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

Acute sinusitis classification using support and fuzzy support vector machines

Rustam, Z., Angie, N., Pandelaki, J. & Yunus, R. E., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012029.

Research output: Contribution to journalConference article

Open Access

A mathematical study on the spread of COVID-19 considering social distancing and rapid assessment: The case of Jakarta, Indonesia

Aldila, D., Khoshnaw, S. H. A., Safitri, E., Anwar, Y. R., Bakry, A. R. Q., Samiadji, B. M., Anugerah, D. A., GH, M. F. A., Ayulani, I. D. & Salim, S. N., Oct 2020, In : Chaos, Solitons and Fractals. 139, 110042.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Analysis of architecture combining Convolutional Neural Network (CNN) and kernel K-means clustering for lung cancer diagnosis

Rustam, Z., Hartini, S., Pratama, R. Y., Yunus, R. E. & Hidayat, R., 2020, In : International Journal on Advanced Science, Engineering and Information Technology. 10, 3, p. 1200-1206 7 p.

Research output: Contribution to journalArticle

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 cerebral infarction using support vector machine with artificial bee colony and particle swarm optimization feature selection

Rustam, Z., Utami, D. A., Pandelaki, J. & Yunus, R. E., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012031.

Research output: Contribution to journalConference article

Open Access

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 efficient spectral conjugate gradient parameter with descent condition for unconstrained optimization

Mamat, M., Sulaiman, I. M., Maulana, M., Sukono & Zakaria, Z. A., 2020, In : Journal of Advanced Research in Dynamical and Control Systems. 12, 2, p. 2487-2493 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

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

1 Citation (Scopus)

A new chaotic map development through the composition of the MS Map and the Dyadic Transformation Map

Suryadi, M. T., Satria, Y., Melvina, V., Prawadika, L. N. & Sholihat, I. M., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012024.

Research output: Contribution to journalConference article

Open Access

A new coefficient of the conjugate gradient method with the sufficient descent condition and global convergence properties

Malik, M., Mamat, M., Abas, S. S., Sulaiman, I. M. & Sukono, Sep 2020, In : Engineering Letters. 28, 3, p. 62-72 11 p.

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

3 Citations (Scopus)

A new modification of nprp conjugate gradient method for unconstrained optimization

Malik, M., Mamat, M., Abas, S. S., Sulaiman, I. M. & Sukono, 2020, In : Advances in Mathematics: Scientific Journal. 9, 7, p. 4955-4970 16 p.

Research output: Contribution to journalArticle

An improvement on the chaotic behavior of the Gauss Map for cryptography purposes using the Circle Map combination

Suryadi, M. T., Satria, Y. & Prawadika, L. N., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012045.

Research output: Contribution to journalConference article

Open Access

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

Breast cancer clustering using modified spherical K-Means

Rustam, Z. & Leudityara Fijri, A., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012028.

Research output: Contribution to journalConference article

Open Access
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 polynomial of anti-Adjacency matrix of directed cyclic friendship graph

Anzana, N., Aminah, S., Utama, S. & Silaban, D. R., 19 Jun 2020, In : Journal of Physics: Conference Series. 1538, 1, 012007.

Research output: Contribution to journalConference article

Open Access

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

Classification of thalassemia data using random forest algorithm

Aszhari, F. R., Rustam, Z., Subroto, F. & Semendawai, A. S., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012050.

Research output: Contribution to journalConference article

Open Access

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

3 Citations (Scopus)

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

Forecasting the tuberculosis morbidity rate in Indonesia using temporal convolutional neural network (TCNN)

Kusuma, A. A. A. W., 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., 030018. (AIP Conference Proceedings; vol. 2242).

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

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

Fuzzy kernel k-medoids application with fisher score feature selection for predicting bank financial failure

Rustam, Z. & Saragih, G. S., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012030.

Research output: Contribution to journalConference article

Open Access

Gender Classification Based on Face Recognition using Convolutional Neural Networks (CNNs)

Yuda, R. P., Aroef, C., Rustam, Z. & Alatas, H., 9 Jun 2020, In : Journal of Physics: Conference Series. 1490, 1, 012042.

Research output: Contribution to journalConference article

Open Access

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