My current research interests are Big Data Analytics, Data Quality, Data and Knowledge Engineering, Database Systems and Mobile Application system.
Research projects and grants (as principal investigator) and funders:
Quantum-based Support Vector Machine Forecasting Method for Efficient High Frequency Trading (FRGS) - MOHE (2023)
Spatial Modelling Using Machine Learning: A Case Study of COVID-19 in Sabah (Putra Grant) - UPM (2022)
A Digital Rights Management Framework to Enhance Data Transfer and Cryptography Operations for Electronic Publication Management in Cloud Environment (Putra Grant) - UPM (2020)
University of Open Research Data Repository (UORDRE): Sub-Project 1 : Infrastructure Requirement Model of UORDRE (Putra Grant) - UPM (2019)
A New Countermeasure Method to Minimize Consistency Anomalies in Heterogeneous Sensor Database Based on Relaxed-ACID and BASE Properties (FRGS) - KPT (2018)
Manipulative Text Detection Model Using Classification for Data Veracity in Digital News Portal (Putra Grant) - UPM (2016)
Feedback Based Data Search in Mobile Peer-to-peer Networks (RUGS) - UPM (2012)
Research projects and grants (as members) and funders:
Intelligent Imputation Method for Missing Values to Improve Data Quality in Healthcare Monitoring (FRGS, 2020, Lead Researcher: Assoc. Prof. Ts. Fatimah Sidi).
Analisis Community Based Tourism (CBT) Untuk Mendukung Sustainable Development Desa Wisata Osing Kabupaten Banyuwangi (PNBP Research Grant of Universitas Negeri Malang, Lead Researcher: Assoc. Prof. Ts. Fatimah Sidi, 2020).
Analisis Penerapan Ecotourism Dalam Sistem Pembangunan Berkelanjutan di Pantai Pulau Merah Kabupaten Banyuwangi (PNBP Research Grant of Universitas Negeri Malang, Lead Researcher: Assoc. Prof. Ts. Fatimah Sidi, 2020).
Community Based Economy (CBE): Sebagai Pendorong Ekonomi Lokal Pengrajin Batik Banyuwangi (PNBP Research Grant of Universitas Negeri Malang, Lead Researcher: Assoc. Prof. Ts. Fatimah Sidi, 2020).
Apakah Lesson Study Bekerja? Tinjauan Sistematis Tentang Efek Lesson Study Terhadap Guru dan Siswa (PNBP Research Grant of Universitas Negeri Malang, Lead Researcher: Assoc. Prof. Ts. Fatimah Sidi, 2019).
Keputusan Keuangan Rumah Tangga dan Literasi Keuangan pada Revolusi Industri 4.0 (Studi Kasus di Jawa Timur) (PNBP Research Grant of Universitas Negeri Malang, Lead Researcher: Assoc. Prof. Ts. Dr. Fatimah Sidi, 2019).
Data Management of Various Non-Halal Adulterations and Development of Portable Halal Device (KPT, UIAM, Lead Researcher: Prof. Dr. Irwandi Jaswir, IIUM, 2018).
Web Content Quality Model for Massive Open Online Course (MOOC) (Geran Putra Siswazah, UPM, Lead Researcher: Assoc. Prof. Dr. Wan Nurhayati Wan A.B Rahman, 2018).
Enhanced spatio-temporal event model for Internet of Things (IoT) service provisioning (Lead Researcher: Assoc. Prof. Dr. Thinagaran Perumal, Geran Putra, 2018)
Visual Analytics for Land Use Land Cover Change Management (Lead Researcher: Assoc. Prof. Dr. Lilly Suriani Affendey, Geran Putra, 2017).
University of Open Research Data Repository (UORDRE): Sub-Projek 1: Research Data Repository Using Web-based Relational Database Approach to improve Research data Management in Research University (Lead Researcher: Assoc. Prof. Ts. Fatimah Sidi, Geran Putra Inisiatif Berkumpulan, 2017).
Pelan Induk Johor Sebagai Pusat Tamadun Melayu Antarabangsa (Lead researcher: Assoc. Prof. Dr. Mohd Izani Mohd Zain, Yayasan Warisan Johor, 2017).
Threshold-based Probabilistic Interval Skyline Queries for Efficient Skyline Computation on Big Data (Lead Researcher: Prof. Dr. Hamidah Ibrahim, FRGS, 2016)
A New Multidimensional Model for Data Warehouse based on Changing Requirements and Data Sources for Enhance the Quality of Logical Schema (Lead Researcher: Assoc. Prof. Ts. Dr. Fatimah Sidi, 2014, FRGS)
National Integrated Information Security Threat Factor Profiling Model (Lead Researcher: Assoc. Prof. Ts. Dr. Fatimah Sidi, 2014, CyberSecurity Malaysia private grant)
Oil Palm Big Data Analytics Application Framework (Lead Researcher: Assoc. Prof. Ts. Dr. Fatimah Sidi, 2014, Geran Putra Individu, UPM, 2014).
Prototype Development of Concept-based Video Retrieval System (Lead Researcher: Assoc. Prof. Lilly Suriani Affendey, PRGS, 2014)