Oleksandr Makeyev, M.Sc.

    Ph.D. Candidate (Engineering Science, scientific advisor: Prof. E. Sazonov)

        Department of Electrical & Computer Engineering
        Clarkson University
        PO Box 5722
        Potsdam, NY 13699
        USA

        Phone (office): 315-268-5952
        E-mail: mckehev at hotmail dot com

    Curriculum Vitae

• My most recent CV in English and Spanish.

    Research Interests

• My broad interest is in development and application of computational intelligence based pattern recognition methods (neural networks, evolutionary computation, etc) to engineering problems in different areas, such as biomedical engineering, micromechanics, etc.
• My current research involves signal processing and pattern recognition for detection and characterization of energy intake in humans.

• Clarkson University, Potsdam, NY

• Teaching Assistant
  September 2008 – Present
  
  
• Research Assistant
  May 2006 – August 2008
  

    Professional Accomplishments

• Reviewer for International Joint Conference on Neural Networks (2007, 2009), International Journal of Computer Assisted Radiology and Surgery (2008), Special Issue of Neural Networks for IJCNN07 (2007).
• International Joint Conference on Neural Networks Student Travel Grants (IEEE, INNS): 2003, 2007.

    Selected Publications

    2009    2008    2007    2006    2005    2004    2003

    2009

• Sazonov E., Lopez-Meyer P, Schuckers S., Makeyev O., Melanson E., Neuman M., Objective prediction of ingested food mass using support vector regression, The Obesity Society's 2009 Annual Scientific Meeting, Washington D.C., USA, October 24-28, 2009. (pdf)
• Sazonov, E., Makeyev, O., Schuckers, S., Lopez-Meyer, P., Melanson, E., Neuman, M., Automatic detection of swallowing events by acoustical means for applications of monitoring of ingestive behavior, IEEE Transactions on Biomedical Engineering, 2009, in print, published online September 2009. (doi)
• Sazonov E., Schuckers S., Lopez-Meyer P., Makeyev O., Melanson E., Neuman M., Hill J., Toward objective monitoring of ingestive behavior in free living population, Obesity, 2009, in print, published online May 2009. (doi, pdf)
• Sazonov E., Schuckers S., Lopez-Meyer P., Makeyev O., Sazonova N., Melanson E., Neuman M., Reply to 'Comment on "Non-invasive monitoring of chewing and swallowing for objective quantification of ingestive behavior"', Physiological Measurement, Issue 5, Vol. 30, May 2009, pp. L5-L7. (doi, pdf)

    2008

• Makeyev O., Sazonov E., Schuckers S., Lopez-Meyer P., Baidyk T., Melanson E., Neuman M., Recognition of swallowing sounds using time-frequency decomposition and limited receptive area neural classifier, in Applications and Innovations in Intelligent Systems XVI: Proceedings of AI-2008, The Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Eds. Tony Allen, Richard Ellis and Miltos Petridis, Springer, Cambridge, UK, December 9-11, 2008, pp. 33-46. (pdf)
• Baidyk T., Kussul E., Makeyev O., Computer vision systems for manufacturing of micro workpieces, in Applications and Innovations in Intelligent Systems XVI: Proceedings of AI-2008, The Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Eds. Tony Allen, Richard Ellis and Miltos Petridis, Springer, Cambridge, UK, December 9-11, 2008, pp. 19-32. (pdf)
  
• Kussul E., Baidyk T., Makeyev O., Lara-Rosano F., Saniger J.M., Bruce N., Flat facet parabolic solar concentrator with support cell for one and more mirrors, WSEAS Transactions on Power Systems, Issue 8, Vol. 3, August 2008, pp. 577-586. (pdf)
• Sazonov E., Schuckers S., Lopez-Meyer P., Makeyev O., Sazonova N., Melanson E., Neuman M., Non-invasive monitoring of chewing and swallowing for objective quantification of ingestive behavior, Physiological Measurement, Issue 5, Vol. 29, May 2008, pp. 525-541. (doi, pdf)
• Makeyev O., Sazonov E., Baidyk T., Martín A., Limited receptive area neural classifier for texture recognition of mechanically treated metal surfaces, Neurocomputing, Issue 7-9, Vol. 71, March 2008, pp. 1413-1421. (doi, pdf) 

• Kussul E., Baidyk T., Makeyev O., Lara-Rosano F., Saniger J.M., Bruce N., Development of micro mirror solar concentrator, WSEAS Transactions on Power Systems, Issue 8, Vol. 2, August 2007, pp. 188-194.
• Makeyev O., Sazonov E., Schuckers S., Lopez-Meyer P., Melanson E., Neuman M., Limited receptive area neural classifier for recognition of swallowing sounds using continuous wavelet transform, in Proc. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2007, Lyon, France, August 23-26, 2007, pp. 3128-3131.  
• Sazonov E., Krishnamurthy V., Makeyev O., Browning R., Hill J., Schutz Y., Automatic recognition of postural allocations, in Proc. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2007, Lyon, France, August 23-26, 2007, pp. 4993-4996. 
• Makeyev O., Sazonov E., Schuckers S., Melanson E., Neuman M., Limited receptive area neural classifier for recognition of swallowing sounds using short-time Fourier transform, in Proc. International Joint Conference on Neural Networks IJCNN 2007, Orlando, USA, August 12-17, 2007, pp. 1417.1-1417.6.
• Kussul E., Baidyk T., Makeyev O., Pairwise Permutation Coding Neural Classifier, in Proc. International Joint Conference on Neural Networks IJCNN 2007, Orlando, USA, August 12-17, 2007, pp. 1471.6-1471.6.

• Kussul E., Baidyk T., Wunsch D., Makeyev O., Martín A., Permutation coding technique for image recognition systems, IEEE Transactions on Neural Networks, Vol. 17/6, November 2006, pp. 1566-1579.
• Kussul E., Baidyk T., Wunsch D., Makeyev O., Martin A., Image recognition systems based on random local descriptors, IJCNN 2006, Vancouver, Canada, July 16-21, 2006, pp. 4722-4727.

• Baidyk T., Kussul E., Makeyev O., Texture recognition with random subspace neural classifier, WSEAS Transactions on Circuits and Systems, Issue 4, Vol. 4, April 2005, pp. 319-325.

• Makeyev O., Evolutionary algorithm for measurement of screw parameters, WSEAS Transactions on Systems, Issue 2, Vol. 3, April 2004, pp. 861-865.
• Baidyk T., Kussul E., Makeyev O., Caballero A., Ruiz L., Carrera G., Velasco G, Flat image recognition in the process of microdevice assembly, Pattern Recognition Letters, Vol. 25/1, 2004, pp. 107-118.

• Baidyk T., Kussul E., Makeyev O., Image recognition system for microdevice assembly, Twenty-First IASTED International Multi-Conference on Applied Informatics - AI2003. Innsbruck, Austria, 2003, pp. 243-248.
• Makeyev O., Neural interpolator for image recognition in the process of microdevice assembly, IEEE IJCNN 2003, Vol. 3, Portland, Oregon, USA, July 20-24, 2003, pp. 2222-2226.

• Baidyk T., Kussul E., Makeyev O., General purpose image recognition systems based on neural classifiers, In: Progress in Neurocomputing Research, Ed. by Gerald B. Kang, Nova Science Publishers, 2008, pp. 83-114.
• Makeyev O., Baidyk T., Martín A., Limited receptive area neural classifier for texture recognition of metal surfaces, In: IFIP International Federation for Information Processing, Vol. 217, Artificial Intelligence in Theory and Practice, Ed. by Max Bramer, Springer, 2006, pp. 375-384.
• Kussul E., Baidyk T., Lara-Rosano F., Makeyev O., Martín A., Wunsch D., Micromechanics as a testbed for artificial intelligence methods evaluation, In: IFIP International Federation for Information Processing, Vol. 218, Professional Practice in Artificial Intelligence, Ed. by John Debenham, Springer, 2006, pp. 275-284.
• Kussul E., Baidyk T., Ruiz-Huerta L., Caballero-Ruiz A., Velasco G., Makeyev O., Techniques in the development of micromachine tool prototypes and their applications in microfactories, In: MEMS/NEMS Handbook: Techniques and Applications, Ed. by Cornelius T. Leondes, Vol. 3, Springer, 2006, pp. 1-61.