CognoBit’s Ai-Labz AI for Everyone

Below is the list of research and publications by CognoBit’s founder(s):

 

• European Patent on Optimization Algorithm, # 1051229.1-1225

 

• S.T. Optimization Algorithm, IET (Institution of Engineering Technology) Swarm Intelligence: Innovation, new algorithm and methods, Chapter 4.

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• The application of artificial intelligence (AI) techniques to identify frailty within a residential aged care administrative data set. International Journal of Medical Informatics, 136, 104094. doi: 10.1016/j.ijmedinf.2020.104094.

 

• Acute Effects of Methadone on EEG Power Spectrum and Event-Related Potentials among Heroin dependents, Springer Nature Psychopharmacology, 235(11), 3273-3288, Springer Nature (https://doi.org/10.1007/s00213-018-5035-0 ).

 

• Applications of Artificial Intelligence in Healthcare, International Conference on Advances in Biotechnology, Keynote Speaker, (2018) (https://gavinpublishers.com/assets/conference-proceedings/Biotechnology-Keynote-2018.pdf ).

 

• Dynamic Fuzzy Cognitive Network Approach for Modelling and Control of PEM Fuel Cell for Power Electric Bicycle System, Applied Energy, 202, 20-31.

 

• Modelling of Commercial Proton Exchange Membrane Fuel Cell Using Support Vector Machine, International Journal of Hydrogen Energy, 41(26), 11351–11358.

 

• Dynamic Modelling of PEM Fuel Cell of Power Electric Bicycle System, International Journal of Hydrogen Energy, 41(22), 9227-9718.

 

• Using Unsupervised Clustering Approach to Train the Support Vector Machine for Text Classification, Neuro-Computing, 211, 4-10. (available online: https://doi.org/10.1016/j.neucom.2015.10.137).

 

• A Novel Approach for Allocating Mathematical Expressions to Visual Speech Signals, Sage Open Scopus Thomson Reuters’ journal, 1-11. (DOI: 1177/2158244015611937)

 

• An Adaptive Controller Using Radial Basis Function Neural Network with Reinforcement Learning, Communications on Applied Electronics, 1, 7-13. (DOI: 10.5120/cae-1581)

 

• An Adaptive Incremental Fuzzy TSK Controller Combined with Evolutionary Optimization, Lecture Notes in Electrical Engineering, 349, 747-758. (DOI: 10.1007/978-3-662-47200-2_79)

 

• A Load Predictive Energy Management System for Supercapacitor-Battery Hybrid Energy Storage System in Solar Application using the Support Vector Machine, Applied Energy, 137, 588-602.

 

• Genetic Algorithm as Quadratic Programming Solver, International journal of Research in Computer Engineering and Electronics, 3 (3), 1-5.

 

• Optimal Sizing Supercapacitor-battery in Solar applications using the Genetic Algorithm, International Journal of Robotics and Mechatronics, (1) 11, 44-52.

 

• Determining Maximum Load Carrying Capacity of 2-link Mechanical Manipulators Using GA and PSO Algorithms, IOSR Journal of Engineering, 4 (4), 47-57.

 

• The Proposal of Two New Recurrent Radial Basis Function Neural Networks, International Journal of Computer Applications, 92 (3), 32-39. (http://adsabs.harvard.edu/abs/2014IJCA...92c..32S)

 

• Using Neural Networks as Pipeline Defect Classifiers, International Conference on IT Convergence and Security proceedings, IEEE, 1, 1-4. (DOI:10.1109/ICITCS.2013.6717894)

 

• Some Applications of S.T. Evolutionary Optimization Algorithm, International Journal of Innovative Computing Information and Control, 8 (2), 1299-1312. 

 

• S.T. Evolutionary Optimization Algorithm, International Journal of Intelligent Information Processing, 2 (3), 73-82.

 

• Applying S.T. Evolutionary Optimization Algorithm to Solve Constraint Optimization Problems”, International Journal of Intelligent Information Processing, 2 (4), 51-56.

 

• A New Verified Particle Swarm Optimization Algorithm, International Conference on Artificial Intelligence and Computational Intelligence proceeding, 1, 156-160. (DOI:10.1109/AICI.2010.39)

 

• Using AWPSO to Solve the Data Scarcity Problem in Wind Speed Prediction by Artificial Neural Networks, International Conference on Artificial Intelligence and Computational Intelligence proceeding, ACM, 3, 42-52. (DOI:10.1109/AICI.2010.251)

 

• Optimal Evolutionary-Based Deployment of Mobile Sensor Networks, Artificial Intelligence and Computational Intelligence, Lecture Notes in Computer Science, 5855, 563-567.

 

• The Comparison of PSO and GA Combined with LS and RLS in Identification Using Fuzzy Gaussian Neural Networks, Industrial Electronics, IEEE, 1, 2081-2086. (DOI: 10.1109/ISIE.2009.5217923)

 

• Training Matrix Parameters by Particle Swarm Optimization Using a Fuzzy Neural Network for Identification, Intelligent and Advanced Systems conference proceeding, IEEE, 1, 188-193. (DOI:10.1109/ICIAS.2007.4658372)

 

• A Comparison of PSO and Back-propagation Combined with LS and RLS in Identification Using Fuzzy Neural Networks, Industrial Technology conference proceeding, IEEE, 1, 1574-1579. (DOI:10.1109/ICIT.2006.372464)

 

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