Standout Papers
Citation Impact
Citing Papers
Examples are not enough, learn to criticize! Criticism for Interpretability
2016
Visualizing Data using t-SNE
2008 StandoutNobel
Probability Estimates for Multi-class Classification by Pairwise Coupling
2004
Online Ensemble Learning
2000
Semi-supervised learning using Gaussian fields and harmonic functions
2003 Standout
Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions
2003
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification
2014
Recognizing Handwritten Digits Using Mixtures of Linear Models
1994 StandoutNobel
Stochastic Neighbor Embedding
2002 StandoutNobel
Differential expression analysis for sequence count data
2010 Standout
Brain–computer interfaces for communication and control
2002 Standout
Sparse Subspace Clustering: Algorithm, Theory, and Applications
2013 Standout
A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis
2004
A Novel Connectionist System for Unconstrained Handwriting Recognition
2009 Standout
Modeling the manifolds of images of handwritten digits
1997 StandoutNobel
Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration
2009 Standout
Point Set Registration: Coherent Point Drift
2010 Standout
Random Walks for Image Segmentation
2006 Standout
Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
2005 Standout
Performance-Based Classifier Combination in Atlas-Based Image Segmentation Using Expectation-Maximization Parameter Estimation
2004
A theoretical and experimental analysis of linear combiners for multiple classifier systems
2005
Extreme Learning Machine for Regression and Multiclass Classification
2011 Standout
Filterbank-based fingerprint matching
2000 Standout
How machine learning can help select capping layers to suppress perovskite degradation
2020 StandoutNobel
Face recognition using artificial neural network group-based adaptive tolerance (GAT) trees
1996
Representation Learning: A Review and New Perspectives
2013 Standout
Offline grammar-based recognition of handwritten sentences
2006
Simultaneous Truth and Performance Level Estimation (STAPLE): An Algorithm for the Validation of Image Segmentation
2004
Switching between selection and fusion in combining classifiers: an experiment
2002
Content-based image retrieval at the end of the early years
2000 Standout
The IAM-database: an English sentence database for offline handwriting recognition
2002 Standout
Random Forests
2001 Standout
A method of combining multiple experts for the recognition of unconstrained handwritten numerals
1995
Ensemble based systems in decision making
2006 Standout
Speaker identification by combining multiple classifiers using Dempster–Shafer theory of evidence
2003
The Helmholtz Machine
1995 StandoutNobel
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Biometrics: A Tool for Information Security
2006 Standout
Extremely randomized trees
2006 Standout
Handwritten word recognition using segmentation-free hidden Markov modeling and segmentation-based dynamic programming techniques
1996
Neural network-based face detection
1998 Standout
Combining multiple matchers for a high security fingerprint verification system
1999
Joint induction of shape features and tree classifiers
1997
Multibiometric systems
2004
A Comprehensive Survey on Transfer Learning
2020 Standout
Knowledge integration in a multiple classifier system
1996
Optimal combinations of pattern classifiers
1995
Using generative models for handwritten digit recognition
1996 StandoutNobel
Mixtures of Probabilistic Principal Component Analyzers
1999
Application of majority voting to pattern recognition: an analysis of its behavior and performance
1997
LIBSVM
2011 Standout
Survey on speech emotion recognition: Features, classification schemes, and databases
2010 Standout
Robust Object Tracking with Online Multiple Instance Learning
2010 Standout
Learning from Labeled and Unlabeled Data with Label Propagation
2002
Shape matching and object recognition using shape contexts
2002 Standout
Mean shift: a robust approach toward feature space analysis
2002 Standout
A tutorial on human activity recognition using body-worn inertial sensors
2014 Standout
Statistical pattern recognition: a review
2000 Standout
Human-level concept learning through probabilistic program induction
2015 StandoutScience
The random subspace method for constructing decision forests
1998 Standout
On combining classifiers
1998 Standout
An Introduction to Biometric Recognition
2004 Standout
Decision-level fusion in fingerprint verification
2002
SMOTE: Synthetic Minority Over-sampling Technique
2002 Standout
Strategies for combining classifiers employing shared and distinct pattern representations
1997
Off-line, handwritten numeral recognition by perturbation method
1997
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning
2018 Standout
Information fusion in biometrics
2003 Standout
Score normalization in multimodal biometric systems
2005 Standout
Online and off-line handwriting recognition: a comprehensive survey
2000 Standout
A survey on off-line Cursive Word Recognition
2002
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
1998 Standout
Investigations into resting-state connectivity using independent component analysis
2005 Standout
Recent advances in convolutional neural networks
2017 Standout
A lexicon driven approach to handwritten word recognition for real-time applications
1997
Experimental evaluation of expert fusion strategies
1999
Data Mining: Practical Machine Learning Tools and Techniques
2011 Standout
Combining Pattern Classifiers: Methods and Algorithms
2005 Standout
On fusers that perform better than best sensor
2001
Fusion of handwritten word classifiers
1996
An efficient k-means clustering algorithm: analysis and implementation
2002 Standout
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation
2019
A review of feature selection techniques in bioinformatics
2007 Standout
Unsupervised Learning of Image Manifolds by Semidefinite Programming
2006
Combining classifiers: A theoretical framework
1998
Combination of multiple classifiers using local accuracy estimates
1997
Unsupervised Domain Adaptation With Label and Structural Consistency
2016
Works of J.J. Hull being referenced
Control structure for interpreting handwritten addresses
1994
Incorporating language syntax in visual text recognition with a statistical model
1996
Decision combination in multiple classifier systems
1994
A database for handwritten text recognition research
1994 Standout