Universitas Negeri Surabaya

Selamat datang di Universitas Negeri Surabaya (UNESA). Berdiri sejak 1964, UNESA telah berkembang menjadi salah satu perguruan tinggi terkemuka di Indonesia.

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WIYLI YUSTANTI

WIYLI YUSTANTI

Lektor Kepala · NIDN 0003027708 · SINTA ID 5989462

1,161
SINTA Score

Publikasi

Optimizing Tuition Fee Determination with K-Means Cluster Relabeling Based on Centroid Mapping of Principal Component Pattern

Journal of Information Systems Engineering and Business Intelligence

2025

Automated Skin Cancer Classification Using VGG16-Based Deep Learning Model

E3S Web of Conferences 645, 04003, 2025

2025

A Data-Driven Framework for Student Satisfaction: Novel Hybridization of Clustering and Performance Mapping Analysis

E3S Web of Conferences 645, 06011, 2025

2025

A COMPARATIVE STUDY OF SUPERVISED FEATURE SELECTION METHODS FOR PREDICTING UANG KULIAH TUNGGAL (UKT) GROUPS

J-Icon: Jurnal Komputer dan Informatika 13 (2), 68-76, 2025

2025

Optimalisas Data Ekosistem Digital di Industri 5.0

Unesa University Press, 2025

2025

Automated Chest X-Ray Captioning Using Pretrained Vision Transformer with LSTM and Multi-Head Attention

JIEET (Journal of Information Engineering and Educational Technology) 9 (1 …, 2025

2025

Hybrid Clustering and Classification of At-Risk Customer Segments in Network Marketing

JIEET (Journal of Information Engineering and Educational Technology) 9 (1 …

2025

Uncovering Hidden Issues in Audit Findings Through LDA-Based Topic Modeling

JIEET (Journal of Information Engineering and Educational Technology) 9 (1 …

2025

I-Regs (Internet-Regression Analysis) as a Statistical Innovation in Nonparametric Regression Modeling

Journal of Education Technology and Information System 1 (02), 2025

2025

Implementation of the Support Vector Machine (SVM) Algorithm in Predicting Transaction Cancellations at Shopee E-commerce: Implementasi Algoritma Support Vector Machine (SVM …

Journal of Emerging Information System and Business Intelligence (JEISBI) 6 …

2025

Assessment of the Potential of Elementary School Students in Terms of Physical Fitness

Mimbar Sekolah Dasar 11 (2), 357-367, 2024

2024

A Text Mining Analysis of Social Media Criticisms on Tuition Fee Policies at State Universities in Indonesia

2024 11th International Conference on Electrical Engineering, Computer …, 2024

2024

Probabilistic-based Text Clustering for Optimizing Mental Health Issues Extraction on Social Media

2024 Seventh International Conference on Vocational Education and Electrical …, 2024

2024

Exploring Naive Bayes Variants for Classifying Emotions in e-Commerce Reviews

2024 International Conference on Computer Engineering, Network, and …, 2024

2024

Forecasting the number of Information Technology Incidents Using Artificial Neural Network (ANN)

Journal of Emerging Information System and Business Intelligence (JEISBI) 5 ..., 2024

2024

Implementasi Metode You Only Look Once (YOLOV5) Dalam Deteksi Pelanggaran Helm

Journal of Emerging Information System and Business Intelligence (JEISBI) 5 ..., 2024

2024

Studi Komparasi Local Outlier Factor (LOF) dan Isolation Forest (IF) pada Analisis Anomali Kinerja Dosen

Journal of Informatics and Computer Science (JINACS) 6 (02), 532-540

2024

Implementasi Gabungan Metode Klasterisasi dan Asosiasi untuk Analisis Data Survei Kepuasan Pelanggan

Journal of Informatics and Computer Science (JINACS) 6 (02), 397-407

2024

Sistem Deteksi Organ Liver Melalui Citra Iris Mata Menggunakan Convolutional Neural Network

Journal of Informatics and Computer Science (JINACS), 417-426, 2024

2024

Klasifikasi Deteksi Link Phising DANA Kaget Menggunakan Metode Support Vector Machine Berbasis Website

Journal of Informatics and Computer Science (JINACS), 408-416, 2024

2024

Analisis Topik Pinjaman Online Pada Sosial Media Twitter Menggunakan Latent Direchlet Allocation (LDA)

Journal of Informatics and Computer Science (JINACS), 427-436, 2024

2024

Pemilihan Algoritma Klasifikasi Terbaik Untuk Prediksi Jenis Keluhan MI User Interface (MIUI) 14

Journal of Informatics and Computer Science (JINACS) 6 (02), 445-452, 2024

2024

Cat Skin Disease Detection System Using You Only Look Once (YOLO) v8 Algorithm

Journal of Emerging Information System and Business Intelligence (JEISBI) 5 …

2024

Semi-Supervised Learning pada Pelabelan dalam Klasifikasi Multi-Label Data Teks

Journal of Informatics and Computer Science (JINACS), 240-248, 2024

2024

Pengembangan Algoritma Support Vector Machine (SVM) Multiclass untuk Prediktor Kategorik dengan Proportional Class Constraint

Institut Teknologi Sepuluh Nopember, 2024

2024

Pelatihan Pemanfaatan Internet untuk Menunjang Kreativitas Guru dalam Penyampaian Materi secara Daring

Abdimas: Papua Journal of Community Service 6 (1), 16-24, 2024

2024

Double-encrypted Watermark Image in Dual Domain for Authentication and Recovery

2023 IEEE International Conference on Internet of Things and Intelligence …, 2023

2023

A Cross-Sampling Method for Hidden Structure Extraction to Improve Imbalanced Multiclass Classification Accuracy

2023 Sixth International Conference on Vocational Education and Electrical …, 2023

2023

Prediksi Kenaikan Jabatan Pranata Komputer pada Kementerian X dengan Menggunakan Model Algoritma Klasifikasi Linear Discriminant Analysis (LDA)

Journal of Emerging Information System and Business Intelligence (JEISBI) 4 ..., 2023

2023

Deteksi Anomali Terhadap Pembatalan Transaksi Pada Platform Tiktok Shop dengan Algoritma Categorical Boosting (Catboost)

Journal of Informatics and Computer Science (JINACS) 5 (02), 149-156, 2023

2023

Rekomendasi Jasa Ekspedisi Menggunakan Analisis Sentimen Dan Analytical Hierarchy Process (AHP)

Journal of Emerging Information System and Business Intelligence (JEISBI) 4 ..., 2023

2023

Peramalan Close Price Mata Uang Crypto Solana Menggunakan Jaringan Syaraf Tiruan Model Backpropagation

Journal of Emerging Information System and Business Intelligence (JEISBI) 4 …

2023

Perbandingan Algoritma Klastering dalam Pengelompokan Penjualan Produk Komputer

Journal of Emerging Information System and Business Intelligence (JEISBI) 4 ..., 2023

2023

A Novel Hybrid Prairie Dog optimization algorithm-marine predator algorithm for tuning parameters Power System stabilizer

Journal of Robotics and Control (JRC) 4 (5), 686-695, 2023

2023

Categorical encoder based performance comparison in preprocessing imbalanced multiclass classification

Indonesian Journal of Electrical Engineering and Computer Science 31 (3 ..., 2023

2023

Novel hybrid prairie dog optimization algorithm-marine predator algorithm for tuning parameters power system stabilizer

Journal of Robotics and Control Jrc

2023

A Block-Based Image Characteristics Robust Watermarking with Optimal Embeddable AC Coefficient.

International Journal of Intelligent Engineering & Systems 16 (4), 472, 2023

2023

Pelatihan Media Pembelajaran Menggunakan Canva Untuk Guru MI Al Ahmad, Krian, Sidoarjo

Jurnal ABDI: Media Pengabdian Kepada Masyarakat 9 (1), 46-52, 2023

2023

Analisis Text Clustering Kebijakan Pembukaan Daerah Wisata pada Masa Pandemi Berbasis Densitas Spasial (DBSCAN)

Journal of Emerging Information System and Business Intelligence (JEISBI) 3 ..., 2022

2022

Analisis Klastering Buku sebagai Evaluasi untuk Peningkatan Minat Baca Perpusatakaan SMAN 1 Grogol

Journal of Emerging Information System and Business Intelligence (JEISBI) 3 …

2022

Perbandingan Kinerja Metode Problem Transformation-KNN dan Algorithm Adaptation-KNN pada Klasifikasi Multi-Label Pertanyaan Kotakode

Journal of Emerging Information System and Business Intelligence (JEISBI) 3 ..., 2022

2022

Analisis Kepuasan Pengguna pada Aplikasi Jenius dengan Menggunakan Metode EUCS (End-User Computing Satisfaction) berdasarkan Perspektif Pengguna

Journal of Emerging Information System and Business Intelligence (JEISBI) 3 …

2022

Penerapan Metode Association Rule dengan Algoritma FP-Growth dan Prediksi dengan Artificial Neural Network untuk Persediaan Sparepart

Journal of Emerging Information System and Business Intelligence (JEISBI) 3 ..., 2022

2022

Identification of Implementation of School Health Education Through Physical Education

International Conference on Sports Science and Health (ICSSH 2022), 242-251, 2022

2022

Analisis Algoritma Klasifikasi untuk Memprediksi Karakteristik Mahasiswa pada Pembelajaran Daring

J. Edukasi dan Penelit. Inform 8 (1), 57-61, 2022

2022

Python Programming: Machine Learning

Mitra Edukasi dan Publikasi, 2022

2022

A Hybrid Evaluation Index Approach in Optimizing Single Tuition Fee Cluster Validity

2022 6th International Conference on Information Technology, Information ..., 2022

2022

Block-Based Image Reversible Data Hiding Based on the Visual Feature and Edge Entropy

2022 International Conference on Electrical and Information Technology (IEIT …, 2022

2022

Brain tumor classification using transfer learning

2022 Fifth International Conference on Vocational Education and Electrical …, 2022

2022

Analisis Sentimen dan Pemeringkatan Popularitas Tempat Wisata dengan Naïve Bayes dan AHP

Journal of Emerging Information System and Business Intelligence (JEISBI) 2 ..., 2021

2021

Implementasi Metode AHP dan SAW dalam Sistem Pendukung Keputusan Pemilihan Organisasi Kemahasiswaan

Journal of Emerging Information System and Business Intelligence (JEISBI) 2 ..., 2021

2021

Optimalisasi Jumlah Klaster Uang Kuliah Tunggal pada Data Sosial Ekonomi Mahasiswa

Journal of Emerging Information System and Business Intelligence (JEISBI) 2 …

2021

Studi Perbandingan Algoritma Klastering Dalam Pengelompokan Persediaan Produk (Studi Kasus: Subdirektorat Perencanaan Sarana Prasarana Dan Logistik PTN X)

Journal of Emerging Information System and Business Intelligence (JEISBI) 2 ..., 2021

2021

Penerapan Metode Market Basket Analysis dengan Algoritma Eclat dan Prediksi dengan Artificial Neural Network pada Data Transaksi Penjualan

Journal Of Emerging Information System And Business Intelligence (Jeisbi) 2 …

2021

Analisis Sentimen Customer Review Aplikasi Ruang Guru dengan Metode BERT (Bidirectional Encoder Representations from Transformers)

Journal of Emerging Information System and Business Intelligence (JEISBI) 2 (3), 2021

2021

Analisis Sentimen Kualitas Layanan Teknologi Pembayaran Elektronik pada Twitter (Studi Kasus Ovo dan Dana)

Jeisbi 2 (03), 47-54, 2021

2021

Analisis Permintaan Barang Habis Pakai Menggunakan Algoritma Apriori dan Artificial Neural Network (Studi Kasus: Instalasi Bedah Rumah Sakit X)

Journal of Informatics and Computer Science (JINACS) 3 (01), 1-11

2021

Klasifikasi Buku Menggunakan Metode Support Vector Machine pada Digital Library

Journal of Informatics and Computer Science (JINACS) 3 (01), 55-61, 2021

2021

Analisa Learning Rate dan Batch Size pada Klasifikasi Covid Menggunakan Deep Learning dengan Optimizer Adam

JIEET (Journal of Information Engineering and Educational Technology) 5 (2 …, 2021

2021

Clustering the Students' Behavior on the e-Learning using the Density-Based Algorithm

2021 International Seminar on Application for Technology of Information and …, 2021

2021

Clustering Students in The Online Learning Climate based on Internal and External Factors

2021 Fourth International Conference on Vocational Education and Electrical …, 2021

2021

Predicting the students performance using regularization-based linear regression

2021 Fourth International Conference on Vocational Education and Electrical …, 2021

2021

Customer Profiling and Purchase Patterns Using K-Means and Apriori Algorithms

Journal of Education Technology and Information System 3 (01)

2020

HALAMAN PENGESAHAN

2020

SISTEM INFORMASI PEMETAAN DAERAH KONFLIK BERBASIS WEB-GIS (INFORMATION SYSTEM FOR PRONE AREAS OF CONFLICT MAPPING BASED WEB-GIS)

2020

RANCANG BANGUN MEDIA PEMBELAJARAN STATISTIKA BERBASIS MIND MAPPING

2020

Analisis Pemilihan Aplikasi Opensource ERP terhadap UKM Menggunakan Metode Kombinasi ANP dan PROMETHEE

Journal of Informatics and Computer Science (JINACS) 1 (03), 122-127, 2020

2020

Analisis Investasi Aplikasi Enterprise Resource Planning (Erp) Menggunakan Metode Costbenefit Analysis Pada Pt Xyz

Jurnal Manajemen Informatika 10 (2), 56-64, 2020

2020

Klastering Wilayah Kota/Kabupaten Berdasarkan Data Persebaran Covid-19 Di Propinsi Jawa Timur dengan Metode K-Means

Journal Information Engineering and Educational Technology) ISSN 2549, 869X, 2020

2020

Covid symptom severity using decision tree

2020 third international conference on vocational education and electrical …, 2020

2020

Combining the unsupervised discretization method and the statistical machine learning on the students’ performance

2020 Third International Conference on Vocational Education and Electrical …, 2020

2020

Framing Takarir Application: A Need Analysis

International Joint Conference on Arts and Humanities (IJCAH 2020), 1267-1270, 2020

2020

Pemilihan Metode Risk Assessment Pada UPT-TIK di Perguruan Tinggi Menggunakan Metode AHP (Analytical Hierarchy Process)(Studi kasus: UPT-TIK Wilayah Kota Surabaya)

Jurnal Manajemen Informatika 10 (01), 2019

2019

Perancangan Model Enterprise Architecture untuk Bidang Non Akademik pada Perguruan Tinggi Negeri X dengan Menggunakan Pendekatan Framework TOGAF ADM

JIEET (Journal of Information Engineering and Educational Technology) 3 (1 ..., 2019

2019

Pemilihan Metode Risk Assessment Pada UPT-TIK Di Perguruan Tinggi Menggunakan Metode AHP (Analytical Hierarchy Process)

Manajemen Informatika 10, 10-18

2019

Perancangan Arsitektur Sistemi Informasi Untuk Bidang Akademik Menggunakan Pendekatan TOGAF-ADM

Jurnal Manajemen Informatika 9 (2), 2019

2019

Kemanan Sistem Informasi

Zifatama Jawara , ISBN : 9786025815294 1, 276, 2019

2019

Strategi identifikasi resiko keamanan informasi dengan Kerangka Kerja ISO 27005: 2018

JIEET (Journal of Information Engineering and Educational Technology) 3 (2 …, 2019

2019

A Polychoric Correlation to Identify the Principle Component in Classifying Single Tuition Fee Capabilities on the Students Socio-Economic Database

IOP Conference Series: Materials Science and Engineering 288 (1), 012150, 2018

2018

Pengaruh Kualitas Layanan Sistem Informasi Akademik Terpadu (SIAKADU) Terhadap Kepuasan Mahasiswa

no, 2018

2018

Developing vocational synthetic video motion learning using motor slider

IOP Conference Series: Materials Science and Engineering 434 (1), 012269, 2018

2018

An analysis of Indonesia’s information security index: a case study in a public university

IOP conference series: materials science and engineering 296 (1), 012038, 2018

2018

Analisis Tingkat Kesiapan Dan Kematangan Implementasi ISO 27001: 2013 Menggunakan Indeks Keamanan Informasi 3: 2015 Pada UPT. PPTI Universitas Negeri Surabaya

Prosiding Semnas PPM 2018 1 (1), 1602-1613, 2018

2018

Sistem Informasi Sasaran Kerja Pegawai (SKP) Universitas Negeri Surabaya

Jurnal Manajemen Informatika 7 (2), 117-125, 2017

2017

Determining student's single tuition fee category using correlation based feature selection and support vector machine

2017 International Conference on Advanced Computer Science and Information …, 2017

2017

Analisis Kesalahan Penggunaan Bahasa Indonesia Dalam Laporan Haasil OBservasi Pada Siswa SMP

Revista CENIC. Ciencias Biologicas 152 (3), 28, 2016

2016

Sistem Pendukung Keputusan Penerimaan Siswa Baru Menggunakan Metode Saw (Studi Kasus: Smk Ipiems Surabaya)

J. Manaj. Inform 5 (2)

2016

Rancang Bangun Aplikasi Monitoring Tumbuh Kembang Balita Berbasis Android

Jurnal Manajemen Informatika 6 (1), 3-8, 2016

2016

Rancang bangun e–voting berbasis website di universitas negeri surabaya

Jurnal Manajemen Informatika 6 (1), 72-81, 2016

2016

Penentuan sindrom penyakit pada Traditional Chinese Medicine (TCM) dengan menggunakan expert system

Surabaya, 2016

2016

Computer Simulation Based on K-Means as Learning Media to Determine Syndrome of Disease in Traditional Chinese Medicine

Journal of Convergence Information Technology 10 (5), 79, 2015

2015

Algoritma K-Nearest Neighbour untuk Memprediksi Harga Jual Tanah

Jurnal Matematika, Statistika dan Komputasi 9 (1), 57-68, 2012

2012

Analisis Profil Alumni Prodi D3 Manajemen Informatika Universitas Negeri Surabaya Menggunakan Metode Clustering K-Means

Teknika 12 (2), 2011

2011

Pengembangan Sistem Informasi Evaluasi Diri Universitas Negeri Surabaya

Teknika 8 (1), 2007

2007