Professional Summary
Irvanizam Irvanizam a.k.a Irvanizam Zamanhuri is an associate professor at the Department of Informatics, Universitas Syiah Kuala, where he was Vice-Head of the department from 2014-2022. From 2011 to 2014, he was a Lab. Coordinator at the laboratory of Database and Data Mining. He obtained a PhD degree in Computer Science from Universitas Sumatera Utara (2025), Medan, Indonesia, under supervision of Prof. Drs. Mahyuddin K. M. Nasution, M.IT, PhD, and co-supervision of Prof. Dr. Tulus, Vor.Dipl.Math., M.Si, Ph.D and Assoc. Prof. Dr. Erna Budhiarti Nababan, M.IT. He received a MSc degree in Computer Science from the Free University of Bozen-Bolzano (2010), Italy, under supervision of Prof. Dr. Michael Boehlen and a BSc degree in Mathematics Science from Universitas Syiah Kuala (2002) under supervison of Dipl-Ing. Hans Juergen Beling, M.Sc. His current research interests include soft computing, neutrosophic sets and its applications, decision support system, fuzzy sets and its application, multiple-attribute group decision making, multiple-criteria decision making and information systems. He is also author of publications in international journals and conference proceedings, many of which are indexed by Scopus and Web of Science (Expert Systems with Applications, IEEE Access, Journal of Supercomputing, Applied Computational Intelligence and Soft Computing, Journal of Multidisciplinary Healthcare, Axioms, Advances in Fuzzy Systems, International Journal of Computing and Digital System, Heliyon, IREMOS, Journal of Engineering Science and Technology, IEEE Cyberneticscom, ICIC, ICELTICs, CITSM, ICITEE, VLDB, and ICAITI, and according to Scopus, has H-index 18, Web of Science, has H-index 8, and Google Scholar, has H-index 21.
Educational Background
M.Sc. in Computer Science from Free University of Bozen-Bolzano, Italy.
ASEAN Eng. in Informatics Engineering from ASEAN Federation of Engineering Organisations (AFEO), Pampanga, Philippines.
Ir. (Ingenieur or Engineer) in Informatics Engineering from Universitas Syiah Kuala, Banda Aceh, Indonesia.
B.Sc. in Mathematics Science from Universitas Syiah Kuala, Banda Aceh, Indonesia.
Membership in Professional Associations: He is a member of the following professional associations: the Institute of Electrical and Electronics Engineers (IEEE, member'18), the Institution of Engineers Indonesia (PII, member'22), IAENG Computer Science (member'17), Neutrosophic Science International Association (NSIA) and one of neutrosophic researchers (Encyclopedia Neutrosophic Researchers), the International Society of Fuzzy Sets Extensions and Applications (ISFSEA)
Main Research Areas:
Soft computing, neutrosophic and fuzzy systems, decision support system, fuzzy sets and its application, multiple-attribute decision making, multiple-attribute group decision making.
Editor Activity for Journals
He actively serves as editor for science and engineering Journals: Sustainable Computing: Informatics and Systems (Elsevier-Scopus Q1, CiteScore 2024 of 12.3, Impact Factor of 5.7), Discover Artificial Intelligence (Springer-Scopus Q1, CiteScore 2024 of 6.0), New Generation Computing (Springer-Scopus Q2, Impact Factor 2024 of 2.8), Journal of Universal Computer Science (Graz University of Technology & J.UCS Publishing-Scopus Q3, IF 2024 of 1.0), Neutrosophic Systems with Applications.
Call for Papers — Special Collection!
Dear colleagues,
I am pleased to share that I am serving as Guest Editor for the Special Collection entitled: Artificial Intelligence and Fuzzy Logic for Intelligent Decision Making under Uncertainty hosted by Discover Artificial Intelligence (Publisher: Springer Nature), Indexed in Scopus-Q1.
This Collection aims to bring together high-quality research articles, reviews, and case studies that explore the integration of artificial intelligence, fuzzy logic, and computational intelligence in addressing complex and uncertain decision-making problems across various domains.
We cordially invite researchers, academics, and practitioners to contribute their latest findings and innovative studies.
The submission portal is now open and will remain active until 31 July 2026.
Collection Website: https://link.springer.com/collections/gbciiibjef
Submission Deadline: 31 July 2026.
Topics include (but are not limited to): Fuzzy logic and uncertainty modeling in AI; Intelligent decision support systems
Machine learning under uncertainty; Hybrid intelligent system; AI applications in healthcare, engineering, and environmental science.
All submissions will undergo a rigorous peer-review process in accordance with the journal’s standards. We sincerely look forward to your valuable contributions to make this Collection a success.
Warm regards,
Assoc. Prof. Dr. Irvanizam Irvanizam
Guest Editor — Artificial Intelligence and Fuzzy Logic for Intelligent Decision Making under Uncertainty
Department of Informatics, Universitas Syiah Kuala.
Reviewer Activity for Journals
He regularly serves as reviewer for prestigious science and engineering Journals: (Expert Systems with Applications (Elsevier-Q1), IEEE Access (IEEE-Q1), IEEE Transactions on Intelligent Transportation Systems (IEEE-Q1), IEEE Internet of Things Journal (IEEE-Q1), Engineering Applications of Artificial Intelligence (Elsevier-Q1), Applied Soft Computing (Elsevier-Q1), Intelligent Systems with Applications (Elsevier-Q1), Artificial Intelligence Review (Springer-Q1), Journal of Big Data (Springer-Q1), Information Sciences (Elsevier-Q1), Cluster Computing (Springer-Q1), Cognitive Computation (Springer-Q1), Computer Methods and Programs in Biomedicine (Elsevier-Q1), Computers & Electrical Engineering (Elsevier-Q1), Computers & Industrial Engineering (Elsevier-Q1), International Journal of Intelligent Systems (Wiley-Q1), Computers in Biology and Medicine (Elsevier-Q1), Computer Methods and Programs in Biomedicine Update (Elsevier-Q1), Decision Analytics Journal (Elsevier-Q1), Alexandria Engineering Journal (Elsevier-Q1), Journal of King Saud University-Computer and Information Sciences (Elsevier-Q1), International Journal of Machine Learning and Cybernetics (Springer-Q1), Knowledge and Information Systems (Springer-Q1), Journal of Industrial Information Integration (Elsevier-Q1), PeerJ-Computer Science (PeerJ Publishing-Q1), Heliyon (CellPress-Q1), Case Studies in Thermal Engineering (Elsevier-Q1), Applied Food Research (Elsevier-Q1), Studies in Educational Evaluation (Elsevier-Q1), Cleaner Logistics and Supply Chain (Elsevier-Q1), Journal of Open Innovation: Technology, Market, and Complexity (Elsevier-Q1), Energy and Built Environment (Elsevier-Q1), Scientific Reports (Nature-Q1), The Microbe (Elsevier-Q1), Systems and Soft Computing (Elsevier-Q2), Soft Computing (Springer-Q2), MethodX (Elsevier-Q2), SoftwareX (Elsevier-Q2), Entertainment Computing (Elsevier-Q2), Measurement (Elsevier-Q2), Results in Control and Optimization (Elsevier-Q2), CMC-Computers, Materials & Continua (Tech Science Press-Q2), International Journal of Biomedical Imaging (Wiley-Q2), International Journal of Communication Systems (Wiley-Q2), IET Software (Wiley-Q2), Mathematical Problems in Engineering (Hindawi-Q2), Discover Applied Sciences (Springer-Q2), Environmental Monitoring and Assessment (Springer-Q2), Journal of Computational and Applied Mathematics (Elsevier-Q2), BMC Research Notes (Springer-Q2), Mathematical Biosciences and Engineering (MBE-Q2), International journal of information technology and web engineering (IGI-Global-Q3), International Journal of Computing and Digital Systems (University of Bahrain-Q3), Scientia Iranica (Sharif University of Technology, Iran-Q3), Philippine Journal of Science (Science and Technology Information Institute, Philippines-Q3), Operations Research and Decisions (Wroclaw University of Science and Technology-Q4), Machine Learning with Applications (Elsevier-No-Q), Informatics and Health (Elsevier-No-Q), JoCAI (Sinta 2).
Technical Program Committee (TPC) Members and Reviewer Activity for International Conferences
He is currently serving as a General Chair for the 6th International Conference on Electrical Engineering and Informatics 2026 (ICELTICs-2026), leading the strategic planning, organization, and execution of the conference, and will be held in Banda Aceh, Indonesia, on October 28–29, 2026.
♦ IEEE-international Conference on Artificial Intelligence, Systems, and Emerging Technologies (IEEE-ICAISET'26) (Hybrid) April 21-23, 2026 Alshorouk Academy, Egypt. ♦ IEEE International Conference on Computer & Applications (IEEE-ICCA 2026) December 21 - 24, 2026 Alshorouk Academy, Egypt. ♦ IEEE-International Conference of Frontiers of Engineering and Emerging Technologies (FET’26) (IEEE-FET 2026) 22-23 April 2026 – Kingdom of Bahrain. ♦ 2026 ASU International Conference In Emerging Technologies For Sustainability And Intelligent Systems (Hybrid)(ICETSIS 2026) May 6-7, 2026, Applied Science University in Bahrain, Kingdom of Bahrain.
IEEE-IMCET (2023); IEEE-ICM (2023); IEEE-ICCA (2023); IEEE-3ICT (2023, 2021, 2020); IEEE-DATA (2023, 2021, 2020) IC-COSITE (2021), SRC (2021), FSDM (2021, 2020, 2019), DATA(2021,2020), 3ICT (2021, 2020), DASA (2021, 2020), ICELTICs (2020, 2018, 2017), ISAIC (2020), ICONES (2019), IEEE CYBERNETICSCOM 2019).
Book and Book Chapters
He published three book chapters titled “Improved MABAC Method for Multicriteria Group Decision Making with Trapezoidal Fuzzy Neutrosophic Numbers” in the “Handbook of Research on Advances and Applications of Fuzzy Sets and Logic” (IGI Global, 2022) edited by Dr. Said Broumi, “An Extended EDAS Based on Multi-Attribute Group Decision Making to Evaluate Mathematics Teachers With Single-Valued Trapezoidal Neutrosophic Numbers” in the “Handbook of Research on the Applications of Neutrosophic Sets Theory and Their Extensions in Education” (IGI Global, 2023) edited by Dr. Said Broumi, Single-Valued Neutrosophic ARAS Based on Multi-Criteria Group Decision-Making for a School Selection in "Multi-Criteria Decision Making Models and Techniques: Neutrosophic Approaches" (IGI Global, 2024) edited by Dr. Mohamed Abdel-Basset, Dr. Abduallah Gamal, Prof. Dr. Florentin Smarandache, and Bipolar Neutrosophic ARAS Method Based on Multiple Attribute Group Decision-Making to Evaluate the Service Quality of Sharia Bank Branch Offices in "Neutrosophic Paradigms: Advancements in Decision Making and Statistical Analysis" (Springer, 2025) edited by Dr. Zahid Khan and Prof. Dr. Florentin Smarandache, and indexed by Scopus.
Selected Articles
Irvanizam, I., Zahara, N., Fikri, A., and Junaidi, H., A multi-criteria decision-making framework using spherical trapezoidal fuzzy harmonic mean aggregation and the best–worst method for selecting an electric vehicle charging station location, Journal of Supercomputing 81, 936 (2025). https://doi.org/10.1007/s11227-025-07372-x
I. Irvanizam, M. K. M. Nasution, T. Tulus and E. B. Nababan, An Extended CRITIC Algorithm Based on Spherical Fuzzy Sets to Determine the Objective Weights of Decision-Makers, 2024 Ninth International Conference on Informatics and Computing (ICIC), Medan, Indonesia, 2024, pp. 1-7
Irvanizam, I., Helzami, D. (2025). Bipolar Neutrosophic ARAS Method Based on Multiple Attribute Group Decision-Making to Evaluate the Service Quality of Sharia Bank Branch Offices. In: Smarandache, F., Khan, Z. (eds) Neutrosophic Paradigms: Advancements in Decision Making and Statistical Analysis. Studies in Fuzziness and Soft Computing, vol 435. Springer, Cham.
I. Irvanizam, M. K. M. Nasution, T. Tulus and E. B. Nababan, "A Hybrid Decision Support Framework Using MEREC-RAFSI with Spherical Fuzzy Numbers for Selecting Banking Financial Aid Recipients," in IEEE Access, doi: 10.1109/ACCESS.2025.3539200.
I. Irvanizam and N. Zahara, “An improved RAFSI method based on single-valued trapezoidal neutrosophic number and its Harmonic and Arithmetic mean operators for healthcare service quality evaluation,” Expert Systems with Applications, vol. 248. Elsevier BV, p. 123343, Aug. 2024. doi: 10.1016/j.eswa.2024.123343.
I. Irvanizam, Z. Zulfan, P. F. Nasir, M. Marzuki, S. Rusdiana, and N. Salwa, “An Extended MULTIMOORA Based on Trapezoidal Fuzzy Neutrosophic Sets and Objective Weighting Method in Group Decision-Making,” IEEE Access, vol. 10. Institute of Electrical and Electronics Engineers (IEEE), pp. 47476–47498, 2022. doi: 10.1109/access.2022.3170565.
Geographic Citation Map
Released on: Monday, February 17, 2025
Educational Background
2022 – 2026
S3
Universitas Sumatera Utara
Ilmu Komputer
2005 – 2010
S2
The Free University Of Bozen-bolzano
Informatika
2000 – 2002
S1
Universitas Syiah Kuala
Matematika
| 1 | Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP |
| 2 | A Hybrid Decision Support Framework Using MEREC-RAFSI with Spherical Fuzzy Numbers for Selecting Banking Financial Aid Recipients |
| 3 | Bipolar Neutrosophic ARAS Method Based on Multiple Attribute Group Decision-Making to Evaluate the Service Quality of Sharia Bank Branch Offices |
| 4 | A multi-criteria decision-making framework using spherical trapezoidal fuzzy harmonic mean aggregation and the bestâworst method for selecting an electric vehicle charging station location |
| 5 | Rainfall forecasting by utilizing adaptive neuro-fuzzy inference system in Aceh Besar District |
| 6 | A multi-criteria decision-making framework using spherical trapezoidal fuzzy harmonic mean aggregation and the best–worst method for selecting an electric vehicle charging … |
| 7 | A Convolutional Neural Network Model for Mushroom Toxicity Recognition |
| 8 | Application of Modified Kruskal Algorithms in Determining Tourism Routes Optimization in Banda Aceh City |
| 9 | A multi-criteria decision-making framework using spherical trapezoidal fuzzy harmonic mean aggregation and the bestâworst method for selecting an electric vehicle charging ⦠|
| 10 | An improved RAFSI method based on single-valued trapezoidal neutrosophic number and its Harmonic and Arithmetic mean operators for healthcare service quality evaluation |
| 11 | Applying the Fuzzy Analytic Hierarchy Process Method to Analyze the Most Influential Factors on the Quality of Life of Type II Diabetes Mellitus Patients in Pidie |
| 12 | Single-valued neutrosophic ARAS based on multi-criteria group decision-making for a school selection |
| 13 | Evaluating Geothermal Power Plant Sites with Additive Ratio Assessment: Case Study of Mount Seulawah Agam, Indonesia |
| 14 | Backpropagation Neural Network-Based Prediction of Kovats Retention Index for Essential Oil Compounds |
| 15 | Optimizing Geothermal Power Plant Locations in Indonesia: A Multi-Objective Optimization on The Basis of Ratio Analysis Approach |
| 16 | Artificial Neural Network–Particle Swarm Optimization Approach for Predictive Modeling of Kovats Retention Index in Essential Oils |
| 17 | Artificial Neural NetworkâParticle Swarm Optimization Approach for Predictive Modeling of Kovats Retention Index in Essential Oils |
| 18 | An Extended EDAS Based on Multi-Attribute Group Decision Making to Evaluate Mathematics Teachers With Single-Valued Trapezoidal Neutrosophic Numbers |
| 19 | Applying Artificial Neural Network Based on Backpropagation Method for Indonesian Sign Language Recognition |
| 20 | A hybrid intelligent model based on logistic regression and fuzzy multiple-attribute decision-making for credit evaluation |
| 21 | Penerapan Aplikasi-Aplikasi Microsoft Office dan Google Docs dalam Upaya Peningkatan Media Pembelajaran di Madrasah Aliyah Negeri 5 Bireuen |
| 22 | Sistem Penyewaan Ruang dan Fasilitas Gedung Academic Activity Center (AAC) Dayan Dawood berbasis Web |
| 23 | Utilization of drone with thermal camera in mapping digital elevation model for Ie Seu'um geothermal manifestation exploration security |
| 24 | Student Perspectives on the Role of Artificial Intelligence in Education: A Survey-Based Analysis |
| 25 | Journal of Educational Management and Learning |
| 26 | Leuser Journal of Environmental Studies |
| 27 | ANFIS-based QSRR modelling for kovats retention index prediction in gas chromatography |
| 28 | EFEKTIVITAS PENERAPAN PEMBELAJARAN TUTOR SEBAYA UNTUK MENINGKATKAN MEMBACA AL-QUR’AN PADA SISWA KELAS X-1 DI SMAN 5 PALANGKA RAYA |
| 29 | An Implementation of Hybrid CNN-XGBoost Method for Leukemia Detection Problem |
| 30 | Exploring geothermal manifestations in ie jue, Indonesia: Enhancing safety with unmanned aerial vehicle |
| 31 | Digital transformations in vocational high school: A case study of management information system implementation in Banda Aceh, Indonesia |
| 32 | EFEKTIVITAS PENERAPAN PEMBELAJARAN TUTOR SEBAYA UNTUK MENINGKATKAN MEMBACA AL-QURâAN PADA SISWA KELAS X-1 DI SMAN 5 PALANGKA RAYA |
| 33 | THE PREDICTION OF KOVATS RETENTION INDICES OF ESSENTIAL OILS AT GAS CHROMATOGRAPHY USING GENETIC ALGORITHM-MULTIPLE LINEAR REGRESSION AND SUPPORT VECTOR REGRESSION |
| 34 | An Extended MULTIMOORA Based on Trapezoidal Fuzzy Neutrosophic Sets and Objective Weighting Method in Group Decision-Making |
| 35 | Applying Fuzzy Decision Tree Method for Hypertension Classification in Adolescent |
| 36 | Improved MABAC method for multicriteria group decision making with trapezoidal fuzzy neutrosophic numbers |
| 37 | Application of genetic algorithm-multiple linear regression and artificial neural network determinations for prediction of kovats retention index |
| 38 | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| 39 | Spreadsheet and iteration dead times of 2-alkanones homologues series eluted by acetonitrile/water in reversed phase high-performance liquid chromatography |
| 40 | Research Article An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| 41 | An improved EDAS method based on bipolar neutrosophic set and its application in group decision‐making |
| 42 | The effect of column and temperature variation on the determination of the dead time in gas chromatographic systems using indirect methods |
| 43 | An Extended Fuzzy TODIM Approach for Multiple-Attribute Decision-Making with Dual-Connection Numbers |
| 44 | An extended MABAC method based on triangular fuzzy neutrosophic numbers for multiple-criteria group decision making problems |
| 45 | Exploring health professionalsâ perceptions on health-id, an electronic integrated patient progress documentation system: A qualitative study in Indonesia |
| 46 | Exploring health professionals’ perceptions on Health-ID, an electronic integrated patient progress documentation system: a qualitative study in Indonesia |
| 47 | Journal: Journal of Multidisciplinary Healthcare, 2020, p. 1649-1656 |
| 48 | Research Article An Extended Fuzzy TODIM Approach for Multiple-Attribute Decision-Making with Dual-Connection Numbers |
| 49 | 963 An Extended MABAC Method Based on Triangular Fuzzy 964 Neutrosophic Numbers for Multiple-Criteria Group Deci- 965 sion Making Problems |
| 50 | 640 An Extended MABAC Method Based on Triangular Fuzzy 641 Neutrosophic Numbers for Multiple-Criteria Group Deci-642 sion Making Problems |
| 51 | An Extended Fuzzy TODIM Approach for Multiple‐Attribute Decision‐Making with Dual‐Connection Numbers |
| 52 | Retention index prediction of flavor and fragrance by multiple linear regression and the genetic algorithm |
| 53 | Open Journal Systems Journal Help |
| 54 | Analisis Empiris Atas ORDPATH Encoding Untuk Kinerja Insert Node Pada Ordered XML Tree |
| 55 | SISTEM INFORMASI PENJUALAN PADA KOPERASI SYARIâ≢AT PERTI |
| 56 | SISTEM INFORMASI PENJUALAN PADA KOPERASI SYARI’AT PERTI |
| 57 | Query Penjadwalan Matakuliah Menggunakan Basis Data Terelasi |
| 58 | Penerapan Algoritma Pencarian Biner dalam Aplikasi Kamus e-Acesia |
| 59 | Storing and Querying XML into a Relational Database using FDewey Encoding |
| 60 | General Co-Chair |
| 61 | IEEE CYBERNETICSCOM 2019 |
| 1 | An Extended EDAS Based on Multi-Attribute Group Decision Making to Evaluate Mathematics Teachers With Single-Valued Trapezoidal Neutrosophic Numbers |
| 2 | Improved MABAC Method for Multicriteria Group Decision Making With Trapezoidal Fuzzy Neutrosophic Numbers |
| 1 | Flowchart Prediksi Nilai pIC50 Senyawa Terhadap Virus Hepatitis C NS5B |
| 2 | Desain Sistem Informasi Manajemen Guru dan Siswa di SMK Negeri 1 dan SMK Negeri 3 Banda Aceh |
| 3 | Flowchart Prediksi Indeks Retensi Kovats menggunakan Machine Learning |
| 4 | EDAS-BANSOS: Aplikasi Sistem Pendukung Keputusan Penentuan Penerima Bantuan Sosial Berbasiskan Website dengan Menggunakan Metode EDAS |
| 5 | COND-KRUSKAL-APPL: Aplikasi Android Algoritma Ekstensi Kruskal Bersyarat dalam Penentuan Rute Minimum Lokasi Pariwisata |
| 6 | Basis Data Sistem Pendukung Keputusan Bantuan Usaha Ekonomi Produktif |
| 7 | Aplikasi Sistem Pendukung Keputusan Berbasis Web untuk Memilih Laptop dengan Metode Simple Additive Weighting (SAW) |
| 8 | METADATA SISTEM INFORMASI PENGGUNAAN LABORATORIUM (SIPLAB) |
| 9 | Health-ID V.02 |
| 10 | Metadata Sistem Informasi Baca EWMP (SIBACE) |
| 11 | Metadata Sistem Informasi Manajemen Tugas Akhir (SIMATA) |
| 12 | Aplikasi Sistem Informasi Baca EWMP (SIBACE) Berbasis Website |
| 13 | Entity Relationship Diagram (ER-Diagram) Basis Data Sistem Pendukung Keputusan Distribusi Rumah Dhuafa |
| 14 | Model ER-Diagram Basis Data Sistem Informasi Repositori Penelitian Mahasiswa (SIRepoPM) |
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