Laboratory of Quality and Productivity Engineering

Research output

Research output per year 2012 2018 2019 2021 2022 2023 2024 2024

• 168 Citations
• 6 h-index
• 21 Conference contribution
• 21 Article
• 15 Conference article
• 4 Chapter

Research output per year

Research output per year

Search results

• 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

  • Ship Collision 100%
  • Data Show 12%
  • Material Loss 12%
  • Great Influence 12%
  • Safety Committee 12%

• 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

  • Geographical Area 100%

• 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

  • Comparative Study 100%
  • Data Envelopment Analysis 100%
  • Research and Development 100%
  • Managers 50%
  • Allocation 50%

• 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

  • Tourism Industry 100%
  • Indonesia 100%
  • Kuznets Curve 100%
  • Tourism Sector 33%
  • Environmental Issues 33%

• 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

  • Indonesia 100%
  • Building Area 100%
  • Combined Effect 100%
  • Property Value 100%
  • Property Modeling 100%

• 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

  • XGBoost 100%
  • Case Study 100%
  • Air Pollution 100%
  • Indonesia 100%
  • Air Quality 100%

• 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

  • Probabilistic Modeling 100%
  • Joint Probability 16%
  • Prior Probability 16%

• 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

  • Cone Penetration Test 100%
  • Artificial Neural Network 100%
  • Neural Network 100%
  • Soil Investigation 75%
  • Test Data 25%

• 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

  • Critical Dimension 100%
  • Key Dimension 100%
  • Construction Firm 100%
  • Systematic Review 100%
  • Specific Industry 100%

• 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

  • Opinion Mining 100%
  • Nutrition Policy 100%
  • Malaysia 66%
  • Death 33%
  • Evidence-Based 33%
• 2023

  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

  • Data Envelopment Analysis 100%
  • Indonesia 100%
  • Performance Output 100%
  • Resource Utilisation 100%
  • Factor Input 100%
  2 Citations (Scopus)

• 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

  • Latent Dirichlet Allocation 100%
  • Social Medium Data 100%
  • Nave Bayes 100%
  • Mining Technique 50%
  • Sentiment Classification 50%
  5 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

  • Average Accuracy 100%
  • Random Decision Forest 100%
  • Classification Task 100%
  • Parametric Model 100%
  • Machine Learning 100%

• 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

  • Sampling Technique 100%
  • Internet Usage 100%
  • Finance Services 100%
  • Internet Technology 66%
  • Financial Services 50%
  1 Citation (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

  • Supervised Learning 100%
  • Nave Bayes 100%
  • Bayes Classifier 100%
  • Berthing 75%
  • Nearest Neighbor 50%

• 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

  • Wind Power 100%
  • Recurrent 100%
  • Wind Velocity 100%
  • Wind Power Forecasting 100%
  • Recurrent Neural Network 75%
  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

  • Indonesia 100%
  • Empirical Analysis 100%
  • Information Technology 100%
  • Panel Data 33%
  3 Citations (Scopus)

• 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

  • Panel Study 100%
  • Foreign Trade 100%
  • Foreign Investment 71%
  • Fixed Assets 28%
  • Exchange Rate 28%
  1 Citation (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

  • Real Estate Price 100%
  • Indonesia 100%
  • ARMA Model 50%
  • Economic Indicator 25%

• 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

  • Stock Price 100%
  • Time Series 100%
  • Stock Exchange 14%
  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

  • Negative Impact 100%
  • Supply Chain Management 100%
  • Indonesia 100%
  • Input Multi 33%
  • Data Series 33%
  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

  Open Access

  • Infection 100%
  • Environmental Health 100%
  • Nutrition 100%
  • Cluster Analysis 100%
  • Health Indicator 66%

• 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

  • Economic Growth 100%
  • Data Envelopment Analysis 100%
  • Decision Making 50%

• 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

  • Sentiment Analysis 100%
  • Twitter 100%
  • Nave Bayes 100%
  • Bayes Classifier 100%
  • Opinion Mining 100%

• Sentiment analysis of IPOT application reviews using naïve bayes method

  Kurniasari, N. R. & 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., 070016. (AIP Conference Proceedings; vol. 2668).

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

  Open Access

  • Sentiment Analysis 100%
  • Review Application 100%
  • Nave Bayes 100%
  • Opinion Mining 100%
  • Investors 100%

• Sentiment analysis of SOCO by Sociolla e-commerce application review on Google play store site using naïvebayes classifier method

  Rahmawati, R. A. & 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., 070017. (AIP Conference Proceedings; vol. 2668).

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

  Open Access

  • Review 100%
  • Opinion Mining 100%
  • Sentiment Analysis 100%
  • Commerce Application 100%
  • Beauty 60%

• Synthetic minority over-sampling technique nominal continous logistic regression for imbalanced data

  Ratih, I. D., Retnaningsih, S. M., Islahulhaq, I. & Dewi, V. 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., 070021. (AIP Conference Proceedings; vol. 2668).

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

  Open Access

  • Imbalanced Data 100%
  • Sampling Technique 100%
  • Logistic Regression 100%
  • Logistic Regression Analysis 100%
  • Oversampling 42%
  5 Citations (Scopus)
• 2021

  Association rule mining method for the identification of internet use

  Wibowo, W., Sari, N. P., Wilantari, R. N. & Abdul-Rahman, S., 15 Jun 2021, In: Journal of Physics: Conference Series. 1874, 1, 012009.

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

  Open Access

  • Financial Services 100%
  • Association Rules 100%
  • Data Mining 33%
  • Gender Difference 33%
  • Economic Surveys 33%
  5 Citations (Scopus)

• Classification of non-performing financing using logistic regression and synthetic minority over-sampling technique-nominal continuous (SMOTE-NC)

  Islahulhaq, Wibowo, W. & Ratih, I. D., 2021, In: International Journal of Advances in Soft Computing and its Applications. 13, 3, p. 115-128 14 p.

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

  • Sampling Technique 100%
  • Logistic Regression 100%
  • Logit Model 100%
  • Regression Method 16%
  • Classification Accuracy 16%
  10 Citations (Scopus)

• Classification of soil quality using K-Nearest Neighbors methods

  Ratih, I. D., Retnaningsih, S. M. & Dewi, V. M., 26 Apr 2021, In: IOP Conference Series: Earth and Environmental Science. 739, 1, 012011.

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

  Open Access

  • Corrosivity 100%
  • Nearest Neighbor 100%
  • Classification Method 42%
  • Subsurface 14%
  • Cathodic Protection 14%

• Classification using nonparametric logistic regression for predicting working status

  Wibowo, W., Amelia, R., Octavia, F. A. & Wilantari, R. N., 26 Feb 2021, International Conference on Mathematics, Computational Sciences and Statistics 2020. Alfiniyah, C., Fatmawati & Windarto (eds.). American Institute of Physics Inc., 060032. (AIP Conference Proceedings; vol. 2329).

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

  • Logistic Regression 100%
  • Training Data 60%
  • Binary Logistic Regression 60%
  • Logistic Regression Model 40%
  • Nonparametric Model 40%
  2 Citations (Scopus)

• Impact of earthquakes on the number of airline passenger arrivals and departures: A case study of West Nusa Tenggara Province, Indonesia

  Wibowo, W., Ulama, B. S. S., Siagian, T. H., Purwa, T. & Wilantari, R. N., 2021, In: Regional Statistics. 11, 3, p. 133-157 25 p.

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

  Open Access

  • Indonesia 100%
  • Airlines 100%
  • Time Series 50%
  • Earthquake Event 50%
  • Negative Impact 25%
  3 Citations (Scopus)

• Impacts of Earthquakes on Consumer Price Index and Inflation: A Case Study in West Nusa Tenggara Province, Indonesia

  Wibowo, W., Purwa, T., Abdul Bahri, E. N., Suprih Ulama, B. S. & Wilantari, R. N., 19 Apr 2021, In: Journal of Physics: Conference Series. 1863, 1, 012062.

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

  Open Access

  • Inflation 100%
  • Consumer Price Index 100%
  • Indonesia 100%
  • Local Government 10%
  • ARMA Model 10%
  2 Citations (Scopus)

• Spatio-Temporal models with intervention effect for modelling the impact of Covid-19 on the tourism sector in Indonesia

  Prastuti, M., Aridinanti, L. & Dwiningtyas, W. P., 29 Mar 2021, In: Journal of Physics: Conference Series. 1821, 1, 012044.

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

  Open Access

  • Coronavirinae 100%
  • Virus Infection 100%
  • Disease 100%
  • Tourism Sector 100%
  • Indonesia 100%
  5 Citations (Scopus)
• 2020

  Forecasting amount of passanger of ships in Madura strait port using ARIMA Box-Jenkins method

  Prastuti, M., Ulama, B. S. S. & Nurindraprasta, P. P., 9 Jun 2020, In: Journal of Physics: Conference Series. 1490, 1, 012006.

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

  Open Access

  • Port 100%
  • Indonesia 50%
  2 Citations (Scopus)

• The Impact of ICT on Economic Growth in the Fourth Industrial Revolution: Modeling Using Principal Component Panel Regression

  Wibowo, W., INyoman Budiantara, I., Wilantari, R. N. & Amara, V. D., 2020, In: International Journal of Integrated Engineering. 12, 7, p. 151-159 9 p.

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

  Open Access

  • Principal Components 100%
  • Information and Communication Technology 100%
  • Information and Communication Technologies 100%
  • Predictor Variable 50%
  • Technology User 37%
  4 Citations (Scopus)
• 2019

  An empirical study of classifier behavior in rattle tool

  Wibowo, W. & Abdul-Rahman, S., 2019, Soft Computing in Data Science - 4th International Conference, SCDS 2018, Proceedings. Yap, B. W., Mohamed, A. H. & Berry, M. W. (eds.). Springer Verlag, p. 322-334 13 p. (Communications in Computer and Information Science; vol. 937).

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

  • Neural Network 100%
  • Classifier Behavior 100%
  • Support Vector Machine 75%
  • Random Decision Forest 50%
  • Machine Learning 50%

• Integration of synthetic minority oversampling technique for imbalanced class

  Santoso, N., Wibowo, W. & Himawati, H., Jan 2019, In: Indonesian Journal of Electrical Engineering and Computer Science. 13, 1, p. 102-108 7 p.

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

  Open Access

  • Class Imbalance 100%
  • Random Decision Forest 66%
  • Data Mining 66%
  • Classification Method 66%
  • Support Vector Machine 33%
  16 Citations (Scopus)

• Modeling percentage of poor people in Indonesia using kernel and Fourier series mixed estimator in nonparametric regression

  Nyoman Budiantara, I., Ratnasari, V., Ratna, M., Wibowo, W., Afifah, N., Rahmawati, D. P. & Octavanny, M. A. D., 2019, In: Investigacion Operacional. 40, 4, p. 538-550 13 p.

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

  • Predictor Variable 100%
  • Developing Countries 100%
  • Response Variable 50%
  23 Citations (Scopus)

• Modelling the Recovery of Health Conditions for Pulmonary Tuberculosis Patients at Dr. Soegiri Hospital Lamongan in 2018 Using Binary Logistic Regression

  Wulandari, S. P., Susilaningrum, D. & Viyanti, P. D., 7 Nov 2019, In: Journal of Physics: Conference Series. 1341, 9, 092018.

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

  Open Access

  • Lung Tuberculosis 100%
  • Disease 14%

• Multilevel Logistic Regression and Neural Network-Genetic Algorithm for Modeling Internet Access

  Wibowo, W., Abdul-Rahman, S. & Cahyani, N., 2019, Soft Computing in Data Science - 5th International Conference, SCDS 2019, Proceedings. Berry, M. W., Yap, B. W., Mohamed, A. & Köppen, M. (eds.). Springer, p. 169-180 12 p. (Communications in Computer and Information Science; vol. 1100).

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

  • Logistic Regression 100%
  • Neural Network 100%
  • Genetic Algorithm 100%
  • Internet Access 100%
  • Hidden Node 50%

• The analysis of factors that affecting household food security of tuberculosis patients in Surabaya

  Susilaningrum, D., Ulama, B. S. S., Wulandari, S. P. & Salamah, M., 7 Nov 2019, In: Journal of Physics: Conference Series. 1341, 9, 092014.

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

  Open Access

  • Logistic Regression Model 100%
  • Binary Logistic Regression 100%
  • Fundamental Problem 100%
  • Family Member 100%
  • Food Security 100%
  1 Citation (Scopus)
• 2018

  Analysis of time series for postal shipments in Regional VII East Java Indonesia

  Kusrini, D. E., Ulama, B. S. S. & Aridinanti, L., 22 Mar 2018, In: Journal of Physics: Conference Series. 974, 1, 012056.

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

  Open Access

  • Post Office 100%
  • Auto Regressive Integrated Moving Average 100%
  • Java 100%
  • Regional 100%
  • Indonesia 100%

• Financial Distress Prediction using Linear Discriminant Analysis and Support Vector Machine

  Santoso, N. & Wibowo, W., 13 Mar 2018, In: Journal of Physics: Conference Series. 979, 1, 012089.

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

  Open Access

  • Linear Discriminant Analysis 100%
  • Support Vector Machine 100%
  • Bankruptcy 100%
  • Discriminant Analysis 100%
  • Prediction Model 66%
  13 Citations (Scopus)

• Hybrid ARIMAX quantile regression method for forecasting short term electricity consumption in east Java

  Prastuti, M., Suhartono & Salehah, N. A., 27 Apr 2018, In: Journal of Physics: Conference Series. 1008, 1, 012023.

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

  Open Access

  • Quantile 100%
  • Electricity Consumption 100%
  • Energy Engineering 50%
  • Heteroscedasticity 50%
  • Lead Time 25%
  2 Citations (Scopus)

• Identifying determinant factors to internet access using decision tree

  Wibowo, W., Budiantara, I. N. & Hidayanto, B. C., 2018, In: International Journal of Advances in Soft Computing and its Applications. 10, 3, p. 93-103 11 p.

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

  • Decision Trees 100%
  • Internet Access 100%
  • Decision Tree Model 40%
  • Supervised Learning 20%
  • Classification Method 20%
  1 Citation (Scopus)

• Modeling coal company stock by using fuzzy-RBFNN

  Suprih Ulama, B. S., Prastuti, M. & Oktaviana, A. P., 1 Dec 2018, In: International Journal of Mechanical Engineering and Technology. 9, 858-865, p. 858-865 8 p.

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

  • Indonesia 100%
  • Financial Market 100%
  • Commodity Price 100%
  • Fuzzy-Neural System 100%
  • Neural Network 100%
  1 Citation (Scopus)

• Modelling Status Food Security Households Disease Sufferers Pulmonary Tuberculosis Uses the Method Regression Logistics Binary

  Wulandari, S. P., Salamah, M. & Rositawati, A. F. D., 25 Apr 2018, In: IOP Conference Series: Materials Science and Engineering. 335, 1, 012054.

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

  Open Access

  • Coastal Area 100%
  • Family Member 66%
  • Floor Area 33%

• On the Impact of Climate Change to Agricultural Productivity in East Java

  Kuswanto, H., Salamah, M., Retnaningsih, S. M. & Prastyo, D. D., 13 Mar 2018, In: Journal of Physics: Conference Series. 979, 1, 012092.

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

  Open Access

  • Climate Change 100%
  • Climatic Change 100%
  • Developing Countries 100%
  • Fixed Effects 100%
  • Agricultural Productivity 100%
  4 Citations (Scopus)

• Prototyping a beneficial PC-based woodworking CNC machine WCM500 for creative industries

  Wibowo, W. A., Bagaswara, T. & Nurhadi, H., 15 Jun 2018, Proceeding - ICAMIMIA 2017: International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation. Institute of Electrical and Electronics Engineers Inc., p. 300-305 6 p. (Proceeding - ICAMIMIA 2017: International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation).

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

  • Computerised Numerical Control 100%
  • Prototype 100%
  • Machining 100%
  • Actuator 50%
  • Conventional Machining 33%
  1 Citation (Scopus)