Machine Learning
Predictive, adaptive, and robust models for structured and unstructured data.
Research group · Universitas Riau
Machine learning for knowledge that matters.
We study learning systems, pattern discovery, language, vision, and decision support. Our work connects rigorous methods with problems that matter.
4Selected projects
6Research themes
2026–30Shared roadmap
MLKD research mapActive programme
ApproachRigorous methods
OutcomeUseful evidence
5Members
4Active projects
39Publications
7News & activities
What we study
Strong methods. Clear purpose.
We connect algorithms, data, and responsible deployment with questions that have scientific and practical value.
Knowledge Discovery
Patterns, relationships, and insights that support better understanding.
Language and Vision
Text, images, and multimodal data for real-world analysis.
Responsible AI
Explainability, validation, and human oversight in applied intelligent systems.
Spatial Intelligence
Machine learning for environmental, geographic, and public-sector challenges.
Decision Support
Evidence that helps people assess risk, set priorities, and act with confidence.
Featured work
Research in context
Selected projects show how MLKD connects technical work with environmental, social, and institutional needs.
Kampar Karhutla Watch
Kampar Karhutla Watch is a data-driven system developed to support early monitoring and mitigation of forest and land fires in Kampar Regency. Funded by Universitas Riau through the 2026 DIPA research program, the project is being developed in partnership with BPBD Kampar.
Kampar Fuel Intelligence
Kampar Fuel Intelligence is a data-driven system that estimates queue potential at fuel stations in Kampar Regency based on traffic conditions around each location. It provides risk levels, station rankings, and map-based recommendations to help users identify more suitable refuelling locations.
Peta Dakwah Cerdas (Intelligent Da’wah Mapping System)
Peta Dakwah Cerdas (PDC) is an intelligent mapping system developed to support preacher assignments and the preparation of relevant da’wah content. It connects mosque locations, preacher profiles, local social issues, and weather information to help plan more targeted da’wah activities.
News and activities
All news
Latest from MLKD
28 Titik Panas Terpantau di Kampar, Teknologi Multi-Satelit Bantu Tentukan Prioritas
Sebanyak 28 titik panas terpantau di Kampar melalui teknologi multi-satelit NASA FIRMS dan Himawari-9, dengan Domo menjadi salah satu lokasi prioritas.
Read the story
Akademisi UNRI Jadi Narasumber Pelatihan Dashboard Green Policing Presisi Polda Riau
Akademisi UNRI menjadi narasumber Pelatihan Dasbor Green Policing Presisi Polda Riau untuk mendukung pengambilan keputusan berbasis data, mitigasi bencana dan menjaga lingkungan.
PKKMB Ilmu Komputer FMIPA UNRI Sambut Mahasiswa Baru 2026
Jurusan Ilmu Komputer FMIPA Universitas Riau menyambut mahasiswa baru melalui kegiatan PKKMB yang berisi arahan akademik, pengenalan dosen dan kuis seputar akademik kampus
Riset MLKD Perkuat Kampar Karhutla Watch dengan Satelit Himawari-9
KJFD MLKD memperkuat Kampar Karhutla Watch dengan integrasi data satelit Himawari-9 untuk melengkapi pemantauan hotspot dari NASA bersama BPBD Kabupaten Kampar.
Our people
A focused group built for collaboration.
MLKD brings together faculty, students, and partners around well-defined questions, shared research practices, and useful outcomes.
5members currently listedMeet the group