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Golrokh Mirzaei

  • Assistant Professor-Clinical, MRN-Academic Instruction
  • 1465 Mt. Vernon Avenue
    Marion, OH 43302

About

Assistant Professor - Clinical
Marion Campus

Honors

  • 20141201

    IEEE Young Engineer of the Year Award.

  • 20140801

    IEEE Best Graduate Student in Computer Science Award.

  • 20140501

    Scholarship Award from Grace Hopper Celebration of Women in Computing.

  • 20140501

    IEEE travel award for IEEE Section Congress 2014 in Netherland.

  • 20130501

    Travel Award.

  • 20120501

    NSF travel award for IEEE International Joint Conference in Neural Network.

  • 20120501

    Best Poster Technical/Scientific Merit Award.

  • 20120501

    Best Research Assistant of the Year Award.

Journal Articles

2014

  • 2014, "Machine Learning Based Acoustic/IR Monitoring." Journal of Pattern Recognition Research 9,

2013

  • 2013, "Novel Implementation of Recursive Discrete Wavelet Transform for Real Time Computation with Multicore Systems on Chip (SoC)." Journal of Electrical and Computer Engineering 2,

Presentations

  • "Regularized Logistic Regression Based Classification for Infrared Images." 2014, Presented at IEEE Asilomar Conference on Signals Systems and Computers,
  • "Fuzzy Clustering in Avian Infrared Imagery Application." 2014, Presented at IEEE Electro/Information Technology Conference on Signals Systems and Computers,
  • "Radar-Based Monitoring System for Nocturnal Assessment." 2014, Presented at IEEE Electro/Information Technology Conference on Signals Systems and Computers,
  • "On-call Scheduling System." 2014, Presented at Ohio Higher Education Computing Conference (OHECC),
  • "Avian Monitoring using Infrared, Radar, and Acoustics." 2014, Presented at Midwest Graduate Research Symposium,
  • "Acoustic Monitoring." 2012, Presented at Black Swamp Bird Observatory (BSBO),
  • "Species Classification Algorithm and Parallel Implementation." 2012, Presented at Grace Hopper Celebration of Women in Computing,
  • "Avian Detection and Tracking Algorithm using Infrared Imaging." 2012, Presented at IEEE International Conference on Electro/Information Technology,
  • "Bio Acoustic Feature Extraction and Classification of Bat Echolocation Calls." 2012, Presented at IEEE Electro/Information Technology Conference on Signals Systems and Computers,
  • "Evolutionary Neural Network based on Bat Echolocation call." 2012, Presented at Ohio Celebration of Women in Computing Conference (OCWIC),
  • "Behavior Analysis of Birds/Bats Activity in the Vicinity of Wind Turbines." 2012, Presented at The University Clean Energy Alliance of Ohio (UCEAO) 6th Annual Conference,
  • "The application of Evolutionary Neural Network for Bat Echolocation Calls Recognition." 2011, Presented at IEEE International Joint Conference on Neural Networks (IJCNN),
  • "Communication in the Smart Grid." 2010, Presented at International WorldComp Conference,
  • "Overview on Mobility Management Approaches." 2009, Presented at International WorldComp Conference,
  • "Comparison of Evaluation Parameters Based on Mobility Management protocols in Wireless Networks." 2008, Presented at International Worldcomp Conference,

Papers in Proceedings

2015

  • "Regularized Logistic Regression Based Classification for Infrared Images." in IEEE Asilomar Conference on Signals Systems and Computers. (4 2015).
  • Mirzaei, G.; Jamali, M.M.; Gorsevski, P.V.; Frizado, J. et al. "Regularized logistic regression based classification for infrared images." (1 2015).

2014

  • Mirzaei, G.; Jamali, M.; Ross, J.D.; Gorsevski, P.V. et al. "Radar-based Monitoring System for Nocturnal Assessment." in IEEE International Conference on Electro/Information Technology (EIT). (1 2014).
  • Wei, L.; Mirzaei, G.; Majid, M.W.; Jamali, M.M. et al. "Birds/bats movement tracking with IR camera for wind farm applications." (1 2014).
  • Mirzaei, G.; Jamali, M.M.; Ross, J.D.; Gorsevski, P.V. et al. "Fuzzy Clustering in Avian Infrared Imagery Application." in IEEE International Conference on Electro/Information Technology (EIT). (1 2014).
  • Mirzaei, G.; Jamali, M.M.; Gorsevski, P.V.; Frizado, J. et al. "Regularized Logistic Regression Based Classification for Infrared Images." (1 2014).
  • Mirzaei, G.; Jamali, M.M.; Gorsevski, P.V.; Frizado, J. et al. "Regularized Logistic Regression Based Classification for Infrared Images." in 48h Asilomar Conference on Signals, Systems and Computers. (1 2014).
  • Mirzaei, G.; Jamali, M.; Ross, J.D.; Gorsevski, P.V. et al. "Radar-based Monitoring System for Nocturnal Assessment." (1 2014).
  • Wei, L.; Mirzaei, G.; Majid, M.W.; Jamali, M.M. et al. "Birds/Bats Movement Tracking with IR Camera for Wind Farm Applications." (1 2014).
  • Mirzaei, G.; Jamali, M.M.; Ross, J.D.; Gorsevski, P.V. et al. "Fuzzy Clustering in Avian Infrared Imagery Application." (1 2014).
  • Mirzaei, G.; Jamali, M.; Ross, J.D.; Gorsevski, P.V. et al. "Radar-based monitoring system for nocturnal assessment." (1 2014).
  • Wei, L.; Mirzaei, G.; Majid, M.W.; Jamali, M.M. et al. "Birds/Bats Movement Tracking with IR Camera for Wind Farm Applications." in IEEE International Symposium on Circuits and Systems (ISCAS). (1 2014).
  • Mirzaei, G.; Jamali, M.M.; Ross, J.D.; Gorsevski, P.V. et al. "Fuzzy clustering in avian infrared imagery application." (1 2014).
  • "Data fusion of IR and marine radar data." in IEEE Asilomar Conference on Signals Systems and Computers. (5 2014).
  • "Birds/Bats Movement Tracking with IR Camera for Wind Farm Applications." in IEEE International symposium on Circuits and Systems (ISCAS 2014). (7 2014).
  • "Radar-Based Monitoring System for Nocturnal Assessment." in IEEE Electro/Information Technology Conference on signals Systems and Computers. (8 2014).
  • "Fuzzy Clustering in Avian Infrared Imagery Application." in IEEE Electro-Information Technology Conference on Signals Systems and Computers. (8 2014).

2013

  • "Implementation of Kalman Filter with Multicore System on Chip Using Function - Level Parallelism." in IEEE International Conference on Electro/Information Technology. (10 2013).
  • "Parallel Wavelet Transform Based Wideband Direction-of-Arrival (DOA) on Multicore/GPU." in IEEE Electro/Information Technology Conference on Signals Systems and Computers. (10 2013).
  • "Quantification of Bird Migration Using Doppler Weather Surveillance Radars (NEXRAD)." in Radar Conference. (9 2013).
  • "A Parallel Implementation for IR Video Processing on a GPU." in IEEE International Midwest Symposium on Circuits and Systems. (12 2013).
  • Jarrah, A.; Mirzaei, G.; Majid, M.W.; Ross, J. et al. "A Parallel Implementation of IR Video Processing on a GPU." (1 2013).
  • Komatineni, P.; Nagarajan, N.; Majid, M.W.; Mirzaei, G. et al. "Quantification of Bird Migration using Doppler Weather Surveillance Radars (NEXRAD)." (1 2013).
  • Komatineni, P.; Nagarajan, N.; Wadood Majid, M.; Mirzaei, G. et al. "Quantification of bird migration using Doppler Weather Surveillance Radars (NEXRAD)." (10 2013).
  • Mirzaei, G.; Jamali, M.M.; Gorsevski, P.V.; Frizado, J. et al. "Data Fusion of IR and Marine Radar Data." (1 2013).
  • Komatineni, P.; Nagarajan, N.; Majid, M.W.; Mirzaei, G. et al. "Quantification of Bird Migration using Doppler Weather Surveillance Radars (NEXRAD)." in IEEE Radar Conference (RADAR). (1 2013).
  • Majid, M.W.; Mirzaei, G.; Jamali, M.M. "Parallel wavelet transform based wideband Direction-Of-Arrival (DOA) on multicore/GPU." (12 2013).
  • Jarrah, A.; Mirzaei, G.; Majid, M.W.; Ross, J. et al. "A parallel implementation of IR video processing on a GPU." (12 2013).
  • Mirzaei, G.; Jamali, M.M.; Gorsevski, P.V.; Frizado, J. et al. "Data fusion of IR and marine radar data." (1 2013).
  • Majid, M.W.; Mirzaei, G.; Jamali, M.M. "Implementation of Kalman filter with multicore system on chip using function - Level parallelism." (12 2013).
  • Mirzaei, G.; Jamali, M.M.; Gorsevski, P.V.; Frizado, J. et al. "Data Fusion of IR and Marine Radar Data." in 47th Asilomar Conference on Signals, Systems, and Computers. (1 2013).
  • "Acoustic Monitoring Techniques for Avian Detection and Classification." in IEEE Asilomar Conference on Signals Systems and Computers. (3 2013).
  • Jarrah, A.; Mirzaei, G.; Majid, M.W.; Ross, J. et al. "A Parallel Implementation of IR Video Processing on a GPU." in IEEE 56th International Midwest Symposium on Circuits and Systems (MWSCAS). (1 2013).

2012

  • Mirzaei, G.; Wadood Majid, M.; Bastas, S.; Ross, J. et al. "Acoustic monitoring techniques for avian detection and classification." (12 2012).
  • Mirzaei, G.; Wadood Majid, M.; Ross, J.; Jamali, M.M. et al. "Implementation of ant clustering algorithm for IR imagery in wind turbine applications." (10 2012).
  • Wadood Majid, M.; Mirzaei, G.; Jamali, M.M. "Parallel implementation of multi-resolution filter band with novel adaptive load balancing algorithm on consumer-level multicore systems." (10 2012).
  • Mirzaei, G.; Majid, M.W.; Ross, J.; Jamali, M.M. et al. "The BIO-acoustic feature extraction and classification of bat echolocation calls." (7 2012).
  • Bastas, S.; Majid, M.W.; Mirzaei, G.; Ross, J. et al. "A Novel Feature Extraction Algorithm for Classification of Bird Flight Calls." (1 2012).
  • Mirzaei, G.; Majid, M.W.; Bastas, S.; Ross, J. et al. "Acoustic Monitoring Techniques for Avian Detection and Classification." (1 2012).
  • Mirzaei, G.; Majid, M.W.; Ross, J.; Jamali, M.M. et al. "Implementation of Ant Clustering Algorithm for IR Imagery in Wind Turbine Applications." (1 2012).
  • Mirzaei, G.; Majid, M.W.; Ross, J.; Jamali, M.M. et al. "Implementation of Ant Clustering Algorithm for IR Imagery in Wind Turbine Applications." in 55th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS). (1 2012).
  • "Bio Acoustic Feature Extraction and Classification of Bat Echolocation Calls." in IEEE International Conference on Electro/Information Technology. (6 2012).
  • "Avian Detection and Tracking Algorithm Using Infrared Imaging." in IEEE International Conference on Electro/Information Technology. (6 2012).
  • "Feature Extraction and Classification of Bat Echolocation Calls." in North American Symposium on Bird Research. (6 2012).
  • "Parallelization of Feature Extraction Techniques on Consumer-Level Multi-Core System." in IEEE International Conference on Electro/Information Technology. (6 2012).
  • "Evolutionary Neural Network Parallelization with Multi-Core Systems on Chip." in IEEE International Conference on Electro/Information Technology. (6 2012).
  • "Implementation of Ant Clustering Algorithm for IR Imagery in Wind Turbine Application." in IEEE International Midwest Symposium on Circuits and Systems. (9 2012).
  • "A Novel Feature Extraction Algorithm for Classification of Bird Flight Calls." in IEEE International Symposium on Circuits and Systems on Circuits (ISCAS). (8 2012).
  • Majid, M.W.; Mirzaei, G.; Jamali, M.M. "Parallel Implementation of Multi-Resolution Filter Band with Novel Adaptive Load Balancing Algorithm on Consumer-Level Multicore Systems." (1 2012).
  • Majid, M.W.; Mirzaei, G.; Jamali, M.M. "Evolutionary Neural Network parallelization with multicore systems on chip." (7 2012).
  • Mirzaei, G.; Majid, M.W.; Bastas, S.; Ross, J. et al. "Acoustic Monitoring Techniques for Avian Detection and Classification." in 46th Asilomar Conference on Signals, Systems and Computers. (1 2012).
  • Bastas, S.; Majid, M.W.; Mirzaei, G.; Ross, J. et al. "A Novel Feature Extraction Algorithm for Classification of Bird Flight Calls." in IEEE International Symposium on Circuits and Systems. (1 2012).
  • Bastas, S.; Wadood Majid, M.; Mirzaei, G.; Ross, J. et al. "A novel feature extraction algorithm for classification of bird flight calls." (9 2012).
  • Majid, M.W.; Mirzaei, G.; Jamali, M.M. "Parallel Implementation of Multi-Resolution Filter Band with Novel Adaptive Load Balancing Algorithm on Consumer-Level Multicore Systems." in 55th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS). (1 2012).
  • Mirzaei, G.; Majid, M.W.; Ross, J.; Jamali, M.M. et al. "Avian detection & tracking algorithm using infrared imaging." (7 2012).
  • Majid, M.W.; Mirzaei, G.; Jamali, M.M. "Parallelization of feature extraction techniques on consumer-level multicore system." (7 2012).
  • "Parallel Implementation of Mullti-Resolution Filter Band with Novel Adaptive Load Balancing Algorithm on Consumer-Level Multicore System." in IEEE Midwest Symposium on Circuits and Systems. (9 2012).

2011

  • Mirzaei, G.; Majid, M.W.; Jamali, M.M.; Ross, J. et al. "The application of evolutionary neural network for bat echolocation calls recognition." (10 2011).
  • Mirzaei, G.; Majid, M.W.; Jamali, M.M.; Ross, J. et al. "The Application of Evolutionary Neural Network for Bat Echolocation Calls Recognition." in International Joint Conference on Neural Networks (IJCNN). (1 2011).
  • Mirzaei, G.; Majid, M.W.; Jamali, M.M.; Ross, J. et al. "The Application of Evolutionary Neural Network for Bat Echolocation Calls Recognition." (1 2011).
  • "The Application of Evolutionary Neural Network for Bat Echolocation Calls Recognition." in IEEE International Joint Conference on Neural Networks. (10 2011).

2010

  • "Communication in the Smart Grid." in International Worldcomp Conference. (8 2010).

2009

  • "Overview on Mobility Management Approaches." in International Worldcomp Conference. (8 2009).

2008

  • Mirzaei, G.; Analoui, M. "Comparison of evaluation parameters based on mobility management protocols in wireless networks." (12 2008).
  • "Comparison of Evaluation Parameters Based on Mobility Management Protocols in Wireless Networks." in International Worldcomp Conference. (8 2008).