A List of Publications

2015

 
G. Okopal, S. Wisdom, and L. Atlas, “Speech Analysis with the Strong Uncorrelated Transform,” accepted for publication in IEEE Transactions on Audio, Speech, and Language Processing, 2015.
 T. Powers, D.W. Krout, L. Atlas, "Sensor Selection From Independence Graphs Using Submodularity" 18th International Conference on Information Fusion, Washington DC, USA, July 2015. pdf
S. Wisdom, G. Okopal, L. Atlas, and J. Pitton, “Voice Activity Detection Using Subband Noncircularity,” Proc. IEEE ICASSP, Brisbane, Austrailia, April 2015. pdf
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2014

 
B. Ekin and L. Atlas, “Modern Data Communication Theory Suggests Processing for EEG Signals”, Poster session presented at: 2014 IEEE Engineering in Medicine and Biology Society BRAIN Grand Challenge Conference, Washington, DC, 13-14 November 2014. demo
G. Okopal, S. Wisdom, and L. Atlas, “Estimating the Noncircularity of Latent Components within Complex-Valued Subband Mixtures with Applications to Speech Processing,” Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2014. pdf
S. Wisdom, J. Pitton, and L. Atlas, “Extending Coherence for Optimal Detection of Nonstationary Harmonic Signals,” Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2014. pdf
D. W. Krout and T. Powers, "Sensor Management for Multistatics" 17th International Conference on Information Fusion, Salamanca, Spain, 2014. pdf
T. Powers, L. Atlas, E. Hanusa, and D. W. Krout, "Track to Track Fusion: PACsim Data Set" 17th International Conference on Information Fusion, Salamanca, Spain, 2014. pdf
S. Wisdom, T. Powers, L. Atlas, and J. Pitton, “Enhancement of Reverberant and Noisy Speech by Extending Its Coherence,” in Proc. REVERB Challenge Workshop, Florence, Italy, May 2014. pdf
demos
S. Wisdom, L. Atlas, and J. Pitton, "Extending Coherence Time for Analysis of Modulated Random Processes", Proc. IEEE ICASSP, Florence, Italy, May 2014. pdf

2013

 
P. Clark, I. Kirsteins, and L. Atlas, "Complementary Envelope Estimation for Frequency-Modulated Random Signals", Proc. IEEE ICASSP, Vancouver, Canada: 2013. pdf
A. Lee, L. Atlas and X. Li, "Complementary correlation may offer a new approach to better understand temporal fine structure coding", 165th Meeting of the Acoustical Society of America, Montreal, Canada, 2013. pdf
X. Li, K. Nie, N. Imennov, J. Rubinstein, and L. Atlas, "Improved perception of music with a harmonic based algorithm for cochlear implants", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 21, no. 4, pp. 684-694. July 2013. pdf 

2012

 
X. Li, K. Nie, N. Imennov, J.H. Won, W. Drennan, J. Rubinstein, and L. Atlas, "Improved perception of speech in noise and Mandarin tones with acoustic simulations of harmonic coding for cochlear implants", Journal of the Acoustical Society of America. 2012. pdf
J.H. Won, C. Lorenzi, K. Nie, X. Li, E. Jameyson, W. Drennan, and J. Rubinstein, "The ability of cochlear implant users to use temporal envelope cues recovered from speech frequency modulation", Journal of the Acoustical Society of America, 2012. pdf
B. King and C. Févotte, “Optimal cost function and magnitude power for NMF-based speech separation and music interpolation,” IEEE Machine Learning for Signal Processing, 2012. pdf 
B. Xing Li, K. Nie, N. Imennov, J. Rubinstein, & L. Atlas (under review). "Improved perception of music with a harmonic based algorithm for cochlear implants." IEEE Transactions on Neural Systems and Rehabilitation Engineering,  2012. pdf
B. King, P. Smaragdis, and G.J. Mysore, “Noise-Robust Dynamic Time Warping using PLCA Features,” International Conference on Acoustics, Speech, and Signal Processing,  Kyoto, Japan: 2012. pdf
P. Clark, I.P. Kirsteins, and L. Atlas, "Existence and estimation of impropriety in real rhythmic signals," Proc. IEEE ICASSP, Kyoto, Japan: 2012. pdf
P. Clark, "Coherent Demodulation of Nonstationary Random Processes," PhD thesis, University of Washington, 2012. pdf
E.C. Larson, J. Froehlich, T. Campbell, C.Haggerty, L. Atlas, J. Fogarty, S.N. Patel, "Disaggregated water sensing from a single, pressure-based sensor: An extended analysis of HydroSense using staged experiments," Pervasive and Mobile Computing, Volume 8, Issue 1, pp. 82-102. February 2012. link

2011

 
B. King and L. Atlas, “Single-Channel Source Separation Using Complex Matrix Factorization,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 19, no. 8, pp. 2591-2597, November 2011. pdf
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P. Clark, G. Sell and L. Atlas, "A Novel Approach Using Modulation Features for Multiphone-Based Speech Recognition," IEEE ICASSP, Prague, May 2011. link
I. Kirsteins, P. Clark and L. Atlas, "Maximum-Likelihood Estimation of Propeller Noise Modulation Characteristics," Proc. Underwater Acoustic Measurements, June 2011.   pdf
G.Zweig, P.Nguyen et al., “Speech recognition with segmental conditional random fields: A summary of the JHU CLSP summer workshop,” Proc. IEEE ICASSP, 2011.  pdf

 X. Li, K. Nie, N. Imennov, J. Won, L. Atlas, and J. Rubinstein, “Speech and music recognition with acoustic simulations of a harmonic single sideband encoding strategy for cochlear implants”, Journal of the Acoustical Society of America, 129 (4), 2011 link
K. Nie, X. Li, J.H. Won, N. Imennov, W. Drennan, L. Atlas, and J. Rubinstein, "Preliminary results with a harmonic single sideband encoding strategy for improving temporal fine structure coding in cochlear implants", presented at Conference on Implantable Auditory Prostheses, July 2011.  
K. Nie, X. Li, N. Imennov, J.H. Won, W. Drennan, L. Atlas, and J. Rubinstein, "Mandarin Tone Recognition with a Harmonic Coding Strategy for Cochlear Implants", presented at the 8th Asia Pacific Symposium on Cochlear Implant and Related Sciences, October 2011.  

2010


B. King and L. Atlas, “Single-channel Source Separation using Simplified-training Complex Matrix Factorization,” International Conference on Acoustics, Speech, and Signal Processing,  Dallas, TX: 2010.

pdf

P. Clark, I. Kirsteins and L. Atlas, "Multiband analysis for colored amplitude-modulated ship noise," Proc. IEEE ICASSP, Dallas, Tx, 2010. pdf
X. Li, K. Nie, L. Atlas, and J. Rubinstein, “Harmonic coherent demodulation for improving sound coding in cochlear implants”, Proc. IEEE ICASSP,  Tx: 2010 pdf
A. Greenhall and L. Atlas, “Cepstral mean based speech source discrimination,” IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 4490-4493. 2010. link
S.D. Hawley, L.E. Atlas, and H.J. Chizeck, “Some Properties of an Empirical Mode Type Signal Decomposition Algorithm,” IEEE Signal Processing Letters,  vol. 17, no. 1, pp. 24-27. January 2010. pdf

2009

 
P. Clark and L. Atlas, "Time-frequency coherent modulation filtering of non-stationary signals," IEEE Trans. Signal Process., vol. 57, no. 11, pp. 4323-4332, November 2009. link
Froehlich, J. E., Larson, E., Campbell, T., Haggerty, C., Fogarty, J., and Patel, S. N. 2009. "HydroSense: infrastructure-mediated single-point sensing of whole-home water activity." Proceedings of the 11th international Conference on Ubiquitous Computing (Orlando, Florida, USA, September 30 - October 03, 2009). Ubicomp '09. ACM, New York, NY, 235-244. Best Paper Nominee, Acceptance rate: 12.4% pdf
T. Shinozaki, M. Ostendorf, and L. Atlas, “Characteristics of speaking style and implications for speech recognition,” The Journal of the Acoustical Society of America, vol. 126, no. 3, p. 1500, 2009.
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P. Clark and L. Atlas, "A sum-of-products model for effective coherent modulation filtering," Proc. IEEE ICASSP, Taipei, Taiwan, 2009. pdf
P. Clark, I. Kirsteins and L. Atlas, "Alternative signal processing models for broadband underwater propeller sounds," J. Acoust. Soc. Am., vol. 125, no. 4, pp. 2607, April 2009. link

2008

 
Brian King and Les Atlas, “Coherent Modulation Comb Filtering for Enhancing Speech in Wind Noise,” International Workshop on Acoustic Echo and Noise Control,  Seattle, WA: 2008. pdf
P. Clark and L. Atlas, "Bandlimits and coherent modulation filtering of non-stationary signals," Proc. SPIE Adv. Sig. Process. Alg., Arch. and Imp. XVIII, vol. 7074, 2008. link
J. H. Won, S. M. Schimmel, W. R. Drennan, P. E. Souza, L. Atlas, and J. T. Rubinstein, “Improving performance in noise for hearing aids and cochlear implants using coherent modulation filtering,” Hearing Research, vol. 239, no. 1–2, pp. 1-11, May 2008. link
pdf
Patrick McVittie and Les Atlas,, "Air-Coupled Ultrasound Time-of-Flight Estimation for Shipping Container Cargo Verification," Proc. IEEE ICASSP. 2008. pdf
Qin Li and Les Atlas, "Coherent Modulation Filtering for Speech," Proc. IEEE ICASSP. 2008. pdf
Pascal Clark and Les Atlas, "Modulation Decompositions for the Interpolation of Long Gaps in Acoustic Signals," Proc. IEEE ICASSP. 2008 pdf
Steven Schimmel and Les Atlas, "Target Talker Enhancement in Hearing Devices," Proc. IEEE ICASSP. 2008. pdf
Kaibao Nie, Les Atlas, and Jay Rubinstein, "Single Sideband Encoder for Music Coding in Cochlear Implants,"Proc. IEEE ICASSP. 2008 pdf
Stephen Hawley, Les Atlas, and Howard Chizeck, "Some Properties of an Empirical Mode Type Signal Decomposition Algorithm," Proc. IEEE ICASSP. 2008 
pdf

2007

 
Brandon Smith, Les Atlas and Maya Gupta, "Beamforming Alternatives for Multi-Channel Transient Acoustic Event Classification," Proc. IEEE ICASSP, vol. 2, pp. 993-996. 2007. pdf
Steven M. Schimmel, Les E. Atlas, and Kaibao Nie, "Feasibility of Single Channel Speaker Separation Based on Modulation Frequency Analysis," Proc. IEEE ICASSP, vol. 4, pp. 605-608, 2007. pdf
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2006

 
Steven M. Schimmel, Kelly R. Fitz, and Les E. Atlas, "Frequency Reassignment for Coherent Modulation Filtering," Proc. IEEE ICASSP, vol. 5, pp. 261-264. 2006.  pdf
Somsak Sukittanon, Les E. Atlas, and Stephen G. Dame, "Enhanced Modulation Spectrum using space-time averaging for in-building acoustic signature identification," Proc. IEEE ICASSP, vol. 3, pp. 153-156. 2006.  pdf

2005

 
S. Sukittanon, L. E. Atlas, J. W. Pitton, and K. Filali, "Improved Modulation Spectrum through Multi-scale Modulation Frequency Decomposition," Proc. IEEE ICASSP. 2005.  pdf
S. Schimmel and L. Atlas, "Coherent Envelope Detection for Modulation Filtering of Speech," Proceedings of the 2005 IEEE ICASSP2005.  pdf
L. Owsley, L. Atlas, and C. Heinemann, "Use of Modulation Spectra for Representation and Classification of Acoustic Transients from Sniper Fire," Proc. IEEE ICASSP. 2005.  pdf
Q. Li and L. Atlas, "Properties for Modulation Spectral Filtering," Proc. IEEE ICASSP. 2005.  pdf
L. Atlas and C. Janssen, "Coherent Modulation Spectral Filtering for Single-channel Music Source Separation," Proc. IEEE ICASSP. 2005.  pdf

2004

 
S. Sukittanon, L. E. Atlas, and J. W. Pitton, "Modulation-Scale Analysis for Content Identification," IEEE Transactions on Signal Processing, vol. 52, pp. 3023-3035, 2004.  pdf
S. Sukittanon, A. Surendran, J. Platt, and C.J.C. Burges, "Convolutional Networks for Speech Detection," Proceedings of the 2004 ICSLP. 2004.  pdf
L. Atlas, Q. Li, and J. Thompson, "Homomorphic Modulation Spectra," Proc. IEEE ICASSP. 2004.  pdf
A. Surendran, S. Sukittanon, and J. Platt, "Logistic Discriminative Speech Detectors using Posterior SNR," Proc. IEEE ICASSP. 2004.  pdf
J. Keane, C. Bradley, and C. Ebeling, "A Compiled Accelerator for Biological Cell Signaling Simulations," FPGA 2004—12th ACM International Symposium on Field-Programmable Gate Arrays, Monterey, CA, USA: 2004.  pdf
Q. Li, L. Atlas, "Over-modulated AM-FM decoposition," Proc. SPIE 5559, Advanced Signal Processing Algorithms, Architectures, and Implementations. 2004.  pdf

2003


L. Atlas, "Modulation Spectral Transform—Application to Speech Separation and Modification," Speech Dynamics by Ear, Eye, Mouth, and Machine, An Interdisciplinary WorkshopTechnical Report of IEICE, Kyoto, Japan: June  2003.  pdf
B. Gillespie and L. Atlas, "Strategies for Improving Audible Quality and Speech Recognition Accuracy of Reverberant Speech," Proc. IEEE ICASSP. 2003.  pdf
Q. Li and L. Atlas, "Time-Variant Least Squares Harmonic Modeling," Proc. IEEE ICASSP. 2003.  pdf
S. Sukittanon, L. Atlas, J. Pitton, and J. McLaughlin, "Non-stationary Signal Classification Using Joint Frequency Analysis," Proc. IEEE ICASSP. 2003.  pdf
J. Thompson and L. Atlas, "A Non-uniform Modulation Transform for Audio Coding with Increased Time Resolution," Proc. IEEE ICASSP, vol. 5, pp. 397-400, 2003.  pdf
S. Sukittanon and L. Atlas, "Channel Compensation of Modulation Spectral Features," Proceedings of the 2003 IEEE ISCAS. 2003.  pdf
L. Atlas and S. Shamma, "Joint Acoustic and Modulation Frequency," EURASIP Journal on Applied Signal Processing. 2003.  pdf

2002

 
J. Keane and L. Atlas, "Signaling Efficiency of Kinetic Proofreading in T-cells," Proceedings of the Workshop on Genomic Signal Processing and Statistics (GENSIPS), 2002.  pdf
B. Gillespie and L. Atlas, "Acoustic Diversity for Improved Speech Recognition in Reverberant Environments," Proc. IEEE ICASSP. 2002.  pdf
J. Keane and L. Atlas, "Molecular Signal Processing and Detection in T-Cells," Proc. IEEE ICASSP. 2002.  pdf
S. Sukittanon and L. Atlas, "Modulation Frequency Features for Audio Fingerprinting," Proc. IEEE ICASSP. 2002.  pdf

2001

 
B. Gillespie and L. Atlas, "Optimizing time-frequency kernels for classification," IEEE Transactions on Signal Processing. vol. 49, no. 3, pp. 1341-4, 2001. pdf
B. Gillespie, H. Malvar, and A. Florêncio, "Speech Dereverberation via Maximum-Kurtosis Subband Adaptive Filtering," Proc. IEEE ICASSP. 2001. pdf
J. Keane and L. Atlas, "Impulses and Stochastic Arithmetic for Signal Processing," Proc. IEEE ICASSP. 2001. pdf
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M. Vinton and L. Atlas, "A Scalable and Progressive Audio Codec," Proc. IEEE ICASSP, vol. 5, pp. 3277-3280, 2001. pdf
M. Ostendorf, L. Atlas, R. Fish, O. Cetin, S. Sukittanon, and G. Bernard, "Joint Use of Dynamical Classifiers and Ambiguity Plane Features," Proc. IEEE ICASSP. 2001. pdf

1999

 
L. Atlas and P. Duhamel, "Recent Developments in the Core of Digital Signal Processing," IEEE Signal Processing, pp. 16-19. January, 1999. pdf
B. Gillespie and L. Atlas, "Optimization of Time and Frequency Resolution for Radar Transmitter Identification," Proc. IEEE ICASSP, vol. 3, pp. 1341-4. 1999. pdf

1998


J. Droppo and A. Acero, "Maximum a Posteriori Pitch Tracking," Proceedings of the ICSLP, vol. 3, pp. 943-946, Australia, November 1998. pdf
J. Droppo and L. Atlas, "Application of classifier-optimal time-frequency distributions to speech analysis," Proceedings IEEE-SP International Symposium on Time-Frequency Time-Scale Analysis, pp. 585-588, Pittsburgh, PA: October 1998. pdf
B. Gillespie and L. Atlas, "Data-driven optimization of time and frequency resolution for radar transmitter identification," Proceedings of the SPIE—The International Society for Optical Engineering, vol. 3162, San Diego, CA: 1998. pdf

1997

 
L. Owsley, L. Atlas, and G. Bernard, "Self-organizing feature maps and hidden markov models for machine-tool monitoring," IEEE Transactions on Signal Processing / special issue on Neural Networks, vol. 45, pp. 2787-98. November 1997.  pdf
P. Loughlin and G. Bernard, "Applicability of Time-Frequency Analysis to Machine- and Process-Monitoring," Proceedings of the 1997 SAE Aerospace Meeting. June 1997. pdf
J. McLaughlin, L. Owsley, L. Atlas, and G. Bernard, "Advances in real-time monitoring of acoustic emissions," Proceedings of the 1997 SAE Aerospace Meeting. June 1997. pdf
L. Owsley, L. Atlas, and G. Bernard, "Automatic clustering of vector time-series for manufacturing machine monitoring," Proceedings of the 1997 IEEE ICASSP, pp. 3393-61997. pdf
L. Atlas, J. Droppo, and J. McLaughlin, "Optimizing time-frequency distributions for automatic classification," Proceedings of the SPIE—The International Society for Optical Engineeringvol. 3162, (San Diego, CA), 1997. pdf
J. McLaughlin, J. Droppo, and L. Atlas, "Class-dependent time-frequency distributions via operator theory," Proceedings of the 1997 IEEE ICASSP. vol. 3, (Munich, Germany), pp. 2045-8, 1997. pdf
P. Loughlin, G. Bernard, "Cohen-Posch (Positive) Time-Frequency Distributions and their Application To Machine Vibration Analysis," Manufacturing Systems and Signal Processing. vol. 11(4), pp. 561-576, 1997 (Presented in part at the 1997 SAE Manufacturing Technology Conference and Exposition, Seattle, WA, USA). pdf

1996

 
L. Atlas, G. Bernard, and S. Narayanan, "Applications of Time-Frequency Analysis to Signals from Manufacturing and Machine Monitoring Sensors," Proceedings of the IEEE. vol. 84, pp. 1319-1329, September 1996. pdf
L. Atlas, L. Owsley, J. McLaughlin, and G. Bernard, "Automatic feature-finding for time-frequency distributions," Proceedings IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis(Paris, France), pp. 333-6, June 1996. pdf
S. Narayanan, J. McLaughlin, and J. Droppo, "Operator theory approach to discrete time-frequency representations," Proceedings IEEE-SP International Symposium on Time-Frequency Time-Scale Analysis(Paris, France), pp. 521-524, June 1996. pdf
L. Owsley and L. Atlas, "Self-organizing feature maps with perfect organization," Proceedings of the 1996 IEEE ICASSP. vol. 6, (Atlanta, GA), pp. 3557-60, May 1996. pdf

1995

 
J. Pitton and L. Atlas, "Discrete-time implementation of the cone-kernel time-frequency representation," IEEE Transactions on Signal Processing. vol. 43, pp. 1996-8, August 1995. pdf
J. Fang and L. E. Atlas, "Quadratic detectors for energy estimation," IEEE Transactions on Signal Processing. vol. 43, pp. 2582-94, November 1995. pdf
L. Owsley, L. Atlas, and G. Bernard, "Feature extraction networks for dull tool monitoring," Proceedings of the 1995 IEEE ICASSP. vol. 5, pp. 3355-8, 1995. pdf
P. Loughlin, L. Atlas, G. Bernard, and J. Pitton, "Applications of time-frequency analysis to the monitoring of machining processes," 49th Meeting of the Society for Manufacturing Failure Prevention Technology, April 1995.

1994

 
Cohn, D., Atlas, L., and Ladner, R., “Improving Generalization with Active Learning,” Machine Learning 15, pp. 201-221. 1994. pdf
S. Oh, R. Marks II, and L. E. Atlas, "Synthesis for Generalized Time-Frequency Distributions Using the Method of Alternative Projections onto Convex Sets," IEEE Transactions on Signal Processing. vol. 42, pp. 1653-1661, July 1994. pdf
J. T. Connor, R. D. Martin, and L. E. Atlas, "Recurrent Neural Networks and Robust Time Series Prediction," IEEE Transactions on Neural Networks. vol. 5, no. 2, pp. 240-253, March 1994. pdf
P. Loughlin, J. Pitton, and B. Hannaford, "Approximating time-frequency density functions via optimal combinations of spectrograms," IEEE Signal Processing Lettersvol. 1, no. 12, pp. 199-202, 1994. pdf
J. Pitton, L. Atlas, and P. Loughlin, "Applications of positive time-frequency distributions to speech processing," IEEE Transactions on Speech and Audio Processing, vol. 2, no. 4, pp. 554-66, 1994. pdf
P. Loughlin, J. Pitton, and L. Atlas, "Construction of positive time-frequency distributions," IEEE Transactions on Signal Processing, vol. 42, no. 10, pp. 2697-2705, 1994. pdf
S. B. Narayanan, J. Fang, G. D. Bernard, and L. E. Atlas, "Feature representations for monitoring of tool wear," Proceedings of the 1994 IEEE ICASSP, vol. 6, (Adelaide, Australia), pp. 137-140, April 1994. pdf
J. Pitton and L. Atlas, "Automatic classification of positive time-frequency distributions," Proceedings IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, pp. 361-4, 1994. pdf
J. Fang, J. McLaughlin, L. Owsley, L. E. Atlas, and J. R. Sachs, "Quadratic detectors for feature extraction in text-independent speaker authentication," Proceedings IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis(Philadelphia, PA), pp. 644-7, October 1994. pdf

1993

 
P. Loughlin, J. Pitton, and L. Atlas, "Bilinear time-frequency representations: New insights and properties," IEEE Transactions on Signal Processing, vol. 41, no. 2, pp. 750-767, 1993. pdf
L. Owsley and L. Atlas, "Ordered vector quantization for neural network pattern classification," Proceedings of the 1993 IEEE Workshop on Neural Networks for Signal Processing(Linthicum, Maryland), pp. 141-50, 1993. pdf
J. Pitton, P. Loughlin, and L. Atlas, "Positive time-frequency distributions via maximum entropy deconvolution of the evolutionary spectrum," Proceedings of the 1993 IEEE ICASSP, vol. 4, pp. 436-9, 1993. pdf

1992

 
P. Loughlin, J. Pitton, and L. Atlas, "Proper time-frequency energy distributions and the Heisenberg uncertainty principle," Proceedings IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, pp. 151-4, 1992. pdf
P. Loughlin, J. Pitton, and L. Atlas, "An information-theoretic approach to positive time-frequency distributions," Proceedings of the 1992 IEEE ICASSP, vol. 5, pp. 125-8, 1992. pdf
L. E. Atlas and J. Fang, "Quadratic detectors for general nonlinear analysis of speech," Proceedings of the 1992 IEEE ICASSP, vol. 2, pp. 9-12, 1992. pdf
J. Fang, L. E. Atlas, and G. D. Bernard, "Advantages of cascaded quadratic detectors for analysis of manufacturing sensor data," Proceedings IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis (Victoria, BC), pp. 345-8, October 1992. pdf
L. Owsley and L. Atlas, "Ordered vector quantizers for neural network feature extraction," 1992 ICASSP Workshop on Neural Networks for Signal Processing, pp. 141-50, 1992.

1990


Cohn, D., Atlas, L., & Ladner, R.,  “Training connectionist networks with queries and selective sampling,” In D. Touretzky (Ed.), Advances in neural information processing systems, (Vol. 2), San Francisco, CA: 1990. pdf
L. Atlas, et. al., "A Performance Comparison of Trained Multilayer Perceptrons and Trained Classification Trees," Proceedings of the IEEE, vol. 78, pp. 1614-1619, October 1990. pdf
Y. Zhao, L. Atlas, and R. Marks, "The Use of Cone-Shaped Kernels for Generalized Time-Frequency Representations of Nonstationary Signals," IEEE Transactions on Signal Processing, vol. 38, no. 7, pp. 1084-1091, July 1990 pdf