Email: heri_k@statistika.its.ac.id
Department: D. Statistika
Faculty: Fakultas Sains dan Analitika Data
Affiliations
D. Statistika
D. Statistika Bisnis
D. Teknik Lingkungan
D. Teknik Sistem dan Industri
D. Aktuaria
D. Teknik Mesin
EXPERT MAP
Publications
CONFERENCES
Scopus
20
18
JOURNALS
22
BOOKS
0
RESEARCHS
29
PATENTS
SOCIAL RESPONSIBILITIES
1.
2011 : Power properties of linearity and long memory tests: A simulation study
2019 : Outlier detection using PCA mix based T2 control chart for continuous and categorical data
2.
2019 : Probabilistic Precipitation Forecast in (Indonesia) Using NMME Models: Case Study on Dry Climate Region
3.
2018 : T2Control Chart based on Successive Difference Covariance Matrix for Intrusion Detection System
4.
2018 : Intrusion detection system using multivariate control chart Hotelling's T2 based on PCA
5.
2018 : Hybrid forecasting model to predict air passenger and cargo in Indonesia
6.
2018 : Multi Model Calibration of Rainfall Forecasts in East Nusa Tenggara Using Ensemble Model Output Statistics
7.
2018 : Logistic regression ensemble to classify Alzheimer gene expression
8.
2018 : On the Impact of Climate Change to Agricultural Productivity in East Java
9.
2018 : On the Markov Chain Monte Carlo Convergence Diagnostic of Bayesian Finite Mixture Model for Income Distribution
10.
2017 : Bootstrap resampling to detect active zone for extreme rainfall in Indonesia
11.
2017 : Bayesian mixture modeling for blood sugar levels of diabetes mellitus patients (case study in RSUD Saiful Anwar Malang Indonesia)
12.
2017 : Population Analysis of Disabled Children by Departments in France
13.
2017 : Composite maps of surface pressure and geopotential to predict extreme high temperature in Surabaya
14.
2017 : Development of reversible jump Markov Chain Monte Carlo algorithm in the Bayesian mixture modeling for microarray data in Indonesia
15.
2015 : Combining the bayesian processor of output with bayesian model averaging for reliable ensemble forecasting
16.
2015 : Identification of extreme events in climate data from multiple sites
17.
2015 : Logistic Regression Ensemble for Predicting Customer Defection with Very Large Sample Size
18.
2012 : Ensemble method based on ARIMA-FFNN for climate forecasting
19.
2012 : Ensemble method based on ANFIS-ARIMA for rainfall prediction
20.
2011 : A new simple test against spurious long memory using temporal aggregation
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 : Active zones detection of sea surface temperature for drought events in East Nusa Tenggara Indonesia using bootstrap
2018 : Multivariate control chart based on PCA mix for variable and attribute quality characteristics
2018 : Drought risk mapping in East Nusa Tenggara Indonesia based on return periods
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
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 : Combining long memory and nonlinear model outputs for inflation forecast
2014 : Gaussian Copula Marginal Regression for modeling extreme data with application
2014 : Kolmogorov-smirnov and continuous ranked probability score validation on the Bayesian model averaging for microarray data
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
2021 : Heri Kuswanto, Analisis Dampak Solar Geoengeineering Terhadap Perubahan Temperatur dan Curah Hujan Ekstrim di Indonesia
2021 : Heri Kuswanto, Bayesian Model Averaging for gene selection
2021 : Heri Kuswanto, Pengembangan Metode Kalibrasi Peramalan Ensembel Menggunakan BMA-Frechet untuk Curah Hujan Ekstrim
2021 : Heri Kuswanto, Pengembangan model prediksi cuaca ekstrim di Surabaya menggunakan pendekatan machine learning
2020 : Heri Kuswanto, Koreksi bias dengan pendekatan Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) dan Quantile Mapping untuk proyeksi iklim di Indonesia
2020 : Heri Kuswanto, Analisis Dampak Solar Geoengeineering Terhadap Perubahan Temperatur dan Curah Hujan Ekstrim di Indonesia
2020 : 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
2020 : Heri Kuswanto, Pengembangan Metode Kalibrasi Peramalan Ensembel Menggunakan BMA-Frechet untuk Curah Hujan Ekstrim
2020 : Heri Kuswanto, Understanding The Impact of Solar Geoengineering on Extreme Temperature and Precipitation Changes Over Tropical Regions : Case Study of Indonesia
2019 : DEVELOPMENT OF SEASONAL GSTAR MODEL WITH EXOGENOUS VARIABLES FOR FORECASTING SPACE-TIME DATA WITH CALENDAR VARIATION EFFECT
2019 : Hybrid Ant Colony Optimization – Support Vector Machine Untuk Klasifikasi High Dimensional Data
2019 : 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
2019 : Heri Kuswanto, Analisis Dampak Solar Geoengeineering Terhadap Perubahan Temperatur dan Curah Hujan Ekstrim di Indonesia
2019 : Prediksi Klasifikasi Imbalanced Data Mining pada Status Ketertinggalan Desa di Jawa Timur Menggunakan Kombinasi Metode Sampling dengan Metode Statistik dan Machine Learning
2019 : Pengembangan Diagram Kontrol Robust Mixed Hotelling's T2 berbasis PCA Mix dengan Dynamic Control Limit untuk Network Anomaly Detection
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 : 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 : Pengembangan Hybrid Analisis Diskriminan dan Algoritma Genetika untuk Penaksiran Parameter dan Seleksi Variabel pada Klasifikasi Penyakit dan Tipe Pasien
2018 : Pengembangan Diagram Kontrol Multivariat untuk Deteksi Intrusi
21.
2018 : Heri Kuswanto, Development Of Ensemble Based Model For Classification And Variable Selection On High Dimensional Data
22.
2017 : ANALISA EKONOMI DAMPAK PERUBAHAN IKLIM TERHADAP PRODUKTIFITAS PERTANIAN DI INDONESIA UNTUK MENGANTISIPASI KETAHANAN PANGAN MENGGUNAKAN MODEL PANEL EKONOMETRIKA
23.
2016 : Heri Kuswanto, DEVELOPMENT OF ENSEMBLE BASED MODEL FOR CLASSIFICATION AND VARIABLE SELECTION ON HIGH DIMENSIONAL DATA
24.
2016 : Pengembangan Algoritma Genetika untuk Pemodelan Data secara Statistika
25.
2016 : Heri Kuswanto, Pengembangan Peta Komposit Pattern Meteorologi Resolusi Tinggi untuk Prediksi Curah Hujan Ekstrim di Indonesia
26.
2015 : Heri Kuswanto, Pengembangan Peta Komposit Pattern Meteorologi Resolusi Tinggi untuk Prediksi Curah Hujan Ekstrim di Indonesia
27.
2015 : Pengembangan Algoritma Genetika untuk Pemodelan Data secara Statistika
28.
2014 : Penyusunan Rencana Operasional dan Manajemen Perubahan Penyediaan Kelas Berbahasa Inggris di ITS
29.
2014 : Forecasting Electricity Consumption in East Java-Bali Region Using Double Seasonal Exponential Smoothing and Double Seasonal ARIMA Model\n
2020 : Pelatihan Integrasi dan Analisis Data Untuk Peningkatan Kompetensi Fungsional Statistisi Perangkat Daerah Provinsi Jawa Timur Dalam Mendukung Program Satu Data Indonesia
2020 : PELATIHAN INTEGRASI DAN ANALISIS DATA UNTUK PENINGKATAN KOMPETENSI FUNGSIONAL STATISTISI PERANGKAT DAERAH PROVINSI JAWA TIMUR DALAM MENDUKUNG PROGRAM SATU DATA INDONESIA
2019 : Pemanfaatan Limbah Sebagai Bahan Baku Pakan Ternak Ayam Untuk Peningkatan Ekonomi Masyarakat Keputih
2019 : Pemberdayaan Ekonomi Kelompok Pembatik Kampung Wisata Ex Lokalisasi Dolly Surabaya
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
2018 : Pembuatan Pakan Ikan untuk Ketersediaan Berkala bagi Petani Tambak Keputih dengan Metode Fermentasi berbasis Bahan Lokal
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
2021 : WORKSHOP IMPLEMENTASI STATISTIKA DALAM PENELITIAN TINDAKAN KELAS DI SMKN 5 SURABAYA
