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Journal (Refereed)

  1. Aderiano M. da Silva, Richard J. Povinelli, Nabeel A. O. Demerdash. (in press) "Induction Machine Broken Bar and Stator Short-Circuit Fault Diagnostics Based on Three Phase Stator Current Envelopes," IEEE Transactions on Industrial Electronics (pdf 766kB)
  2. Behrooz Mirafzal, Richard J. Povinelli, and Nabeel A. O. Demerdash. (in press) "Inter-Turn Fault Diagnosis in Induction Motors Using the Pendulous Oscillation Phenomenon," IEEE Transactions on Energy Conversion, vol. 21, no. 4, December, 871-882. (pdf 397kB)
  3. Peter S. Bazeley, Sridevi Prithivi, Craig A. Struble, Richard J. Povinelli, Daniel S. Sem. (2006) "Synergistic Use of Compound Properties and Docking Scores in Neural Network Modeling of CYP2D6 Binding: Predicting Affinity and Conformational Sampling," Journal of Chemical Information and Modeling, vol. 46, 2698-2708. (pdf 2,062kB)
    Modeling of CYP2D6 Binding: Predicting Affinity and Conformational Sampling
  4. Kevin M. Indrebo, Richard J. Povinelli, Michael T. Johnson. (2006) "Sub-banded Reconstructed Phase Spaces for Speech Recognition," Speech Communication, vol. 48, 760-774. (pdf 283kB)
  5. Richard J. Povinelli, Michael T. Johnson, Andrew C. Lindgren, Felice M. Roberts, Jinjin Ye. (2006) "Statistical Models of Reconstructed Phase Spaces for Signal Classification," IEEE Transactions on Signal Processing, vol. 54, no. 6, June, 2178-2186. (pdf 549kB)
  6. Michael T. Johnson, Richard J. Povinelli, Andrew C. Lindgren, Jinjin Ye, Xiaolin Liu, Kevin M. Indrebo. (2005) "Time-Domain Isolated Phoneme Classification using Reconstructed Phase Spaces," IEEE Transactions on Speech and Audio Processing, vol. 13, no. 4, July, 458-466. (pdf 648kB)
  7. Michael T. Johnson, Richard J. Povinelli. (2005) "Generalized phase space projection for nonlinear noise reduction," Physca D, vol. 201, no. 3-4, February, 306-317. (pdf 117kB)
  8. Richard J. Povinelli, Michael T. Johnson, Andrew C. Lindgren, Jinjin Ye. (2004) "Time Series Classification using Gaussian Mixture Models of Reconstructed Phase Spaces," IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 6, June, 779-783. (pdf 474kB)
  9. John F. Bangura, Richard J. Povinelli, Nabeel A. O. Demerdash, Ronald H. Brown. (2003) "Diagnostics of Eccentricities and Bar/End-Ring Connector Breakages in Polyphase Induction Motors through a Combination of Time-Series Data Mining and Time-Stepping Coupled FE-State Space Techniques," IEEE Transactions On Industry Applications, vol. 39, no. 4, July/August, 1005-1013. (pdf 913kB)
  10. Richard J. Povinelli, Xin Feng. (2003) "A New Temporal Pattern Identification Method For Characterization And Prediction Of Complex Time Series Events," IEEE Transactions on Knowledge and Data Engineering, vol. 15, no. 2, March/April, 339-352. (pdf 4,133kB)
  11. Richard J. Povinelli, John F. Bangura, Nabeel A. O. Demerdash, Ronald H. Brown. (2002) "Diagnostics of Bar and End-Ring Connector Breakage Faults in Polyphase Induction Motors Through a Novel Dual Track of Time-Series Data Mining and Time-Stepping Coupled FE-State Space Modeling," IEEE Transactions on Energy Conversion, vol. 17, no. 1, March, 39-46. (pdf 196kB)

Prize Paper Awards

  1. Richard J. Povinelli. (2005) "Towards the Prediction of Transient ST Changes," PhysioNet/Computers in Cardiology Challenge Winning Paper, Computers in Cardiology, Lyon, France, September 25-28, 2005. (pdf 65kB)

Conference (Refereed)

  1. Mohamed A. Mneimneh, Richard J. Povinelli. (2006) "Integrative Approach for the Measurement of the QT Interval," Computers in Cardiology, Valencia, Spain, 17-20 September, 2006. (pdf 127kB)
  2. Richard J. Povinelli, Mohamed A. Mneimneh, Michael T. Johnson. (2006) "Cardiac Model Based Approach to QT Estimation," Computers in Cardiology, Valencia, Spain, 17-20 September, 2006. (pdf 101kB)
  3. Mohamed A. Mneimneh, Edwin E. Yaz, Michael T. Johnson, Richard J. Povinelli. (2006) "An Adaptive Kalman Filter for Removing Baseline Wandering," Computers in Cardiology, Valencia, Spain, 17-20 September, 2006. (pdf 108kB)
  4. Anthony D. Ricke, Richard J. Povinelli, Michael T. Johnson. (2005) "Segmenting Heart Sound Signals," Computers in Cardiology, Lyon, France, September 25-28, 2005. (pdf 78kB)
  5. Chia Chou Yeh, Behrooz Mirafzal, Richard J. Povinelli, Nabeel A. O. Demerdash. (2005) "A Condition Monitoring Vector Database Approach for Broken Bar Fault
    Diagnostics of Induction Machines," IEEE International Electric Machines and Drives Conference (IEMDC2005), San Antonio, Texas, 29-34. (pdf 1059kB)
  6. Kevin M. Indrebo, Richard J. Povinelli, Michael T. Johnson. (2005) "Third-Order Moments of Filtered Speech Signals For Robust Speech Recognition," International Conference on Non-Linear Speech Processing (NOLISP), Barcelona, Spain, 151-157. (pdf 125kB)
  7. Chia Chou Yeh, Richard J. Povinelli, Behrooz Mirafzal, Nabeel A. O. Demerdash. (2004) "Diagnostics of Stator Winding Inter-Turn and Power Conditioner Faults in Induction Machine Inverter-Fed Drive Systems Using Time-Series Data Mining Technique," IEEE International Conference on Power System Technology (Powercon2004), Singapore, TA6.1. (pdf 1269kB)
  8. Behrooz Mirafzal, Fariba Fateh, Chia Chou Yeh, Richard J. Povinelli, and Nabeel A. O. Demerdash. (2004) "Condition Monitoring of Squirrel-Cage Induction Motors Fed by PWM-Based Drives Using a Parameter Estimation Approach," IEEE International Conference on Power System Technology (Powercon2004), Singapore, WD4.3. (pdf 898kB)
  9. Felice M. Roberts, Richard J. Povinelli. (2004) "A Statistical Feature Based Approach to Predicting Termination of Atrial Fibrillation," Computers in Cardiology, Chicago, Illinois, 673 - 676. (pdf 77kB).
  10. Michael W. Zimmerman, Richard J. Povinelli. (2004) "On Improving the Classification of Myocardial Ischemia Using Holter ECG Data," Computers in Cardiology, Chicago, Illinois, 377- 380. (pdf 105kB)
  11. Kevin M. Indrebo, Richard J. Povinelli, and Michael T. Johnson. (2004) "A Comparison of Reconstructed Phase Spaces and Cepstral Coefficients for Multi-Band Phoneme Classification," International Conference on Signal Processing (ICSP2004), Beijing, China, 630-633. (pdf 261kB)
  12. Andrew C. Lindgren, Michael T. Johnson, Richard J. Povinelli. (2004) "Joint Frequency Domain and Reconstructed Phase Space Features for Speech Recognition", International Conference on Acoustics, Speech and Signal Processing, Montreal, Canada, vol. I, 533-536. (pdf 616kB)
  13. David H. Diggs, Richard J. Povinelli. (2003) "A Temporal Pattern Approach for Predicting Weekly Financial Time Series," Artificial Neural Networks in Engineering, St. Louis, Missouri, 707-712. (pdf 184kB)
  14. Michele R. Malinowski, Richard J. Povinelli. (2003) "Searching for Non-Sense: Identification of Pacemaker Non-Sense and Non-Capture Failures using Machine Learning Techniques," Computers in Cardiology, Thessaloniki, Greece, 53-56. (pdf 158kB)
  15. Michael W. Zimmerman, Richard J. Povinelli, Michael T. Johnson, Kristina M. Ropella. (2003) "A Reconstructed Phase Space Approach for Distinguishing Ischemic from Non-Ischemic ST Changes using Holter ECG Data," Computers in Cardiology, Thessaloniki, Greece, 243-246. (pdf 61kB)
  16. Felice M. Roberts, Richard J. Povinelli, Kristina M. Ropella. (2003) "Rhythm Classification Using Reconstructed Phase Space Of Signal Frequency Subbands," Computers in Cardiology, Thessaloniki, Greece, 61-64. (pdf 207kB)
  17. Kevin M. Indrebo, Richard J. Povinelli, Michael T. Johnson. (2003) "A Combined Sub-band and Reconstructed Phase Space Approach to Phoneme Classification," ISCA Tutorial and Research Workshop on Non-linear Speech Processing (NOLISP), Le Croisic, France, 107-110. (pdf 161kB)
  18. Xiaolin Liu, Richard J. Povinelli, Michael T. Johnson. (2003) "Vowel Classification by Global Dynamic Modeling," ISCA Tutorial and Research Workshop on Non-linear Speech Processing (NOLISP), Le Croisic, France, 111-114. (pdf 217kB)
  19. Jinjin Ye, Michael T. Johnson, Richard J. Povinelli. (2003) "Study of Attractor Variation in the Reconstructed Phase Space of Speech Signals," ISCA Tutorial and Research Workshop on Non-linear Speech Processing (NOLISP), Le Croisic, France, 5-10. (pdf 178kB)
  20. Jinjin Ye, Michael T. Johnson, Richard J. Povinelli. (2003) "Phoneme Classification over Reconstructed Phase Space using Principal Component Analysis," ISCA Tutorial and Research Workshop on Non-linear Speech Processing (NOLISP), Le Croisic, France, 11-16. (pdf 178kB)
  21. Andrew C. Lindgren, Michael T. Johnson, Richard J. Povinelli. (2003) "Speech Recognition using Reconstructed Phase Space Features", International Conference on Acoustics, Speech and Signal Processing, Hong Kong, China, vol. I, 61-63. (pdf 204kB)
  22. Michael T. Johnson, Andrew C. Lindgren, Richard J. Povinelli, Xiaolong Yuan, (2003) "Performance of Nonlinear Speech Enhancement using Phase Space Reconstruction," International Conference on Acoustics, Speech and Signal Processing, Hong Kong, China, vol. I, 872-875. (pdf 178kB)
  23. Richard J. Povinelli, Michael T. Johnson, John F. Bangura, Nabeel A.O. Demerdash. (2002) "A Comparison of Phase Space Reconstruction and Spectral Coherence Approaches for Diagnostics of Bar and End-Ring Connector Breakage and Eccentricity Faults in Polyphase Induction Motors using Current Waveforms," IEEE Industry Applications Society Annual Meetings, 1541-1547. (pdf 669kB)
  24. Xiaolin Liu, Richard J. Povinelli, Michael T. Johnson. (2002) "Detecting Determinism in Speech Phonemes," IEEE Digital Signal Processing Workshop 2002. (pdf 310kB)
  25. Jinjin Ye, Richard J. Povinelli, Michael T. Johnson. (2002) "Phoneme Classification Using Naïve Bayes Classifier in Reconstructed Phase Space," IEEE Digital Signal Processing Workshop 2002. (pdf 159kB)
  26. Richard J. Povinelli, Felice M. Roberts, Kristina M. Ropella, Michael T. Johnson. (2002) "Are Nonlinear Ventricular Arrhythmia Characteristics Lost, As Signal Duration Decreases?" Computers in Cardiology, Memphis, Tennessee, 221-224. (pdf 245kB)
  27. Minglei Duan, Richard J. Povinelli. (2001) "Nonlinear modeling: Genetic Programming vs. Fast Evolutionary Programming," Artificial Neural Networks in Engineering, Proceedings, 171-176. (pdf 284kB)
  28. Minglei Duan, Richard J. Povinelli. (2001) "Estimating Time Series Predictability Using Genetic Programming," Artificial Neural Networks in Engineering, Proceedings, 215-220. (pdf 254kB)
  29. Patrick Clemins, Richard J. Povinelli. (2001) "Detecting Regimes in Temperature Time Series," Artificial Neural Networks in Engineering, Proceedings, 727-732. (pdf 422kB)
  30. John F. Bangura, Richard J. Povinelli, Nabeel A.O. Demerdash, Ronald H. Brown. (2001) "Diagnostics of Eccentricities and Bar/End-Ring Connector Breakages in Polyphase Induction Motors through a Combination of Time-Series Data Mining and Time-Stepping Coupled FE-State Space Techniques," Conference Record of the 2001 IEEE Industry Applications Conference/ 36th IAS Annual Meeting, 1579-1586. (pdf 636kB)
  31. Felice M. Roberts, Richard J. Povinelli, Kristina M. Ropella. (2001) "Identification of ECG Arrhythmias using Phase Space Reconstruction," 5th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'01), 411-423. (pdf 306kB)
  32. Minglei Duan, Richard J. Povinelli. (2001) "Estimating Stock Price Predictability Using Genetic Programming," Proceedings of the Genetic and Evolutionary Computation Conference (GECCO2001), 174. (pdf 15kB)
  33. James B. Vitrano, Richard J. Povinelli. (2001) "Selecting Dimensions and Delay Values for a Time-Delay Embedding Using a Genetic Algorithm," Proceedings of the Genetic and Evolutionary Computation Conference (GECCO2001), 1423-1430. (pdf 600kB)
  34. Richard J. Povinelli, John F. Bangura, Nabeel A.O. Demerdash, Ronald H. Brown. (2001) "Diagnostics of Bar and End-Ring Connector Breakage Faults in Polyphase Induction Motors Through a Novel Dual Track of Time-Series Data Mining and Time-Stepping Coupled FE-State Space Modeling," Proceedings of the IEEE International Electric Machines and Drives Conference (IEMDC2001), 809-813. (pdf 477kB)
  35. Richard J. Povinelli, John F. Bangura, Nabeel A.O. Demerdash, Ronald H. Brown. (2001) "Diagnostics of Faults in Induction Motor ASDs Using Time-Stepping Coupled Finite Element State-Space and Time Series Data Mining Techniques," Third Naval Symposium on Electric Machines (EM2000) (pdf 531kB)
  36. Richard J. Povinelli. (2000) "Comparing Genetic Algorithms Computational Performance Improvement Techniques," Artificial Neural Networks in Engineering, Proceedings, 305-310. (pdf 164kB)
  37. Richard J. Povinelli, Xin Feng. (2000) "Characterization And Prediction Of Welding Droplet Release Using Time Series Data Mining," Artificial Neural Networks in Engineering, Proceedings, 857-862. (pdf 178kB)
  38. Richard J. Povinelli. (2000) "Identifying Temporal Patterns for Characterization and Prediction of Financial Time Series Events," Temporal, Spatial and Spatio-Temporal Data Mining: First International Workshop; revised papers / TSDM2000, 46-61. (pdf 209kB)
  39. Richard J. Povinelli. (2000) "Using Genetic Algorithms to Find Temporal Patterns Indicative of Time Series Events," GECCO 2000 Workshop: Data Mining with Evolutionary Algorithms, 80-84. (pdf 169kB)
  40. Richard J. Povinelli, Xin Feng. (1999) "Improving Genetic Algorithms Performance By Hashing Fitness Values" Artificial Neural Networks in Engineering, Proceedings, 399-404. (pdf 37kB)
  41. Richard J. Povinelli, Xin Feng. (1999) "Data Mining of Multiple Nonstationary Time Series" Artificial Neural Networks in Engineering, Proceedings, 511-516. (pdf 64kB)
  42. Richard J. Povinelli, Xin Feng. (1998) "Temporal Pattern Identification of Time Series Data using Pattern Wavelets and Genetic Algorithms" Artificial Neural Networks in Engineering, Proceedings, 691-696. (pdf 172kB)

Conference (Non-Refereed)

  1. Richard J. Povinelli. (2000) "Improving Computational Performance of Genetic Algorithms: A Comparison of Techniques" GECCO 2000 Late Breaking Papers, 297-302. (pdf 134kB)

Book Reviews

  1. Richard J. Povinelli. (2004) "Book Review: Foundations of Genetic Programming," Journal of Genetic Programming and Evolvable Machines, vol. 5, no. 3, 319-320. (pdf 2813kB)

Dissertations and Theses

  • Richard J. Povinelli. (1999) "Time Series Data Mining: Identifying Temporal Patterns for Characterization and Prediction of Time Series Events," Ph.D. Dissertation, Marquette University, Milwaukee, WI. (pdf 1345kB, ps.gz 1122kB)
  • Minglei Duan. (2002) "Time Series Predictability,"M.S. Thesis, Marquette University, Milwaukee, WI. (pdf 1307kB)
  • Michele R. B. Malinowski. (2003) "Searching for Non-Sense: Identification of Pacemaker Non-Sense and Non-Capture Failures Using Machine Learning Techniques,"M.S. Thesis, Marquette University, Milwaukee, WI. (pdf 875kB)
  • Kevin M. Indrebo. (2004) "Sub-banded Reconstructed Phase Spaces for Speech
    Recognition," M.S. Thesis, Marquette University, Milwaukee, WI. (pdf 389kB)
  • Michael W. Zimmerman. (2004) "Classification of ECG ST Events as Ischemic or Non-Ischemic Using Reconstructed Phase Spaces," M.S. Thesis, Marquette University, Milwaukee, WI. (pdf 571kB)
  • David H. Diggs. (2004) "Multiple Step Financial Time Series Prediction with Portfolio Optimization," M.S. Thesis, Marquette University, Milwaukee, WI. (pdf 1338kB)
  • Aderiano M. da Silva (2006) "Induction Motor Fault Diagnostic and Monitoring Methods," M.S. Thesis, Marquette University, Milwaukee, WI. (pdf 2,893kB)

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