Citation Impact
Citing Papers
WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas
2017 Standout
A general and simple method for obtaining R 2 from generalized linear mixed‐effects models
2012 Standout
Why Does Unsupervised Pre-training Help Deep Learning?
2010
A neural network-based estimate of the seasonal to inter-annual variability of the Atlantic Ocean carbon sink
2013
Neural networks in geophysical applications
2000
Metalearning and neuromodulation
2002
Object Detection with Discriminatively Trained Part-Based Models
2009 Standout
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
2012 Standout
Quantum machine learning
2017 StandoutNature
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
The free-energy principle: a unified brain theory?
2010 Standout
Albumin–drug interaction and its clinical implication
2013 Standout
EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
2004 Standout
Machine learning for molecular and materials science
2018 StandoutNature
Experimentally optimal ν in support vector regression for different noise models and parameter settings
2003
Finding Density Functionals with Machine Learning
2012
The WU-Minn Human Connectome Project: An overview
2013 Standout
Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
2005 Standout
Structure optimization of neural networks with the A*-algorithm
1997
Artifact Removal in Magnetoencephalogram Background Activity With Independent Component Analysis
2007
The connection between regularization operators and support vector kernels
1998
Robust enumeration of cell subsets from tissue expression profiles
2015 Standout
Discovering Neural Nets with Low Kolmogorov Complexity and High Generalization Capability
1997
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Representation Learning: A Review and New Perspectives
2013 Standout
Neuroscience-Inspired Artificial Intelligence
2017 StandoutNobel
Artifact reduction in magnetoneurography based on time-delayed second-order correlations
2000
More than 75 percent decline over 27 years in total flying insect biomass in protected areas
2017 Standout
A general approach for predicting the behavior of the Supreme Court of the United States
2017 Standout
Deep learning in neural networks: An overview
2014 Standout
Generalized linear mixed models: a practical guide for ecology and evolution
2009 Standout
Flat Minima
1997
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2017 Standout
Pushing the frontiers of density functionals by solving the fractional electron problem
2021 StandoutScienceNobel
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Understanding the behaviour and optimising the performance of back-propagation neural networks: an empirical study
1998
Learning from Imbalanced Data
2009 Standout
Fast Curvature Matrix-Vector Products for Second-Order Gradient Descent
2002
Deep learning with coherent nanophotonic circuits
2017 Standout
A review on applications of ANN and SVM for building electrical energy consumption forecasting
2014 Standout
Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams
2012
On a Class of Support Vector Kernels Based on Frames in Function Hilbert Spaces
2001
Usefulness of coadministration of bucolome in warfarin therapy: pharmacokinetic and pharmacodynamic analysis using outpatient prescriptions
2005
Forecasting with artificial neural networks:
1998 Standout
Pegasos: primal estimated sub-gradient solver for SVM
2010
A tutorial on support vector regression
2004 Standout
Learning on the border
2007
Reducing the Dimensionality of Data with Neural Networks
2006 StandoutScienceNobel
Discussion on the paper by Spiegelhalter, Best, Carlin and van der Linde
2002 Standout
A review of data-driven building energy consumption prediction studies
2017 Standout
Multimodel Inference
2004 Standout
A Tutorial on Support Vector Machines for Pattern Recognition
1998 Standout
A survey on Image Data Augmentation for Deep Learning
2019 Standout
Predicting the Behavior of the Supreme Court of the United States: A General Approach
2014
The PRISMA Extension Statement for Reporting of Systematic Reviews Incorporating Network Meta-analyses of Health Care Interventions: Checklist and Explanations
2015 Standout
LIBSVM
2011 Standout
Machine Learning Methods That Economists Should Know About
2019 StandoutNobel
Parallel Cortico-Basal Ganglia Mechanisms for Acquisition and Execution of Visuomotor Sequences—A Computational Approach
2001
Replicator Neural Networks for Universal Optimal Source Coding
1995 Science
A Global Geometric Framework for Nonlinear Dimensionality Reduction
2000 StandoutScience
On a Kernel-Based Method for Pattern Recognition, Regression, Approximation, and Operator Inversion
1998
How to Tell When Simpler, More Unified, or LessAd HocTheories will Provide More Accurate Predictions
1994
Using recurrent neural networks to optimize dynamical decoupling for quantum memory
2017
A hybrid model approach for forecasting future residential electricity consumption
2015
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
2006 Standout
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
1998 Standout
Prediction Intervals for Artificial Neural Networks
1997
On representing chemical environments
2013 Standout
brms: An R Package for Bayesian Multilevel Models Using Stan
2017 Standout
Bayesian model assessment and selection using expected utilities
2001
Performance measurement in blind audio source separation
2006 Standout
Neural Networks and Related Methods for Classification
1994
New Support Vector Algorithms
2000 Standout
An Assessment of Methods and Remote-Sensing Derived Covariates for Regional Predictions of 1 km Daily Maximum Air Temperature
2014
Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error
2017
The effect of internal parameters and geometry on the performance of back-propagation neural networks: an empirical study
1998
Energy models for demand forecasting—A review
2011 Standout
Strictly Proper Scoring Rules, Prediction, and Estimation
2007 Standout
A unifying information-theoretic framework for independent component analysis
2000
An introduction to kernel-based learning algorithms
2001 Standout
Risks and Benefits of Combined Use of Bucolome and Warfarin in Anticoagulation Therapy
2010
Natural Gradient Works Efficiently in Learning
1998
Medium term system load forecasting with a dynamic artificial neural network model
2005
Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications
2000 Standout
Works of Noboru Murata being referenced
On-Line Learning in Neural Networks
1999
On-line learning in changing environments with applications in supervised and unsupervised learning
2002
Asymptotic statistical theory of overtraining and cross-validation
1997
A robust approach to independent component analysis of signals with high-level noise measurements
2003
Network information criterion-determining the number of hidden units for an artificial neural network model
1994
A Numerical Study on Learning Curves in Stochastic Multilayer Feedforward Networks
1996
Sequential Extraction of Minor Components
2001
A Versatile Clustering Method for Electricity Consumption Pattern Analysis in Households
2013
Statistical Theory of Learning Curves under Entropic Loss Criterion
1993
An approach to blind source separation based on temporal structure of speech signals
2001
Adaptive On-line Learning in Changing Environments
1996
Statistical analysis of learning dynamics
1999
Pharmacokinetic Interaction between Warfarin and a Uricosuric Agent, Bucolome: Application of In Vitro Approaches to Predicting In Vivo Reduction of (S)-Warfarin Clearance
1999