Feri Wijayanto

Faculty of Industrial Technology • Informatics

ORCID: 0000-0001-9500-2268

Ringkasan Keahlian

Feri Wijayanto memiliki keahlian akademik yang berpusat pada pengembangan dan penerapan metode komputasi cerdas, terutama analisis klaster dan pembelajaran mesin, untuk memecahkan masalah multidisiplin. Dalam lima tahun terakhir, fokus risetnya bergeser secara signifikan ke arah aplikasi visi komputer dan deep learning untuk pemantauan infrastruktur, seperti terlihat pada publikasi tahun 2026 tentang pemetaan spasial kerusakan jalan menggunakan kerangka kerja klaster berbantuan CNN dan evaluasi komparatif arsitektur CNN untuk klasifikasi kerusakan jalan di Kabupaten Sleman. Ia juga aktif mengembangkan sistem informasi terpadu untuk sepak bola di Sleman dan menerapkan teknologi pengolahan sampah berbasis ekonomi sirkuler. Secara bersamaan, Wijayanto mendalami analisis data tekstual dan strategi, dibuktikan dengan riset klasterisasi notasi catur menggunakan Forsyth-Edwards Notation dan Portable Game Notation untuk memetakan variasi strategi seperti French Defense. Publikasi sebelumnya, seperti pengembangan paket R autoRasch untuk analisis Rasch semi-otomatis dan validasi skala fungsi wajah untuk distrofi otot, menunjukkan keahlian berkelanjutan dalam psikometri dan pengembangan instrumen pengukuran. Secara keseluruhan, riset mutakhir Wijayanto menonjolkan integrasi teknik klaster dan deep learning untuk pemetaan dan klasifikasi objek spasial, analisis data permainan, serta pengembangan sistem informasi terpadu, dengan objek kajian yang meliputi infrastruktur jalan, olahraga, dan pengelolaan lingkungan.

Publikasi Terkini

COMPARATIVE EVALUATION OF CNN ARCHITECTURES FOR ROAD DAMAGE CLASSIFICATION USING DIGITAL IMAGES IN SLEMAN REGENCY

BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN • 2026

Feri Wijayanto

Ringkasan Keahlian

Publikasi Terkini

COMPARATIVE EVALUATION OF CNN ARCHITECTURES FOR ROAD DAMAGE CLASSIFICATION USING DIGITAL IMAGES IN SLEMAN REGENCY

Spatial Mapping of Pavement Distress Using Digital Image Data and a CNN-Assisted Clustering Framework

Implementasi Teknologi Pengolahan Sampah dan Tata Kelola Manajemen Bank Sampah Berbasis Ekonomi Sirkuler

Sistem Informasi Terpadu Sepakbola di Sleman

Mapping the Safest Routes: A Clustering Study of the French Defense

Forsyth-Edwards Notation in Chess Game Clustering: A Depth-Based Evaluation

Message From General Chair

Clustering Analysis of Chess Portable Game Notation Text

Facial Function Scale

autoRasch: An R Package to Do Semi-Automated Rasch Analysis

Semi-automated Rasch analysis with differential item functioning

Development and validation of the patient-reported “Facial Function Scale” for facioscapulohumeral muscular dystrophy

autoRasch: Semi-Automated Rasch Analysis

Semi-Automated Rasch Analysis with Differential Item Functioning

Development and validation of the patient-reported “Facial Function Scale” for facioscapulohumeral muscular dystrophy

Convolutional Neural Network and Long-Short Term Memory based for Identification and Classification of Power System Events

Potential mechanisms of the fatigue‐reducing effect of cognitive‐behavioral therapy in cancer survivors: Three randomized controlled trials

Conceptual Design of Inventory Analysis Software to Support the Life Cycle Assessment in Palm Oil Production

Prediction of Hotel Booking Cancellation using CRISP-DM

Semi‐automated Rasch analysis using in‐plus‐out‐of‐questionnaire log likelihood

Semi-Automated Rasch Analysis using In-plus-out-of-questionnaire Log-likelihood

Conceptualizing Indonesia’s ICT-based Energy Security Tracking System with Detailed Indicators from Smart City Extension

Application of blood donor routine detector using K-Nearest neighbors

SKKD No. 798/UN25.5.1/TU.3/2018 ":The DeSign of E‐ Commerce SysPaste tem ln the Shrinp lndustry using the Method of Structured Analysis and Design Technique(SADT)to lncrease Marketing"

The Design of E-Commerce System in the Shrimp Paste Industry using the Method of Structured Analysis and Design Technique (SADT) to Increase Marketing

Input-Support-Output Model Evaluation Using Clustering Analysis on Indonesia High School Dataset

Hierarchical Clustering for Development Equality Analysis: Indonesian Data of Educational Support (2011 – 2014)

CLUSTERING BASED EVALUATION ON ELEMENTARY SCHOOL EDUCATIONAL SERVICE EQUALITY

Clustering Analysis on Indonesian Education Quality Performance Using Input-Output Model

Clustering Based Evaluation on Elementary School Educational Service Equality

Indonesia education quality: Does distance to the capital matter? (A clustering approach on elementary school intakes and outputs qualities)

Location-based request forwarding in a geo-fencing application with multiple providers

An architecture for location-based service with multiple information providers

Aplikasi Sistem Penjadwalan Praktikum dengan Metode Bipartite Graphs (Studi Kasus : Laboratorium Terpadu Teknik Informatika UII)

SISTEM TRY OUT UAS ONLINE(STUDI KASUS SMA MUHAMMADIYAH 4 YOGYAKARTA)

PENGEMBANGAN SISTEM INFORMASI MANAJEMEN REKRUTMEN ASISTEN LABORATORIUM

SISTEM MANAJEMEN KEGIATAN ASISTEN LABORATORIUM SIRKEL (SIMATORI)

Perancangan Algoritma Kemunculan Pelanggan Jamu Gendong (Studi Kasus : Pada Game Simulasi Peracikan Jamu Tradisional Jawa)

ANALISIS TENAGA KERJA INDUSTRI BATIK TULIS SERTA SUMBANGANNYA TERHADAP EKONOMI KELUARGA DI KECAMATAN MASARAN KABUPATEN SRAGEN