Research Output

2020

A Comparative Study of Latent Semantics-based Anchor Word Selection Method for Separable Nonnegative Matrix Factorization

Imami, N. K., Murfi, H. & Wibowo, A., 3 Jan 2020, BDET 2020 - 2020 2nd International Conference on Big Data Engineering and Technology. Association for Computing Machinery, p. 89-92 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Analysis of data mining for classification of Obstructive Sleep Apnea in chronic obstructive pulmonary disease patients

Apriliana, G. D., Siswantining, T., Sarwinda, D. & Bustamam, A., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030023. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Analysis of satisfaction and loyalty level of online taxi bike customer

Pratiwi, M. N., Setiadi, R. & Siswantining, T., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012029.

Research output: Contribution to journalConference article

Open Access

Analysis of variables that affect women's participation to work in Kelurahan Pondok Cina, Depok

Azzakia, R., Widyaningsih, Y. & Sari, S. F., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030005. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Analyzing the impact of treatment, fumigation, and biolarvicides intervention on malaria control program

Habibah, S., Aldila, D., Giyarti, W., Dumbela, P. A. & Handari, B. D., 14 Apr 2020, In : International Journal of Advanced Science and Technology. 29, 7 Special Issue, p. 3685-3694 10 p.

Research output: Contribution to journalArticle

An epidemic model highlighting humane social awareness and vector–host lifespan ratio variation

Wijaya, K. P., Páez Chávez, J. & Aldila, D., Nov 2020, In : Communications in Nonlinear Science and Numerical Simulation. 90, 105389.

Research output: Contribution to journalArticle

A new hybrid conjugate gradient method with global convergence properties

Malik, M., Abas, S. S., Mamat, M., Sukono & Mohammed, I. S., 10 Apr 2020, In : International Journal of Advanced Science and Technology. 29, 5, p. 199-210 12 p.

Research output: Contribution to journalArticle

Application of bimax, pols, and lcm-mbc to find bicluster on interactions protein between hiv-1 and human

Swasti, O., Kaloka, T. P., Siswantining, T. & Bustamam, A., 1 Jan 2020, In : Austrian Journal of Statistics. 49, 3 Special Issue, p. 1-18 18 p.

Research output: Contribution to journalArticle

Open Access

A predator-prey model with fear factor, allee effect and periodic harvesting

Aldila, D. & Adhyarini, P. S., 1 Jan 2020, Lecture Notes in Networks and Systems. Springer, p. 12-23 12 p. (Lecture Notes in Networks and Systems; vol. 123).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access

Cerebral infarction classification using multiple support vector machine with information gain feature selection

Rustam, Z., Arfiani & Pandelaki, J., Aug 2020, In : Bulletin of Electrical Engineering and Informatics. 9, 4, p. 1578-1584 7 p.

Research output: Contribution to journalArticle

Characteristic polynomials and eigenvalues of the adjacency matrix and the Laplacian matrix of cyclic directed prism graph

Stin, R., Aminah, S., Utama, S. & Silaban, D. R., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030028. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Claim reserve prediction using the credibility theory for the Chain Ladder method

Karmila, S., Nurrohmah, S. & Sari, S. F., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012038.

Research output: Contribution to journalConference article

Open Access

Classification of Diabetic Retinopathy using shallow learning approach

Pansawira, S., Bustamam, A. & Sarwinda, D., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030009. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparing Poisson-Inverse Gaussian Model and Negative Binomial Model on case study: Horseshoe crabs data

Putri, G. N., Nurrohmah, S. & Fithriani, I., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012028.

Research output: Contribution to journalConference article

Open Access

Comparing random forest and support vector machines for breast cancer classification

Aroef, C., Rivan, Y. & Rustam, Z., 1 Apr 2020, In : Telkomnika (Telecommunication Computing Electronics and Control). 18, 2, p. 815-821 7 p.

Research output: Contribution to journalArticle

Comparison between fuzzy kernel c-means, fuzzy kernel possibilistic c-means and support vector machines in soft tissue tumor classification

Rustam, Z., Hartini, S., Siswantining, T., Utami, D. A. & Putri, N. K., 1 Jan 2020, Advanced Intelligent Systems for Sustainable Development, AI2SD 2019 - Volume 2 - Advanced Intelligent Systems for Sustainable Development Applied to Agriculture and Health. Ezziyyani, M. (ed.). Springer, p. 92-105 14 p. (Advances in Intelligent Systems and Computing; vol. 1103 AISC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparison of Modified Hierarchical Clustering Based on Density Peaks Using Kernel Function with Support Vector Machines in the Classification of Sinusitis

Rustam, Z., Hartini, S., Putri, N. K. & Pandelaki, J., 1 Jan 2020, Advanced Intelligent Systems for Sustainable Development, AI2SD 2019 - Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences. Ezziyyani, M. (ed.). Springer, p. 194-201 8 p. (Advances in Intelligent Systems and Computing; vol. 1105 AISC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Construction of parametric equation for equilateral triangle vertices with integer coordinates

Yumia, M. & Tasman, H., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012037.

Research output: Contribution to journalConference article

Open Access

Convergence analysis of a new coefficient conjugate gradient method under exact line search

Malik, M., Mamat, M., Abas, S. S. & Sukono, 10 Apr 2020, In : International Journal of Advanced Science and Technology. 29, 5, p. 187-198 12 p.

Research output: Contribution to journalArticle

Determination of multiple period credibility premium on Bühlmann credibility model

Lazuardi, H., Nurrohmah, S. & Fithriani, I., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030030. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Digital image steganography by using edge adaptive based chaos cryptography

Delmi, A., Suryadi, S. & Satria, Y., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012041.

Research output: Contribution to journalConference article

Open Access

Discrete Lindley distribution

Diandarma, R., Nurrohmah, S. & Fithriani, I., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030024. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Estimating parameter in two-way analysis of variance when variance between cells is heterogeneous

Marantika, A., Fithriani, I. & Nurrohmah, S., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012043.

Research output: Contribution to journalConference article

Open Access
Open Access

Evaluation of steady-state to identify the fast-slow completion-route in the multi-route reaction mechanism

Ali, M., Hamza, S., Aldila, D., Sultan, F., Mustafa, S. & Shahzad, M., 1 Jan 2020, (Accepted/In press) In : Applied Nanoscience (Switzerland).

Research output: Contribution to journalArticle

Fuzzy kernel-based clustering and support vector machine algorithm in analyzing cerebral infarction dataset

Rustam, Z., Utami, D. A., Pandelaki, J., Putri, N. K. & Hartini, S., 1 Jan 2020, Lecture Notes in Networks and Systems. Springer, p. 1-11 11 p. (Lecture Notes in Networks and Systems; vol. 123).

Research output: Chapter in Book/Report/Conference proceedingChapter

Geoinformatics of tuberculosis (TB) disease in Jakarta city Indonesia

Siswantining, T., Dewi Purwandani, N. P. C., Dewi Susilowati, M. H. & Wibowo, A., 1 Jan 2020, In : International Journal of GEOMATE. 19, 72, p. 35-42 8 p.

Research output: Contribution to journalArticle

Open Access

Grid-magic labelings of grid unions

Hadiputra, F. F., Vito, V., Sugeng, K. A., Silaban, D. R. & Maryati, T. K., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030012. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hermite-Hadamard-Fej-r type inequalities for s-convex functions in the second sense via Riemann-Liouville fractional integral

Hakiki, M. T. & Wibowo, A., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012039.

Research output: Contribution to journalConference article

Open Access

Hyperparameter optimization in xg boost for insurance claim prediction

Gede Pajar Bahari, I. & Murfi, H., 1 Jan 2020, In : Journal of Advanced Research in Dynamical and Control Systems. 12, 4 Special Issue, p. 1510-1517 8 p.

Research output: Contribution to journalArticle

Implementation of Bayesian Mixture Models in identifying subpopulation of breast cancer patients based on blood test measurements

Dwimantara, N., Abdullah, S., Bustamam, A. & Rachman, A., 27 May 2020, In : Journal of Physics: Conference Series. 1494, 1, 012012.

Research output: Contribution to journalConference article

Open Access

Implementation of dimension reduction Monte Carlo method to determine option price under six-factor cross currency model

Jennifer, N., Handari, B. D. & Hertono, G. F., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030025. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementation of improved quick artificial Bee Colony Algorithm on portfolio optimization problems with constraints

Sahala, A. P., Hertono, G. F. & Handari, B. D., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030008. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementation of iterative k -means-+ and ant colony optimization (ACO) in portfolio optimization problem

Rezani, M. A., Hertono, G. F. & Handari, B. D., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030022. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementation of K-Means and crossover ant colony optimization algorithm on multiple traveling salesman problem

Kusumahardhini, N., Hertono, G. F. & Handari, B. D., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012035.

Research output: Contribution to journalConference article

Open Access

Indonesia tuberculosis morbidity rate forecasting using recurrent neural network

Harlianto, D., Mardiyati, S., Lestari, D., Zili, A. H. & Devila, S., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030006. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection system model using Fuzzy Kernel C-Means and Laplacian Score feature selection

Rustam, Z. & Maharani, J., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012042.

Research output: Contribution to journalConference article

Open Access

Kernel-based fuzzy clustering for sinusitis dataset

Rustam, Z., Putri, N. K., Pandelaki, J., Nugroho, W. A., Utami, D. A. & Hartini, S., 1 Jan 2020, Lecture Notes in Networks and Systems. Springer, p. 44-54 11 p. (Lecture Notes in Networks and Systems; vol. 123).

Research output: Chapter in Book/Report/Conference proceedingChapter

Mathematical assessment on the effect of hospitalization in dengue intervention

Nawawi, J. & Aldila, D., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030002. (AIP Conference Proceedings; vol. 2242).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modeling the relationship of factors that shaped student's loyalty

Haqka, E. F., Setiadi, R. & Siswantining, T., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012036.

Research output: Contribution to journalConference article

Open Access

Modeling total crime and the affecting factors in Central Java using geographically weighted regression

Runadi, T., Widyaningsih, Y. & Lestari, D., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012026.

Research output: Contribution to journalConference article

Open Access

New feature selection based on kernel

Rustam, Z. & Hartini, S., Aug 2020, In : Bulletin of Electrical Engineering and Informatics. 9, 4, p. 1569-1577 9 p.

Research output: Contribution to journalArticle

Noninvasive Classification of Blood Pressure Based on Photoplethysmography Signals Using Bidirectional Long Short-Term Memory and Time-Frequency Analysis

Tjahjadi, H., Ramli, K. & Murfi, H., 1 Jan 2020, In : IEEE Access. 8, p. 20735-20748 14 p., 8967075.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Optimal control of a discrete age-structured model for tuberculosis transmission

Fatmawati, Dyah Purwati, U., Riyudha, F. & Tasman, H., Jan 2020, In : Heliyon. 6, 1, e03030.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Pancreatic cancer early detection using twin support vector machine based on kernel

Sadewo, W., Rustam, Z., Hamidah, H. & Chusmarsyah, A. R., 1 Apr 2020, In : Symmetry. 12, 4, 667.

Research output: Contribution to journalArticle

Open Access