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Department: D. Statistika
Faculty: Fakultas Matematika, Komputasi, dan Sains Data
Labs: - no laboratories available -
Affiliations
D. Statistika Bisnis
D. Teknik Lingkungan
D. Statistika
D. Teknik Industri
D. Teknik Mesin
EXPERT MAP
Publications
CONFERENCES
Scopus
20
18
JOURNALS
22
BOOKS
0
RESEARCHS
15
PATENTS
SOCIAL RESPONSIBILITIES
1.
2019 : Probabilistic Precipitation Forecast in (Indonesia) Using NMME Models: Case Study on Dry Climate Region
2.
2019 : Outlier detection using PCA mix based T2 control chart for continuous and categorical data
3.
2018 : Logistic regression ensemble to classify Alzheimer gene expression
4.
2018 : Intrusion detection system using multivariate control chart Hotelling's T2 based on PCA
5.
2018 : On the Impact of Climate Change to Agricultural Productivity in East Java
6.
2018 : On the Markov Chain Monte Carlo Convergence Diagnostic of Bayesian Finite Mixture Model for Income Distribution
7.
2018 : Hybrid forecasting model to predict air passenger and cargo in Indonesia
8.
2018 : Multi Model Calibration of Rainfall Forecasts in East Nusa Tenggara Using Ensemble Model Output Statistics
9.
2018 : T2Control Chart based on Successive Difference Covariance Matrix for Intrusion Detection System
10.
2017 : Population Analysis of Disabled Children by Departments in France
11.
2017 : Composite maps of surface pressure and geopotential to predict extreme high temperature in Surabaya
12.
2017 : Bootstrap resampling to detect active zone for extreme rainfall in Indonesia
13.
2017 : Development of reversible jump Markov Chain Monte Carlo algorithm in the Bayesian mixture modeling for microarray data in Indonesia
14.
2017 : Bayesian mixture modeling for blood sugar levels of diabetes mellitus patients (case study in RSUD Saiful Anwar Malang Indonesia)
15.
2015 : Logistic Regression Ensemble for Predicting Customer Defection with Very Large Sample Size
16.
2015 : Combining the bayesian processor of output with bayesian model averaging for reliable ensemble forecasting
17.
2015 : Identification of extreme events in climate data from multiple sites
18.
2012 : Ensemble method based on ARIMA-FFNN for climate forecasting
19.
2012 : Ensemble method based on ANFIS-ARIMA for rainfall prediction
20.
2011 : Power properties of linearity and long memory tests: A simulation study
2010 : Initial tests and optimum model: A problem of misleading results in real exchange rate behaviour
2009 : Regime switching long memory model for German stock returns
2019 : Survey data of household perceptions of drought, mitigation and adaptation practices in East Nusa Tenggara, Indonesia
2018 : Classification of Alzheimer related genes using LORENS with important and significant features
2018 : On The Impact of Climate Change to Agricultural Productivity in East Java
2018 : Active zones detection of sea surface temperature for drought events in East Nusa Tenggara Indonesia using bootstrap
2018 : Drought risk mapping in East Nusa Tenggara Indonesia based on return periods
2018 : Multivariate control chart based on PCA mix for variable and attribute quality characteristics
2017 : Bayesian mixture model averaging for identifying the different gene expressions of chickpea (Cicer arietinum) plant tissue
2017 : Comparison between selective sampling and random undersampling for classification of customer defection using support vector machine
2016 : Blood sugar levels of diabetes mellitus patients modeling with Bayesian mixture model averaging
2015 : An algorithm for determining the number of mixture components on the bayesian mixture model averaging for microarray data
2014 : Kolmogorov-smirnov and continuous ranked probability score validation on the Bayesian model averaging for microarray data
2014 : Combining long memory and nonlinear model outputs for inflation forecast
2014 : Gaussian Copula Marginal Regression for modeling extreme data with application
2013 : Bias comparison on memory parameter of skip sampled long memory and exponentially smooth transition autoregressive process
2012 : On the influence of climate and socio-economic condition to the dengue incidences: A semiparametric panel regression approach
2011 : A new simple test against spurious long memory using temporal aggregation
2019 : Prediksi Klasifikasi Imbalanced Data Mining pada Status Ketertinggalan Desa di Jawa Timur Menggunakan Kombinasi Metode Sampling dengan Metode Statistik dan Machine Learning
2018 : Development Of Seasonal Gstar Model With Exogenous Variables For Forecasting Space-Time Data With Calendar Variation Effect
2018 : Estimator Campuran Spline Truncated dan Deret Fourier dalam Regresi Nonparametrik untuk Data Longitudinal
2018 : Heri Kuswanto, Development Of Ensemble Based Model For Classification And Variable Selection On High Dimensional Data
2018 : Pengembangan Diagram Kontrol Multivariat untuk Deteksi Intrusi
2018 : Heri Kuswanto, Pengembangan Drought Monitoring and Forecasting System berbasis data satelit North America Multi-Model Ensemble (NMME) terkalibrasi untuk mengantisipasi bencana kekeringan ekstrim akibat variabilitas dan perubahan iklim
2018 : Pengembangan Hybrid Analisis Diskriminan dan Algoritma Genetika untuk Penaksiran Parameter dan Seleksi Variabel pada Klasifikasi Penyakit dan Tipe Pasien
2017 : ANALISA EKONOMI DAMPAK PERUBAHAN IKLIM TERHADAP PRODUKTIFITAS PERTANIAN DI INDONESIA UNTUK MENGANTISIPASI KETAHANAN PANGAN MENGGUNAKAN MODEL PANEL EKONOMETRIKA
2016 : Pengembangan Algoritma Genetika untuk Pemodelan Data secara Statistika
2016 : Heri Kuswanto, Pengembangan Peta Komposit Pattern Meteorologi Resolusi Tinggi untuk Prediksi Curah Hujan Ekstrim di Indonesia
2016 : Heri Kuswanto, DEVELOPMENT OF ENSEMBLE BASED MODEL FOR CLASSIFICATION AND VARIABLE SELECTION ON HIGH DIMENSIONAL DATA
2015 : Pengembangan Algoritma Genetika untuk Pemodelan Data secara Statistika
2015 : Heri Kuswanto, Pengembangan Peta Komposit Pattern Meteorologi Resolusi Tinggi untuk Prediksi Curah Hujan Ekstrim di Indonesia
2014 : Forecasting Electricity Consumption in East Java-Bali Region Using Double Seasonal Exponential Smoothing and Double Seasonal ARIMA Model\n
2014 : Penyusunan Rencana Operasional dan Manajemen Perubahan Penyediaan Kelas Berbahasa Inggris di ITS
2019 : Pemberdayaan Ekonomi Kelompok Pembatik Kampung Wisata Ex Lokalisasi Dolly Surabaya
2019 : Pemanfaatan Limbah Sebagai Bahan Baku Pakan Ternak Ayam Untuk Peningkatan Ekonomi Masyarakat Keputih
2018 : Pembuatan Pakan Ikan untuk Ketersediaan Berkala bagi Petani Tambak Keputih dengan Metode Fermentasi berbasis Bahan Lokal
2018 : Pemberdayaan Ekonomi Kelompok Pembatik Kampung Wisata Ex Lokalisasi Dolly Surabaya
2018 : Peningkatan Kemampuan Analisa Data Besar Berbasis Machine Learning bagi Dosen Statistika yang Tergabung dalam FORSTAT
2017 : Peningkatan Ekonomi Kelompok Petani Tambak Keputih Sukolilo Surabaya Melalui Produksi Pakan Ikan Mandiri
2016 : Peningkatan Kemampuan Analisa Data Berbasis Statistika bagi Dosen Fakultas Ekonomi di Kopertis VII
2016 : Pendampingan Penguasaan Aplikasi Statistika Dengan Software Open Source R bagi Dosen STKIP Trenggalek
2015 : PENINGKATAN KOMPETENSI GURU DALAM PENGAJARAN STATISTIKA DI SMA PADA MODEL PEMBELAJARAN TEMATIK KURIKULUM 2013
