All Stories

  1. Decoding brain tumor insights: Evaluating CAM variants with 3D U-Net for segmentation

    Article • Communications in Science and Technology, December 2024, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  2. Robust Object Selection in Spontaneous Gaze-Controlled Application Using Exponential Moving Average and Hidden Markov Model

    Article • IEEE Transactions on Human-Machine Systems, October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  3. Block-based optimization for enhancing reversible watermarking using reduce difference expansion

    Article • Communications in Science and Technology, July 2024, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  4. Competency Framework in Higher Education: A Bibliometric Analysis from 2000 to 2023

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

    Noor Akhmad Setiawan

  5. Enhancing EEG-Based Emotion Recognition Using Asymmetric Windowing Recurrence Plots

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  6. A systematic review of breast cancer detection on thermal images

    Article • Communications in Science and Technology, December 2023, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  7. Asymmetric Windowing Recurrence Plots on Input Formulation for Human Emotion Recognition

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  8. Asymmetric Windowing Recurrence Plots on Input Formulation for Human Emotion Recognition

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  9. Mapping Research Themes and Future Directions in Learning Style Detection Research: A Bibliometric and Content Analysis

    Article • The Electronic Journal of e-Learning, September 2023, Academic Conferences and Publishing International - ACPIL

    Noor Akhmad Setiawan

  10. Phase Lag Index of Visual-Memory Processing EEG for Computer-Aided AUD Diagnosis

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

    Noor Akhmad Setiawan

  11. User identification using smartphone activity data

    Article • January 2023, American Institute of Physics

    Noor Akhmad Setiawan

  12. An Advanced Data Augmentation Scheme on Limited EEG Signals for Human Emotion Recognition

    Article • January 2023, Springer Science + Business Media

    Noor Akhmad Setiawan

  13. An Approach to Assess the 500 kV Insulator String Condition Using Ultraviolet Imager

    Article • Applied Sciences, November 2022, MDPI AG

    Noor Akhmad Setiawan

  14. Hybrid Filtering Algorithm in Event Manager Partner Recommendation System

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

    Noor Akhmad Setiawan

  15. Data Mining Algorithms for Operating Pressure Forecasting of Crude Oil Distribution Pipelines to Identify Potential Blockages

    Article • Machine Learning and Knowledge Extraction, July 2022, MDPI AG

    Noor Akhmad Setiawan

  16. Forecasting Oil Production Flowrate Based on an Improved Backpropagation High-Order Neural Network with Empirical Mode Decomposition

    Article • Processes, June 2022, MDPI AG

    Noor Akhmad Setiawan

  17. Rough-Set-Theory-Based Classification with Optimized k-Means Discretization

    Article • Technologies, April 2022, MDPI AG

    Noor Akhmad Setiawan

  18. Arrhythmia’s ECG signal classification

    Article • Journal of Intelligent & Fuzzy Systems, January 2022, IOS Press

    Noor Akhmad Setiawan

  19. Confirmation of Personality Types Using Visual Evoked Potential with User Interface Design Stimulus

    Article • Journal of Computer Science, November 2021, Science Publications

    Noor Akhmad Setiawan

  20. Comparison on Classification of the Holy Quran Verses using MFCC and RQA

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

    Noor Akhmad Setiawan

  21. Mitigation of Insulator Ultraviolet Emission Measurement Errors Using Facular Area

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  22. Prediction of Lubricant Service Life Using Data Mining to Improve Reliability of Water Injection Pumps in Crude Oil Production Facility

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  23. DGA-Based Early Transformer Fault Detection using GA-Optimized ANN

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  24. Improving Multi-Class Motor Imagery EEG Signals Classification Using Ensemble Learning Method

    Article • August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  25. Butterfly Image Classification Using Convolutional Neural Network (CNN)

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  26. A review on smartphone usage data for user identification and user profiling

    Article • Communications in Science and Technology, July 2021, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  27. Serendipity Identification Using Distance-Based Approach

    Article • IJITEE (International Journal of Information Technology and Electrical Engineering), June 2021, Universitas Gadjah Mada

    Noor Akhmad Setiawan

  28. Multiclass Classification of Brain-Computer Interface Motor Imagery System: A Systematic Literature Review

    Article • April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  29. Logistic Regression based Feature Selection and Two-Stage Detection for EEG based Motor Imagery Classification

    Article • International Journal of Intelligent Engineering and Systems, February 2021, The Intelligent Networks and Systems Society

    Noor Akhmad Setiawan

  30. Cervical single cell of squamous intraepithelial lesion classification using shape features and extreme learning machine

    Article • Journal of Physics Conference Series, February 2021, Institute of Physics Publishing

    Noor Akhmad Setiawan

  31. Insects identification with convolutional neural network technique in the sweet corn field

    Article • IOP Conference Series Earth and Environmental Science, February 2021, Institute of Physics Publishing

    Noor Akhmad Setiawan

  32. Improving multi-class EEG-motor imagery classification using two-stage detection on one-versus-one approach

    Article • Communications in Science and Technology, December 2020, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  33. Fast Ellipse Fitting Implementation on USG Mobile Telehealth Application

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  34. A Survey of Event Detection Methods for Eye Movements Classification in Smooth-Pursuit-Based Interactive Applications

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  35. FORTEI-ICEE 2020 Commentary

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  36. General Chair

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  37. Severity Level of An Insulator in Polluted and Dry Conditions Based on Ultraviolet Emission

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  38. Generation of Synthetic Continuous Numerical Data Using Generative Adversarial Networks

    Article • Journal of Physics Conference Series, July 2020, Institute of Physics Publishing

    Noor Akhmad Setiawan

  39. Spontaneous Gaze Gesture Interaction in the Presence of Noises and Various Types of Eye Movements

    Article • June 2020, ACM (Association for Computing Machinery)

    Noor Akhmad Setiawan

  40. Enhanced Graph Transforming V2 Algorithm for Non-Simple Graph in Big Data Pre-Processing

    Article • IEEE Transactions on Knowledge and Data Engineering, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  41. Improving normalization method of higher-order neural network in the forecasting of oil production

    Article • E3S Web of Conferences, January 2020, EDP Sciences

    Noor Akhmad Setiawan

  42. Machine learning algorithm for improving performance on 3 AQ-screening classification

    Article • Communications in Science and Technology, December 2019, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  43. A Wrapper Feature Selection Based on Ensemble Learning Algorithm for High Dimensional Data

    Article • International Journal of Advanced Trends in Computer Science and Engineering, December 2019, The World Academy of Research in Science and Engineering

    Noor Akhmad Setiawan

  44. A Study on Signal Complexity Measurement for Epileptic Seizure Detection

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  45. An Effective Quantum Inspired Genetic Algorithm for Continuous Multiobjective Optimization

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  46. Audiosonic Acoustic Detection of Air Corona Discharge based on Fast Fourier Transform

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  47. Improving Deep Learning Classifier for Fetus Hypoxia Detection in Cardiotocography Signal

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  48. Development and evaluation of adaptive metacognitive scaffolding for algorithm-learning system

    Article • IET Software, August 2019, the Institution of Engineering and Technology (the IET)

    Indriana Hidayah, Noor Akhmad Setiawan

  49. A Comparative Analysis of Tree-based Machine Learning Algorithms for Breast Cancer Detection

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  50. A Survey of Signal Processing Filters, Calibration, and Interactive Applications based on Smooth Pursuit Eye Movement

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  51. Analytical Incremental Learning for Power Transformer Incipient Fault Diagnosis Based on Dissolved Gas Analysis

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  52. Comparative Analysis of Signal Denoising Methods for Object Selection in Gaze-Based Interactive Applications

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  53. Performance Enhancement of Complete Ensemble Empirical Mode Decomposition (CEEMD) - Independent Component Analysis (ICA) In Ocular Artifact Removal

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  54. Question Classification on Question-Answer System using Bidirectional-LSTM

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  55. Identification of plasmodium falciparum and plasmodium vivax on digital image of thin blood films gf

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

    Noor Akhmad Setiawan

  56. Leak detection optimisation on retina fluorescein angiography images using phase stretch transform for malaria retinopathy

    Article • Communications in Science and Technology, December 2018, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  57. Wart treatment method selection using AdaBoost with random forests as a weak learner

    Article • Communications in Science and Technology, December 2018, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  58. Random Forest Weighting based Feature Selection for C4.5 Algorithm on Wart Treatment Selection Method

    Article • International Journal on Advanced Science Engineering and Information Technology, October 2018, Insight Society

    Noor Akhmad Setiawan

  59. Narrow Window Feature Extraction for EEG-Motor Imagery Classification using k-NN and Voting Scheme

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

    Noor Akhmad Setiawan

  60. Developing Multiple Nested Schema to Reduce Data Redundancy in CONoSQLDB Schema

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

    Noor Akhmad Setiawan

  61. EEG Motor Imagery Signal Classification Using Firefly Support Vector Machine

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

    Dr.Eng. Sunu Wibirama, Noor Akhmad Setiawan

  62. Robust Pupil Localization Algorithm Based on Circular Hough Transform for Extreme Pupil Occlusion

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

    Dr.Eng. Sunu Wibirama, Noor Akhmad Setiawan

  63. Performance Improvement of C4.5 Algorithm using Difference Values Nodes in Decision Tree

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

    Noor Akhmad Setiawan

  64. User-Centered Design on Metacognitive Training System: A Case in Algorithm and Data Structure Course

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

    Noor Akhmad Setiawan

  65. The role of red dragon fruit peel (Hylocereus polyrhizus) to improvement blood lipid levels of hyperlipidaemia male mice

    Article • Journal of Physics Conference Series, May 2018, Institute of Physics Publishing

    Noor Akhmad Setiawan

  66. Leaves image synthesis using generative adversarial networks with regularization improvement

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

    Noor Akhmad Setiawan

  67. Enhancing student clustering to generate adaptive metacognitive instructions in learning system for vocational high school

    Article • International Journal of Innovation and Learning, January 2018, Inderscience Publishers

    Noor Akhmad Setiawan

  68. Applying rough set theory for filtering large number of coronary artery disease (CAD) rules

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

    Noor Akhmad Setiawan

  69. Removing ocular artefacts in EEG signals by using combination of complete EEMD (CEEMD) — Independent Component Analysis (ICA) based outlier data

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

    Noor Akhmad Setiawan

  70. R-peaks detection method for classifying arrhythmia disorder

    Article • Journal of the Medical Sciences (Berkala Ilmu Kedokteran), October 2017, Universitas Gadjah Mada

    Noor Akhmad Setiawan

  71. Channel selection for common spatial pattern Based on energy calculation of motor imagery EEG signal

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

    Noor Akhmad Setiawan

  72. Gender recognition using PCA and LDA with improve preprocessing and classification technique

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

    Dr.Eng. Sunu Wibirama, Noor Akhmad Setiawan

  73. User interface design for android-based family genealogy social media

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

    Dr.Eng. Sunu Wibirama, Noor Akhmad Setiawan

  74. Comparison of Distributed K-Means and Distributed Fuzzy C-Means Algorithms for Text Clustering

    Article • Communications in Science and Technology, May 2017, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  75. Enhanced Graph Transforming Algorithm to solve transitive dependency between vertices

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

    Noor Akhmad Setiawan

  76. Classification of Human Concentration in EEG Signals Using Hilbert Huang Transform

    Article • International Journal of Simulation Systems Science & Technology, March 2017, UK Simulation Society

    Noor Akhmad Setiawan

  77. The Design of Spatial Selection Using CUR Decomposition to Improve Common Spatial Pattern for Multi-trial EEG Classification

    Article • January 2017, Springer Science + Business Media

    Noor Akhmad Setiawan

  78. Fuzzy Decision Support System for Coronary Artery Disease Diagnosis Based on Rough Set Theory

    Article • January 2017, IGI Global

    Noor Akhmad Setiawan

  79. Internal content classification of ultrasound thyroid nodules based on textural features

    Article • Communications in Science and Technology, November 2016, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  80. Interval type-2 fuzzy logic system for diagnosis coronary artery disease

    Article • Communications in Science and Technology, November 2016, Komunitas Ilmuwan dan Profesional Muslim Indonesia (KIPMI)

    Noor Akhmad Setiawan

  81. Real-time traffic classification with Twitter data mining

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

    Dr.Eng. Sunu Wibirama, Noor Akhmad Setiawan

  82. Implementation of scalable K-Means++ clustering for passengers temporal pattern analysis in public transportation system (BRT Trans Jogja case study)

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

    Noor Akhmad Setiawan

  83. Rule extraction for fuzzy expert system to diagnose Coronary artery disease

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

    Noor Akhmad Setiawan

  84. Cosine similarity to determine similarity measure: Study case in online essay assessment

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

    Noor Akhmad Setiawan

  85. Evaluation function effectiveness in Wireless Sensor Network routing using A-star algorithm

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

    Noor Akhmad Setiawan

  86. Work in progress: Application of unsupervised learning method toward student's metacognition assessment

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

    Noor Akhmad Setiawan

  87. Analytical Incremental Learning: Fast Constructive Learning Method for Neural Network

    Article • January 2016, Springer Science + Business Media

    Dr. Kitsuchart Pasupa, Noor Akhmad Setiawan

  88. Cascade neural network for predicting epitope on P24 HIV-1

    Article • January 2016, American Institute of Physics

    Noor Akhmad Setiawan

  89. Effective method for circle detection based on transformation of chain code direction

    Article • January 2016, American Institute of Physics

    Noor Akhmad Setiawan

  90. Segmentation of Plasmodium vivax phase on digital microscopic images of thin blood films using colour channel combination and Otsu method

    Article • January 2016, American Institute of Physics

    Noor Akhmad Setiawan

  91. Analysis of Digital Image Using Pyramidal Gaussian Method to Detect Pavement Crack

    Article • Advanced Science Letters, November 2015, American Scientific Publishers

    Noor Akhmad Setiawan

  92. Automated segmentation of optic disc area using mathematical morphology and active contour

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr.Eng. Sunu Wibirama, Noor Akhmad Setiawan

  93. Comparison analysis of data mining methodology and student performance improvement influence factors in small data set

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  94. Performance evaluation of combined feature selection and classification methods in diagnosing parkinson disease based on voice feature

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  95. Recurrent neural network language model for English-Indonesian Machine Translation: Experimental study

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  96. A comparison of classification methods on diagnosis of thyroid diseases

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  97. Optimization of neural network using genetic algorithm in forecasting third party funds bank

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  98. The classification of fetus gender on ultrasound images using learning vector quantization (LVQ)

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  99. Benchmarking of feature selection techniques for coronary artery disease diagnosis

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  100. Contrast measurement for no-reference retinal image quality assessment

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  101. Breast cancer diagnosis improvement using feature selection

    Article • April 2014, WITPRESS LTD.

    Noor Akhmad Setiawan

  102. Fuzzy Decision Support System for Coronary Artery Disease Diagnosis Based on Rough Set Theory

    Article • International Journal of Rough Sets and Data Analysis, January 2014, IGI Global

    Noor Akhmad Setiawan

  103. Electric vehicle battery dynamics modelling using support vector machine

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

    Noor Akhmad Setiawan

  104. Comparative study of attribute reduction on arrhythmia classification dataset

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

    Noor Akhmad Setiawan

  105. Adaptive Dynamic Path Planning Algorithm for Interception of a Moving Target

    Article • International Journal of Mobile Computing and Multimedia Communications, July 2013, IGI Global

    Noor Akhmad Setiawan

  106. UAV Dynamic Path Planning for Intercepting of a Moving Target: A Review

    Article • January 2013, Springer Science + Business Media

    Noor Akhmad Setiawan

  107. Power transformer incipient faults diagnosis using Dissolved Gas Analysis and Rough Set

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  108. The development of 3D curve dynamic path planning simulation in cluttered environment

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  109. Performance analysis of combined algorithms for hybridization in mammography

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  110. Dynamic uav path planning for moving target intercept in 3D

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  111. A knowledge discovery from incomplete coronary artery disease datasets using rough set

    Article • International Journal of Medical Engineering and Informatics, January 2011, Inderscience Publishers

    Noor Akhmad Setiawan

  112. Missing Attribute Value Prediction Based on Artificial Neural Network and Rough Set Theory

    Article • May 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan

  113. Missing data estimation on heart disease using Artificial Neural Network and Rough Set Theory

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Noor Akhmad Setiawan