Publications

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

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85101845946&doi=10.1088%2f1755-1315%2f653%2f1%2f012030&partnerID=40&md5=7a7e82d34484d0a6259050053ccef5ff

 

 

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

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

DOI: 10.3390/technologies10020051

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85144685705&doi=10.3390%2ftechnologies10020051&partnerID=40&md5=0810e9b4eafbed7d88ef9f5141be4987

 

 

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

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149178075&doi=10.1109%2fICOSNIKOM56551.2022.10034884&partnerID=40&md5=bdb7a55a7f3c852d291dbceeaa48ba3c

 

 

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

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

DOI: 10.3390/app122312054

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143647940&doi=10.3390%2fapp122312054&partnerID=40&md5=23465e93f5bc026572467f2bd7c1c386

 

 

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

DOI: 10.1109/ICSITech46713.2019.8987578

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85080905220&doi=10.1109%2fICSITech46713.2019.8987578&partnerID=40&md5=9fc9f345ad9b267e24f40dcaeb6967d0

 

 

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

DOI: 10.1109/ISRITI56927.2022.10052801

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85150176824&doi=10.1109%2fISRITI56927.2022.10052801&partnerID=40&md5=be1b104d10aa655c1025e1ef56e1c823

 

 

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

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85138386824&doi=10.1109%2fCyberneticsCom55287.2022.9865590&partnerID=40&md5=9b0d721a034dd26a7adeb0705a3f7903

 

 

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

DOI: 10.1109/ICSEngT.2019.8906319

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076401732&doi=10.1109%2fICSEngT.2019.8906319&partnerID=40&md5=6ff201a7d9746a2ec2b83ced26aa9475

 

 

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

DOI: 10.1109/ICAIBDA53487.2021.9689694

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126923857&doi=10.1109%2fICAIBDA53487.2021.9689694&partnerID=40&md5=c8212f43bd2db42c8f79f887f95a7800

 

 

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

DOI: 10.1109/ICITEED.2018.8534811

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058397775&doi=10.1109%2fICITEED.2018.8534811&partnerID=40&md5=73c3532d5fe2f4939f9428e0fcd9eb55

 

 

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

DOI: 10.1504/IJIL.2018.095367

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054544008&doi=10.1504%2fIJIL.2018.095367&partnerID=40&md5=d529eb5cb8703930f09e6fbdb51e01a8

 

 

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

DOI: 10.1109/TKDE.2018.2880971

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85056345345&doi=10.1109%2fTKDE.2018.2880971&partnerID=40&md5=96cd170f0c4c17abb526e0264e35f3b9

 

 

User interface design for android-based family genealogy social media

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

DOI: 10.1109/INAES.2017.8068557

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037142356&doi=10.1109%2fINAES.2017.8068557&partnerID=40&md5=9043481f8340d4759c00a199e8d420c2

 

 

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

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

DOI: 10.23940/ijpe.21.10.p3.858865

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85129096948&doi=10.23940%2fijpe.21.10.p3.858865&partnerID=40&md5=934edf02ca871a49903d1b11e7c5762d

 

 

Question classification on question-answer system using bidirectional-LSTM

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

DOI: 10.1109/ICST47872.2019.9166190

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091334613&doi=10.1109%2fICST47872.2019.9166190&partnerID=40&md5=198b348436d12dc22400d3b832b5ba71

 

 

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

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

DOI: 10.3390/pr10061137

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132362856&doi=10.3390%2fpr10061137&partnerID=40&md5=b8450e9ff299a2c39c7243b0ddba0279

 

 

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

DOI: 10.21924/CST.7.1.2022.739

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136527983&doi=10.21924%2fCST.7.1.2022.739&partnerID=40&md5=741ca5714be3d51075ef24a59ea835d0

 

 

Certainty factor based pruning for C4.5 algorithm

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

DOI: 10.1109/ICST47872.2019.9166394

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091334971&doi=10.1109%2fICST47872.2019.9166394&partnerID=40&md5=4acc1bcf2d2ba3aeca180b1f5f1c3d4e

 

 

EEG Motor Imagery Signal Classification Using Firefly Support Vector Machine

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

DOI: 10.1109/ICIAS.2018.8540578

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059756896&doi=10.1109%2fICIAS.2018.8540578&partnerID=40&md5=8c4ce505cad6975ce71e44f868f4eab4

 

 

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

DOI: 10.1109/ICSTC.2018.8528286

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058522133&doi=10.1109%2fICSTC.2018.8528286&partnerID=40&md5=0a6c28e02a2b63ef2d917e8c878ad28a

 

 

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

DOI: 10.11591/ijai.v12.i3.pp1044-1061

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152887974&doi=10.11591%2fijai.v12.i3.pp1044-1061&partnerID=40&md5=0b530cb6231bbe238fcf36da0f7e48f6

 

 

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

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

DOI: 10.1063/5.0103286

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85142121306&doi=10.1063%2f5.0103286&partnerID=40&md5=c7294ed3158debdabd32079d34b1db42

 

 

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

DOI: 10.1109/EECSI.2018.8752894

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069152196&doi=10.1109%2fEECSI.2018.8752894&partnerID=40&md5=d53315cfb380d7e1f473f9f2a90677f5

 

 

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

DOI: 10.1109/ICAMIMIA54022.2021.9807809

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135080195&doi=10.1109%2fICAMIMIA54022.2021.9807809&partnerID=40&md5=b75679725a861e2430bc61763afdec3c

 

 

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

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174596293&doi=10.1109%2fICHVEPS58902.2023.10257497&partnerID=40&md5=b87bfa0d6f57abbbe7452552db7989b9

 

 

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

DOI: 10.22266/IJIES2021.0228.14

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099607313&doi=10.22266%2fIJIES2021.0228.14&partnerID=40&md5=ff97b3964cc706cff108491fffac54ef

 

 

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

DOI: 10.1109/ICSIGSYS.2017.7967051

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026673183&doi=10.1109%2fICSIGSYS.2017.7967051&partnerID=40&md5=2803b8f0662538db2f36c1c7548e9f8e

 

 

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

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123598384&doi=10.1109%2fICEEIE52663.2021.9616620&partnerID=40&md5=df899504defa6c753e38192e677732ae

 

 

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

DOI: 10.11591/ijeecs.v13.i2.pp721-728

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060860697&doi=10.11591%2fijeecs.v13.i2.pp721-728&partnerID=40&md5=5d512d36371f0080cc67b65f76f558be

 

 

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

DOI: 10.1109/ICORAS.2017.8308056

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050680727&doi=10.1109%2fICORAS.2017.8308056&partnerID=40&md5=1b0315d3b7a03776ba114ec5813d9f26

 

 

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

DOI: 10.1109/AIMS52415.2021.9466056

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113864305&doi=10.1109%2fAIMS52415.2021.9466056&partnerID=40&md5=19454847acb620eceb0010874adf8b4a

 

 

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

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

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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

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

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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

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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

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Fast ellipse fitting implementation on usg mobile telehealth application

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The usability testing on E-TOEFLGATE media by questionnaire

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Improved ranking based collaborative filtering using SVD and borda algorithm

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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

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Mitigation of Insulator Ultraviolet Emission Measurement Errors Using Facular Area

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

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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

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

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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

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

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A comparative analysis of tree-based machine learning algorithms for breast cancer detection

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

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

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User identification using smartphone activity data

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Applying fuzzy logic to improve the accuracy of Duval Triangle State Estimation Analysis for DGA based transformer fault classification

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

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

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

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

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A systematic literature review of emotion recognition using EEG signals

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Comparative analysis of signal denoising methods for object selection in gaze-based interactive applications

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Identification of Plasmodium falciparum and Plasmodium vivax on digital image of thin blood films

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Performance enhancement of complete ensemble empirical mode decomposition (CEEMD) – Independent component analysis (ICA) in ocular artifact removal

(2019) Proceedings – 2019 5th International Conference on Science and Technology, ICST 2019, art. no. 9166351

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Hybrid Filtering Algorithm in Event Manager Partner Recommendation System

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Feature selection methods in improving accuracy of classifying students’ academic performance

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Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA)

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

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Random forest weighting based feature selection for C4.5 algorithm on wart treatment selection method

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Machinery equipment early fault detection using Artificial Neural Network based Autoencoder

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Improving Deep Learning Classifier for Fetus Hypoxia Detection in Cardiotocography Signal

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

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

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Severity level of an insulator in polluted and dry conditions based on ultraviolet emission

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

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

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

(2016) Proceedings – 2015 International Conference on Science in Information Technology: Big Data Spectrum for Future Information Economy, ICSITech 2015, art. no. 7407798, pp. 169 – 174

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Modified relevance frequency feature weighting for email spam classification

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3D dynamic UAV path planning for interception of moving target in cluttered environment

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Cascade generalization for breast cancer detection

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

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Adaptive dynamic path planning algorithm for interception of a moving target

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Analytical incremental learning: Fast constructive learning method for neural network

(2016) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9948 LNCS, pp. 259 – 268

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Rule extraction for fuzzy expert system to diagnose Coronary artery disease

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Electric vehicle battery dynamics modelling using support vector machine

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Benchmarking of feature selection techniques for coronary artery disease diagnosis

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Breast cancer diagnosis improvement using feature selection

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Comparative study of attribute reduction on arrhythmia classification dataset

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

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

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