikatsih, N, Ansori, M, Mahmudy, WF, Syafrial (2019, 28 September), Performance Comparison of Genetic Algorithm and Particle Swarm Optimization in Solving Product Storage Optimization, International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 16-21. Scopus
  22. Ridok, A, Widodo, N, Mahmudy, WF, Rifai, M (2019, 28 September), FC- SVM: DNA Binding Proteins Prediction with Average Blocks (AB) Descriptors Using SVM with FC Feature Selection, International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 22-27. Scopus
  23. Ahmadie, BL, Luqyana, WA, Mahmudy, WF, Arifando, R (2019, 28 September), Milkfish Feed Optimization Using Adaptive Particle Swarm Optimization (PSO) Algorithm, International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 28-32. Scopus
  24. Mar’i, F, Mahmudy, WF, Santoso, PB (2019, 28 September), Hybrid Particle Swarm Optimization and Simulated Annealing for Capacitated Vehicle Routing Problem, International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 66-71. Scopus
  25. Rahayudi, B, Widodo, AW, Dewi, C, Rahman, MA, Mahmudy, WF, 2019 (2019, 28 September), Design Spatial-based Information System Using Flexible Field-Value Database, International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 100-103. Scopus
  26. Anshori, M, Mar’i, F, Alauddin, MW, Mahmudy, WF (2019, 28 September), Prediction of Forest Fire using Neural Network based on Extreme Learning Machines (ELM), International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 301-305. Scopus
  27. Arifando, R, Yulianto, F, Mahmudy, WF, Sander, B (2019, 28 September), Hybrid Genetic Algorithm & Learning Vector Quantization for Classification of Social Assistance Recipients, International Conference on Sustainable Information Engineering and Technology (SIET), Senggigi, Indonesia, pp. 316-321. Scopus
  28. Wijayaningrum, VN, Mahmudy, WF, Natsir, MH (2018, 10-12 November), Improved Simulated Annealing for Poultry Feed Formulation, International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 33-37. Scopus
  29. Christyawan, TY, Rodi, R, Haris, MS, Mahmudy, WF (2018, 10-12 November), Optimization of Fuzzy Time Series Interval Length Using Modified Genetic Algorithm for Forecasting, International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 60-65. Scopus
  30. Rikatsih, N, Mahmudy, WF (2018, 10-12 November), Adaptive Genetic Algorithm Based on Crossover and Mutation Method for Optimization of Poultry Feed Composition, International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 110-114. Scopus
  31. Jauhari, F, Mahmudy, WF, Basuki, A (2018, 10-12 November), Multi-Objective Optimization For Proportional Tuition Fees Assessment Using Non-Dominated Sorting Genetic Algorithm II (NSGA II), International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 292-297. Scopus
  32. Christyawan, TY, Mahmudy, WF (2018, 10-12 November), Text Classification and Visualization on News Title Using Self Organizing Map, International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, pp. 332-336. Scopus
  33. Ridok, A, Mahmudy, WF, Rifai, M (2017, 21-23 December), An Improved Artificial Immune Recognition System with Fast Correlation Based Filter (FCBF) for Feature Selection, International Conference on Image Information Processing, Himachal Pradesh, India, pp. 464-469. Scopus
  34. Febrita, RE, Mahmudy, WF (2017, 24-25 November), Modified Genetic Algorithm for High School Time-Table Scheduling with Fuzzy Time Window, International Conference on Sustainable Information Engineering and Technology (SIET), Batu, Indonesia, pp. 88-92. Scopus
  35. Wahyuni, I, Adam, NR, Mahmudy, WF, Iriany, A (2017, 24-25 November), Modeling Backpropagation Neural Network for Rainfall Prediction in Tengger East Java, International Conference on Sustainable Information Engineering and Technology (SIET), Batu, Indonesia, pp. 170-175. Scopus
  36. Fajri, DMN, Saragih, TH, Hamdianah, Mahmudy, WF, Anggodo, YP (2017, 24-25 November), Optimized Fuzzy Neural Network for Jatropha Curcas Plant Disease Identification, International Conference on Sustainable Information Engineering and Technology (SIET), Batu, Indonesia, pp. 297-304. Scopus
  37. Saragih, TH, Fajri, DMN, Hamdianah, A, Mahmudy, WF, Anggodo, YP (2017, 24-25 November), Jatropha Curcas Disease Identification Using Fuzzy Neural Network, International Conference on Sustainable Information Engineering and Technology (SIET), Batu, Indonesia, pp. 305-309. Scopus
  38. Sihananto, AN, Burhan, MS, Soebroto, AA, Mahmudy, WF, Ramdani, F, Luthfi, A, Hartanto (2017, 24-25 November), Drought Forecasting Using ANFIS on Tuban Regency, Indonesia, International Conference on Sustainable Information Engineering and Technology (SIET), Batu, Indonesia, pp. 316-320. Scopus
  39. Fajri, DMN, Mahmudy, WF, Anggodo, YP (2017, 28-29 October), Optimization of FIS Tsukamoto using Particle Swarm Optimization for Dental Disease Identification, International Conference on Advanced Computer Science and Information Systems (ICACSIS), Jakarta, Indonesia, pp. 261-267. Scopus
  40. Fatyanosa, TN, Alfarisy, GAF, Soebroto, AA, Mahmudy, WF, Ramdani, F (2017, 28-29 October), Extracting Fuzzy Rules and Parameters Using Particle Swarm Optimization for Rainfall Forecasting, International Conference on Advanced Computer Science and Information Systems (ICACSIS), Jakarta, Indonesia, pp. 339-344. Scopus
  41. Saragih, TH, Mahmudy, WF, Anggodo, YP (2017, 28-29 October), Genetic Algorithm for Optimizing FIS Tsukamoto for Dental Disease Identification, International Conference on Advanced Computer Science and Information Systems (ICACSIS), Jakarta, Indonesia, pp. 345-349. Scopus
  42. Febrita, RE, Alfiyatin, AN, Taufiq, H, Mahmudy, WF (2017, 28-29 October), Data-driven Fuzzy Rule Extraction for Housing Price Prediction in Malang, East Java, International Conference on Advanced Computer Science and Information Systems (ICACSIS), Jakarta, Indonesia, pp. 351-358. Scopus
  43. Sari, NR, Wibawa, AP, Mahmudy, WF (2017, 6-8 October), Comparison of ANFIS and NFS on Inflation Rate Forecasting, The 5th International Conference on Electrical, Electronics, and Information Engineering, Malang, Indonesia, pp. 123-130. Scopus
  44. Fatyanosa, TN, Mahmudy, WF (2016, 17 October), Implementation of Real Coded Genetic Fuzzy System for Rainfall Forecasting, International Conference on Sustainable Information Engineering and Technology (SIET), Universitas Brawijaya, Malang, Indonesia, pp. 24-33.
  45. Putri, MA, Mahmudy, WF (2016, 15-16 October), Optimization Of Analytic Hierarchy Process Using Genetic Algorithm for Selecting Tutoring Agencies In Kampung Inggris Pare, International Conference on Advanced Computer Sciece and Information Systems (ICACSIS), Universitas Brawijaya, Malang, Indonesia, pp. 227-232. Scopus
  46. Wahyuni, I, Mahmudy, WF, Iriany, A (2016, 23-24 August), Rainfall Prediction in Tengger Region Indonesia using Tsukamoto Fuzzy Inference System, International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Yogyakarta, Indonesia, pp. 130-135. Scopus
  47. Iriany, A, Mahmudy, WF, Sulistyono, AD, Nisak, SC (2015, 21-22 August), GSTAR-SUR Model for Rainfall Forecasting in Tengger Region, East Java, 1st International Conference on Pure and Applied Research, University Muhammadiyah Malang, Indonesia, pp. 1-5.
  48. Mahmudy, WF (2014, 22–23 October), Solving flexible job-shop scheduling problem using improved real coded genetic algorithms, International Conference on Science and Technology for Sustainability, Batam, Indonesia, pp. 181-188.
  49. Wibawa, AP, Nafalski, A, Mahmudy, WF (2013, 3-4 December), Javanese speech levels machine translation: improved parallel text alignment based on impossible pair limitation, IEEE International Conference on Computational Intelligence and Cybernetics, Yogyakarta, Indonesia, pp. 16-20. Scopus
  50. Mahmudy, WF, Marian, R M, Luong, LHS (2013, 3-4 December), Hybrid genetic algorithms for multi-period part type selection and machine loading problems in flexible manufacturing system, IEEE International Conference on Computational Intelligence and Cybernetics, Yogyakarta, Indonesia, pp. 126-130. Scopus
  51. Mahmudy, WF, Marian, R M, Luong, LHS (2013, 31 January – 1 February), 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, 5th International Conference on Knowledge and Smart Technology (KST), Chonburi, Thailand, pp. 75-80.
  52. Mahmudy, WF, Marian, R M, Luong, LHS (2013, 31 January – 1 February), Optimization of part type selection and loading problem with alternative production plans in flexible manufacturing system using hybrid genetic algorithms – Part 2: genetic operators & results, 5th International Conference on Knowledge and Smart Technology (KST), Chonburi, Thailand, pp. 81-85.
  53. Mahmudy, WF, Marian, R M, Luong, LHS (2012, 12-14 September), Solving part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms – Part I: modeling, International Conference on Control_, Automation and Robotics, Singapore, pp. 1922-1928.
  54. Mahmudy, WF, Marian, R M, Luong, LHS (2012, 12-14 September), Solving part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms – Part II: optimization, International Conference on Control_, Automation and Robotics, Singapore, pp. 1929-1933.
  55. Wibawa, AP, Nafalski, A, Murray, N, Mahmudy, WF (2012, 12-14 September), Edit distance algorithm to increase storage efficiency of Javanese corpora, International Conference on Computer, Electrical, and System Sciences and Engineering, Singapore, pp. 1035-1039.