Tin Kam Ho

According to our database1, Tin Kam Ho authored at least 84 papers between 1992 and 2020.

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Bibliography

2020
Special issue on recent advances in statistical, structural and syntactic pattern recognition.
Pattern Recognit. Lett., 2020

Iterative Data Programming for Expanding Text Classification Corpora.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity.
ACM Comput. Surv., 2019

Bootstrapping Conversational Agents with Weak Supervision.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Classifier Recommendation Using Data Complexity Measures.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
A Sparse Coding Approach to Household Electricity Demand Forecasting in Smart Grids.
IEEE Trans. Smart Grid, 2017

2016
Concept Evolution Modeling Using Semantic Vectors.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Mitigating Mimicry Attacks Against the Session Initiation Protocol.
IEEE Trans. Netw. Serv. Manag., 2015

Design of the 2015 ChaLearn AutoML challenge.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Motion feature filtering for event detection in crowded scenes.
Pattern Recognit. Lett., 2014

Probabilistic Radio-Frequency Fingerprinting and Localization on the Run.
Bell Labs Tech. J., 2014

Demand Forecasting in Smart Grids.
Bell Labs Tech. J., 2014

Overview.
Bell Labs Tech. J., 2014

A Multi-Layer Dynamic Model for Customer Experience Analytics.
Bell Labs Tech. J., 2014

Pose Invariant Activity Classification for Multi-floor Indoor Localization.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Building Optimal Radio-Frequency Signal Maps.
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.
Pattern Recognit., 2013

SignalSLAM: Simultaneous localization and mapping with mixed WiFi, Bluetooth, LTE and magnetic signals.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2013

2012
Probability kernel regression for WiFi localisation.
J. Locat. Based Serv., 2012

Public Space Behavior Modeling With Video and Sensor Analytics.
Bell Labs Tech. J., 2012

Depth camera SLAM on a low-cost WiFi mapping robot.
Proceedings of the 2012 IEEE International Conference on Technologies for Practical Robot Applications, 2012

Improving cross-validation based classifier selection using meta-learning.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

On using multiple classifier systems for Session Initiation Protocol (SIP) anomaly detection.
Proceedings of IEEE International Conference on Communications, 2012

2011
Statistical Analysis of Self-Similar Session Initiation Protocol (SIP) Messages for Anomaly Detection.
Proceedings of the 4th IFIP International Conference on New Technologies, 2011

KL-divergence kernel regression for non-Gaussian fingerprint based localization.
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.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010
Model-Based Anomaly Detection for a Transparent Optical Transmission System.
Proceedings of the Algorithms for Next Generation Networks, 2010

A diagnostic tool for Raman amplification in ultra-long-haul networks.
Bell Labs Tech. J., 2010

The Landscape Contest at ICPR 2010.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009
An Online Mechanism for BGP Instability Detection and Analysis.
IEEE Trans. Computers, 2009

Opportunities for automated inference with data in tomorrow's communication networks and services.
Bell Labs Tech. J., 2009

2008
Intuitive network applications: Learning user context and behavior.
Bell Labs Tech. J., 2008

Data Complexity Analysis: Linkage between Context and Solution in Classification.
Proceedings of the Structural, 2008

Mobile User Profile Acquisition through Network Observables and Explicit User Queries.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Generating hypotheses of trends in high-dimensional data skeletons.
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.
J. Comput., 2007

2006
Recent submissions in linear dimensionality reduction and face recognition.
Pattern Recognit. Lett., 2006

Symmetries from Uniform Space Covering in Stochastic Discrimination.
Proceedings of the Structural, 2006

Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination.
Proceedings of the 2006 International Conference on Data Mining, 2006

Exploratory Analysis System for Semi-structured Engineering Logs.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

A Statistical Approach to Anomaly Detection in Interdomain Routing.
Proceedings of the 3rd International Conference on Broadband Communications, 2006

2005
Domain of competence of XCS classifier system in complexity measurement space.
IEEE Trans. Evol. Comput., 2005

Editorial.
Pattern Recognit. Lett., 2005

Article retraction: Least-squares fitting for deformable superquadric model based on orthogonal distance.
Pattern Recognit. Lett., 2005

Simulation of power evolution and control dynamics in optical transport systems.
Bell Labs Tech. J., 2005

2004
A Numerical Example on the Principles of Stochastic Discrimination
CoRR, 2004

Geometrical Complexity of Classification Problems
CoRR, 2004

On Classifier Domains of Competence.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Interactive Tools for Pattern Discovery.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
SEQUIN: An SNMP-based MPLS network monitoring system.
Bell Labs Tech. J., 2003

2002
Complexity Measures of Supervised Classification Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Data Complexity Analysis of Comparative Advantages of Decision Forest Constructors.
Pattern Anal. Appl., 2002

Uniformity Testing Using Minimal Spanning Tree.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Exploratory Analysis of Point Proximity in Subspaces.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Data Complexity Analysis for Classifier Combination.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Exploration of Contextual Constraints for Character Pre-Classification.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
Stop word location and identification for adaptive text recognition.
Int. J. Document Anal. Recognit., 2000

Complexity of Classification Problems and Comparative Advantages of Combined Classifiers.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

OCR with No Shape Training.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Measuring the Complexity of Classification Problems.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Evaluation of decision forests on text categorization.
Proceedings of the Document Recognition and Retrieval VII, 2000

1999
The learning behavior of single neuron classifiers on linearly separable or nonseparable input.
Proceedings of the International Joint Conference Neural Networks, 1999

Fast Identification of Stop Words for Font Learning and Keyword Spotting.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
The Random Subspace Method for Constructing Decision Forests.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Pattern Classification with Compact Distribution Maps.
Comput. Vis. Image Underst., 1998

Nearest Neighbors in Random Subspaces.
Proceedings of the Advances in Pattern Recognition, 1998

Bootstrapping text recognition from stop words.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

C4.5 decision forests.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Large-Scale Simulation Studies in Image Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Enhancing Degraded Document Images via Bitmap Clustering and Averaging.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

1996
Building projectable classifiers of arbitrary complexity.
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.
Proceedings of the Document Analysis Systems II, 1996

Adaptive Coordination of Multiple Classifiers.
Proceedings of the Document Analysis Systems II, 1996

1995
Random decision forests.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Selection of image features for distribution-map classifiers.
Proceedings of the Document Recognition II, San Jose, CA, USA, February 5, 1995, 1995

1994
Decision Combination in Multiple Classifier Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Estimating the intrinsic difficulty of a recognition problem.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

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

Recognition of handwritten digits by combining independent learning vector quantizations.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
A word shape analysis approach to lexicon based word recognition.
Pattern Recognit. Lett., 1992

A computational model for recognition of multifont word images.
Mach. Vis. Appl., 1992

A hypothesis testing approach to word recognition using dynamic feature selection.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

World image matching as a technique for degraded text recognition.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

On multiple classifier systems for pattern recognition.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992


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