Tin Kam Ho

Yen-Fu Luo

Rodrigo Capobianco Guido

IEEE Signal Process. Mag., 2022

Interpretability, Reproducibility, and Replicability [From the Guest Editors].

[BibT_eX]

[DOI]

Tülay Adali

Rodrigo Capobianco Guido

Klaus-Robert Müller

Stephen C. Strother

IEEE Signal Process. Mag., 2022

Complexity of Representations in Deep Learning.

[BibT_eX]

[DOI]

Marcílio Carlos Pereira de Souto

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2020

Special issue on recent advances in statistical, structural and syntactic pattern recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Iterative Data Programming for Expanding Text Classification Corpora.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity.

[BibT_eX]

[DOI]

Ana Carolina Lorena

Luís Paulo F. Garcia

Jens Lehmann

ACM Comput. Surv., 2019

Bootstrapping Conversational Agents with Weak Supervision.

[BibT_eX]

[DOI]

Manikandan Gurusankar

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Classifier Recommendation Using Data Complexity Measures.

[BibT_eX]

[DOI]

Luís Paulo F. Garcia

Ana Carolina Lorena

Marcilio C. P. de Souto

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

A Sparse Coding Approach to Household Electricity Demand Forecasting in Smart Grids.

[BibT_eX]

[DOI]

Chun-Nam Yu

IEEE Trans. Smart Grid, 2017

2016

Concept Evolution Modeling Using Semantic Vectors.

[BibT_eX]

[DOI]

Luis A. Lastras

Oded Shmueli

Proceedings of the 25th International Conference on World Wide Web, 2016

2015

Mitigating Mimicry Attacks Against the Session Initiation Protocol.

[BibT_eX]

[DOI]

Flavia Sancier-Barbosa

IEEE Trans. Netw. Serv. Manag., 2015

Design of the 2015 ChaLearn AutoML challenge.

[BibT_eX]

[DOI]

Alexander R. Statnikov

Evelyne Viegas

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Motion feature filtering for event detection in crowded scenes.

[BibT_eX]

[DOI]

Lawrence O'Gorman

Yafeng Yin

Pattern Recognit. Lett., 2014

Probabilistic Radio-Frequency Fingerprinting and Localization on the Run.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2014

Demand Forecasting in Smart Grids.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2014

Overview.

[BibT_eX]

[DOI]

Philippe Jacquet

Bell Labs Tech. J., 2014

A Multi-Layer Dynamic Model for Customer Experience Analytics.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2014

Pose Invariant Activity Classification for Multi-floor Indoor Localization.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Building Optimal Radio-Frequency Signal Maps.

[BibT_eX]

[DOI]

Philip Whiting

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Learner excellence biased by data set selection: A case for data characterisation and artificial data sets.

[BibT_eX]

[DOI]

Núria Macià

Ester Bernadó-Mansilla

Albert Orriols-Puig

Pattern Recognit., 2013

SignalSLAM: Simultaneous localization and mapping with mixed WiFi, Bluetooth, LTE and magnetic signals.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2013

2012

Probability kernel regression for WiFi localisation.

[BibT_eX]

[DOI]

Philip Whiting

Harald Steck

Ravishankar Palaniappan

Michael MacDonald

Detlef Hartmann

J. Locat. Based Serv., 2012

Public Space Behavior Modeling With Video and Sensor Analytics.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2012

Depth camera SLAM on a low-cost WiFi mapping robot.

[BibT_eX]

[DOI]

Ravishankar Palaniappan

Proceedings of the 2012 IEEE International Conference on Technologies for Practical Robot Applications, 2012

Improving cross-validation based classifier selection using meta-learning.

[BibT_eX]

[DOI]

Jesse H. Krijthe

Marco Loog

Proceedings of the 21st International Conference on Pattern Recognition, 2012

On using multiple classifier systems for Session Initiation Protocol (SIP) anomaly detection.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

Statistical Analysis of Self-Similar Session Initiation Protocol (SIP) Messages for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 4th IFIP International Conference on New Technologies, 2011

KL-divergence kernel regression for non-Gaussian fingerprint based localization.

[BibT_eX]

[DOI]

Harald Steck

Philip Whiting

Ravishankar Palaniappan

Michael MacDonald

Ramanarayanan Viswanathan

Proceedings of the 2011 International Conference on Indoor Positioning and Indoor Navigation, 2011

On the inefficacy of Euclidean classifiers for detecting self-similar Session Initiation Protocol (SIP) messages.

[BibT_eX]

[DOI]

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010

Model-Based Anomaly Detection for a Transparent Optical Transmission System.

[BibT_eX]

[DOI]

Proceedings of the Algorithms for Next Generation Networks, 2010

A diagnostic tool for Raman amplification in ultra-long-haul networks.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2010

The Landscape Contest at ICPR 2010.

[BibT_eX]

[DOI]

Núria Macià

Albert Orriols-Puig

Ester Bernadó-Mansilla

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009

An Online Mechanism for BGP Instability Detection and Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2009

Opportunities for automated inference with data in tomorrow's communication networks and services.

[BibT_eX]

[DOI]

Thomas Bengtsson

Bell Labs Tech. J., 2009

2008

Intuitive network applications: Learning user context and behavior.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2008

Data Complexity Analysis: Linkage between Context and Solution in Classification.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

Mobile User Profile Acquisition through Network Observables and Explicit User Queries.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Generating hypotheses of trends in high-dimensional data skeletons.

[BibT_eX]

[DOI]

Chandan K. Reddy

Snehal Pokharkar

Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008

2007

Intuitive Network Applications: Learning for Personalized Converged Services Involving Social Networks.

[BibT_eX]

[DOI]

J. Comput., 2007

2006

Recent submissions in linear dimensionality reduction and face recognition.

[BibT_eX]

[DOI]

Robert P. W. Duin

Marco Loog

Pattern Recognit. Lett., 2006

Symmetries from Uniform Space Covering in Stochastic Discrimination.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

Class Separability in Spaces Reduced By Feature Selection.

[BibT_eX]

[DOI]

Erinija Pranckeviciene

Ray L. Somorjai

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination.

[BibT_eX]

Iryna Skrypnyk

Proceedings of the 2006 International Conference on Data Mining, 2006

Exploratory Analysis System for Semi-structured Engineering Logs.

[BibT_eX]

[DOI]

Michael Flaster

Bruce Hillyer

Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

A Statistical Approach to Anomaly Detection in Interdomain Routing.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Broadband Communications, 2006

2005

Domain of competence of XCS classifier system in complexity measurement space.

[BibT_eX]

[DOI]

Ester Bernadó-Mansilla

IEEE Trans. Evol. Comput., 2005

Editorial.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

Article retraction: Least-squares fitting for deformable superquadric model based on orthogonal distance.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

Simulation of power evolution and control dynamics in optical transport systems.

[BibT_eX]

[DOI]

Bell Labs Tech. J., 2005

2004

A Numerical Example on the Principles of Stochastic Discrimination

[BibT_eX]

[DOI]

CoRR, 2004

Geometrical Complexity of Classification Problems

[BibT_eX]

[DOI]

CoRR, 2004

On Classifier Domains of Competence.

[BibT_eX]

[DOI]

Ester Bernadó i Mansilla

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Interactive Tools for Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

SEQUIN: An SNMP-based MPLS network monitoring system.

[BibT_eX]

[DOI]

Yansong (Jennifer) Ren

Sanjoy Paul

Bell Labs Tech. J., 2003

2002

Complexity Measures of Supervised Classification Problems.

[BibT_eX]

[DOI]

Mitra Basu

IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Data Complexity Analysis of Comparative Advantages of Decision Forest Constructors.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2002

Uniformity Testing Using Minimal Spanning Tree.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Exploratory Analysis of Point Proximity in Subspaces.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Data Complexity Analysis for Classifier Combination.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Exploration of Contextual Constraints for Character Pre-Classification.

[BibT_eX]

[DOI]

George Nagy

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000

Stop word location and identification for adaptive text recognition.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2000

Complexity of Classification Problems and Comparative Advantages of Combined Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

OCR with No Shape Training.

[BibT_eX]

[DOI]

George Nagy

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Measuring the Complexity of Classification Problems.

[BibT_eX]

[DOI]

Mitra Basu

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Evaluation of decision forests on text categorization.

[BibT_eX]

[DOI]

Hao Chen

Proceedings of the Document Recognition and Retrieval VII, 2000

1999

The learning behavior of single neuron classifiers on linearly separable or nonseparable input.

[BibT_eX]

[DOI]

Mitra Basu

Proceedings of the International Joint Conference Neural Networks, 1999

Fast Identification of Stop Words for Font Learning and Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

The Random Subspace Method for Constructing Decision Forests.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1998

Pattern Classification with Compact Distribution Maps.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 1998

Nearest Neighbors in Random Subspaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 1998

Bootstrapping text recognition from stop words.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

C4.5 decision forests.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Large-Scale Simulation Studies in Image Pattern Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Enhancing Degraded Document Images via Bitmap Clustering and Averaging.

[BibT_eX]

[DOI]

John D. Hobby

Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

1996

Building projectable classifiers of arbitrary complexity.

[BibT_eX]

[DOI]

Eugene M. Kleinberg

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Commercial Exploitation of OCR and Document Analysis Systems Technology: Market and User Requirements: das'96 Working Group Report.

[BibT_eX]

[DOI]

Stefan Knerr

Proceedings of the Document Analysis Systems II, 1996

Adaptive Coordination of Multiple Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems II, 1996

1995

Random decision forests.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Selection of image features for distribution-map classifiers.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition II, San Jose, CA, USA, February 5, 1995, 1995

1994

Decision Combination in Multiple Classifier Systems.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1994

Estimating the intrinsic difficulty of a recognition problem.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993

Perfect metrics.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Recognition of handwritten digits by combining independent learning vector quantizations.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992

A word shape analysis approach to lexicon based word recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1992

A computational model for recognition of multifont word images.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 1992

A hypothesis testing approach to word recognition using dynamic feature selection.

[BibT_eX]

[DOI]

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

World image matching as a technique for degraded text recognition.

[BibT_eX]

[DOI]

Siamak Khoubyari

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

On multiple classifier systems for pattern recognition.

[BibT_eX]

[DOI]