Publications | Applied INTelligence Lab (AINTLab)

CiteScore Total (Scopus)

55.10

Average: 4.59 | Data points: 12

Impact Factor Total (SCIE/SSCI/ESCI)

34.82

Average: 2.90 | Data points: 12

Impact Factor Total (Without ESCI)

34.82

Average: 2.90 | Data points: 12

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Showing 114 publications

J66JournalFeatured2025*Corresponding AuthorSCIEScopus

AE-BPNN: Autoencoder and Backpropagation Neural Network-Based Model for Lithium-Ion Battery State of Health Estimation

Al-Dulaimi, A.A., Guneser, M.T., Al-Shabandar, R., Gu, Y., Syafrudin, M.*, Fitriyani, N.L.

Scientific Reports 2025, 15, 29193, doi:10.1038/s41598-025-12771-4

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J69JournalFeatured2025*Corresponding AuthorSCIEScopus

A Multi-Scale Simplicial Transformer with Graph Attention for Facial Emotion Recognition

Yousafzai, S.N., Nasir, I.M., Saidani, O., Ghodhbani, R., Gu, Y., Syafrudin, M.*, Fitriyani, N.L.

Ain Shams Engineering Journal 2025, 16, 103584, doi:10.1016/j.asej.2025.103584

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J82JournalFeatured2025*Corresponding AuthorSCIEScopus

FLTrans-Net: Transformer-Based Feature Learning Network for Wheat Head Detection

Yousafzai, S.N., Nasir, I.M., Tehsin, S., Fitriyani, N.L., Syafrudin, M.*

Computers and Electronics in Agriculture, 229, 109706, https://doi.org/10.1016/j.compag.2024.109706

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J38JournalFeatured2024*Corresponding AuthorSSCIScopus

Tweeting Circular Economy: Unveiling Current Discourse Through Natural Language Processing

Maarif, M.R., Pratama, A.B., Hutahaean, M., Saleh, A.R., Fitriyani, N.L., Syafrudin, M.*

Sustainable Development, sd.3323, doi:10.1002/sd.3323

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J27JournalFeatured2023*Corresponding AuthorSCIEScopus

ENGA: Elastic Net-Based Genetic Algorithm for Human Action Recognition

Nasir, I.M., Raza, M., Ulyah, S.M., Shah, J.H., Fitriyani, N.L., Syafrudin, M.*

Expert Systems with Applications, 227, 120311, doi:10.1016/j.eswa.2023.120311

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J84Journal2026CiteScore: 8.70IF: 4.20*Corresponding AuthorSCIEScopus

Detection of monkeypox skin lesions using edge enhancement algorithms integrated with hybrid deep learning

Ain, H. U., Ramzan, S., Munwar Iqbal, M., Raza, A., Raoof, F., Latif Fitriyani, N., Syafrudin, M.*, & Won Lee, S.

DIGITAL HEALTH, 12, 20552076261415651. https://doi.org/10.1177/20552076261415651

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J85Journal2026CiteScore: 6.10IF: 3.10*Corresponding AuthorSCIEScopus

Multi-step-ahead forecasting of bike-sharing demand using multilayer perceptron model with additional timestamp features

Alfian, G., Saputra, Y. M., Ramadhani, W. D., Atmaji, F. T. D., Farooq, U., Benes, F., Fitriyani, N. L., & Syafrudin, M.*

PeerJ Computer Science, 12, e3472. https://doi.org/10.7717/peerj-cs.3472

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J60Journal2025CiteScore: 7.30IF: 3.90*Corresponding AuthorSCIEScopus

Novel dual-input stream-based hybrid approach for wheat leaf disease classification using edge-aware features

Razaq, A., Ramzan, S., Ali, B., Raza, A., Gu, Y., Syafrudin, M.*, & Fitriyani, N. L.

Scientific Reports, 15(1), 42091. https://doi.org/10.1038/s41598-025-26123-9

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J61Journal2025CiteScore: 7.30IF: 3.90*Corresponding AuthorSCIEScopus

Interpretable deep multimodal-based tomato disease diagnosis and severity estimation

Nasir, N., Ramzan, S., Ali, B., Jabbar, S., Raza, A., Kim, C., Syafrudin, M.*, & Fitriyani, N. L.

Scientific Reports, 15(1), 37919. https://doi.org/10.1038/s41598-025-21611-4

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J62Journal2025CiteScore: 6.10IF: 3.10SCIEScopus

Tab Transformer with Meta-Ensemble Learning Approaches for Enhanced Diabetes Prediction

Khalid, S., Ramzan, S., Iqbal, M.M., Raza, A., Smerat, A., Hosseinzadeh, M., Kim, C., Syafrudin, M., Fitriyani, N.L.*

PeerJ Computer Science 2025, 11, e3206, doi:10.7717/peerj-cs.3206

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J63Journal2025*Corresponding AuthorSCIEScopus

Harnessing Interpretable Novel Combination of GloVe Embedding with Deep CNN-BiLSTM Neural Network for Fake News Detection

Khalid, S., Ramzan, S., Iqbal, M.M., Thalji, N., Raza, A., Smerat, A., Kim, C., Fitriyani, N.L., Syafrudin, M.*

PLoS One 2025, 20, e0330154, doi:10.1371/journal.pone.0330154

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J64Journal2025*Corresponding AuthorSCIEScopus

Website Phishing Attack Detection Using Innovative Meta Learning-Based Ensemble Approach

Naseeb, S., Ramzan, S., Raza, A., Shadab Alam Hashmi, M., Gu, Y., Syafrudin, M.*, Latif Fitriyani, N.

IEEE Access 2025, 13, 164249–164264, doi:10.1109/ACCESS.2025.3610961

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J65Journal2025*Corresponding AuthorSCIEScopus

Integrating Machine Learning Models With Probability Distribution Methods for Extreme Flood Risk Assessment

Fatima, N., Alshahrani, H.M., Dafaalla, H., Allafi, R., Kim, C., Syafrudin, M.*, Fitriyani, N.L.

IEEE Access 2025, 13, 160922–160938, doi:10.1109/ACCESS.2025.3598121

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J67Journal2025*Corresponding AuthorSCIEScopus

Time Series AQI Forecasting Using Kalman-Integrated Bi-GRU and Chi-Square Divergence Optimization

Fatima, N., Yousafzai, S.N., Nemri, N., Alsolai, H., Ebad, S.A., Sorour, S., Gu, Y., Syafrudin, M.*, Fitriyani, N.L.

Scientific Reports 2025, 15, 29157, doi:10.1038/s41598-025-12422-8

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J68Journal2025†Co-First AuthorSCIEScopus

A Novel Approach Utilizing Bagging, Histogram Gradient Boosting, and Advanced Feature Selection for Predicting the Onset of Cardiovascular Diseases

Fitriyani, N.L., Syafrudin, M.†, Chamidah, N., Rifada, M., Susilo, H., Aydin, D., Qolbiyani, S.L., Lee, S.W.

Mathematics 2025, 13, 2194. https://doi.org/10.3390/math13132194

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J70Journal2025SCIEScopus

Factors Influencing the Intention of Textile and Garment SMEs to Adopt Digital Technologies and Its Impact on Performance

Susanty, A., Puspitasari, N.B., Siahaan, G.S., Setiawan, S., Syafrudin, M.

Sci Rep 2025, 15, 20807, https://doi.org/10.1038/s41598-025-94625-7

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J71Journal2025†Co-First AuthorSCIEScopus

Advancements in Composting Technologies for Efficient Soil Remediation of Polycyclic Aromatic Hydrocarbons (PAHs): A Mini Review

Hadibarata, T., Syafrudin, M.†, Fitriyani, N.L., Lee, S.W.

Sustainability 2025, 17, 5881, doi:10.3390/su17135881

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J72Journal2025*Corresponding AuthorSCIEScopus

Enhanced Interpretable Forecasting of Cryptocurrency Prices Using Autoencoder Features and a Hybrid CNN-LSTM Model

Badar, W., Ramzan, S., Raza, A., Fitriyani, N.L., Syafrudin, M.*, Lee, S.W.

Mathematics 2025, 13, 1908, doi:10.3390/math13121908

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J73Journal2025*Corresponding AuthorSCIEScopus

Enhanced Credit Card Fraud Detection Using Deep Hybrid CLST Model

Jabeen, M., Ramzan, S., Raza, A., Fitriyani, N.L., Syafrudin, M.*, Lee, S.W.

Mathematics 2025, 13, 1950, doi:10.3390/math13121950

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J74Journal2025*Corresponding AuthorSCIEScopus

Improving Thyroid Disorder Diagnosis via Innovative Stacking Ensemble Learning Model

Hassan, A., Ramzan, S., Raza, A., Munwar Iqbal, M., Smerat, A., Latif Fitriyani, N., Syafrudin, M.*, Won Lee, S.

DIGITAL HEALTH 2025, 11, 20552076251341430, doi:10.1177/20552076251341430

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J75Journal2025*Corresponding AuthorSCIEScopus

VGGBM-Net: A Novel Pixel-Based Transfer Features Engineering for Automated Coffee Bean Diseases Classification

Hashmi, M.S.A., Qadri, A.M., Raza, A., Ullah, S., Smerat, A., Kim, C., Syafrudin, M.*, Fitriyani, N.L.

IEEE Access 2025, 13, 83580–83590, doi:10.1109/ACCESS.2025.3569078

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J76Journal2025*Corresponding AuthorSCIEScopus

Human Pose Estimation in Physiotherapy Fitness Exercise Correction Using Novel Transfer Learning Approach

Naseer, A., Raza, A., Afzal, H., Smerat, A., Fitriyani, N.L., Gu, Y., Syafrudin, M.*

PeerJ Computer Science 2025, 11, e2854, doi:10.7717/peerj-cs.2854

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J77Journal2025Scopus

Applying 3D Scanning and Printing Techniques to Produce Upper Limb Prostheses: Bibliometric Analysis and Scoping Review

Chainando, N., Martawidjaja, M., Darius, R. A., Yahya, L. C., Yemima, S., Tan, W. S., Harito, C., Chandra, R. C., Andhini, G. K., Putra, K. B., Lumban Tobing, C. C., Syafi’i, M., & Syafrudin, M.

Prosthesis, 7(2), 26. https://doi.org/10.3390/prosthesis7020026

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J78Journal2025*Corresponding AuthorSCIEScopus

Multi-Stage Neural Network-based Ensemble Learning Approach for Wheat Leaf Disease Classification

Yousafzai, S.N., Nasir, I.M., Tehsin, S., Malik, D.S., Keshta, I., Fitriyani, N.L., Gu, Y. and Syafrudin, M.*

IEEE Access 2025, 13, 30101–30116, doi:10.1109/ACCESS.2025.3541347

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J79Journal2025*Corresponding AuthorSCIEScopus

An Optimized Weighted-Voting-Based Ensemble Learning Approach for Fake News Classification

Toor, M.S., Shahbaz, H., Yasin, M., Ali, A., Fitriyani, N.L., Kim, C., Syafrudin, M.*

Mathematics, 13, 449. https://doi.org/10.3390/math13030449

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J80Journal2025*Corresponding AuthorSCIEScopus

Citrus Diseases Detection Using Innovative Deep Learning Approach and Hybrid Meta-Heuristic

Butt, N., Iqbal, M.M., Ramzan, S., Raza, A., Abualigah, L., Fitriyani, N.L., Gu, Y., Syafrudin, M.*

PLoS ONE, 20, e0316081, doi:10.1371/journal.pone.0316081

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J81Journal2025*Corresponding AuthorSCIEScopus

Novel Deep Neural Network Architecture Fusion to Simultaneously Predict Short-Term and Long-Term Energy Consumption

Ahmed, A., Ali, S., Raza, A., Hussain, I., Bilal, A., Fitriyani, N.L., Gu, Y., Syafrudin, M.*

PLoS ONE, 20, e0315668, doi:10.1371/journal.pone.0315668

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J83Journal2025SCIEScopus

Hyperparameter Optimization for Convolutional Neural Network-Based Sentiment Analysis

Kusumaningrum, R., Arafifin, A. H., Khoerunnisa, S. F., Sasongko, P. S., Wirawan, P. W., & Syarifudin, M.

Journal of Advanced Research in Applied Sciences and Engineering Technology, 53(1), 44-56. https://doi.org/10.37934/araset.53.1.4456

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B4Book/Chapter2025Scopus

Achieving Sustainability in Multi-Industry Settings With AI

Syafrudin, M., Fitriyani, N.L., Anshari, M.

IGI Global: Hershey, PA, 2025, ISBN 9798337325309

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B5Book/Chapter2025Scopus

Artificial Intelligence and Data Science for Sustainability: Applications and Methods

Syafrudin, M., Fitriyani, N.L., Anshari, M.

IGI Global: Hershey, PA, 2025, ISBN 9798369368299

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J39Journal2024*Corresponding AuthorSCIEScopus

BdSentiLLM: A Novel LLM Approach to Sentiment Analysis of Product Reviews

Ipa, A.S., Roy, P.N., Rony, M.A.T., Raza, A., Fitriyani, N.L., Gu, Y., Syafrudin, M.*

IEEE Access, 1–1, doi:10.1109/ACCESS.2024.3516826

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J40Journal2024*Corresponding AuthorSCIEScopus

An Innovative Artificial Neural Network Model for Smart Crop Prediction Using Sensory Network Based Soil Data

Ramzan, S., Ali, B., Raza, A., Hussain, I., Fitriyani, N.L., Gu, Y., Syafrudin, M.*

PeerJ Computer Science, 10, e2478, https://doi.org/10.7717/peerj-cs.2478

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J41Journal2024*Corresponding AuthorSCIEScopus

Innovative Approach to Detecting Autism Spectrum Disorder Using Explainable Features and Smart Web Application

Rony, M.A.T., Johora, F.T., Thalji, N., Raza, A., Fitriyani, N.L., Syafrudin, M.*, Lee, S.W.

Mathematics, 12, 3515. https://doi.org/10.3390/math12223515

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J42Journal2024Scopus

An Investigation Towards Resampling Techniques and Classification Algorithms on CM1 NASA PROMISE Dataset for Software Defect Prediction

Fatwanto, A., Aslam, M. N., Ndugi, R., & Syafrudin, M.

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 8(5), 631-643

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J43Journal2024*Corresponding AuthorSCIEScopus

An Efficient Fusion Network for Fake News Classification

Alzaidi, M.S.A., Alshammari, A., Hassan, A.Q.A., Yousafzai, S.N., Thaljaoui, A., Fitriyani, N.L., Kim, C., Syafrudin, M.*

Mathematics, 12, 3294. https://doi.org/10.3390/math12203294

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J44Journal2024*Corresponding AuthorScopus

Governing with Intelligence: The Impact of Artificial Intelligence on Policy Development

Yar, M.A., Hamdan, M., Anshari, M., Fitriyani, N.L., Syafrudin, M.*

Information, 15, 556. https://doi.org/10.3390/info15090556

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J45Journal2024*Corresponding AuthorSCIEScopus

Enhancing Signature Verification Using Triplet Siamese Similarity Networks in Digital Documents

Tehsin, S., Hassan, A., Riaz, F., Nasir, I.M., Fitriyani, N.L., Syafrudin, M.*

Mathematics, 12, 2757. https://doi.org/10.3390/math12172757

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J46Journal2024*Corresponding AuthorSCIEScopus

Improving the Performance of Self-Organizing Map Using Reweighted Zero-Attracting Method

Hameed, A.A., Jamil, A., Alazzawi, E.M., Marquez, F.P.G., Fitriyani, N.L., Gu, Y., Syafrudin, M.*

Alexandria Engineering Journal, 106, 743–752, doi:10.1016/j.aej.2024.08.081

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J47Journal2024Scopus

Color Modification of Silicone-Based Prosthetic Finger by 3D-Printed Mold

Tan, W.S., Harito, C., Andhini, G.K., Martawidjaja, M., Chainando, N., Syafi’i, M., Putra, K.B., Syafrudin, M.

Prosthesis, 6, 1017-1028. https://doi.org/10.3390/prosthesis6050074

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J48Journal2024*Corresponding AuthorScopus

Exploring Tourist Experience through Online Reviews Using Aspect-Based Sentiment Analysis with Zero-Shot Learning for Hospitality Service Enhancement

Nawawi, I., Ilmawan, K.F., Maarif, M.R., Syafrudin, M.*

Information 2024, 15, 499. https://doi.org/10.3390/info15080499

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J49Journal2024*Corresponding AuthorScopus

AI in the Financial Sector: The Line between Innovation, Regulation and Ethical Responsibility

Ridzuan, N.N., Masri, M., Anshari, M., Fitriyani, N.L., Syafrudin, M.*

Information 2024, 15, 432. https://doi.org/10.3390/info15080432

DOI Google Scholar

J50Journal2024*Corresponding AuthorSCIEScopus

Block Cipher Nonlinear Component Generation via Hybrid Pseudo-Random Binary Sequence for Image Encryption

Malik, D.S., Shah, T., Tehsin, S., Nasir, I.M., Fitriyani, N.L., Syafrudin, M.*

Mathematics 2024, 12, 2302. https://doi.org/10.3390/math12152302

DOI Google Scholar

J51Journal2024*Corresponding AuthorSCIEScopus

Novel Ensemble Learning Algorithm for Early Detection of Lower Back Pain Using Spinal Anomalies

Haider, M., Hashmi, M.S.A., Raza, A., Ibrahim, M., Fitriyani, N.L., Syafrudin, M.*, Lee, S.W.

Mathematics, 12, 1955. https://doi.org/10.3390/math12131955

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J52Journal2024*Corresponding AuthorScopus

Autonomous Vehicle Safety through the SIFT Method: A Conceptual Analysis

Anshari, M., Almunawar, M.N., Masri, M., Fitriyani, N.L., Syafrudin, M.*

Information, 15, 357. https://doi.org/10.3390/info15060357

DOI Google Scholar

J53Journal2024SCIEScopus

Musculoskeletal Morbidity in Adults with Spinal Cord Injuries: A Nationwide Cohort Study

Bae, Y., Jung, H., Shin, N., Rahmati, M., Udeh, R., Kazemi, A., Li, Y., Solmi, M., Syafrudin, M., Fitriyani, N.L., et al.

NRE, 1–12, doi:10.3233/NRE-230263

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J54Journal2024*Corresponding AuthorSCIEScopus

Efficient 5.8 GHz Microstrip Antennas for Intelligent Transportation Systems: Design, Fabrication, and Performance Analysis

Guneser, M.T., Seker, C., Guler, M.I., Fitriyani, N.L., Syafrudin, M.*

Mathematics 2024, 12, 1202. https://doi.org/10.3390/math12081202

DOI Google Scholar

J55Journal2024*Corresponding AuthorSCIEScopus

Ant Colony and Whale Optimization Algorithms Aided by Neural Networks for Optimum Skin Lesion Diagnosis: A Thorough Review

Mukhlif, Y.A., Ramaha, N.T.A., Hameed, A.A., Salman, M., Yon, D.K., Fitriyani, N.L., Syafrudin, M.*, Lee, S.W.

Mathematics 2024, 12, 1049. https://doi.org/10.3390/math12071049

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J56Journal2024SCIEScopus

Applied Artificial Intelligence for Sustainability

Syafrudin, M., Alfian, G., Fitriyani, N.L., Anshari, M.

Sustainability 2024, 16, 2469. https://doi.org/10.3390/su16062469

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J57Journal2024*Corresponding AuthorScopus

Exploring Community Awareness of Mangrove Ecosystem Preservation through Sentence-BERT and K-Means Clustering

Kusumaningrum, R., Khoerunnisa, S.F., Khadijah, K., Syafrudin, M.*

Information 2024, 15, 165. https://doi.org/10.3390/info15030165

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J58Journal2024*Corresponding AuthorSCIEScopus

Consequential Advancements of Self-Supervised Learning (SSL) in Deep Learning Contexts

Abdulrazzaq, M.M., Ramaha, N.T.A., Hameed, A.A., Salman, M., Yon, D.K., Fitriyani, N.L., Syafrudin, M.*, Lee, S.W.

Mathematics 2024, 12, 758. https://doi.org/10.3390/math12050758

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J59Journal2024*Corresponding AuthorSCIEScopus

Uncovering Sustainability Insights from Amazon’s Eco-Friendly Product Reviews for Design Optimization

Maarif, M.R., Syafrudin, M.*, Fitriyani, N.L.

Sustainability 2024, 16, 172, https://doi.org/10.3390/su16010172

DOI Google Scholar

C23Conference2024Scopus

An Object Driven Fuzzy Decision Model for Sugarcane Yield Prediction in Indonesia’s Sugar Industry

Utama, D.N., Asrol, M., Suharjito, Harito, C., Napthaleni, Syafrudin, M.

In Proceedings of the 2024 7th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), IEEE: Yogyakarta, Indonesia, December 11 2024, pp. 684–688. DOI: 10.1109/ISRITI64779.2024.10963384

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C24Conference2024Scopus

A Hybrid Inference Engine to Predict Uncertain Sugar Content for Sugar Industry

Asrol, M., Napthaleni, Utama, D.N., Suharjito, Harito, C., Syafrudin, M.

Procedia Computer Science, 245, 480–489, https://doi.org/10.1016/j.procs.2024.10.274

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J26Journal2023*Corresponding AuthorScopus

Customer Shopping Behavior Analysis Using RFID and Machine Learning Models

Alfian, G., Octava, M.Q.H., Hilmy, F.M., Nurhaliza, R.A., Saputra, Y.M., Putri, D.G.P., Syahrian, F., Fitriyani, N.L., Atmaji, F.T.D., Farooq, U., ..., Syafrudin, M.*

Information 2023, 14, 551. https://doi.org/10.3390/info14100551

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J28Journal2023*Corresponding AuthorScopus

Brain Pathology Classification of MR Images Using Machine Learning Techniques

Ramaha, N.T.A., Mahmood, R.M., Hameed, A.A., Fitriyani, N.L., Alfian, G., Syafrudin, M.*

Computers, 12, 167, doi:10.3390/computers12080167

DOI Google Scholar

J29Journal2023*Corresponding AuthorSCIEScopus

Identifying Factors to Develop and Validate Social Vulnerability to Floods in Malaysia: A Systematic Review Study

Isia, I., Hadibarata, T., Jusoh, M.N.H., Bhattacharjya, R.K., Shahedan, N.F., Fitriyani, N.L., Syafrudin, M.*

Sustainability, 15, 12729, doi:10.3390/su151712729

DOI Google Scholar

J30Journal2023*Corresponding AuthorSCIEScopus

Performance Analysis and Assessment of Type 2 Diabetes Screening Scores in Patients with Non-Alcoholic Fatty Liver Disease

Fitriyani, N.L., Syafrudin, M.*, Ulyah, S.M., Alfian, G., Qolbiyani, S.L., Yang, C.-K., Rhee, J., Anshari, M.

Mathematics, 11, 2266, doi:10.3390/math11102266

DOI Google Scholar

J31Journal2023*Corresponding AuthorScopus

Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and EXplainable Artificial Intelligence (XAI)

Maarif, M.R., Saleh, A.R., Habibi, M., Fitriyani, N.L., Syafrudin, M.*

Information, 14, 265, doi:10.3390/info14050265

DOI Google Scholar

J32Journal2023*Corresponding AuthorScopus

Utilizing Random Forest with IForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags

Alfian, G., Syafrudin, M.*, Fitriyani, N.L., Alam, S., Pratomo, D.N., Subekti, L., Octava, M.Q.H., Yulianingsih, N.D., Atmaji, F.T.D., Benes, F.

Future Internet, 15, 103, doi:10.3390/fi15030103

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J33Journal2023*Corresponding AuthorScopus

Optimisation of Knowledge Management (KM) with Machine Learning (ML) Enabled

Anshari, M., Syafrudin, M.*, Tan, A., Fitriyani, N.L., Alas, Y.

Information, 14, 35, doi:10.3390/info14010035

DOI Google Scholar

J34Journal2023*Corresponding AuthorSCIEScopus

Performance Analysis of Classification and Detection for PV Panel Motion Blur Images Based on Deblurring and Deep Learning Techniques

Al-Dulaimi, A.A., Guneser, M.T., Hameed, A.A., Márquez, F.P.G., Fitriyani, N.L., Syafrudin, M.*

Sustainability, 15, 1150, doi:10.3390/su15021150

DOI Google Scholar

J35Journal2023*Corresponding AuthorSCIEScopus

CRAS-YOLO: A Novel Multi-Category Vessel Detection and Classification Model Based on YOLOv5s Algorithm

Zhao, W., Syafrudin, M.*, Fitriyani, N.L.

IEEE Access, 11, 11463–11478, doi:10.1109/ACCESS.2023.3241630

DOI Google Scholar

J36Journal2023*Corresponding AuthorSCIEScopus

Drought Analysis Based on Standardized Precipitation Evapotranspiration Index and Standardized Precipitation Index in Sarawak, Malaysia

Isia, I., Hadibarata, T., Jusoh, M.N.H., Bhattacharjya, R.K., Shahedan, N.F., Bouaissi, A., Fitriyani, N.L., Syafrudin, M.*

Sustainability, 15, 734, doi:10.3390/su15010734

DOI Google Scholar

J37Journal2023*Corresponding AuthorSCIEScopus

Retinal Nerve Fiber Layer Analysis Using Deep Learning to Improve Glaucoma Detection in Eye Disease Assessment

Prananda, A.R., Frannita, E.L., Hutami, A.H.T., Maarif, M.R., Fitriyani, N.L., Syafrudin, M.*

Applied Sciences, 13, 37, doi:10.3390/app13010037

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C19Conference2023Scopus

Improving Supplier Evaluation Model Using Ensemble Method-Machine Learning for Food Industry

Asrol, M., Wahyudi, S., Suharjito, Harito, C., Utama, D.N., Syafrudin, M.

Procedia Computer Science 2023, 227, 307–315, doi:10.1016/j.procs.2023.10.529

DOI Google Scholar

C20Conference2023Scopus

An Analysis and Design of Adaptive Assessment System for Manufacturing Industry 4.0 Implementation in Indonesia

Asrol, M., Alamsjah, F., Olivia, M., Suharjito, Harito, C., Syafrudin, M.

E3S Web Conf. 2023, 426, 01012

DOI Google Scholar

C21Conference2023Scopus

A Personalized Restaurant Recommendation Based on Topic Modeling of Online Reviews

Lee, A., Syafrudin, M., Gu, Y., Park, S., Kim, M., Lee, Y.

In Proceedings of the 2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) (3ICT2023), Bahrain, Bahrain, November 2023, p. 6., DOI:10.1109/3ICT60104.2023.10391550

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C22Conference2023Scopus

Utilizing Latent Dirichlet Allocation for Analyzing Topics in Undergraduate Theses

Sugiantoro, B., Humam, A. I., Fitriyani, N. L., Alfian, G., Maarif, M. R., & Syafrudin, M.

2023 10th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), 121–126

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B2Book/Chapter2023

Ethical Concerns in the Metaverse Business: In Advances in E-Business Research

Anshari, M., Syafrudin, M., Fitriyani, N.L., Al-Mudimigh, A.

IGI Global, 2023, pp. 35–47 ISBN 978-1-66846-097-9

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B3Book/Chapter2023

Metaverse Applications for New Business Models and Disruptive Innovation

Anshari, M., Syafrudin, M., Alfian, G.

IGI Global, 2023, ISBN 978-1-66846-097-9

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J19Journal2022*Corresponding AuthorSCIEScopus

Ethical Responsibility and Sustainability (ERS) Development in a Metaverse Business Model

Anshari, M., Syafrudin, M.*, Fitriyani, N.L., Razzaq, A.

Sustainability, 14, 15805, doi:10.3390/su142315805

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J20Journal2022*Corresponding AuthorSCIEScopus

A Comprehensive Analysis of Chinese, Japanese, Korean, US-PIMA Indian, and Trinidadian Screening Scores for Diabetes Risk Assessment and Prediction

Fitriyani, N.L., Syafrudin, M.*, Ulyah, S.M., Alfian, G., Qolbiyani, S.L., Anshari, M.

Mathematics, 10, 4027

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J21Journal2022*Corresponding AuthorScopus

Artificial Neural Network Training Using Structural Learning with Forgetting for Parameter Analysis of Injection Molding Quality Prediction

Maarif, M. R., Listyanda, R. F., Kang, Y. S., & Syafrudin, M.*

Information, 13(10), 488

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J22Journal2022*Corresponding AuthorScopus

Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method

Alfian, G., Syafrudin, M.*, Fahrurrozi, I., Fitriyani, N.L., Atmaji, F.T.D., Widodo, T., Bahiyah, N., Benes, F., Rhee, J.

Computers 2022, 11, 136, doi:10.3390/computers11090136

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J23Journal2022*Corresponding AuthorScopus

Fourth Industrial Revolution between Knowledge Management and Digital Humanities

Anshari, M., Syafrudin, M.*, Fitriyani, N.L.

Information 2022, 13, 292, doi:10.3390/info13060292

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J24Journal2022

Microbiological Contaminants in Drinking Water: Current Status and Challenges

Kristanti, R.A., Hadibarata, T., Syafrudin, M., Yılmaz, M., Abdullah, S.

Water Air Soil Pollut 2022, 233, 299

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J25Journal2022

Writing Essay as Essential Assessment in Groundwater Contamination Course

Hadibarata, T., Syafrudin, M.

Acta Pedagogia Asia 2022, 1, 9–17

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C14Conference2022Scopus

Future Glycemic Events Prediction Model Based On Artificial Neural Network

Syafrudin, M., Alfian, G., Fitriyani, N.L., Hadibarata, T., Rhee, J., Anshari, M.

In Proceedings of the 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT), IEEE: Sakheer, Bahrain, November 20 2022, pp. 151–155

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C15Conference2022Scopus

Chronic Disease Prediction Model Using Integration of DBSCAN, SMOTE-ENN, and Random Forest

Fitriyani, N. L., Syafrudin, M., Alfian, G., Yang, C. K., Rhee, J., & Ulyah, S. M.

In 2022 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS) (pp. 289-294). IEEE

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C16Conference2022Scopus

A Personalized Blood Glucose Prediction Model Using Random Forest Regression

Syafrudin, M., Alfian, G., Fitriyani, N. L., Fahrurrozi, I., Anshari, M., & Rhee, J.

In 2022 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS) (pp. 295-299). IEEE

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C17Conference2022

Improving Accuracy of Machine Learning-Based Prediction Model for Heart Disease Classification Using Information Gain and DBSCAN

Fitriyani, N. L., Syafrudin, M., & Alfian, G.

In KMIS International Conference (pp. 506-509)

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C18Conference2022

Forecasting Blood Glucose Using Extreme Gradient Boosting Regression Model

Syafrudin, M., Fitriyani, N. L., & Alfian, G.

In KMIS International Conference (pp. 501-505)

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J17Journal2021SCIEScopus

Characterization of Microplastics in the Water and Sediment of Baram River Estuary, Borneo Island

Choong, W.S., Hadibarata, T., Yuniarto, A., Tang, K.H.D., Abdullah, F., Syafrudin, M., Al Farraj, D.A., Al-Mohaimeed, A.M.

Marine Pollution Bulletin 2021, 172, 112880

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J18Journal2021Scopus

Pesticides in Drinking Water—A Review

Syafrudin, M., Kristanti, R.A., Yuniarto, A., Hadibarata, T., Rhee, J., Al-onazi, W.A., Algarni, T.S., Almarri, A.H., Al-Mohaimeed, A.M.

IJERPH 2021, 18, 468, (SSCI, IF Top 23.580% (42/176) in PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH, based on JCR 2020)

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B1Book/Chapter2021Scopus

Utilizing IoT-Based Sensors and Prediction Model for Health-Care Monitoring System

Alfian, G., Syafrudin, M., Fitriyani, N.L., Syaekhoni, M.A., Rhee, J.

In Artificial Intelligence and Big Data Analytics for Smart Healthcare, Elsevier, 2021, pp. 63–80 ISBN 978-0-12-822060-3

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J11Journal2020*Corresponding AuthorSCIEScopus

Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features

Alfian, G., Syafrudin, M.*, Anshari, M., Benes, F., Atmaji, F.T.D., Fahrurrozi, I., Hidayatullah, A.F., Rhee, J.

Biocybernetics and Biomedical Engineering 2020, 40, 1586–1599

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J12Journal2020*Corresponding AuthorSCIEScopus

Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors

Alfian, G., Syafrudin, M.*, Fitriyani, N.L., Anshari, M., Stasa, P., Svub, J., Rhee, J.

Mathematics 2020, 8, 1620

DOI

J13Journal2020SCIEScopus

A Self-Care Prediction Model for Children with Disability Based on Genetic Algorithm and Extreme Gradient Boosting

Syafrudin, M., Alfian, G., Fitriyani, N.L., Anshari, M., Hadibarata, T., Fatwanto, A., Rhee, J.

Mathematics 2020, 8, 1590

DOI

J14Journal2020*Corresponding AuthorSCIEScopus

HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System

Fitriyani, N.L., Syafrudin, M.*, Alfian, G., Rhee, J.

IEEE Access 2020, 8, pp. 1-17

DOI

J15Journal2020SCIEScopus

Improving Efficiency of RFID-based Traceability System for Perishable Food by Utilizing IoT Sensors and Machine Learning Model

Alfian, G., Syafrudin, M., Farooq, U., Ma’arif, M.R., Syaekhoni, M.A., Fitriyani, N.L., Jaeho, L., Rhee, J.

Food Control 2020, 110, 107016

DOI

J16Journal2020

Removal of Procion Red MX- 5B from aqueous solution by adsorption on Parkia speciosa (stink bean) peel powder

Anuar, F.I., Hadibarata, T., Syafrudin, M., Fona, Z.

Biointerface Res Appl Chem 2020, 10, 4774–4779

DOI

C9Conference2020Scopus

Prediction Model for Type 2 Diabetes Using Stacked Ensemble Classifiers

Fitriyani, N.L., Syafrudin, M., Alfian, G., Fatwanto, A., Qolbiyani, S.L., Rhee, J.

In Proceedings of the 2020 International Conference on Decision Aid Sciences and Application (DASA), IEEE: Sakheer, Bahrain, November 8 2020, pp. 399–402

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C10Conference2020Scopus

Improving Efficiency of Self-Care Classification Using PCA and Decision Tree Algorithm

Syafrudin, M., Alfian, G., Fitriyani, N.L., Sidiq, A.H., Tjahjanto, T., Rhee, J.

In Proceedings of the 2020 International Conference on Decision Aid Sciences and Application (DASA), IEEE: Sakheer, Bahrain, November 8 2020, pp. 224–227

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C11Conference2020Scopus

Traceability System Using IoT and Forecasting Model for Food Supply Chain

Alfian, G., Syafrudin, M., Fitriyani, N.L., Rhee, J., Ma’arif, M.R., Riadi, I.

In Proceedings of the 2020 International Conference on Decision Aid Sciences and Application (DASA), IEEE: Sakheer, Bahrain, November 8 2020, pp. 903–907

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C12Conference2020Scopus

Blood Glucose Prediction Model for Type 1 Diabetes based on Extreme Gradient Boosting

Alfian, G., Syafrudin, M., Rhee, J., Anshari, M., Mustakim, M., Fahrurrozi, I.

IOP Conference Series: Materials Science and Engineering 2020, 803, 012012

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C13Conference2020Scopus

In-store Customer Shopping Behavior Analysis by Utilizing RFID-enabled Shelf and Multilayer Perceptron Model

Alfian, G., Syafrudin, M., Rhee, J., Stasa, P., Mulyanto, A., Fatwanto, A.

IOP Conference Series: Materials Science and Engineering 2020, 803, 012022

DOI Google Scholar

J7Journal2019*Corresponding AuthorSCIEScopus

Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension

Fitriyani, N.L., Syafrudin, M.*, Alfian, G., Rhee, J.

IEEE Access 2019, 7, pp. 144777-144789

DOI

J8Journal2019SCIEScopus

False Positive RFID Detection Using Classification Models

Alfian, G., Syafrudin, M., Yoon, B., Rhee, J.

Appl. Sci. 2019, 9, 1154

DOI

J9Journal2019SCIEScopus

An Affordable Fast Early Warning System for Edge Computing in Assembly Line

Syafrudin, M.*, Fitriyani, N.L., Alfian, G., Rhee, J.

Appl. Sci. 2019, 9, 84

DOI

J10Journal2019CiteScore: 3.50IF: 2.51SSCIScopus

Customer Behavior Analysis using Real-time Data Processing: A Case Study of Digital Signage-based Online Stores

Alfian, G., Ijaz, M.F., Syafrudin, M., Syaekhoni, M.A., Fitriyani, N.L., Rhee, J.

Asia Pacific Journal of Marketing and Logistics 2019, 31, 265–290.

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C8Conference2019Scopus

Detecting Movement and Direction of Tags for RFID Gate

Alfian, G., Syafrudin, M., Jaeho, L., Rhee, J.

2019 5th International Conference on Science and Technology (ICST). July 30–31. Yogyakarta, Indonesia

DOI Google Scholar

J4Journal2018CiteScore: 4.30IF: 3.03SCIEScopus

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing

Syafrudin, M., Alfian, G., Fitriyani, N.L., Rhee, J.

Sensors 2018, 18, 2946

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J5Journal2018CiteScore: 1.80IF: 2.22SCIEScopus

Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest

Ijaz, M.F., Alfian, G., Syafrudin, M., Rhee, J.

Appl. Sci. 2018, 8, 1325

DOI Google Scholar

J6Journal2018CiteScore: 4.30IF: 3.03SCIEScopus

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing

Alfian, G., Syafrudin, M., Ijaz, M.F., Syaekhoni, M.A., Fitriyani, N.L., Rhee, J.

Sensors 2018, 18, 2183

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C6Conference2018Scopus

Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments

Syafrudin, M., Lee, K., Alfian, G., Jaeho, L., Rhee, J.

2018 2nd International Conference on Big Data and Internet of Things. October 24 - 26. Beijing, China: ACM Digital Library

DOI Google Scholar

C7Conference2018

A Low Cost IoT-based Traceability System for Perishable Food Supply Chain

Alfian, G., Ijaz, M.F., Syafrudin, M., Jaeho, L., Rhee, J.

The 2018 World Congress on Information Technology Applications and Services. February 20-22. Jeju, Korea: KIPS

Google Scholar

J1Journal2017CiteScore: 2.50IF: 2.08SCIESSCIScopus

An Open Source-Based Real-Time Data Processing Architecture Framework for Manufacturing Sustainability

Syafrudin, M., Fitriyani, N.L., Li, D., Alfian, G., Rhee, J., Kang, Y.-S.

Sustainability 2017, 9, 2139.

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J2Journal2017CiteScore: 2.50IF: 2.08SCIESSCIScopus

Real-Time Monitoring System Using Smartphone-Based Sensors and NoSQL Database for Perishable Supply Chain

Alfian, G., Syafrudin, M., Rhee, J.

Sustainability 2017, 9, 2073.

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J3Journal2017CiteScore: 0.70IF: 1.68SCIEScopus

Performance Analysis of a Forecasting Relocation Model for One-Way Carsharing

Alfian, G., Rhee, J., Ijaz, M.F., Syafrudin, M., Fitriyani, N.L.

Appl. Sci. 2017, 7, 598

DOI Google Scholar

C3Conference2017

Real time monitoring system based on IoT sensor data for assembly line process in the automotive factory

Syafrudin, M., Lee, K., Fitriyani, N.L., Alfian, G., Rhee, J.

Korean Society of Manufacturing Technology Engineers Annual Autumn Conference 2017. December 6-8. Jeju, Korea: KSMTE

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C4Conference2017

Development of Real-time Prediction System Based on Random Forest Algorithm in Smart Factory

Syafrudin, M., Lee, K., Fitriyani, N.L., Alfian, G., Rhee, J.

Korea Business Intelligence Data Mining Society Fall Conference 2017. November 24-25. Busan, Korea: KDMS

DOI Google Scholar

C5Conference2017

Development of Distributed Processing System for Real-time Sensor Data: Injection Molding Process

Kang, Y.-S, Syafrudin, M., Fitriyani, N.L., Won, J., Lee, Y.-H., Rhee, J.

Proceedings of Korean Society for Precision Engineering 2017 Spring Conference. May 17-19. Jeju, Korea: KSPE, 574-574

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C1Conference2016Scopus

Real-time eye state detection system using haar cascade classifier and circular hough transform

Fitriyani, N.L., Yang, C-K., Syafrudin, M.

2016 IEEE 5th Global Conference on Consumer Electronics. October 11-14. Kyoto, Japan: IEEE

DOI Google Scholar

C2Conference2016

A Quality Prediction as a Service for Manufacturing Small and Medium-sized Enterprises (SMEs)

Syafrudin, M., Lee, Y.-H.

International Symposium on Green Manufacturing and Applications 2016. June 21-25. Bali, Indonesia: KSPE and ISGMA

DOI Google Scholar

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