Completed Projects

PRINCIPAL INVESTIGATOR (PI)

  1. TIER 1, Grey Wolf Optimizer For Optimization of Injection Moulding Process, RM 40,000, July 2017 – Jun 2018 (1 years)
  2. TIER 1,Enhanced Fish Swarm Algorithm For Map Object Simplification, RM50,000, July 2016 – Jun 2017 (1 years)
  3. TIER 1, Simplification of Map Object Using Hybrid Douglas-Peucker Flower Pollination Algorithm for Optimizing Cartographic Generalization, RM50,000.00,  2015 – Nov. 2017 (2 years)
  4. FRGS FUND, An Equivalent Generating Algorithm to Model Fuzzy Petri Netfor  Knowledge Representation, RM76,700.00, Nov. 2015 – Nov. 2017 (2 years)
  5. TIER 1, A Modified Glowworm Swarm for Estimation of Optimal Machining Parameters, RM 80,000.00, April 2014 – March 2016 (2 years)
  6. FRGS FUND, Robust Optimization Of Adaptive Network-Based FuzzyInference Systems Based On A New Modified Genetic Algorithm, RM64,000, April 2013 – March 2015 (2 years)
  7. ERGS, A New Integrated Fuzzy-TOPSIS To ImproveMachining Surface Roughness, RM65,399.00, Jun 2013 – May 2015 (2 years)
  8. TIER 1, Enhanced Non Dominated Sorting Genetic Algorithm For Optimization Of Machining Process Parameters, RM 120,000.00, Jun 2012 – Jun 2014 (2 years)
  9. ERGS, Enhancement of Artificial Bee Colony Algorithm for Estimationof Optimal Machining Parameters, RM82,000, 2011 – Aug. 2013 (2 years)
  10. TIER 2, A Modified Multi-Objective Genetic Algorithm For Estimating Optimal Solutions Of Machining Parameters, RM40,000, April 2011 – April 2012 (1 years)
  11. SCIENCEFUND, Development Of Handwritten Recognition By Means Of Chain Code, RM149,280, March 2009 – Oct. 2010 (1 year 8 months)
  12. SCIENCEFUND, Development Of Intelligent 3D Solid Modeler Based OnArtificial Intelligence, RM145,400, Dec. 2006 – Dec. 2008 (2 years)

PROJECT MEMBER

FUNDAMENTAL RESEARCH GRANT SCHEME (FRGS FUND)

  1. 2016 Hybrid S3VM-RFE Feature Selection And Fuzzy S3VDD-Based Cancer Discovery Model, RM 79,500, August 2016 – July 2018 (2 Years)
  2. 2016 Hybrid Semi-supervised SVM-RFE Feature Selection and Fuzzy SVDD-based Detection Model for Cancer Outlier, RM 86,500, August 2016 – July 2018 (2 Years)
  3. A New Feature Selection Method Based on Iterative MapReduce for High Dimensional Class Imbalance Big Datasets, RM 100,000.00, Nov. 2015 – Nov. 2018 (3 years)
  4. Particle-based evolutionary Algorithm with new Fitness Functions and Occupancy Grid for Simultaneous Localization and Mapping (SLAM), RM 99,000, July 2014 – Jun 2016 (2 years)
  5. Robust Optimization Dynamic On The Fly Seamless Accurate 3D Land and Marine Geospatial Map Objects and Translation, RM 86,000, Dec. 2013 – Dec. 2015 (2 years)
  6. A New Harmony Search Meta-Heuristic for Freeman Chain Code Extraction Method, RM 90,900, Dec. 2013 – Dec. 2015 (2 years)
  7. Adaptive Grey- Based Feature Selection and Parameter Optimization for Support Vector Machine, RM 62,500, Dec. 2013 – Dec. 2015 (2 years)
  8. Optimal Bidirectional Search in Autonomous System Path Planning, RM68,000, Dec. 2013 – Dec. 2015 (2 years)
  9. Learning Assisted Based-Heuristic For Soft-Constrained Multi-Objective Metric Planning, RM 69,000, April 2013 – March 2015 (2 years)
  10. A New Algorithm using Bone Microarchitecture for Age and Sex Determination in Forensic Anthropology, RM 171,000, April 2012 – March 2014 (2 years)
  11. A New Hybridization of Multiple Attribute Forecasting Model for Incomplete Time Series Data, RM 103,000, Aug. 2011 – Aug. 2013 (2 years)

LONG TERM RESEARCH GRANT SCHEME (LRGS) RESEARCH PROJECT

  1. Multi- Variate Pattern Analysis for Forensic Identification and Verification, RM 347, 712, Aug. 2011 – April 2015 (4 years)

EXPLORATORY RESEARCH GRANT SCHEME (ERGS)

  1. Exploration Of Stock Forecasting Model On Grey Relational Neural Network Based On Rough Set, RM 60,480, Jun 2013 – May 2015 (2 years)
  2. System Dynamics Methodology for Optimization of Policies in Managing Manufacturing Supply, RM84,000, Aug. 2011 – Aug. 2013 (2 years)

UNIVERSITY FUNDING – TIER 1

  1. A New Approach for Edge Detection in Segmenting Eye Redness Pixel Intensity Based on Fuzzy Rule-Based System, RM 50,000, February 2018 – January 2019 (1 years)
  2. Whale Algorithm for Optimization of Injection Moulding Process, RM 50,000, February 2018 – January 2019 (1 years)
  3. An Enhanced Deep Learning Architecture For Functional Non Coding Variant Prediction, RM 40,000, July 2017 – Jun 2019 (2 years)
  4. Improvement Of Hybrid Harmony Search-Artificial Bee Colony In Optimization Of Machining Performances In Die Sinking Electric Discharge Machining, RM50,000, July 2016 – Jun 2017 (1 years)
  5. Improved Massive Training Based Technique For Automatic Segmentation Of Multiple Sclerosis Lesions In Magnetic Resonance Images, RM55,000, April 2014 – March 2016 (2 years)
  6. Intelligent Dynamic Control of Robot Manipulators for Task Allocation, RM 120,000.00, May 2012 – April 2014 (2 years)

UNIVERSITY FUNDING – TIER 2

  1. Improved Pipeline Reliability Simulation Performance Using Computational Models, RM 20, 000, October 2016 – September 2017 (1 Years)
  2. Hybrid Nonlinear and Linear Model for Multivariate Time Series Forecasting with Limited Historical Data, RM20,000, April 2014 – Mac 2015 (1 years)
  3. Estimating Optimal Machining Parameters Based On Hybrid GRA-SVM, RM 32,000, Dec. 2012 – Dec. 2013 (1 years)
  4. Simulation Optimisation For The Stochastic Supply Chains Using Metaheuristic Method, RM 32,200, Dec. 2012 – Dec. 2013 (1 years)
  5. Intelligent Detection For Sim Box Bypass Fraud Detection, RM 38,000, Dec. 2012 – Dec. 2013 (1 years)
  6. Development of a Hybrid Genetic Algorithm for Optimal Preventive Maintenance Scheduling, RM 32,000, Dec. 2012 – Dec. 2013 (1 years)
  7. Study on The Effect of Conformal Cooling and Heating Channel on Cooling Time and The Quality Characteristic of Injection Molding Parts in Rapid Heat Cycle Molding (RHCM), RM 30,000.00, May 2012 – April 2013 (1 years)
  8. A Simulation Model For The Stochastic Multi Retailer Inventory Routing Problem, RM40,000, April 2011 – July 2012 (1 years)

SCIENCEFUND

  1. Development Of Web Based Repository And Simulation System To Support Robotics E-Learning, RM179,300, Nov. 2008-Oct. 2010 (2 years)
  2. Development Of Fuzzy Based Simulation System In Human- Involved Assembly Lines Balancing, RM191, 200, July 2008- Dec. 2009 (1 year 6 months)
  3. The Development of Motion Planning Algorithm for Animated Characters in Virtual Environments, RM 112,000, Dec. 1998 – Dec. 2000 (2 years)

SHORT TERM RESEARCH GRANT FOR ACADEMIC VISIT

  1. Development of Converged Nonnegative Matrix Factorization Algorithms for Hyperspectral Unmixing, RM 30,000, Sept. 2012 – Oct. 2013 (1 year 2 months)

ENCOURAGEMENT GRANT

  1. Hybrid Nonlinear and Linear Model for Multivariate Time Series Forecasting with Limited Historical Data, RM 20,000, April 2014 – Mac 2015 (1 year)

POTENTIAL ACADEMIC STAFF

  1. Model-Driven Genetic Algorithm for Cycling Performance Prediction, RM 20,000, October 2018 – September 2019 (1 year)