Feature extraction based on minimum classification error/generalized probabilistic descent method. - Alain Biem; Shigeru Katagiri (ICASSP (2), 1993)

Filter bank design based on discriminative feature extraction. - Alain Biem; Shigeru Katagiri (ICASSP (1), 1994)

A discriminative filter bank model for speech recognition. - Alain Biem; Erik McDermott; Shigeru Katagiri (EUROSPEECH, 1995)

Cepstrum-based filter-bank design using discriminative feature extraction training at various levels. - Alain Biem; Shigeru Katagiri (ICASSP, 1997)

Efficient normalization based upon GPD [generalized probabilistic descent]. - Eric A. Woudenberg; Alain Biem; Erik McDermott; Shigeru Katagiri (ICASSP, 1997)

Pattern recognition using discriminative feature extraction. - Alain Biem; Shigeru Katagiri; Biing-Hwang Juang (IEEE Trans. Signal Process., 1997)

Discriminative training for large vocabulary telephone-based name recognition. - Erik McDermott; Alain Biem; Seiichi Tenpaku; Shigeru Katagiri (ICASSP, 2000)

Minimum classification error training of hidden Markov models for handwriting recognition. - Alain Biem (ICASSP, 2001)

HMM topology optimization for handwriting recognition. - Danfeng Li; Alain Biem; Jayashree Subrahmonia (ICASSP, 2001)

An application of discriminative feature extraction to filter-bank-based speech recognition. - Alain Biem; Shigeru Katagiri; Erik McDermott; Biing-Hwang Juang (IEEE Trans. Speech Audio Process., 2001)

A Bayesian model selection criterion for HMM topology optimization. - Alain Biem; Jin-Young Ha; Jayashree Subrahmonia (ICASSP, 2002)

Minimum classification error training for online handwritten word recognition. - Alain Biem (IWFHR, 2002)

Optimizing features and models using the minimum classification error criterion. - Alain Biem (ICASSP (1), 2003)

Discriminative training of tied mixture density HMMs for online handwritten digit recognition. - Roongroj Nopsuwanchai; Alain Biem (ICASSP (2), 2003)

A Model Selection Criterion for Classification: Application to HMM Topology Optimization. - Alain Biem (ICDAR, 2003)

Prototype-based minimum error classifier for handwritten digits recognition. - Roongroj Nopsuwanchai; Alain Biem (ICASSP (5), 2004)

Dynamic Signature Verification Using Discriminative Training. - Gregory F. Russell; Jianying Hu; Alain Biem; Andre Heilper; Dmitry Markman (ICDAR, 2005)

Minimum Classification Error Training for Online Handwriting Recognition. - Alain Biem (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Maximization of Mutual Information for Offline Thai Handwriting Recognition. - Roongroj Nopsuwanchai; Alain Biem; W. F. Clocksin (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

A Value Network Model for Strategic Analysis. - Alain Biem; Nathan Caswell (HICSS, 2008)

Direction of Arrival estimation using single tripole radio antenna. - Lars K. S. Daldorff; Deepak S. Turaga; Olivier Verscheure; Alain Biem (ICASSP, 2009)

Elastic scaling of data parallel operators in stream processing. - Scott Schneider 001; Henrique Andrade; Bugra Gedik; Alain Biem; Kun-Lung Wu (IPDPS, 2009)

Semisupervised Least Squares Support Vector Machine. - Mathias M. Adankon; Mohamed Cheriet; Alain Biem (IEEE Trans. Neural Networks, 2009)

A streaming approach to radio astronomy imaging. - Alain Biem; Bruce G. Elmegreen; Olivier Verscheure; Deepak S. Turaga; Henrique Andrade; Tim Cornwell (ICASSP, 2010)

Body sensor data processing using stream computing. - Daby M. Sow; Alain Biem; Marion Blount; Maria Ebling; Olivier Verscheure (Multimedia Information Retrieval, 2010)

IBM infosphere streams for scalable, real-time, intelligent transportation services. - Alain Biem; Eric Bouillet; Hanhua Feng; Anand Ranganathan; Anton Riabov; Olivier Verscheure; Haris N. Koutsopoulos; Carlos Moran (SIGMOD Conference, 2010)

Real-Time Traffic Information Management using Stream Computing. - Alain Biem; Eric Bouillet; Hanhua Feng; Anand Ranganathan; Anton Riabov; Olivier Verscheure; Haris N. Koutsopoulos; Mahmood Rahmani; Baris Güç (IEEE Data Eng. Bull., 2010)

Data Provenance and Management in Radio Astronomy: A Stream Computing Approach - Mahmoud S. Mahmoud; Andrew Ensor; Alain Biem; Bruce G. Elmegreen; Sergei Gulyaev (CoRR, 2011)

Semisupervised Learning Using Bayesian Interpretation: Application to LS-SVM. - Mathias M. Adankon; Mohamed Cheriet; Alain Biem (IEEE Trans. Neural Networks, 2011)

An adaptive observation site selection strategy for road traffic data assimilation. - Shiming Yang; Konstantinos Kalpakis; Alain Biem (CTS@SIGSPATIAL, 2012)

Real-time analysis for short-term prognosis in intensive care. - Daby M. Sow; Jimeng Sun 001; Alain Biem; Jianying Hu; Marion Blount; Shahram Ebadollahi (IBM J. Res. Dev., 2012)

Spatio-temporal coupled Bayesian Robust Principal Component Analysis for road traffic event detection. - Shiming Yang; Konstantinos Kalpakis; Alain Biem (ITSC, 2013)

Real-time analysis and management of big time-series data. - Alain Biem; Hanhua Feng; Anton Riabov; Deepak S. Turaga (IBM J. Res. Dev., 2013)

Neural Networks: A Review. - Alain Biem (Data Classification: Algorithms and Applications, 2014)

Large Scale Discriminative Metric Learning. - Peter D. Kirchner; Matthias Böhm 001; Berthold Reinwald; Daby M. Sow; J. Michael Schmidt; Deepak S. Turaga; Alain Biem (IPDPS Workshops, 2014)

Detecting Road Traffic Events by Coupling Multiple Timeseries With a Nonparametric Bayesian Method. - Shiming Yang; Konstantinos Kalpakis; Alain Biem (IEEE Trans. Intell. Transp. Syst., 2014)

Towards Cognitive Automation of Data Science. - Alain Biem; Maria Butrico; Mark Feblowitz; Tim Klinger; Yuri Malitsky; Kenney Ng; Adam Perer; Chandra Reddy; Anton Riabov; Horst Samulowitz; Daby M. Sow; Gerald Tesauro; et al. (AAAI, 2015)

SOFIA: An Analytics Recommendation System. - Fatemeh Nargesian; Alain Biem; Prateek Jain 001; Srinivasan Parthasarathy 002; Deepak S. Turaga (ISWC (Posters & Demos), 2015)

Temporal Multi-View Inconsistency Detection for Network Traffic Analysis. - Houping Xiao; Jing Gao 004; Deepak S. Turaga; Long H. Vu; Alain Biem (WWW (Companion Volume), 2015)

Growing cumulative activity of major tropical cyclones: Detection, attribution, and projections. - Yuri A. Katz; Alain Biem (Commun. Nonlinear Sci. Numer. Simul., 2022)