Department of Business Statistics

2025

Assessing the impact of economic uncertainty on Indonesia’s rural bank stability

Mawardi, I., Risyad, M. H. & Al Mustofa, M. U., 2025, (Accepted/In press) In: Journal of Islamic Accounting and Business Research.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Comparison of Artificial Neural Network and Long Short-Term Memory for Modelling Crude Palm Oil Production in Indonesia

Ulama, B. S. S., Putra, R. A., Hibatullah, F., Habibi, M. R. & Nafis, M. A., 2025, In: International Journal of Advanced Computer Science and Applications. 16, 1, p. 741-747 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Determinant factors for online cash waqf intention among Muslim millennial generation

Widiastuti, T., Mawardi, I., Samer Ali, A. S., Atiya, N., Rani, L. N., Robani, A. B. & Al Mustofa, M. U., 2 Jan 2025, In: Journal of Islamic Marketing. 16, 1, p. 258-289 32 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Does economic uncertainty hinder or help business profit? Evidence from Indonesia’s commercial banking industry

Mawardi, I., Risyad, M. H. & Al Mustofa, M. U., 2025, (Accepted/In press) In: International Journal of Islamic and Middle Eastern Finance and Management.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Geopolitical risk and foreign direct investment: the role of liberalization, institutions and financial markets

Al Mustofa, M. U. & Risyad, M. H., 2025, (Accepted/In press) In: Studies in Economics and Finance.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Innovation for prosperity: analyzing the interplay of Islamic finance and human capital on economic development

Risyad, M. H., Mawardi, I. & Al Mustofa, M. U., 2025, (Accepted/In press) In: Journal of Islamic Accounting and Business Research.

Research output: Contribution to journal › Article › peer-review

Overcoming barriers to optimizing cash waqf linked sukuk: A DEMATEL-ANP approach

Ryandono, M. N. H., Widiastuti, T., Filianti, D., Robani, A., Al Mustofa, M. U., Susilowati, F. D., Wijayanti, I., Dewi, E. P. & Atiya, N., Jan 2025, In: Social Sciences and Humanities Open. 11, 101588.

Research output: Contribution to journal › Article › peer-review

The Impact of Natural Disaster on Resilience of Tourism Performances in West Nusa Tenggara: Random Effect Models (REM)

Wilantari, R. N., Wibowo, W., Rahmawati, Y. & Bahri, E. N. A., 2025, In: International Journal of Hospitality and Tourism Systems. 18, 2, p. 23-31 9 p.

Research output: Contribution to journal › Article › peer-review

THE ROLE OF DEPOSIT INSURANCE IN SUPPORTING ISLAMIC MICROFINANCE INSTITUTIONS: INSIGHTS FROM INDONESIA

Fianto, B. A., Aryo, B., Shah, S. A. A., Al Mustofa, M. U., Anisha, A. I. I. N. & Ruslan, R. A. H. M., 2025, In: Journal of Islamic Monetary Economics and Finance. 11, 1, p. 7-34 28 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2024

A Bayesian Network for Classifying and Predicting Ship Collision

Ratih, I. D., Artana, K. B., Kuswanto, H., Pratiwi, E. & Nuari, M. F., 2024, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 403-414 12 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 191).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

1 Citation (Scopus)

A Dynamic Discretization Algorithm for Learning BN Model: Predicting Causation Probability of Ship Collision in the Sunda Strait, Indonesia

Ratih, I. D., Artana, K. B., Kuswanto, H., Handani, D. W. & Zahabiya, R., 2024, In: Journal of Eta Maritime Science. 12, 4, p. 404-417 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Aspect-Based Sentiment Analysis for Mobile App Review Using Convolutional Neural Network (CNN) and Word2Vec

Lestari, N. I., Taib, S. M., Wibowo, W., Aziz, I. A. & Habibi, M. R., 2024, 2024 IEEE 7th International Conference on Electrical, Electronics, and System Engineering: Dissemination and Advancement of Engineering Education using Artificial Intelligence, ICEESE 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 7th International Conference on Electrical, Electronics, and System Engineering: Dissemination and Advancement of Engineering Education using Artificial Intelligence, ICEESE 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Assessing Departmental Efficiency at Sepuluh Nopember Institute of Technology: A Comparative Study Using Classical and Advanced Data Envelopment Analysis

Wildani, Z., Mubarik, M. N., Wulandari, S. P., Aridinanti, L. & Nuriman, M. A., 2024, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 429-445 17 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 191).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

A waste Kuznet curve: The negative shadows of tourism industry in West Nusa Tenggara, Indonesia using fully modified and dynamic ordinary least squares

Wibowo, W., Rahmawati, Y., Bahri, E. N. A., Kusrini, D. E., Azies, H. A. & Windiani, 2024, In: Journal of Infrastructure, Policy and Development. 8, 9, 6272.

Research output: Contribution to journal › Article › peer-review

Open Access

Comparative stability analysis of Indonesian banks: Markov Switching-Dynamic Regression for Islamic and conventional sectors

Mawardi, I., Al Mustofa, M. U., Widiastuti, T., Fanani, S., Bakri, M. H., Hanafi, Z. & Robani, A., Apr 2024, In: PLoS ONE. 19, 4 APRIL, e0301398.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Constructing an Environmental, Social, And Governance (ESG) Index for Islamic Social Finance Institutions: Empirical Investigation from Indonesia

Ryandono, M. N. H., Widiastuti, T., Mawardi, I., Al Mustofa, M. U., Robani, A., Fanani, S., Dewi, E. P., Atiya, N., Rusanti, E. & Nisa', M., 3 Aug 2024, In: Journal of Ecohumanism. 3, 4, p. 2620-2645 26 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Geo-additive Semiparametric Regression for Modeling Property Price in Surabaya, Indonesia Using Marketplace Data

Wibowo, W., Khoiri, M., Wulandari, S. P., Hibatullah, F., Habibi, M. R. & Azies, H. A., 2024, In: Statistics, Optimization and Information Computing. 12, 4, p. 1091-1102 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Harnessing the XGBoost Ensemble for Intelligent Prediction and Identification of Factors with a High Impact on Air Quality: A Case Study of Urban Areas in Jakarta Province, Indonesia

Wibowo, W., Al Azies, H., Wilujeng, S. A. & Abdul-Rahman, S., 2024, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 319-334 16 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 191).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Mapping for Tracking Sexually Transmitted Infections by Subdistricts in Surabaya, Indonesia

Susilaningrum, D., Suprih Ulama, B. S., Hibatullah, F. & Anjani, D. S., May 2024, In: Kesmas: Jurnal Kesehatan Masyarakat Nasional. 19, 2, p. 81-87 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Mapping the barrier and strategic solutions of halal supply chain implementation in small and medium enterprises

Ardiantono, D. S., Ardyansyah, G. D., Sugihartanto, M. F., Al Mustofa, M. U. & Lisdiantini, N., 4 Jun 2024, In: Journal of Islamic Marketing. 15, 7, p. 1673-1705 33 p.

Research output: Contribution to journal › Article › peer-review

11 Citations (Scopus)

Mitigating the impact of Covid-19: Social Safety Net from Islamic perspective

Widiastuti, T., Rusgianto, S., Mawardi, I., Fanani, S., Ali, M. M., Al Mustofa, M. U. & Fadlul Hady, A., 23 Jan 2024, In: International Journal of Ethics and Systems. 40, 1, p. 212-228 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Probabilistic Modeling of Ship Collision in the Lombok Strait, Indonesia: A Bayesian Network Approach

Ratih, I. D., Artana, K. B., Kuswanto, H., Pratiwi, E. & Zaki, A. R., 2024, In: IOP Conference Series: Earth and Environmental Science. 1423, 1, 012008.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Citation (Scopus)

Soil Consistency Prediction Based on Cone Penetration Test (CPT) Using ANN (Artificial Neural Network) and Multinomial Regression (Case Study: Surabaya Region)

Wahyuni, F., Wildani, Z. & Purnamasari, R., 2024, Advances in Civil Engineering Materials - Selected Articles from the 7th International Conference on Architecture and Civil Engineering ICACE 2023. Nia, E. M. & Awang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 573-584 12 p. (Lecture Notes in Civil Engineering; vol. 466).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TAWC: Text Augmentation with Word Contributions for Imbalance Aspect-Based Sentiment Classification

Santoso, N., Mendonça, I. & Aritsugi, M., Oct 2024, In: Applied Sciences (Switzerland). 14, 19, 8738.

Research output: Contribution to journal › Article › peer-review

Open Access

The influence of institutional quality, economic freedom, and technological development on Islamic financial development in OIC countries

Mawardi, I., Al Mustofa, M. U., Widiastuti, T. & Ghozali, M., Jun 2024, In: Journal of Open Innovation: Technology, Market, and Complexity. 10, 2, 100279.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

The motivating factors for switching intention to use halal cosmetics in Indonesia

Wisudanto, Widiastuti, T., Mardhiyah, D., Mawardi, I., Robani, A. & Al Mustofa, M. U., 29 Mar 2024, In: Journal of Islamic Accounting and Business Research. 15, 4, p. 661-683 23 p.

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Transformation to Enhance Business Resilience In Construction Companies: Systematic Literature Review Of Dimensional Models

Oktaviani, V. M., Wibowo, W. & Ismiyanti, F., 2024, 2024 IEEE International Symposium on Consumer Technology: Toward Innovation in Consumer Technology for A Sustainable Environment, ISCT 2024 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 713-719 7 p. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Understanding Malaysian Public Opinion on Suicide through Sentiment Analysis and Topic Modeling of Reddit Posts

Kamaruddin, S. S., Abdul-Rahman, S. & Wibowo, W., Dec 2024, In: Engineering, Technology and Applied Science Research. 14, 6, p. 18055-18062 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2023

Analyzing the impact of productive zakat on the welfare of zakat recipients

Mawardi, I., Widiastuti, T., Al Mustofa, M. U. & Hakimi, F., 2 Jan 2023, In: Journal of Islamic Accounting and Business Research. 14, 1, p. 118-140 23 p.

Research output: Contribution to journal › Article › peer-review

23 Citations (Scopus)

Auxiliary Information Based Exponentially Weighted Moving Coefficient of Variation Control Chart using Regression Estimator (AIB-EWMCV_Reg)

Cahyono, E. S. & Nuriman, M. A., 21 Jul 2023, In: AIP Conference Proceedings. 2689, 1, 120005.

Research output: Contribution to journal › Conference article › peer-review

Data Envelopment Analysis for the Efficiency of Higher Education Departments at Sepuluh Nopember Institute of Technology, Indonesia

Wildani, Z., Wibowo, W., Wulandari, S. P. & Dinanti, L. A., Apr 2023, In: European Journal of Educational Research. 12, 2, p. 1153-1169 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Early warning systems in Indonesian Islamic banks: A comparison of Islamic commercial and rural banks

Mawardi, I., Al Mustofa, M. U., Widiastuti, T. & Wahid, W. W., 2023, In: Cogent Economics and Finance. 11, 1, 2172803.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

Generally Weighted Moving Coefficient of Variation (GWMCV) Control Chart Using Three Parametric Log-Normal Transformations

Nuriman, M. A., Mashuri, M. & Ahsan, M., 27 Jan 2023, 3rd International Conference on Science, Mathematics, Environment, and Education: Flexibility in Research and Innovation on Science, Mathematics, Environment, and Education for Sustainable Development. Indriyanti, N. Y. & Sari, M. W. (eds.). American Institute of Physics Inc., 080023. (AIP Conference Proceedings; vol. 2540).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Leveraging social media data using latent dirichlet allocation and naïve bayes for mental health sentiment analytics on Covid-19 pandemic

Khalid, N., Abdul-Rahman, S., Wibowo, W., Abdullah, N. A. S. & Mutalib, S., Nov 2023, In: International Journal of Advances in Intelligent Informatics. 9, 3, p. 457-471 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Citations (Scopus)

Multi-label Classification Using Vector Generalized Additive Model via Cross-Validation

Muhaimin, A., Wibowo, W. & Riyantoko, P. A., 2023, In: Journal of Information and Communication Technology. 22, 4, p. 657-673 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Predicting Internet Usage for Digital Finance Services: Multitarget Classification Using Vector Generalized Additive Model with SMOTE-NC

Wibowo, W., Muhaimin, A. & Abdul-Rahman, S., 2023, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 494-504 11 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 165).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2 Citations (Scopus)

Prediction of Ship Departure Delay Using Supervised Learning

Retnaningsih, S. M., Ratih, I. D. & Ranto, K. O., 2023, In: International Journal of Advances in Soft Computing and its Applications. 15, 2, p. 99-109 11 p.

Research output: Contribution to journal › Article › peer-review

Quality control analysis of tube drain production at Samba Moda Utama Inc. using robust control chart based on Winsorized modified one-step M-estimator (MOM)

Bella, A., Ahsan, M. & Nuriman, M. A., 4 Oct 2023, In: AIP Conference Proceedings. 2903, 1, 090003.

Research output: Contribution to journal › Conference article › peer-review

Short-Term Wind Power Forecasting in East Java Using Gated Recurrent Unit

Robith, M., Wibowo, R. S. & Wibowo, W., 2023, Proceedings - 2023 3rd International Conference on Electronic and Electrical Engineering and Intelligent System: Responsible Technology for Sustainable Humanity, ICE3IS 2023. Institute of Electrical and Electronics Engineers Inc., p. 58-63 6 p. (Proceedings - 2023 3rd International Conference on Electronic and Electrical Engineering and Intelligent System: Responsible Technology for Sustainable Humanity, ICE3IS 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

SUSTAINABLE PURCHASING DECISIONS FOR HALAL COSMETICS IN INDONESIA

Soeroto, W. M., Widiastuti, T., Mardhiyah, D., Robani, A., Mawardi, I., Ningsih, S. & Mustofa, M. U. A., 2023, In: Journal of Sustainability Science and Management. 18, 11, p. 68-86 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

2022

Additive mixed modeling of impact of investment, labor, education and information technology on regional income disparity: An empirical analysis using the statistics Indonesia dataset

Wilantari, R. N., Latifah, S., Wibowo, W. & Al Azies, H., Dec 2022, In: Data in Brief. 45, 108619.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

Advancement of Generalized Method of Moment Estimation (GMM) For Spatial Dynamic Panel Simultaneous Equations Models with Fixed Time Effect

Kusrini, D. E., Setiawan, Kuswanto, H. & Ruchjana, B. N., Jul 2022, In: Mathematics and Statistics. 10, 4, p. 729-740 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

ASEAN foreign trade analysis using dynamic panel data and simultaneous regression model

Kusrini, D. E., Wildani, Z. & Azizah, N., 11 Oct 2022, 3rd International Conference on Mathematics and Sciences, ICMSc 2021: A Brighter Future with Tropical Innovation in the Application of Industry 4.0. Nugroho, R. A., Allo, V. L., Siringoringo, M., Prangga, S., Wahidah, Munir, R. & Hiyahara, I. A. (eds.). American Institute of Physics Inc., 070001. (AIP Conference Proceedings; vol. 2668).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

1 Citation (Scopus)

Developing an integrated model of Islamic social finance: toward an effective governance framework

Widiastuti, T., Ningsih, S., Prasetyo, A., Mawardi, I., Herianingrum, S., Robani, A., Al Mustofa, M. U. & Hady, A. F., Sept 2022, In: Heliyon. 8, 9, e10383.

Research output: Contribution to journal › Article › peer-review

Open Access

23 Citations (Scopus)

Forecasting of Analytic Residential Price Index Using ARIMA Box-Jenkins

Muhammad, A. P., Wibowo, W. & Prastuti, M., 11 Oct 2022, 3rd International Conference on Mathematics and Sciences, ICMSc 2021: A Brighter Future with Tropical Innovation in the Application of Industry 4.0. Nugroho, R. A., Allo, V. L., Siringoringo, M., Prangga, S., Wahidah, Munir, R. & Hiyahara, I. A. (eds.). American Institute of Physics Inc., 070019. (AIP Conference Proceedings; vol. 2668).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

Hybrid time series and artificial neural network models for forecasting of the banking stock prices during Covid-19 pandemic

Prastuti, M., Aridinanti, L., Trisnawati, O. & Zullah, V. S., 19 Dec 2022, 7th International Conference on Mathematics - Pure, Applied and Computation: Mathematics of Quantum Computing. Mufid, M. S. & Adzkiya, D. (eds.). American Institute of Physics Inc., 040006. (AIP Conference Proceedings; vol. 2641).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

3 Citations (Scopus)

Investigating the effects of several intervention on supply chain behavior: Evidence from West Nusa Tenggara Province, Indonesia

Wibowo, W., Purwa, T., Ulama, B. S. S. & Wilantari, R. N., 2022, In: Uncertain Supply Chain Management. 10, 2, p. 601-624 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Mapping the health quality in SUMENEP using k-medoids algorithm

Ratih, I. D., Prastuti, M., Wildani, Z., Wulandari, S. P., Wibowo, W., Retnaningsih, S. M., Chaniago, A. D., Aini, M. N. & Aldiansyah, F., 11 Oct 2022, 3rd International Conference on Mathematics and Sciences, ICMSc 2021: A Brighter Future with Tropical Innovation in the Application of Industry 4.0. Nugroho, R. A., Allo, V. L., Siringoringo, M., Prangga, S., Wahidah, Munir, R. & Hiyahara, I. A. (eds.). American Institute of Physics Inc., 070010. (AIP Conference Proceedings; vol. 2668).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Measuring the efficiency of economic growth in East Java using data envelopment analysis

Wildani, Z., Wibowo, W. & Wulandari, S. P., 11 Oct 2022, 3rd International Conference on Mathematics and Sciences, ICMSc 2021: A Brighter Future with Tropical Innovation in the Application of Industry 4.0. Nugroho, R. A., Allo, V. L., Siringoringo, M., Prangga, S., Wahidah, Munir, R. & Hiyahara, I. A. (eds.). American Institute of Physics Inc., 070015. (AIP Conference Proceedings; vol. 2668).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

Sentiment analysis data by shopeepaylater twitter’s opinion using naïve bayes classifier

Indriani, F. & Wibowo, W., 11 Oct 2022, 3rd International Conference on Mathematics and Sciences, ICMSc 2021: A Brighter Future with Tropical Innovation in the Application of Industry 4.0. Nugroho, R. A., Allo, V. L., Siringoringo, M., Prangga, S., Wahidah, Munir, R. & Hiyahara, I. A. (eds.). American Institute of Physics Inc., 070018. (AIP Conference Proceedings; vol. 2668).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

Department of Business Statistics

Research output

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