CV

Dr. Ir. Noor Akhmad Setiawan

(Ir. Noor Akhmad Setiawan, S.T., M.T., Ph.D., IPM.)

Google Scholar Profile: http://scholar.google.com/citations?user=dvwTk_IAAAAJ

Scopus ID: 54791547600

ORCID: 0000-0002-5631-1073

Researcher ID: C-3262-2019

 

Education

Universitas Gadjah Mada, Indonesia.

Professional Engineer (Ir.) in Electrical Engineering, November 2018

Universiti Teknologi PETRONAS, Malaysia.

Ph.D. (Dr.) in Electrical and Electronics Engineering, August 2009. Thesis: “Diagnosis of Coronary Artery Disease Using Artificial Intelligence Based Decision Support System”.

Universitas Gadjah Mada, Indonesia.

M.Eng. (M.T.) in Electrical Engineering, November 2003. Thesis: “Artificial Neural Network Application for Power Transformer Incipient Faults Diagnosis”.

Universitas Gadjah Mada, Indonesia.

B.Eng. (S.T.) in Electrical Engineering, July 1998. Thesis: “Distribution of Transient Voltages on Apparatus for Different Types of Circuit Breakers”.

Al-Madinah International University, Malaysia.

Matriculation Course of Master in Da’wah,  September 2010-February 2011. 

Master  in Da’wah,  February 2011 – September 2013, not completed.

Messenger of Peace Academy

Certificate,  August 2016 – March 2017.

Certification

Senior Professional Engineer / Insinyur Profesional Madya (IPM), Persatuan Insinyur Indonesia.

Awards

IEEE Indonesia Section Journal Paper Award 2018-2019.

Outstanding Contribution in Reviewing, The Editors of COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, Elsevier, Amsterdam, The Netherlands, 2018.

Second Best,  The Best Chair of Study Program  in  Universitas Gadjah Mada 2015.

Outstanding Contribution in Reviewing, The Editors of COMPUTERS IN BIOLOGY AND MEDICINE, Elsevier, Amsterdam, The Netherlands, 2015.

Q-Journal Paper Award 2014 Telkom Indonesia, as the Most Popular Paper, Category: Lecturer. 2014, Jakarta-Indonesia, Title:
“Expert System Using Rough Set Method and Fuzzy Logic for Power Transformer Incipient Fault Diagnosis Based on DGA”.

Gold Medal from Idea Inventions New Products – Ideen Erfindungen Neuheiten (iENA), 2009,  Nuremberg-Germany, Title:

“CADBE – Coronary Artery Disease Accurate Blockage Estimator”.

Gold Medal from  International Invention, Innovation and Technology Exhibition (ITEX), 2009, at KL-Malaysia, Title:

“CAD Blocks Estimator”.

Gold Medal and Silver Medal for different category  from Invention & New Product Exposition (INPEX), 2008, Pittsburgh-USA, Title:

“Fuzzy DSS to Diagnose Heart Problem by RST”.

Silver Medal from International Invention, Innovation and Technology Exhibition (ITEX), 2008, KL-Malaysia, Title:

“Fuzzy Decision Support System to Diagnose Heart Problem by RST (CAD-RFDSS)”.

Work Experience

Universitas Gadjah Mada, Indonesia.

Associate Professor, Department of Electrical and Information Engineering (2023 – present)

Technical Manager High Voltage Engineering Laboratory, Department of Electrical and Information Engineering (2019 – present).

Assistant Professor, Department of Electrical and Information Engineering (2007 – 2023)

Head of High Voltage Engineering Laboratory, Department of Electrical and Information Engineering (2019 – 2022).

Chair of Program, Bachelor of Biomedical Engineering, Department of Electrical and Information Engineering (2019 – 2020)

Vice Chair of Program, Master of Information Engineering, Department of Electrical and Information Engineering  (2016 – 2019)

Chair of Program, Bachelor of Information Engineering, Department of Electrical and Information Engineering (2013 – 2015)

Lecturer, Department of Electrical Engineering. (1999 – 2007)

Chair of Diploma Program, Department of Electrical Engineering. (2004 – 2006)

Head of Information Technology Laboratory, Diploma Program, Department of Electrical Engineering. (2003 – 2006)

Universiti Teknologi Malaysia, Malaysia.

Postdoctoral Researcher at Centre of Artificial Intelligence and Robotics, November 2011 – March 2012.

Universiti Teknologi PETRONAS, Malaysia.

Graduate Assistant at Department of Electrical and Electronics Engineering, January 2006 – July 2009.

Other Academic Activities

Postgraduate External Examiner

PhD external examiner – Universiti Teknologi PETRONAS (2021)

PhD external examiner – LaTrobe University, Australia – (2020)

PhD external examiner – Anna University, India – (2014)

Doctorate Degree external examiner – Institut Teknologi Sepuluh Nopember, Indonesia – (2017 and 2019)

Doctorate Degree external examiner – Universitas Gunadarma, Indonesia – (2015 and 2017)

Conference Committee

Program Committee Member – Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023)

Advisory Board Member –International Conference On Biomedical Engineering (iBioMed 2016, iBioMed 2018, iBioMed 2020, iBioMed 2022)

Special Session Co-chairs – International Conference on Neural Information Processing (ICONIP 2021)

Program Committee Member – International Conference on Informatics and Computational Sciences (ICICoS 2021)

Program Committee Member – Bioinformatics – International Conference on Bioinformatics Models, Methods and Algorithms (2017, 2018, 2019, 2020)

Program Committee Member – The International Conference on Deep Learning and Machine Learning in Emerging Applications (2019)

Advisory Board Member – International Conference on Information Technology and Electrical Engineering (ICITEE 2016, ICITEE 2018)

Conference Organizing Committee – International Conference on Information Technology and Electrical Engineering (ICITEE 2014, ICITEE 2015)

Conference  TPC Co-Chair – International Conference on Information Technology and Electrical Engineering (ICITEE 2013)

Journal Editorial

Associate Editor:

Communication in Science and Technology (CST) – KIPMI (2016-present)

International Journal of Business Intelligence and Data Mining – Inderscience Publishers (2016-2021)

Editorial Review Board:

International Journal of Rough Sets and Data Analysis (IJRSDA) – IGI-Global (2014-present)

Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI) – (2012-present)

IJITEE (International Journal of Information Technology and Electrical Engineering) – (2017-2022)

Evaluator and Assessor

BAN-PT (Badan Akreditasi Nasional Perguruan Tinggi) – (2014 – present)

IABEE (Indonesian Accreditation Board for Engineering Education) – (2018 – present)

LAM Teknik (Lembaga Akreditasi Mandiri Program Studi Keteknikan) – (2022 – present)

LAM Infokom (Lembaga Akreditasi Mandiri Program Studi Informatika dan Komputer) – (2022 -present)

Technical Committee

Technical Committee on Soft Computing IEEE Systems, Man & Cybernetics Society – Member (2013-present)

Organizing Committee

Badan Kejuruan Teknik Biomedis PII – Vice Chair II (2022 – present)

APTIKOM Daerah Istimewa Yogyakarta – Chair (2022-present)

LAM Teknik – Executive Committee Member (2020-present)

LAM Infokom – Executive Board Member (2020-present)

IEEE Systems, Man, and Cybernetics Indonesia Chapter – Treasurer (2019-present)

KIPMI, Komunitas Ilmuwan dan Profesional Muslim Indonesia, Member – Advisory Board Chair (2015-present)

APTIKOM  – Committee Member (2018-present)

FORTEI – Committee Member (2019-present)

IndoCEISS – Committee Member (2021-present)

IEEE Indonesia Section – Secretary (2019-2020)

Society Memberships

Sigma Xi, The Scientific Research Honor Society, Member.

IRSS, International Rough Set Society, Individual Member.

IAENG, International Association of Engineers, Member.

IAENG Society of Artificial Intelligence, Member.

IEEE, Institute of Electrical and Electronics Engineers, Member.

IEEE Systems, Man & Cybernetics Society, Member.

IEEE Computational Intelligence Society, Member.

IEEE Engineering in Medicine and Biology Society, Member.

ACM, Association for Computing Machinery, Member.

ACM Special Interest Group on Artificial Intelligence, Member.

INSTICC, Institute for Systems and Technologies of Information, Control and Communication, Member.

PII, Persatuan Insinyur Indonesia, Member.

APTIKOM, Asosiasi Pendidikan Tinggi Informatika dan Ilmu Komputer, Member.

FORTEI, Forum Pendidikan Tinggi Teknik Elektro Indonesia, Member.

KIPMI, Komunitas Ilmuwan dan Profesional Muslim Indonesia, Member.

IndoCEISS, Indonesian Computer, Electronics, and Instrumentation Support Society, Member.

Selected Journal Paper Review

Semi-supervised Robust Hidden Markov Regression for Large-scale Time-series Industrial Data Analytics and its Applications to Soft Sensing

2 rounds from Aug 2023 to Jan 2024 for IEEE Transactions on Automation Science and Engineering

Data Analytics Empowered Improved Regression Model for Financial Risk Management in E-banking Sector

Reviewed: Sep 2023 for Applied Arti.cial Intelligence

 

Empirical Analysis of Supervised Machine Learning Classi.cation Algorithms Over Preprocessed CHB-MIT Scalp EEG Dataset

Reviewed: Sep 2023 for PeerJ Computer Science

 

Hybrid integrated decision-making model for operating system based on complex intuitionistic fuzzy and soft information

2 rounds from May 2023 to Jul 2023 for Information Sciences

 

A system-on-chip solution for deep learning-based automatic fetal biometric measurement

Reviewed: May 2023 for IEEE Journal of Biomedical and Health Informatics

 

EEG data classification based on weighted bidirectional projection Visibility Graph

Reviewed: Apr 2023 for IET Signal Processing

User Biometric Identification Methodology via EEG-Based Motor Imagery Signals Reviewed: Jan 2023 for IEEE Access

 

Cardiotocography Signal Abnormality Detection based on Deep Unsupervised Models

2 rounds from Nov 2022 to Mar 2023 for IEEE Journal of Biomedical and Health Informatics

 

A discriminant analysis of the P3b wave with EEG by feature-electrode pairs in schizophrenia diagnosis

Reviewed: Mar 2023 for IET Signal Processing

The auto-correlation function aided sparse support matrix machine for EEG-based fatigue detection 2 rounds from Aug 2022 to Sep 2022 for IEEE Transactions on Circuits and Systems II: Express Briefs

Normalized Deep Learning Algorithms Based Information Aggregation Functions to Classify Motor Imagery EEG Signal Reviewed: Sep 2022 for Biomedical Engineering / Biomedizinische Technik

Eye Pupil Localization Base on Pixel Landmarks with Multi-Angle Search Strategy Reviewed: Jul 2022 for IEEE Signal Processing Letters

Computational Intelligence and Soft Computing Paradigm for Cheating Detection in Online Examinations Reviewed: Jul 2022 for Applied Computational Intelligence and Soft Computing

Hybrid encryption technique: integrating the neural network with distortion techniques 2 rounds from Apr 2022 to Jun 2022 for Plos One

Research on EEG signal emotion recognition based on improved GAPSO-SVM Reviewed: Jun 2022 for Computer Methods in Biomechanics and Biomedical Engineering

EEG Band Power Analysis Corresponds to Salivary Amylase Activity During Stressful Computer Gameplay Reviewed: Jun 2022 for Communications in Science and Technology

The auto-correlation function based sparse support matrix machine for EEG signal fatigue detection Reviewed: Jun 2022 for IEEE Transactions on Circuits and Systems II: Express Briefs

On the performance and interpretability of Mamdani and Takagi-Sugeno-Kang based neuro-fuzzy systems for medical diagnosis Reviewed: Jun 2022 for Neural Computing and Applications

Bio-Inspired Algorithm Based Undersampling Approach and Ensemble Learning for Twitter Spam Detection Reviewed: Apr 2022 for International Journal of Bio-Inspired Computation

Deep Learning Techniques For Detecting Covid-19(Coronavirus) From X-Ray, CT, And Ultrasound Images: A Systematic Review
Reviewed: Feb 2022 for Neural Computing and Applications

EEG motor imagery classification using machine learning techniques Reviewed: Jan 2022 for Biomedical Engineering / Biomedizinische Technik

Wavelet-Based Fractal Analysis of rs-fMRI for Classification of Alzheimer’s Disease
2 rounds from Jul 2021 to Oct 2021 for IEEE Transactions on Neural Systems and Rehabilitation Engineering

Interpreting dissolved gases in transformer oil: A new method based on the analysis of labelled fault data 4 rounds from Dec 2020 to Jun 2021 for IET Generation, Transmission & Distribution

Comparison of Machine Learning Techniques for the Identification of Human Activities from Inertial Sensors Available in a Mobile Device with Data Imputation Techniques Reviewed: May 2021 for Computers in Biology and Medicine

Comparison between traditional fast Fourier transform and marginal spectra using the Hilbert-Huang transform method for the broadband spectral analysis of the electroencephalogram in healthy humans Reviewed: Oct 2020 for Engineering Reports

A Deep Learning Classifier for COVID-19 Detection on Chest X-Ray Images: a Preliminary Result 2 rounds from Jun 2020 to Aug 2020 for Health and Technology

EEG signal classification based on SVM with improved squirrel search algorithm 4 rounds from Jan 2020 to Jul 2020 for Biomedical Engineering / Biomedizinische Technik

Accelerated learning algorithms of general fuzzy min-max neural network using a novel hyperbox selection rule 2 rounds from Apr 2020 to Jul 2020 for Information Sciences

Oppositional Firefly Optimization Based Optimal Feature Selection in Chronic Kidney Disease Classification Using Deep Neural Network (DNN) Reviewed: Jun 2020 for Computer Methods in Biomechanics and Biomedical Engineering

A Deep Neural Network Approach for Detection of Heart Disease Reviewed: Jun 2020 for Communications in Science and Technology

Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing Reviewed: May 2020 for IEEE Access

Shapelet-transformed Multi-channel EEG Channel Selection 3 rounds from Jan 2020 to Apr 2020 for ACM Transactions on Intelligent Systems and Technology

Analyzing the Behavioral and Academic Attributes of Students Using Educational Data Mining Reviewed: Apr 2020 for Science Progress

Optimal channel selection using correlation coefficient for CSP based EEG classification Reviewed: Apr 2020 for IEEE Access

Driven by Data or Derived through Physics? A Review of Hybrid Physics Guided Machine Learning Techniques with Cyber Physical System (CPS) Focus Reviewed: Mar 2020 for IEEE Access

Intention Recognition of Motion Feedback EEG-Evoked Paradigm in Dynamic Object Manipulation 2 rounds from Nov 2019 to Feb 2020 for IEEE Access

Prediction Based Parallel Clustering Algorithm for M-Commerce Reviewed: Feb 2020 for International Journal of Rough Sets and Data Analysis (IJRSDA)

Discrimination of Power Transformer Winding Incipient Faults Using Discrete Wavelet Transform and Artificial Neural Network Reviewed: Dec 2019 for IET Science, Measurement and Technology

Interactive knowledge-enhanced attention network for answer selection Reviewed: Nov 2019 for Neural Computing and Applications

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting 3 rounds from Apr 2019 to Oct 2019 for Information Sciences

A Tri-Level Adaptive Path Planner for Multi-UUVs Large-scale Cooperative Missions in Realistic Environments Reviewed: Oct 2019 for Information Sciences

An Approach to E-Learning Based on the Adaptive Learning Model and Data Analysis Reviewed: Sep 2019 for Studies in Higher Education

Uncertainty visualization of transport variance in ensemble vector field Reviewed: Jul 2019 for IEEE Access
Fuzzy Expert System Generalized Model for Medical Applications Reviewed: Jul 2019 for Computer Methods and Programs in Biomedicine

A General Common Spatial Patterns for EEG Analysis With Applications to Vigilance Detection 2 rounds from May 2019 to Jun 2019 for IEEE Access

Comparison of skin disease prediction by feature selection using ensemble data mining techniques Reviewed: May 2019 for Informatics in Medicine Unlocked

Novel Parallel Business Process Similarity Methods Based on Weighted-Tree Declarative Pattern Models Reviewed: Jan 2019 for Journal of King Saud University – Computer and Information Sciences

Incipient Fault Prediction of High Voltage Transformers Using Virtual Instrument Based Dissolved Gas Analysis Technique
2 rounds from Jul 2018 to Jan 2019 for International Transactions on Electrical Energy Systems

Assessment of CSP-based two-stages channel selection approach and local transformation based feature extraction for classification of motor imagery/movement EEG data
Reviewed: Nov 2018 for Biomedical Engineering / Biomedizinische Technik

Deep Analysis of Consequence of Climate changes on Erythemato-squamous Diseases using Machine Learning Algorithms
Reviewed: Aug 2018 for Informatics in Medicine Unlocked

Diagnosis of Alzheimer`s disease using Multi-Layer Perceptron Network Reviewed: Jul 2018 for Neural Computing and Applications

An Estimation of Heart Rate Variability from Ballistocardiogram Measured with Bed Leg Sensors 2 rounds from Apr 2018 to Jun 2018 for IEEE Sensors Journal

Algorithms for amorphous target margins in radiation therapy to maximize target coverage and minimize target size Reviewed: Jun 2018 for Computer Methods and Programs in Biomedicine

Exploring Hermite transformation in brain signal analysis for the detection of epileptic seizure Reviewed: May 2018 for IET Science, Measurement and Technology

Amorphous radiation therapy target margins for voxelized coverage and minimal size Reviewed: May 2018 for Computer Methods and Programs in Biomedicine

A New Proposed Three Ratios Technique for the Interpretation of Mineral Oil Transformers Based Dissolved Gas Analysis
4 rounds from Nov 2017 to Feb 2018 for IET Generation, Transmission & Distribution

Induction machine fault detection using smartphone recorded audible noise Reviewed: Nov 2017 for IET Science, Measurement and Technology

Diagnosis of incipient dominant and boundary faults using composite DGA method
3 rounds from Feb 2017 to Jul 2017 for International Transactions on Electrical Energy Systems

Forming time-stable homogeneous groups into Online Social Networks 3 rounds from Aug 2016 to May 2017 for Information Sciences

Most Relevant Input Variables Selection for AI Based Power Transformer Fault Diagnostic Model using IEC TC 10 and Related Databases
2 rounds from May 2014 to May 2017 for IET Science, Measurement and Technology

A Rough set information Granulation based Community Detection for Online Social Networks Reviewed: Mar 2017 for ACM Transactions on Knowledge Discovery from Data

Extreme learning machine for structured output spaces
3 rounds from Jun 2016 to Nov 2016 for Neural Computing and Applications

Conditional probability-based interpretation of dissolved gas analysis for transformer incipient faults 3 rounds from Apr 2016 to Oct 2016 for IET Generation, Transmission & Distribution

Model selection using historical pattern: case study of forecasting Indonesian research areas Reviewed: Jun 2016 for International Journal of Computer Applications in Technology

Detection and Classification of Breast Cancer Lesions in Digital Mammography based on Principal Component Analysis (PCA) and a Support Vector Machine (SVM)
Reviewed: Mar 2016 for Computer Methods and Programs in Biomedicine

Assessment of the Performance of Imputation Techniques in Observational Studies with Two Measurements Reviewed: May 2015 for Computers in Biology and Medicine

The optimal group continuous logarithm compatibility measure for interval multiplicative preference relations based on COWGA operator
2 rounds from Jul 2014 to Mar 2015 for Information Sciences

Predicting heart disease using converted attributes for artificial intelligence approaches Reviewed: Mar 2014 for Computers in Biology and Medicine

Co-FAIS: Cooperative Fuzzy Artificial Immune System for Detecting Intrusion in Wireless Sensor Networks Reviewed: Jan 2014 for Information Sciences

HOT algorithm: an enhanced linear adaptive skipping training algorithm for Multilayer Feedforward Neural Networks Reviewed: Jan 2014 for International Journal of Information and Communication Technology

Predicting heart diseases using converted attributes for artificial intelligence approaches Reviewed: Nov 2013 for Computer Methods and Programs in Biomedicine

Asynchronous Filtering for a Class of Discrete-Time Fuzzy Affine Systems via Piecewise Lyapunov Functional Approach Reviewed: Oct 2013 for IEEE Transactions on Cybernetics

Reliability of time-based stochastic flow network susceptible to correlated component failures Reviewed: Jul 2013 for Information Sciences

Using Voronoi diagrams to solve a hybrid facility location problem with attentive facilities Reviewed: Jan 2013 for Information Sciences

A general computational recognition primed decision model with multi-agent rescue simulation benchmark 2 rounds from Apr 2011 to Sep 2011 for Information Sciences

RA-DV-FS: Using Voronoi Diagrams to Solve a Hybrid Facility Location Problem Class with Attentive Facilities 2 rounds from Jan 2011 to Jun 2011 for Information Sciences

From Crisp Observability to a Simple Fuzzy Observability for Fuzzy Discrete-Event Systems 2 rounds from Jun 2010 to Oct 2010 for Information Sciences

Identification of overlapping and non-overlapping community structure by fuzzy clustering in complex networks 2 rounds from Feb 2010 to Jul 2010 for Information Sciences

A dynamic programming approach to missing data estimation using neural networks Reviewed: Jul 2009 for Information Sciences

Data Categorization for Missing Data Estimation Using Neural Networks: A Dynamic Programming-like Approach Reviewed: Mar 2009 for Information Sciences

 

Selected Publications

Scopus Indexed

Implementation of Online Monitoring System of Crude Oil Pipeline Surface Facility to Deal with Data Mining Environment Technology

(2021) 2021 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2021 – Proceeding, pp. 199 – 203

DOI: 10.1109/ICAMIMIA54022.2021.9807791

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135061329&doi=10.1109%2fICAMIMIA54022.2021.9807791&partnerID=40&md5=9994cadde1a3dbc35935066299d1cf73

 

 

Comparison of machine learning algorithms for soil type classification

(2017) Proceeding – 2017 3rd International Conference on Science and Technology-Computer, ICST 2017, art. no. 8011843, pp. 7 – 10

DOI: 10.1109/ICSTC.2017.8011843

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029319951&doi=10.1109%2fICSTC.2017.8011843&partnerID=40&md5=1e42a2f66997ef885a0cfae224f4a2dd

 

 

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

(2021) Communications in Science and Technology, 6 (1), pp. 25 – 34

DOI: 10.21924/CST.6.1.2021.363

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112568716&doi=10.21924%2fCST.6.1.2021.363&partnerID=40&md5=5daea752b62588af46786356692009e0

 

 

Comparison of data mining algorithms for pressure prediction of crude oil pipeline to identify congeal

(2021) E3S Web of Conferences, 325, art. no. 02002

DOI: 10.1051/e3sconf/202132502002

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135038707&doi=10.1051%2fe3sconf%2f202132502002&partnerID=40&md5=cb92318c9f13c117b425f706de4f143b

 

 

Butterfly Image Classification Using Convolutional Neural Network (CNN)

(2021) Proceeding – ICERA 2021: 2021 3rd International Conference on Electronics Representation and Algorithm, pp. 66 – 70

DOI: 10.1109/ICERA53111.2021.9538686

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116187891&doi=10.1109%2fICERA53111.2021.9538686&partnerID=40&md5=f5251e808be6c53818aecb18724a2fa6

 

 

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

(2020) Communications in Science and Technology, 5 (2), pp. 85 – 92

DOI: 10.21924/cst.5.2.2020.216

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098856968&doi=10.21924%2fcst.5.2.2020.216&partnerID=40&md5=db06dd6a2004ecd58950fb73fdaf749d

 

 

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

(2017) Proceedings – 2017 7th International Annual Engineering Seminar, InAES 2017, art. no. 8068547

DOI: 10.1109/INAES.2017.8068547

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037123739&doi=10.1109%2fINAES.2017.8068547&partnerID=40&md5=90d8be8102998df35d500fae71269334

 

 

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

(2019) Proceedings of the 2nd International Conference on High Voltage Engineering and Power Systems: Towards Sustainable and Reliable Power Delivery, ICHVEPS 2019, art. no. 9011029

DOI: 10.1109/ICHVEPS47643.2019.9011029

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082024258&doi=10.1109%2fICHVEPS47643.2019.9011029&partnerID=40&md5=a9b3c83f3de94aebc7a3298b2746bb92

 

 

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

(2021) ICT-PEP 2021 – International Conference on Technology and Policy in Energy and Electric Power: Emerging Energy Sustainability, Smart Grid, and Microgrid Technologies for Future Power System, Proceedings, pp. 342 – 347

DOI: 10.1109/ICT-PEP53949.2021.9601111

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123505740&doi=10.1109%2fICT-PEP53949.2021.9601111&partnerID=40&md5=217e9cc1683ddfdd4e239f76880bac19

 

 

Generation of Synthetic Continuous Numerical Data Using Generative Adversarial Networks

(2020) Journal of Physics: Conference Series, 1577 (1), art. no. 012027

DOI: 10.1088/1742-6596/1577/1/012027

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85088896072&doi=10.1088%2f1742-6596%2f1577%2f1%2f012027&partnerID=40&md5=3ae971e6b02977bec8edaeb937ef6128

 

 

A hybrid feature selection method using multiclass SVM for diagnosis of erythemato-squamous disease

(2017) AIP Conference Proceedings, 1867, art. no. 020048

DOI: 10.1063/1.4994451

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027991752&doi=10.1063%2f1.4994451&partnerID=40&md5=4076829f66be45c5cde59634e389b65e

 

 

A wrapper feature selection based on ensemble learning algorithm for high dimensional data

(2019) International Journal of Advanced Trends in Computer Science and Engineering, 8 (6), pp. 2782 – 2787

DOI: 10.30534/ijatcse/2019/16862019

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85077542034&doi=10.30534%2fijatcse%2f2019%2f16862019&partnerID=40&md5=0a956bc77abe354ebcfa07cddad4abe8

 

 

A survey of signal processing filters, calibration, and interactive applications based on smooth pursuit eye movement

(2019) Proceedings – 2019 5th International Conference on Science and Technology, ICST 2019, art. no. 9166280

DOI: 10.1109/ICST47872.2019.9166280

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091331204&doi=10.1109%2fICST47872.2019.9166280&partnerID=40&md5=2277bc951904c3f7ea08b81fe955fd7d

 

 

Developing Multiple Nested Schema to Reduce Data Redundancy in CONoSQLDB Schema

(2018) Proceedings of ICAITI 2018 – 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care, art. no. 8686736, pp. 12 – 18

DOI: 10.1109/ICAITI.2018.8686736

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064750810&doi=10.1109%2fICAITI.2018.8686736&partnerID=40&md5=3e5e57c4c52e9cc4693bc7e6bce0ff7a

 

 

Dislocated time sequences – deep neural network for broken bearing diagnosis

(2023) Open Engineering, 13 (1), art. no. 20220402

DOI: 10.1515/eng-2022-0402

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85151493701&doi=10.1515%2feng-2022-0402&partnerID=40&md5=3cfc92d679ec014ef383d2688c95b7cb

 

 

Linear Dislocated Time Series – Deep Neural Network for Bearing Fault Classification

(2020) Proceedings – 2020 6th International Conference on Science and Technology, ICST 2020

DOI: 10.1109/ICST50505.2020.9732816

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128284629&doi=10.1109%2fICST50505.2020.9732816&partnerID=40&md5=ac9bf3fec317d53b6051178fcba2dbf6

 

 

An improved pupil localization technique for real-time video-oculography under extreme eyelid occlusion

(2019) International Journal of Innovative Computing, Information and Control, 15 (4), pp. 1547 – 1563

DOI: 10.24507/ijicic.15.04.1547

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85068656896&doi=10.24507%2fijicic.15.04.1547&partnerID=40&md5=2738f15c4ae263aa43d3b4d67221a247

 

 

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

(2023) Lecture Notes in Electrical Engineering, 1008, pp. 391 – 409

DOI: 10.1007/978-981-99-0248-4_27

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85158163594&doi=10.1007%2f978-981-99-0248-4_27&partnerID=40&md5=fefe0ba4977fdd3be60545e6147ed935

 

 

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

(2017) ICCREC 2017 – 2017 International Conference on Control, Electronics, Renewable Energy, and Communications, Proceedings, 2017-January, pp. 33 – 39

DOI: 10.1109/ICCEREC.2017.8226692

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045974421&doi=10.1109%2fICCEREC.2017.8226692&partnerID=40&md5=de42b29818c43eb7e4bacfd38d1adec2

 

 

DGA-Based Early Transformer Fault Detection using Rough Set Theory Classifier

(2021) 2021 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2021 – Proceeding, pp. 258 – 262

DOI: 10.1109/ICAMIMIA54022.2021.9807816

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135064023&doi=10.1109%2fICAMIMIA54022.2021.9807816&partnerID=40&md5=5579ac96fb2dd40e39c8c908d2846f89

 

 

Leaves image synthesis using generative adversarial networks with regularization improvement

(2018) 2018 International Conference on Information and Communications Technology, ICOIACT 2018, 2018-January, pp. 360 – 365

DOI: 10.1109/ICOIACT.2018.8350780

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050487385&doi=10.1109%2fICOIACT.2018.8350780&partnerID=40&md5=6f0795a4b570674ba4973d11f947b993

 

 

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

(2021) IOP Conference Series: Earth and Environmental Science, 653 (1), art. no. 012030

DOI: 10.1088/1755-1315/653/1/012030

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

(2022) Technologies, 10 (2), art. no. 51

DOI: 10.3390/technologies10020051

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A Review Text-based Recommendation System in Text Mining

(2022) ICOSNIKOM 2022 – 2022 IEEE International Conference of Computer Science and Information Technology: Boundary Free: Preparing Indonesia for Metaverse Society

DOI: 10.1109/ICOSNIKOM56551.2022.10034884

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

(2022) Applied Sciences (Switzerland), 12 (23), art. no. 12054

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An Effective Quantum Inspired Genetic Algorithm for Continuous Multiobjective Optimization

(2019) Proceeding – 2019 5th International Conference on Science in Information Technology: Embracing Industry 4.0: Towards Innovation in Cyber Physical System, ICSITech 2019, art. no. 8987578, pp. 161 – 166

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Combining Support Vector Machine – Fast Fourier Transform (SVM – FFT) for Improving Accuracy on Broken Bearing Diagnosis

(2022) 2022 5th International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2022, pp. 576 – 581

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Hybrid SVD-ARIMA Method for Sales Forecasting with Sparse Data on E-Commerce Products

(2022) Proceedings – 2022 IEEE International Conference on Cybernetics and Computational Intelligence, CyberneticsCom 2022, pp. 387 – 392

DOI: 10.1109/CyberneticsCom55287.2022.9865590

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A study on signal complexity measurement for epileptic seizure detection

(2019) 2019 IEEE 9th International Conference on System Engineering and Technology, ICSET 2019 – Proceeding, art. no. 8906319, pp. 320 – 325

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A New Tele-Healthcare System of Heart Sound Signal Classification based on Gated Recurrent Unit

(2021) 2021 International Conference on Artificial Intelligence and Big Data Analytics, ICAIBDA 2021, pp. 162 – 167

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User-centered design on metacognitive training system: A case in algorithm and data structure course

(2018) Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018, art. no. 8534811, pp. 301 – 306

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

(2018) International Journal of Innovation and Learning, 24 (4), pp. 419 – 436

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

(2020) IEEE Transactions on Knowledge and Data Engineering, 32 (1), art. no. 8532303, pp. 67 – 77

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User interface design for android-based family genealogy social media

(2017) Proceedings – 2017 7th International Annual Engineering Seminar, InAES 2017, art. no. 8068557

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Turnaround Maintenance Assessment in Process Industry in Indonesia: A Case Study

(2021) International Journal of Performability Engineering, 17 (10), pp. 858 – 865

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Question classification on question-answer system using bidirectional-LSTM

(2019) Proceedings – 2019 5th International Conference on Science and Technology, ICST 2019, art. no. 9166190

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

(2022) Processes, 10 (6), art. no. 1137

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Spontaneous gaze interaction based on smooth pursuit eye movement using difference gaze pattern method

(2022) Communications in Science and Technology, 7 (1), pp. 8 – 14

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Certainty factor based pruning for C4.5 algorithm

(2019) Proceedings – 2019 5th International Conference on Science and Technology, ICST 2019, art. no. 9166394

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EEG Motor Imagery Signal Classification Using Firefly Support Vector Machine

(2018) International Conference on Intelligent and Advanced System, ICIAS 2018, art. no. 8540578

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

(2018) Proceedings – 2018 4th International Conference on Science and Technology, ICST 2018, art. no. 8528286

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A review of convolutional neural network-based computer-aided lung nodule detection system

(2023) IAES International Journal of Artificial Intelligence, 12 (3), pp. 1044 – 1061

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No Reference Image Quality Assessment of Retinal Image for Diabetic Retinopathy Detection based on Feature Extraction

(2022) AIP Conference Proceedings, 2563, art. no. 080009

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Narrow window feature extraction for EEG-motor imagery classification using k-NN and voting scheme

(2018) International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 2018-October, pp. 167 – 172

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Clustering Based Oil Production Rate Forecasting Using Dynamic Time Warping With Univariate Time Series Data

(2021) 2021 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2021 – Proceeding, pp. 204 – 208

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Characteristic of Cup-and-Pin Insulator Flashover Voltage under Fan-Shaped Contamination with Various Types and Levels of Pollutant

(2023) Proceedings of 2023 4th International Conference on High Voltage Engineering and Power Systems, ICHVEPS 2023, pp. 299 – 303

DOI: 10.1109/ICHVEPS58902.2023.10257497

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

(2021) International Journal of Intelligent Engineering and Systems, 14 (1), pp. 134 – 146

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Enhanced Graph Transforming Algorithm to solve transitive dependency between vertices

(2017) Proceedings – International Conference on Signals and Systems, ICSigSys 2017, art. no. 7967051, pp. 250 – 255

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

(2021) 7th International Conference on Electrical, Electronics and Information Engineering: Technological Breakthrough for Greater New Life, ICEEIE 2021

DOI: 10.1109/ICEEIE52663.2021.9616620

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Feature analysis for stage identification of Plasmodium vivax based on digital microscopic image

(2019) Indonesian Journal of Electrical Engineering and Computer Science, 13 (2), pp. 721 – 728

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

(2017) Proceeding of 2017 International Conference on Robotics, Automation and Sciences, ICORAS 2017, 2018-March, pp. 1 – 5

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

(2021) AIMS 2021 – International Conference on Artificial Intelligence and Mechatronics Systems, art. no. 9466056

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

(2021) 2021 9th International Conference on Information and Communication Technology, ICoICT 2021, pp. 388 – 393

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Discrete bacterial foraging optimization for resource allocation in macrocell-femtocell networks

(2018) ETRI Journal, 40 (6), pp. 726 – 735

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

(2018) Communications in Science and Technology, 3 (2), pp. 52 – 56

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A Framework for Improving Recommendation in Adaptive Metacognitive Scaffolding

(2018) Proceedings – 2018 4th International Conference on Science and Technology, ICST 2018, art. no. 8528664

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Classification of arrhythmia’s ECG signal using cascade transparent classifier

(2022) Journal of Intelligent and Fuzzy Systems, 42 (2), pp. 1015 – 1025

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

(2019) Communications in Science and Technology, 4 (2), pp. 44 – 49

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Analytical incremental learning for power transformer incipient fault diagnosis based on dissolved gas analysis

(2019) Proceedings – 2019 5th International Conference on Science and Technology, ICST 2019, art. no. 9166441

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Hybrid resampling to handle imbalanced class on classification of student performance in classroom

(2017) Proceedings – 2017 1st International Conference on Informatics and Computational Sciences, ICICoS 2017, 2018-January, pp. 207 – 212

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Understanding the Factors and Perspectives Influencing Safety Stock Prediction: A Systematic Literature Review on Inventory Management

(2023) Proceedings – 2023 10th International Conference on Computer, Control, Informatics and its Applications: Exploring the Power of Data: Leveraging Information to Drive Digital Innovation, IC3INA 2023, pp. 296 – 300

DOI: 10.1109/IC3INA60834.2023.10285787

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Cardiac sound classification using mel-frequency cepstral coefficients (MFCC) and artificial neural network (ANN)

(2018) Proceedings – 2018 3rd International Conference on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2018, art. no. 8721007, pp. 22 – 26

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Intent Detection on Indonesian Text Using Convolutional Neural Network

(2022) Proceedings – 2022 IEEE International Conference on Cybernetics and Computational Intelligence, CyberneticsCom 2022, pp. 174 – 178

DOI: 10.1109/CyberneticsCom55287.2022.9865291

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Fast ellipse fitting implementation on usg mobile telehealth application

(2020) 2020 International Workshop on Big Data and Information Security, IWBIS 2020, art. no. 9255617, pp. 59 – 63

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The usability testing on E-TOEFLGATE media by questionnaire

(2020) Journal of Advanced Research in Dynamical and Control Systems, 12 (6), pp. 251 – 258

DOI: 10.5373/JARDCS/V12I6/S20201028

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Improved ranking based collaborative filtering using SVD and borda algorithm

(2019) Proceeding – 2019 International Conference of Artificial Intelligence and Information Technology, ICAIIT 2019, art. no. 8834597, pp. 422 – 425

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Best Performance Comparative Analysis of Architecture Deep Learning on CT Images for Lung Nodules Classification

(2021) Proceedings – 2021 IEEE 5th International Conference on Information Technology, Information Systems and Electrical Engineering: Applying Data Science and Artificial Intelligence Technologies for Global Challenges During Pandemic Era, ICITISEE 2021, pp. 138 – 143

DOI: 10.1109/ICITISEE53823.2021.9655872

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Mitigation of Insulator Ultraviolet Emission Measurement Errors Using Facular Area

(2021) 2021 3rd International Conference on High Voltage Engineering and Power Systems, ICHVEPS 2021, pp. 507 – 511

DOI: 10.1109/ICHVEPS53178.2021.9600920

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

(2020) 2020 International Symposium on Community-Centric Systems, CcS 2020, art. no. 9231384

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Effects of Data Preprocessing on the Prediction Accuracy of Lubricant Service Life of Water Injection Pump in Enhanced Crude Oil Recovery Facility

(2022) 2021 International Seminar on Machine Learning, Optimization, and Data Science, ISMODE 2021, pp. 17 – 22

DOI: 10.1109/ISMODE53584.2022.9743101

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Development of CAD System for Automatic Lung Nodule Detection: A Review

(2021) BIO Web of Conferences, 41, art. no. 04001

DOI: 10.1051/bioconf/20214104001

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DCGAN-based Medical Image Augmentation to Improve ELM Classification Performance

(2022) Proceeding – IEEE International Conference on Communication, Networks and Satellite, COMNETSAT 2022, pp. 206 – 211

DOI: 10.1109/COMNETSAT56033.2022.9994559

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

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

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

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Real-Time traffic classification with Twitter data mining

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

(2014) Proceeding – 2014 Makassar International Conference on Electrical Engineering and Informatics, MICEEI 2014, art. no. 7067329, pp. 150 – 155

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

(2016) Proceedings of 2016 4th International Conference on Cyber and IT Service Management, CITSM 2016, art. no. 7577578

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

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Missing data estimation on heart disease using artificial neural network and rough set theory

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Performance analysis of combined algorithms for hybridization in mammography

(2012) 2012 International Conference on Computer and Information Science, ICCIS 2012 – A Conference of World Engineering, Science and Technology Congress, ESTCON 2012 – Conference Proceedings, 1, art. no. 6297256, pp. 290 – 294

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Contrast measurement for no-reference retinal image quality assessment

(2014) Proceedings – 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014, art. no. 7007902

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A study of data randomization on a computer based feature selection for diagnosing coronary artery disease

(2014) WIT Transactions on Information and Communication Technologies, 53, pp. 237 – 248

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Electric vehicle battery dynamics modelling using support vector machine

(2013) Proceedings of the 2013 Joint International Conference on Rural Information and Communication Technology and Electric-Vehicle Technology, rICT and ICEV-T 2013, art. no. 6741500

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Cascade neural network for predicting epitope on P24 HIV-1

(2016) AIP Conference Proceedings, 1755, art. no. 070005

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Work in progress: Application of unsupervised learning method toward student’s metacognition assessment

(2016) IEEE Global Engineering Education Conference, EDUCON, 10-13-April-2016, art. no. 7474704, pp. 1175 – 1178

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Dynamic uav path planning for moving target intercept in 3D

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Classification of human concentration in EEG signals using Hilbert Huang transform

(2017) International Journal of Simulation: Systems, Science and Technology, 18 (1), pp. 10.1 – 10.11

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Benchmarking of feature selection techniques for coronary artery disease diagnosis

(2014) Proceedings – 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014, art. no. 7007898

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Internal content classification of ultrasound thyroid nodules based on textural features

(2016) Communications in Science and Technology, 1 (2), pp. 61 – 69

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Breast cancer diagnosis improvement using feature selection

(2014) WIT Transactions on Information and Communication Technologies, 53, pp. 227 – 236

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Comparative study of attribute reduction on arrhythmia classification dataset

(2013) Proceedings – 2013 International Conference on Information Technology and Electrical Engineering: “Intelligent and Green Technologies for Sustainable Development”, ICITEE 2013, art. no. 6676213, pp. 68 – 72

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

(2016) Communications in Science and Technology, 1 (2), pp. 51 – 55

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Performance evaluation of combined feature selection and classification methods in diagnosing Parkinson disease based on voice feature

(2016) Proceedings – 2015 International Conference on Science in Information Technology: Big Data Spectrum for Future Information Economy, ICSITech 2015, art. no. 7407790, pp. 126 – 131

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