AREA OF EXPERTISE (DIVISION / GROUP / FIELD)
- MATHEMATICAL SCIENCES/ STATISTICAL THEORY/ STATISTICS
RESEARCH INTEREST
- Bayesian statistics, time series analysis, statistical learning
COMPETENCE/ CERTIFICATION
- Pengembangan Pembelajaran Berpusat Mahasiswa , – , Date : 2006-12-31
RESEARCH
- Peramalan Konsumsi Listrik di Yogyakarta [2018]
(Ketua Peneliti) Dr. Herni Utami, S.Si., M.Si. (Anggota Peneliti) Dr. Drs. Gunardi, M.Si. (Anggota Peneliti) Dr. Abdurakhman (Anggota Peneliti) Prof. Drs. Subanar, Ph.D. (Anggota Peneliti) Yunita Wulan Sari, S.Si., M.Sc. - Algoritma Bayesian Association Rule Untuk Analisis Karakteristik Kecelakaan Lalu Lintas [2016]
(Ketua Peneliti) Vemmie Nastiti Lestari, S.Si., M.Sc. (Anggota Peneliti) Prof. Drs. Subanar, Ph.D.
COMMUNITY SERVICES
- Peningkatan Pembelajaran Matematika pada MGMP Matematika SMA Kabupaten Banyumas [2021]
(1) Nur Khusnussa`adah, S.Si., M.Sc. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr. Sri Wahyuni, S.U. (4) Prof. Dr. Salmah, M.Si. (5) Prof. Dr. Christiana Rini Indrati, M.Si. (6) Dr.rer.nat. Lina Aryati, M.S. (7) Dr. Irwan Endrayanto Aluicius, S.Si., M.Sc. (8) Parjilan (9) RARAS OKTAVIANA DEWI - Pengembangan Kompetensi Guru MGMP Matematika Sulawesi Barat melalui Inisiasi KS Departemen Matematika dengan FMIPA Universitas Sulawesi Barat: Sharing dengan Masyarakat Matematika di Daerah Terdampak Bencana [2021]
(1) Dr. Adhitya Ronnie Effendie, S.Si., M.Si., M.Sc. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr. Sri Wahyuni, S.U. (4) Prof. Dr. Christiana Rini Indrati, M.Si. (5) Dr. Fajar Adi Kusumo, S.Si., M.Si. (6) Drs. Danardono, MPH., Ph.D. (7) Drs. Pekik Nurwantoro, M.S., Ph.D. - Pembuatan Website menara ilmu Metode Statistika dan Aplikasinya (metstat.mipa.ugm.ac.id) [2020]
(1) Vemmie Nastiti Lestari, S.Si., M.Sc. (2) Yunita Wulan Sari, S.Si., M.Sc. (3) Prof. Drs. Subanar, Ph.D. - Peningkatan Kompetensi Guru Matematika SMA di Kabupaten Banyumas Pada Pelajaran Matematika SMA (KERJASAMA DEPARTEMEN MATEMATIKA DAN DENGAN MGMP MATEMATIKA SMA KABUPATEN BANYUMAS) [2019]
(1) Prof. Drs. Subanar, Ph.D. (2) Prof. Dra. Sri Hartati, M.Sc., Ph.D. (3) Prof. Dr. Christiana Rini Indrati, M.Si. (4) Prof. Dr. Salmah, M.Si. (5) Prof. Dr. Sri Wahyuni, S.U. (6) Prof. Dr.rer.nat. Indah Emilia Wijayanti, S.Si., M.Si. (7) Dr.rer.nat. Lina Aryati, M.S. (8) Dr. Herni Utami, S.Si., M.Si. (9) Dr. Fajar Adi Kusumo, S.Si., M.Si. (10) NAIMAH HIJRIATI (11) QONITA QURROTA A’YUN (12) Isma Lathifa (13) Nilam Cindera Dewi
JOURNAL PUBLICATION
- The Initialization of Flexible K-Medoids Partitioning Method Using a Combination of Deviation and Sum of Variable Values [2022]
(1) Kariyam (2) Dr. Abdurakhman (3) Prof. Drs. Subanar, Ph.D. (4) Dr. Herni Utami, S.Si., M.Si. - Optimal Adaptive Neuro-Fuzzy Inference System Architecture for Time Series Forecasting with Calendar Effect [2022]
(1) PUTRIAJI HENDIKAWATI (2) Prof. Drs. Subanar, Ph.D. (3) Dr. Abdurakhman (4) Tarno - EFFECTS OF CALENDAR VARIATIONS ON THE INDONESIA STOCK EXCHANGE: AN EMPIRICAL STUDY OF POTENTIAL STOCKS [2022]
(1) PUTRIAJI HENDIKAWATI (2) Prof. Drs. Subanar, Ph.D. (3) Dr. Abdurakhman (4) Tarno - Block-Based K-Medoids Partitioning Method with Standardized Data to Improve Clustering Accuracy [2022]
(1) Kariyam (2) Dr. Abdurakhman (3) Dr. Herni Utami, S.Si., M.Si. (4) Prof. Drs. Subanar, Ph.D. (5) Dr. Adhitya Ronnie Effendie, S.Si., M.Si., M.Sc. - Non-stationary exchange rate prediction using soft computing techniques [2021]
(1) PUTRIAJI HENDIKAWATI (2) Prof. Drs. Subanar, Ph.D. (3) Dr. Abdurakhman (4) Tarno - Fuzzy Estimations for Detecting Abrupt Changes: Cases on Tourism Series [2020]
(1) NURHAIDA (2) Prof. Drs. Subanar, Ph.D. (3) Dr. Abdurakhman (4) Agus Maman Abadi - PERAMALAN BEBAN LISTRIK DAERAH ISTIMEWA YOGYAKARTA DENGAN METODE SINGULAR SPECTRUM ANALYSIS (SSA) [2019]
(1) Dr. Herni Utami, S.Si., M.Si. (2) Yunita Wulan Sari, S.Si., M.Sc. (3) Prof. Drs. Subanar, Ph.D. (4) Dr. Abdurakhman (5) Dr. Drs. Gunardi, M.Si. - Non Stationary Exchange Rate Prediction using Soft Computing Techniques [2019]
(1) PUTRIAJI HENDIKAWATI (2) Prof. Drs. Subanar, Ph.D. (3) Dr. Abdurakhman (4) Tarno - Development of a Spatial Path-Analysis Method for Spatial Data Analysis [2018]
(1) WIWIN SULISTYO (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.-Ing. Mhd. Reza M. I. Pulungan, S.Si., M.Sc. - EMPIRICAL STUDY ON BANDWIDTH OPTIMIZATION FOR KERNEL PCA IN THE K-MEANS CLUSTERING OF NON-LINEARLY SEPARABLE DATA [2017]
(1) CORI PITOY (2) Prof. Drs. Subanar, Ph.D. (3) Dr. Abdurakhman - ACCELERATING THE OUTLIER DETECTION METHODS FOR CATEGORICAL DATA BY USING MATRIX OF ATTRIBUTE VALUE FREQUENCY [2017]
(1) Dr. Nur Rokhman, S.Si., M.Kom. (2) Prof. Drs. Subanar, Ph.D. (3) Drs. Edi Winarko, M.Sc.,Ph.D. - ESSPI : Exponential Smoothing Seasonal Planting Index, A New Algorithm For Prediction Rainfall [2016]
(1) KRISTOKO DWI HARTOMO (2) Prof. Drs. Subanar, Ph.D. (3) Drs. Edi Winarko, M.Sc.,Ph.D. - Improving the performance of outlier detection methods for categorical data by using weighting function [2016]
(1) Dr. Nur Rokhman, S.Si., M.Kom. (2) Prof. Drs. Subanar, Ph.D. (3) Drs. Edi Winarko, M.Sc.,Ph.D. - A Novel Optimization Procedure in WRBNN for Time Series Forecasting [2016]
(1) RUKUN SANTOSO (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Suhartono - The development of an optimization procedure in WRBNN for time series forecasting [2016]
(1) RUKUN SANTOSO (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Suhartono - Exchange Rates Forecasting UsingVariable Length Moving Average – NARX [2015]
(1) Dr. Agus Sihabuddin, S.Si., M.Kom. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Drs. Edi Winarko, M.Sc.,Ph.D. - Fractional integrated recurrent neural network (FIRNN) for forecasting of time series data in electricity load in java-bali [2015]
(1) WALID (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Suhartono - Estimation of Fingerprint Orientation Field by Utilizing Priot Knowledge and Self-Organizing Map [2014]
(1) SRI SUWARNO (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Drs. Agus Harjoko, M.Sc., Ph.D. (4) Prof. Dra. Sri Hartati, M.Sc., Ph.D. - An Intonation Speech Synthesis Model for Indonesian Using Pitch Pattern and Phrase Identification [2014]
(1) Dr. Yohanes Suyanto, M.I.Kom. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Drs. Agus Harjoko, M.Sc., Ph.D. (4) Prof. Dra. Sri Hartati, M.Sc., Ph.D. - A Second Correlation Method for Multivariate Exchange Rates Forecasting [2014]
(1) Dr. Agus Sihabuddin, S.Si., M.Kom. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Drs. Edi Winarko, M.Sc.,Ph.D. - Internet Forensics Framework Based-on Clustering [2013]
(1) Imam Riadi (2) Prof. Dr. Ir. Jazi Eko Istiyanto, M.Sc. (3) Dr.techn. Ahmad Ashari, M.I.Kom. (4) Prof. Drs. Subanar, Ph.D. - Analysis of financial time series using adaptive neuro fuzzy inference system (ANFIS) [2013]
(1) Tarno (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Suhartono - Endemic Outbreaks of Brown Planthopper (Nilaparvata Lugens Stal) in Indonesia Using Exploratory Spatial Data Analysis [2012]
(1) Sri Yulianto Joko Prasetyo (2) Prof. Drs. Subanar, Ph.D. (3) Drs. Edi Winarko, M.Sc.,Ph.D. (4) Prof. Dr. Budi S. Daryono, M.Agr.Sc. - The Concept of Indescernibility Level of Rough Set to Reduce the Dendogram Instability [2010]
(1) Prof. Drs. Subanar, Ph.D. (2) Drs. Edi Winarko, M.Sc.,Ph.D.
PROSIDING
- Multiresolution radial basis model for nonlinear time series prediction [2016]
(1) RUKUN SANTOSO (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Suhartono - The adequateness of wavelet based model for time series [2013]
(1) RUKUN SANTOSO (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr.rer.nat. Dedi Rosadi, S.Si., M.Sc. (4) Suhartono - Regular Expression untuk Pencarian Kata Dasar Bahasa Indonesia [2011]
(1) Dr. Yohanes Suyanto, M.I.Kom. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Drs. Agus Harjoko, M.Sc., Ph.D. (4) Prof. Dra. Sri Hartati, M.Sc., Ph.D. - Constructing Model for Survival Data by the Makeham-like Unproportional Hazard [2009]
(1) Dr. Adhitya Ronnie Effendie, S.Si., M.Si., M.Sc. (2) Drs. Danardono, MPH., Ph.D. (3) Prof. Drs. Subanar, Ph.D. - P(I)DE Approach for Indonesian Option Pricing [2007]
(1) Dr. Drs. Gunardi, M.Si. (2) Prof. Drs. Subanar, Ph.D. (3) Prof. Dr. Sri Haryatmi, M.Sc.
