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2020

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

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 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

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

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

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

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)

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

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

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

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)

Note on in-antimagicness and out-antimagicness of digraphs

Arumugam, S., Bača, M., Marr, A., Semaničová-Feňovčíková, A. & Sugeng, K. A., 2020, (Accepted/In press) In : Journal of Discrete Mathematical Sciences and Cryptography.

Research output: Contribution to journalArticle

On H-antimagic decomposition of toroidal grids and triangulations

Hendy, Mudholifah, A. N., Sugeng, K. A., Bača, M. & Semaničová-Feňovčíková, A., 2020, (Accepted/In press) In : AKCE International Journal of Graphs and Combinatorics.

Research output: Contribution to journalArticle

Open Access

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
5 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

Prediction method of autoregressive moving average models for uncertain time series

Lu, J., Peng, J., Chen, J. & Sugeng, K. A., 1 Jan 2020, (Accepted/In press) In : International Journal of General Systems.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Prediction schizophrenia using random forest

Rustam, Z. & Saragih, G. S., 1 Jan 2020, In : Telkomnika (Telecommunication Computing Electronics and Control). 18, 3, p. 1433-1438 6 p.

Research output: Contribution to journalArticle

Open Access

Pulmonary rontgen classification to detect pneumonia disease using convolutional neural networks

Rustam, Z., Yuda, R. P., Alatas, H. & Aroef, C., 1 Jan 2020, In : Telkomnika (Telecommunication Computing Electronics and Control). 18, 3, p. 1522-1528 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Regularization learning network for insurance claim prediction in travel insurance

Gamaliel, J. T. & Murfi, H., 1 Jan 2020, In : Journal of Advanced Research in Dynamical and Control Systems. 12, 4 Special Issue, p. 1496-1503 8 p.

Research output: Contribution to journalArticle

Strategies of optimal control for hiv spreads prevention with health campaign

Aldila, D., Handari, B. D., Widyah, A. & Hartanti, G., 1 Jan 2020, In : Communications in Mathematical Biology and Neuroscience. 2020, 7.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Symmetry breaking bifurcations in the NLS equation with an asymmetric delta potential

Rusin, R., Marangell, R. & Susanto, H., 1 Jan 2020, (Accepted/In press) In : Nonlinear Dynamics.

Research output: Contribution to journalArticle

Theme mapping and bibliometrics analysis of one decade of big data research in the scopus database

Parlina, A., Ramli, K. & Murfi, H., 1 Feb 2020, In : Information (Switzerland). 11, 2, 69.

Research output: Contribution to journalArticle

Open Access
2019
4 Citations (Scopus)
1 Citation (Scopus)
Open Access
1 Citation (Scopus)

Classification of thalassemia data using K-nearest neighbor and Naïve Bayes

Siswantining, T., Kamalia, A., Rustam, Z., Subroto, F. & Semendawai, A. S., 8 Oct 2019, In : International Journal of Advanced Science and Technology. 28, 8 Special Issue, p. 15-19 5 p.

Research output: Contribution to journalArticle

Classification thalassemia data using fuzzy kernel C-Means (FKCM) method

Rustam, Z., Ramadhany, F. D., Siswantining, T., Subroto, F. & Suryansyah, A., 8 Oct 2019, In : International Journal of Advanced Science and Technology. 28, 8 Special Issue, p. 20-27 8 p.

Research output: Contribution to journalArticle

Comparison of Fuzzy C-Means, Fuzzy Kernel C-Means, and Fuzzy Kernel Robust C-Means to classify thalassemia data

Rustam, Z., Kamalia, A., Hidayat, R., Subroto, F. & Suryansyah, S. A., 1 Jan 2019, In : International Journal on Advanced Science, Engineering and Information Technology. 9, 4, p. 1205-1210 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Comparison of Lee-Carter's classic and general model for forecasting mortality rate in Indonesia

Safitri, L., Mardiyati, S. & Rahim, H., 1 Jan 2019, In : International Journal of GEOMATE. 16, 55, p. 119-124 6 p.

Research output: Contribution to journalArticle

Open Access

Comparison support vector machine and fuzzy possibilistic C-Means based on the kernel for knee osteoarthritis data classification

Rustam, Z., Pandelaki, J., Utami, D. A., Hidayat, R. & Ramli, A. A., 1 Jan 2019, In : International Journal on Advanced Science, Engineering and Information Technology. 9, 6, p. 2142-2146 5 p.

Research output: Contribution to journalArticle

Open Access

Decision making in the indonesian stock exchange using a fuzzy logic method

Rustam, Z., Talita, A. S. & Pertiwi, L. A. M., 1 Jun 2019, In : Journal of Theoretical and Applied Information Technology. 97, 14, p. 3937-3946 10 p.

Research output: Contribution to journalArticle

Hybrid preprocessing method for support vector machine for classification of imbalanced cerebral infarction datasets

Rustam, Z., Utami, D. A., Hidayat, R., Pandelaki, J. & Nugroho, W. A., 1 Jan 2019, In : International Journal on Advanced Science, Engineering and Information Technology. 9, 2, p. 685-691 7 p.

Research output: Contribution to journalArticle

Open Access
3 Citations (Scopus)
Open Access
1 Citation (Scopus)

Learning the seasonality of disease incidences from empirical data

Wijaya, K. P., Aldila, D. & Schäfer, L. E., 1 Apr 2019, In : Ecological Complexity. 38, p. 83-97 15 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Malawi's energy needs and agroforestry: Impact of woodlots on fuelwood sales

Toth, G. G., Nair, P. K. R., Jacobson, M., Widyaningsih, Y. & Duffy, C. P., 1 Jun 2019, In : Energy for Sustainable Development. 50, p. 101-108 8 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Mal-Flux: Rendering hidden code of packed binary executable

Lim, C., Suryadi, Ramli, K. & Kotualubun, Y. S., 1 Mar 2019, In : Digital Investigation. 28, p. 83-95 13 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

On the restricted size Ramsey number involving a path P 3

Silaban, D. R., Baskoro, E. T. & Uttunggadewa, S., 1 Jan 2019, In : Discussiones Mathematicae - Graph Theory. 39, 2, p. 741-755 15 p.

Research output: Contribution to journalArticle

Open Access

Optimal control in a malaria model: intervention of fumigation and bed nets

Handari, B. D., Vitra, F., Ahya, R., Nadya S, T. & Aldila, D., 1 Dec 2019, In : Advances in Difference Equations. 2019, 1, 497.

Research output: Contribution to journalArticle

Open Access
3 Citations (Scopus)
Open Access
3 Citations (Scopus)

Performance of rotation forest ensemble classifier and feature extractor in predicting protein interactions using amino acid sequences

Bustamam, A., Musti, M. I. S., Hartomo, S., Aprilia, S., Tampubolon, P. P. & Lestari, D., 24 Dec 2019, In : BMC Genomics. 20, 950.

Research output: Contribution to journalArticle

Open Access

The effect of reinfection with the same serotype on dengue transmission dynamics

Anggriani, N., Tasman, H., Ndii, M. Z., Supriatna, A. K., Soewono, E. & Siregar, E., 15 May 2019, In : Applied Mathematics and Computation. 349, p. 62-80 19 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)