Research Services Division

Deakin Research

2014 Centre for Intelligent Systems Research Research Output

Note: The 2012, 2013, 2014 publications have not been audited.

Jump to: Publications | Grants and Consultancies | HDR completions

Publications

Ghanbari, Ali*, Horan, Ben, Nahavandi, Saeid, Chen, Xiao Qi* and Wang, Wenhui* (2014) Haptic microrobotic cell injection system, IEEE systems journal, vol. 8, no. 2, pp. 371-383, IEEE, Piscataway, N.J. [C1]
ERA journal ID: Not matching ERA journal list
Citation counts: Scopus - 1
DRO entry for this publication

Jain, Lakhmi C.*, Seera, Manjeevan*, Lim, Chee Peng and Balasubramaniam, P.* (2014) A review of online learning in supervised neural networks, Neural computing and applications, vol. 25, no. 3-4, pp. 491-509, Springer, Berlin, Germany [C1]
ERA journal ID: 18089 – Scopus EID: 2-s2.0-84891015538
DRO entry for this publication

Kavousi-Fard, Abdollah*, Niknam, Taher* and Khosravi, Abbas (2014) Multi-objective probabilistic distribution feeder reconfiguration considering wind power plants, International journal of electrical power and energy systems, vol. 55, pp. 680-691, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 4478 – Scopus EID: 2-s2.0-84887295130
Citation counts: Scopus - 4
DRO entry for this publication

Khosravi, Abbas and Nahavandi, Saeid (2014) Load forecasting using interval type-2 fuzzy logic systems : optimal type reduction, IEEE Transactions on industrial informatics, vol. 10, no. 2, pp. 1055-1063, IEEE, Piscataway, N. J. [C1]
ERA journal ID: 41168 – Scopus EID: Not tagged
DRO entry for this publication

Nasir, Mojdeh, Lim, Chee Peng, Nahavandi, Saeid and Creighton, Douglas (2014) Inclusion of environmental effects in steering behaviour modelling using fuzzy logic, Expert systems with applications, vol. 41, no. 4, pp. 1901-1914, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 17852 – Scopus EID: 2-s2.0-84884517202
DRO entry for this publication

Quan, Hao*, Srinivasan, Dipti* and Khosravi, Abbas (2014) Short-term load and wind power forecasting using neural network-based prediction intervals, IEEE transactions on neural networks and learning systems, vol. 25, no. 2, pp. 303-315, IEEE, Piscataway, N.J. [C1]
ERA journal ID: Not matching ERA journal list
Citation counts: Scopus - 7, Thomson - 2
DRO entry for this publication

Quan, Hao*, Srinivasan, Dipti* and Khosravi, Abbas (2014) Particle swarm optimization for construction of neural network-based prediction intervals, Neurocomputing, vol. 127, pp. 172-180, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 18092 – Scopus EID: 2-s2.0-84886435740
DRO entry for this publication

Seera, Manjeevan* and Lim, Chee Peng (2014) A hybrid intelligent system for medical data classification, Expert systems with applications, vol. 41, no. 5, pp. 2239-2249, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 17852 – Scopus EID: 2-s2.0-84890117327
Citation counts: Scopus - 3, Thomson - 3
DRO entry for this publication

Seera, Manjeevan* and Lim, Chee Peng (2014) Transfer learning using the online Fuzzy Min-Max neural network, Neural computing and applications, vol. 25, no. 2, pp. 469-480, Springer, Berlin, Germany [C1]
ERA journal ID: 18089 – Scopus EID: 2-s2.0-84887900618
DRO entry for this publication

Seera, Manjeevan* and Lim, Chee Peng (2014) Online motor fault detection and diagnosis using a hybrid FMM-CART model, IEEE transactions on neural networks and learning systems, vol. 25, no. 4, pp. 806-812, IEEE, Piscataway, N.J. [C1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Tan, Choo Jun*, Lim, Chee Peng and Cheah, Yu-N.* (2014) A multi-objective evolutionary algorithm-based ensemble optimizer for feature selection and classification with neural network models, Neurocomputing, vol. 125, pp. 217-228, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 18092 – Scopus EID: 2-s2.0-84880689000
DRO entry for this publication

Xie, Liangjun*, Huang, Rui*, Gu, Nong and Cao, Zhiqiang* (2014) A novel defect detection and identification method in optical inspection, Neural computing and applications, vol. 24, no. 7-8, pp. 1953-1962, Springer, Berlin, Germany [C1]
ERA journal ID: 18089 – Scopus EID: 2-s2.0-84879349707
DRO entry for this publication

Zhang, Feng*, Ignatius, Joshua*, Lim, Chee Peng and Zhao, Yajun* (2014) A new method for ranking fuzzy numbers and its application to group decision making, Applied mathematical modelling, vol. 38, no. 4, pp. 1563-1582, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 48 – Scopus EID: 2-s2.0-84893736449
DRO entry for this publication

Grants and Consultancies

Grants with funding during 2014

Research Income - National Competitive Grants

Nahavandi, S and Trinh, H. A hybrid multi-agent technique for shop floor control, ARC Collaborative - Linkage - Projects (Round 2, APAI, APDI) [T]

  • 2009: $51,391
  • 2008: $125,816

Nahavandi, S, Creighton, D, Nasir, M and Jiang, C. Enabling secure and competitive air cargo systems., ARC Collaborative - Linkage - Projects (Round 2, APAI, APDI) [T]

  • 2009: $77,778
  • 2008: $87,719

Nahavandi, S and Creighton, D. Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175, ARC Collaborative - Linkage - Projects (Round 2, APAI), ARC_DUAPAI ARC_Deakin University Australian Postgraduate Award Industry [T]

  • 2012: $38,449
  • 2011: $79,337
  • 2009: $43,360

Nahavandi, S and Horan, B. Haptic Realisation of Visual Art for the Blind and Visually Impaired, ARC Collaborative - Linkage - Projects (Round 1) [T]

  • 2012: $53,836
  • 2011: $46,657

Nahavandi, S, Creighton, D, Gu, N and Bhatti, A. Enabling Ambient Intelligence for Manufacturing Processes through Distributed Camera Networks, Linkage PhD student, Linkage PhD student, ARC Collaborative - Linkage - Projects (Round 2), Linkage PhD student [T]

  • 2013: $93,110
  • 2012: $89,660
  • 2011: $43,169

Nahavandi, S, Creighton, D, Gu, N, Hanoun, S and Hanoun, S. Adaptive Scenario Generation and Performance Evaluation for Virtual Training of Helicopter Pilots, ARC Collaborative - Linkage - Projects (Round 1) [T]

  • 2013: $75,490
  • 2012: $72,693

Nahavandi, S, Creighton, D, Khosravi, A and Srinivasan, D*. Uncertainty Quantification Using Type-2 Fuzzy Systems, ARC Grant - Discovery Projects [T]

  • 2013: $97,059
  • 2012: $93,463

Research Income - Other Public Sector Funding

Nahavandi, S. The Development and trialling of a capability and technology demonstrator [U]

  • 2009: $75,890

Nahavandi, S and Creighton, D. Evaluation of the impact of installing Liquids, Aerosols & Gels (LAGs) technology into the aviation security passenger screening environment. 1&2 [U]

  • 2009: $731,108

Nahavandi, S. Haptically Enabled Counter IED Robot [U]

  • 2012: $91,956
  • 2011: $380,000
  • 2009: $1,276,050

Nahavandi, S and Horan, B. Haptic Realisation of Visual Art for the Blind and Visually Impaired [U]

  • 2012: $22,000
  • 2011: $22,000

Nahavandi, S, Creighton, D, Hossny, M and Wei, L. Advanced dynamic analysis through psuedo haptics and kinaesthetic feedback [U]

  • 2012: $50,000

Nahavandi, S and Fielding, M. Studies into the feasibility of Virtual design tools [U]

  • 2012: $250,000

Nahavandi, S. Multimodal approach based on 3-D imaging and thermo-optic profiling for facial recognition and target identification [U]

  • 2013: $100,000
  • 2012: $100,000

Nahavandi, S. Victorian Direct Manufacturing Centre Consortium Agreement [U]

  • 2012: $100,000

Nahavandi, S and Mohamed, S. Validation of high impact forces within the human biodynamics engine and upgrading generic crash simulator [U]

  • 2013: $50,000

Nahavandi, S. Intelligent Sport Sensors [U]

  • 2013: $113,742

Nahavandi, S. Artificial Intelligence Traits for Mini-Micro Unmanned Aerial Vehicles [U]

  • 2013: $56,000

Research Income - Industry and Other Funding

Nahavandi, S and Creighton, D. Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175 [V]

  • 2012: $35,000
  • 2011: $34,500

Nahavandi, S, Creighton, D, Gu, N and Bhatti, A. Enabling Ambient Intelligence for Manufacturing Processes through Distributed Camera Networks [V]

  • 2013: $28,000
  • 2012: $28,000
  • 2011: $84,000

Nahavandi, S, Creighton, D, Gu, N, Hanoun, S and Hanoun, S. Adaptive Scenario Generation and Performance Evaluation for Virtual Training of Helicopter Pilots [V]

  • 2013: $50,504

Johnstone, M, Creighton, D and Nahavandi, S. Quality Data Collection & Tracking System for Manufacturing SME's [V]

  • 2013: $100,380

Johnstone, M, Nahavandi, S, Le, V and Creighton, D. IXL Solar Rollforming and Assembly Line Analysis [V]

  • 2013: $5,000

Research Income - Industry and Other Funding - Australian

Nahavandi, S and Trinh, H. A hybrid multi-agent technique for shop floor control [V.1]

  • 2008: $30,000

Nahavandi, S, Creighton, D, Nasir, M and Jiang, C. Enabling secure and competitive air cargo systems. [V.1]

  • 2009: $40,000
  • 2008: $40,000

Nahavandi, S. The development of a set of tools for predicting the best strategy for beam changeover on the tufting machines at Godfrey Hirst. [V.1]

  • 2009: $10,000

Nahavandi, S. Research on Parallel Kinematics Robot [V.1]

  • 2009: $50,000

Nahavandi, S. Scholarship: Laser Ply technology, logistics monitoring and real time automation [V.1]

  • 2009: $38,640

Research Income - Industry and Other Funding - International B (Other Income)

Nahavandi, S and Bhatti, A. Feasibility of Robot vision for dimensional inspection of vision guided assembly [V.3]

  • 2010: $59,027

Research Income - Other Funding Sources

Nahavandi, S and Hodgson, P. Auto CRC Initial Project 12, Virtual Training, CRC_AAT Cooperative Research Centre for Advanced Automotive Technology Ltd [X]

  • 2009: $417,799
  • 2008: $261,198

Frayman, Y. Melt Handling and Dross Generation, CRC_CAST Cooperative Research Centre CAST CRC Limited, CRC_CAST Cooperative Research Centre CAST CRC Limited [X]

  • 2011: $86,590
  • 2010: $143,996
  • 2009: $152,192

Nahavandi, S. Die Casting Productivity, CRC_CAST Cooperative Research Centre CAST CRC Limited [X]

  • 2013: $8,133
  • 2012: $20,547
  • 2011: $56,764
  • 2009: $83,356
  • 2008: $87,027

Nahavandi, S. Industry best practice for Bruce Gunn (4-022-220), CRC_CAST Cooperative Research Centre CAST CRC Limited [X]

  • 2013: $7,803
  • 2012: $85,557
  • 2011: $60,526
  • 2009: $36,440
  • 2008: $4,365

Nahavandi, S and Black, T. Secondment agreement for Program Leader - Research programs 2 and 3, CRC_AdManuf Grant - Cooperative Research Centre [X]

  • 2013: $0
  • 2012: $24,243
  • 2011: $0

Higher Degree by Research Completions

No completions found or audited.

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Thursday 18th September 2014 10:04pm

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8th November 2010