Machine learning (Page 1)

scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions

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Papers in this category: 3 171 073 Current Page: 1 / 100

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DOI: 10.1109/msp.2012.2205597

2012

Cited 8323 times

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

DOI: 10.1002/1098-240x(200008)23:4<334::aid-nur9>3.0.co;2-g

2000

Cited 8308 times

Whatever happened to qualitative description?

DOI: 10.1038/nmeth.4285

2017

Cited 8164 times

ModelFinder: fast model selection for accurate phylogenetic estimates

DOI: 10.1016/j.media.2017.07.005

2017

Cited 8151 times

A survey on deep learning in medical image analysis

DOI: 10.1145/1541880.1541882

2009

Cited 8128 times

Anomaly detection

DOI: 10.1037/h0042519

1958

Cited 8110 times

The perceptron: A probabilistic model for information storage and organization in the brain.

DOI: 10.2307/1251446

1988

Cited 8101 times

Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence

DOI: 10.1109/tpami.2005.159

2005

Cited 8099 times

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

DOI: 10.1002/(sici)1097-0258(19960229)15:4<361::aid-sim168>3.0.co;2-4

1996

Cited 8074 times

MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS

DOI: 10.1145/130385.130401

1992

Cited 7948 times

A training algorithm for optimal margin classifiers

DOI: 10.13031/2013.23153

2007

Cited 7946 times

Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations

DOI: 10.1186/1471-2105-12-77

2011

Cited 7939 times

pROC: an open-source package for R and S+ to analyze and compare ROC curves

MAG: 2095705004

2014

Cited 7880 times

Dropout: a simple way to prevent neural networks from overfitting

DOI: 10.1109/4235.985692

2002

Cited 7676 times

The particle swarm - explosion, stability, and convergence in a multidimensional complex space

DOI: 10.1007/bf00116251

1986

Cited 7631 times

Induction of decision trees

DOI: 10.1016/s0004-3702(97)00043-x

1997

Cited 7560 times

Wrappers for feature subset selection

DOI: 10.1126/science.3287615

1988

Cited 7477 times

Measuring the Accuracy of Diagnostic Systems

DOI: 10.1007/978-3-319-10590-1_53

2014

Cited 7460 times

Visualizing and Understanding Convolutional Networks

DOI: 10.1109/72.80202

1990

Cited 7423 times

Identification and control of dynamical systems using neural networks

DOI: 10.1016/s0169-7439(01)00155-1

2001

Cited 7390 times

PLS-regression: a basic tool of chemometrics

DOI: 10.1145/2939672.2939754

Competitive Advantage: Creating and Sustaining Superior Performance

DOI: 10.1016/s0005-1098(99)00214-9

2000

Cited 7366 times

Constrained model predictive control: Stability and optimality

DOI: 10.1017/cbo9780511806384

2002

Cited 7336 times

Experimental Design and Data Analysis for Biologists

DOI: 10.1198/016214501753382273

2001

Cited 7284 times

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

DOI: 10.1109/cvpr.2016.350

2016

Cited 7210 times

The Cityscapes Dataset for Semantic Urban Scene Understanding

DOI: 10.1145/505282.505283

2002

Cited 7038 times

Machine learning in automated text categorization

DOI: 10.1108/02683940710733115

2007

Cited 7029 times

The Job Demands‐Resources model: state of the art

DOI: 10.1016/c2009-0-19715-5

2011

Cited 7018 times

Data Mining: Practical Machine Learning Tools and Techniques

DOI: 10.1111/j.2006.0906-7590.04596.x

2006

Cited 6993 times

Novel methods improve prediction of species’ distributions from occurrence data

MAG: 2159080219

1988

Cited 6969 times

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

DOI: 10.1177/1098214005283748

2006

Cited 6927 times

A General Inductive Approach for Analyzing Qualitative Evaluation Data

MAG: 2949117887

2015

Cited 6856 times

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

DOI: 10.1086/261385

1986

Cited 6849 times

Large Shareholders and Corporate Control

MAG: 1516534262

2009

Cited 6819 times

Qualitative Research: A Guide to Design and Implementation

DOI: 10.1016/s0048-7333(97)80234-x

1997

Cited 6809 times

The Knowledge-creating company: How Japanese companies create the dynamics of innovation

DOI: 10.1016/j.patrec.2009.09.011

2010

Cited 6791 times

Data clustering: 50 years beyond K-means

DOI: 10.1093/bioinformatics/bty191

2018

Cited 6791 times

Minimap2: pairwise alignment for nucleotide sequences

DOI: 10.1016/j.tree.2008.10.008

2009

Cited 6751 times

Generalized linear mixed models: a practical guide for ecology and evolution

DOI: 10.1109/massp.1987.1165576

1987

Cited 6718 times

An introduction to computing with neural nets

DOI: 10.1016/s0025-5564(02)00108-6

2002

Cited 6689 times

Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission

DOI: 10.1108/ebr-11-2018-0203

2019

Cited 6608 times

When to use and how to report the results of PLS-SEM

DOI: 10.1006/cviu.1995.1004

1995

Cited 6605 times

Active Shape Models-Their Training and Application

DOI: 10.1109/78.650093

1997

Cited 6570 times

Bidirectional recurrent neural networks

DOI: 10.1109/cvpr.2017.634

2017

Cited 6553 times

Aggregated Residual Transformations for Deep Neural Networks

DOI: 10.1145/2623330.2623732

2014

Cited 6493 times

DeepWalk

DOI: 10.1080/02699939208411068

1992

Cited 6445 times

An argument for basic emotions

DOI: 10.1016/j.neuroimage.2006.01.015

2006

Cited 6416 times

User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability

DOI: 10.1021/acs.jctc.5b00255

2015

Cited 6409 times

ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB

DOI: 10.1613/jair.301

1996

Cited 6325 times

Reinforcement Learning: A Survey

DOI: 10.1038/nature24270

2017

Cited 6301 times

Mastering the game of Go without human knowledge

DOI: 10.1111/j.1467-9868.2005.00532.x

2005

Cited 6299 times

Model Selection and Estimation in Regression with Grouped Variables

MAG: 2125055259

1992

Cited 6286 times

C4.5: Programs for Machine Learning

DOI: 10.1016/j.neuroimage.2011.10.018

2012

Cited 6247 times

Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

DOI: 10.1016/0065-2571(84)90007-4

1984

Cited 6232 times

Quantitative analysis of dose-effect relationships: the combined effects of multiple drugs or enzyme inhibitors

DOI: 10.1093/bioinformatics/bts565

2012

Cited 6200 times

CD-HIT: accelerated for clustering the next-generation sequencing data

DOI: 10.1177/002224299405800302

1994

Cited 6179 times

The Commitment-Trust Theory of Relationship Marketing

DOI: 10.18653/v1/d15-1166

2015

Cited 6173 times

Effective Approaches to Attention-based Neural Machine Translation

MAG: 2147880316

2001

Cited 6170 times

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

DOI: 10.1016/0034-4257(91)90048-b

1991

Cited 6117 times

A review of assessing the accuracy of classifications of remotely sensed data

DOI: 10.1109/72.279181

1994

Cited 6095 times

Learning long-term dependencies with gradient descent is difficult

MAG: 1639032689

1988

Cited 6080 times

Genetic algorithms in search, optimization, and machine learning

DOI: 10.1002/sim.4067

2010

Cited 6077 times

Multiple imputation using chained equations: Issues and guidance for practice

DOI: 10.1038/35052073

2001

Cited 6058 times

Untangling the ErbB signalling network

DOI: 10.1109/tpami.1979.4766909

1979

Cited 6051 times

A Cluster Separation Measure

DOI: 10.1109/tkde.2008.239

2009

Cited 6000 times

Learning from Imbalanced Data

DOI: 10.1073/pnas.81.10.3088

1984

Cited 5997 times

Neurons with graded response have collective computational properties like those of two-state neurons.

DOI: 10.1016/j.jmb.2004.05.028

2004

Cited 5986 times

Improved Prediction of Signal Peptides: SignalP 3.0

DOI: 10.1109/iccv.2015.510

2015

Cited 5958 times

Learning Spatiotemporal Features with 3D Convolutional Networks

MAG: 2097360283

2010

Cited 5926 times

Regularization Paths for Generalized Linear Models via Coordinate Descent.

DOI: 10.7551/mitpress/3927.001.0001

1998

Cited 5888 times

An Introduction to Genetic Algorithms

DOI: 10.1111/j.1600-0587.2012.07348.x

2012

Cited 5883 times

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

DOI: 10.3233/efi-2004-22201

2004

Cited 5882 times

Strategies for ensuring trustworthiness in qualitative research projects

DOI: 10.3115/1118693.1118704

2002

Cited 5841 times

Thumbs up?

DOI: 10.1093/clinchem/39.4.561

1993

Cited 5830 times

Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine

DOI: 10.1016/0021-9991(79)90145-1

1979

Cited 5816 times

Towards the ultimate conservative difference scheme. V. A second-order sequel to Godunov's method

DOI: 10.3102/00346543045001089

1975

Cited 5798 times

Dropout from Higher Education: A Theoretical Synthesis of Recent Research

DOI: 10.1016/0048-7333(86)90027-2

1986

Cited 5791 times

Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy

DOI: 10.1017/cbo9780511811241

2005

Cited 5787 times

Microeconometrics

DOI: 10.1023/a:1022643204877

1986

Cited 5749 times

DOI: 10.1214/aos/1016218223

2000

Cited 5715 times

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

DOI: 10.1093/bioinformatics/btn129

2008

Cited 5699 times

<i>adegenet</i>: a R package for the multivariate analysis of genetic markers

MAG: 2124597406

1958

Cited 5678 times

The Cost of Capital, Corporation Finance and the Theory of Investment

DOI: 10.1145/954339.954342

2003

Cited 5662 times

Face recognition

DOI: 10.1111/0022-4537.00175

2000

Cited 5650 times

New Environmental Theories: Toward a Coherent Theory of Environmentally Significant Behavior

DOI: 10.1109/34.824819

2000

Cited 5642 times

Statistical pattern recognition: a review

DOI: 10.1017/s0376892997000088

1997

Cited 5627 times

A review of methods for the assessment of prediction errors in conservation presence/absence models

DOI: 10.1186/1471-2288-13-117

2013

Cited 5599 times

Using the framework method for the analysis of qualitative data in multi-disciplinary health research

DOI: 10.1023/a:1018054314350

1996

Cited 5565 times

DOI: 10.1111/j.2041-210x.2009.00001.x

2009

Cited 5564 times

A protocol for data exploration to avoid common statistical problems

DOI: 10.1063/1.456010

1989

Cited 5560 times

An improved algorithm for reaction path following

DOI: 10.1109/72.991427

2002

Cited 5560 times

A comparison of methods for multiclass support vector machines

DOI: 10.1109/18.57199

1990

Cited 5559 times

The wavelet transform, time-frequency localization and signal analysis

DOI: 10.1109/cvpr.2017.502

2017

Cited 5546 times

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

MAG: 1554944419

2013

Cited 5545 times

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

DOI: 10.1378/chest.09-1584

2010

Cited 5512 times

Refining Clinical Risk Stratification for Predicting Stroke and Thromboembolism in Atrial Fibrillation Using a Novel Risk Factor-Based Approach

DOI: 10.2307/2937943

1991

Cited 5493 times

Economic Growth in a Cross Section of Countries

DOI: 10.1002/hbm.1058

2001

Cited 5492 times

Nonparametric permutation tests for functional neuroimaging: A primer with examples

MAG: 1572092804

2002

Cited 5486 times

Qualitative research & evaluation methods

DOI: 10.48550/arxiv.1907.11692

2019

Cited 5412 times

RoBERTa: A Robustly Optimized BERT Pretraining Approach

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Papers in this category: 3 171 073 Current Page: 1 / 100

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