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Profile

Dr Ian Tan

Associate Professor

Accepting PhD Students
Yes
Research profile
Ian Tan

Research
Research
Research

Research interests

Distributed and Parallel Systems, currently focused on distributed network communications for blockchain.

Data Science, currently focused on text analytics.

Research grants and projects

2024 – 2027: FRGS Phase 1/2024 (Project Member)
Characterization of blockchain networks for propagation delay mitigation with dynamic network clustering

2024 – 2027: FRGS Phase 1/2024 (Project Member)
Enhancing Fault-Tolerance and Scalability of Quantum Walk Based Search Algorithms via Idempotent Based Error-Correcting Quantum Codes

2022 – 2024: FRGS Phase I/2022 (Project Member)
SOB-Transformer: A Subjectivity- and Objectivity-integrated Transformer with refined attention mechanism for Sentiment Analysis

2022 – 2024: FRGS Phase I/2022 (Project Member)
A Novel Context-Aware Model for Relation Extractions from Conversational Texts using Graph Convolutional Networks

2022 – 2023: EmPOWER Research Grant Scheme (Project Leader)
Word Group Tokenization in Bag-of-Words for Short Text Sentiment Analysis

2019 – 2022: FRGS Phase I/2019 (Project Member)
Robust and Precise Indoor Trajectory Tracking with Self-Learning Wi-Fi Fingerprint in Harsh Wi-Fi Environments

2020 – 2023: FRGS Phase I/2020 (Project Leader à Project Member)
Improved Scalability of Blockchain Platforms using Distributed Authenticated Skip Graphs

2020: SIT Collaborative Research Seed Grants 2020 (Project Leader)
Automated Article Scoring

2019 – 2021: FRGS Phase I/2019 (Project Member)
Robust and Precise Indoor Trajectory Tracking with Self-Learning Wi-Fi Fingerprint in Harsh Wi-Fi Environments

2019 – 2021: FRGS Phase I/2018 (Project Member)
Learning Approaches with the Re-parameterization of Proof-of-Work Protocols for Blockchain Consensus

2018 – 2021: CREST (ID: T03C1-17) (Project Member)
Research, Development and Validation of Visual Cloud Systems Analytics Framework for Internet of Things Applications

2015 – 2017: CREST (ID: P04C3-14) (Project Leader)
Context Aware Road Traffic Speech Information System from Social Media

2016 – 2018: TM R&D (Project Member)
Video Analytics for Smart Cities (SHERLOCK)

2013 – 2015: TM R&D (Sub-Project Leader)
Market Intelligence through Twitter Sentiment Analytics (MARTIAL)

2012: Intel (Kulim) (Project Leader)
OpenELEC TV for Intel N/D2x00 Based Motherboards

2009 – 2011: Intel (Project Leader)
Developing an Enhanced Algorithm for Large File Transfers Between Two Geographically Separate Location

2009 – 2011: Intel (Project Leader)
Improve of File Transfer Method by using Hybrid ARIMA and ANN Models

2007 – 2009: Intel (Project Leader)
Improved Scheduling Through Cache Affinity for Multicore Microprocessors

2007 – 2009: Intel (Project Member)
A Thread Fair Preferential Scheduling Algorithm for Linux (Completed)

Other keywords

  • Parallel and Distributed Systems
  • Multimedia (Data) Analytics
  • Distributed networks (blockchain included)
  • Text analytics
  • Data analytics (data distribution issues)