Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
17 | Tatiana P. Makhalova, Sergei O. Kuznetsov |
On Overfitting of Classifiers Making a Lattice. |
ICFCA |
2017 |
DBLP DOI BibTeX RDF |
|
17 | Yuanzhi Ke, Masafumi Hagiwara |
Alleviating overfitting for polysemous words for word representation estimation using lexicons. |
IJCNN |
2017 |
DBLP DOI BibTeX RDF |
|
17 | Qi Xin |
Towards addressing the patch overfitting problem. |
ICSE (Companion Volume) |
2017 |
DBLP DOI BibTeX RDF |
|
17 | Bingzhe Wu, Zhichao Liu, Zhihang Yuan, Guangyu Sun 0003, Charles Wu |
Reducing Overfitting in Deep Convolutional Neural Networks Using Redundancy Regularizer. |
ICANN (2) |
2017 |
DBLP DOI BibTeX RDF |
|
17 | Xu Sun 0001, Xuancheng Ren, Shuming Ma, Houfeng Wang |
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. |
ICML |
2017 |
DBLP BibTeX RDF |
|
17 | Yingxin Gu, Bruce K. Wylie, Stephen P. Boyte, Joshua J. Picotte, Daniel M. Howard, Kelcy Smith, Kurtis J. Nelson |
An Optimal Sample Data Usage Strategy to Minimize Overfitting and Underfitting Effects in Regression Tree Models Based on Remotely-Sensed Data. |
Remote. Sens. |
2016 |
DBLP DOI BibTeX RDF |
|
17 | Raymond Liu, Duncan Fyfe Gillies |
Overfitting in linear feature extraction for classification of high-dimensional image data. |
Pattern Recognit. |
2016 |
DBLP DOI BibTeX RDF |
|
17 | Yuanzhi Ke, Masafumi Hagiwara |
Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
17 | Michael Cogswell, Faruk Ahmed, Ross B. Girshick, Larry Zitnick, Dhruv Batra |
Reducing Overfitting in Deep Networks by Decorrelating Representations. |
ICLR (Poster) |
2016 |
DBLP BibTeX RDF |
|
17 | Hujie Wang, Pascal Poupart |
Overfitting at SemEval-2016 Task 3: Detecting Semantically Similar Questions in Community Question Answering Forums with Word Embeddings. |
SemEval@NAACL-HLT |
2016 |
DBLP DOI BibTeX RDF |
|
17 | Wandi Liu, Hai Wang 0002, Hengyang Zhao, Shujuan Wang, Hai-Bao Chen, Yuzhuo Fu, Jian Ma 0002, Xin Li 0001, Sheldon X.-D. Tan |
Thermal modeling for energy-efficient smart building with advanced overfitting mitigation technique. |
ASP-DAC |
2016 |
DBLP DOI BibTeX RDF |
|
17 | Filip Ilievski, Marten Postma, Piek Vossen |
Semantic overfitting: what 'world' do we consider when evaluating disambiguation of text? |
COLING |
2016 |
DBLP BibTeX RDF |
|
17 | Nicolae-Eugen Croitoru |
Lowering Evolved Artificial Neural Network Overfitting through High-Probability Mutation. |
SYNASC |
2016 |
DBLP DOI BibTeX RDF |
|
17 | Jan Zegklitz, Petr Posík |
Model Selection and Overfitting in Genetic Programming: Empirical Study. |
CoRR |
2015 |
DBLP BibTeX RDF |
|
17 | Mario Michael Krell, Hendrik Wöhrle, Anett Seeland |
raxDAWN: Circumventing Overfitting of the Adaptive xDAWN. |
NEUROTECHNIX |
2015 |
DBLP DOI BibTeX RDF |
|
17 | Edward K. Smith, Earl T. Barr, Claire Le Goues, Yuriy Brun |
Is the cure worse than the disease? overfitting in automated program repair. |
ESEC/SIGSOFT FSE |
2015 |
DBLP DOI BibTeX RDF |
|
17 | Samaneh Sadat Mousavi Astarabadi, Mohammad Mehdi Ebadzadeh |
Avoiding Overfitting in Symbolic Regression Using the First Order Derivative of GP Trees. |
GECCO (Companion) |
2015 |
DBLP DOI BibTeX RDF |
|
17 | Jan Zegklitz, Petr Posík |
Model Selection and Overfitting in Genetic Programming: Empirical Study. |
GECCO (Companion) |
2015 |
DBLP DOI BibTeX RDF |
|
17 | Waseem Ahmad, Ajit Narayanan |
Artificial Immune System: An Effective Way to Reduce Model Overfitting. |
ICCCI (1) |
2015 |
DBLP DOI BibTeX RDF |
|
17 | Nabil I. Al-Najjar, Mallesh M. Pai |
Coarse decision making and overfitting. |
J. Econ. Theory |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov |
Dropout: a simple way to prevent neural networks from overfitting. |
J. Mach. Learn. Res. |
2014 |
DBLP BibTeX RDF |
|
17 | Meng Han, Zhihai Wang, Yashu Liu 0002 |
Selecting One Dependency Estimators in Bayesian Network Using Different MDL Scores and Overfitting Criterion. |
J. Inf. Sci. Eng. |
2014 |
DBLP BibTeX RDF |
|
17 | Muhammad Marwan Muhammad Fuad |
One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification. |
CoRR |
2014 |
DBLP BibTeX RDF |
|
17 | Qun Luo, Weiran Xu, Jun Guo 0002 |
A Study on the CBOW Model's Overfitting and Stability. |
Web-KRM@CIKM |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Sihong Xie, Jing Gao 0004, Wei Fan 0001, Deepak S. Turaga, Philip S. Yu |
Class-distribution regularized consensus maximization for alleviating overfitting in model combination. |
KDD |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Henry Han |
Analyzing Support Vector Machine Overfitting on Microarray Data. |
ICIC (3) |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Przemyslaw Andrzej Walega |
Overfitting Problem in a Virtual Sensor Obtained with W-M Method. |
KES |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Muhammad Marwan Muhammad Fuad |
One-Step or Two-Step Optimization and the Overfitting Phenomenon - A Case Study on Time Series Classification. |
ICAART (1) |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Rinaldo J. Lima, Jamilson Batista, Rafael Ferreira 0002, Fred Freitas, Rafael Dueire Lins, Steven J. Simske, Marcelo Riss |
Transforming graph-based sentence representations to alleviate overfitting in relation extraction. |
ACM Symposium on Document Engineering |
2014 |
DBLP DOI BibTeX RDF |
|
17 | Chia-Yun Chang, Ming-Tsung Hsu, Emilio Xavier Esposito, Yufeng J. Tseng |
Oversampling to Overcome Overfitting: Exploring the Relationship between Data Set Composition, Molecular Descriptors, and Predictive Modeling Methods. |
J. Chem. Inf. Model. |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Baidya Nath Saha, Gautam Kunapuli, Nilanjan Ray, Joseph A. Maldjian, Sriraam Natarajan |
AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy. |
ECML/PKDD (3) |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Lucie Daubigney, Matthieu Geist, Olivier Pietquin |
Random projections: A remedy for overfitting issues in time series prediction with echo state networks. |
ICASSP |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Armand Prieditis, Stephanie Sapp |
Lazy Overfitting Control. |
MLDM |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Sara Silva, Vijay Ingalalli, Susana Vinga, João Manuel de Brito Carreiras, Joana B. Melo, Mauro Castelli, Leonardo Vanneschi, Ivo Gonçalves, José Caldas |
Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting. |
EvoApplications |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Dae-Sun Kim, Yeul-Min Baek, Whoi-Yul Kim |
Reducing overfitting of AdaBoost by clustering-based pruning of hard examples. |
ICUIMC |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Ivo Gonçalves, Sara Silva |
Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data. |
EuroGP |
2013 |
DBLP DOI BibTeX RDF |
|
17 | Joseph Rynkiewicz |
General bound of overfitting for MLP regression models. |
Neurocomputing |
2012 |
DBLP DOI BibTeX RDF |
|
17 | Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill 0001, Anthony Brabazon |
Tackling Overfitting in Evolutionary-Driven Financial Model Induction. |
Natural Computing in Computational Finance (4) |
2012 |
DBLP DOI BibTeX RDF |
|
17 | Alexandros Agapitos, Anthony Brabazon, Michael O'Neill 0001 |
Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition. |
PPSN (1) |
2012 |
DBLP DOI BibTeX RDF |
|
17 | Ivo Gonçalves, Sara Silva, Joana B. Melo, João Manuel de Brito Carreiras |
Random Sampling Technique for Overfitting Control in Genetic Programming. |
EuroGP |
2012 |
DBLP DOI BibTeX RDF |
|
17 | Juha Reunanen |
Overfitting in feature selection: Pitfalls and solutions ; Ylisovittuminen piirrevalinnassa: sudenkuoppia ja ratkaisuja. |
|
2012 |
RDF |
|
17 | Dean P. Foster, Sham M. Kakade, Ruslan Salakhutdinov |
Domain Adaptation: Overfitting and Small Sample Statistics |
CoRR |
2011 |
DBLP BibTeX RDF |
|
17 | Kit Yan Chan, C. K. Kwong 0001, Tharam Singh Dillon, Y. C. Tsim |
Reducing overfitting in manufacturing process modeling using a backward elimination based genetic programming. |
Appl. Soft Comput. |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Jonathan M. Hernandez, Timothy Yeatman |
Perturbation and candidate analysis to combat overfitting of gene expression microarray data. |
Int. J. Comput. Biol. Drug Des. |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Shimon Whiteson, Brian Tanner, Matthew E. Taylor, Peter Stone |
Protecting against evaluation overfitting in empirical reinforcement learning. |
ADPRL |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Joseph Rynkiewicz |
General bound of overfitting for MLP regression models. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
17 | Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys |
An alternative approach to avoid overfitting for surrogate models. |
WSC |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill 0001, Anthony Brabazon |
A Preliminary Investigation of Overfitting in Evolutionary Driven Model Induction: Implications for Financial Modelling. |
EvoApplications (2) |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Gabriel Kronberger, Michael Kommenda, Michael Affenzeller |
Overfitting detection and adaptive covariant parsimony pressure for symbolic regression. |
GECCO (Companion) |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill 0001, Anthony Brabazon |
Early stopping criteria to counteract overfitting in genetic programming. |
GECCO (Companion) |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Leonardo Trujillo, Sara Silva, Pierrick Legrand, Leonardo Vanneschi |
An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming. |
EuroGP |
2011 |
DBLP DOI BibTeX RDF |
|
17 | Geoffrey I. Webb |
Overfitting. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
17 | Andrich B. van Wyk, Andries P. Engelbrecht |
Overfitting by PSO trained feedforward neural networks. |
IEEE Congress on Evolutionary Computation |
2010 |
DBLP DOI BibTeX RDF |
|
17 | |
Overfitting. |
Encyclopedia of Biometrics |
2009 |
DBLP DOI BibTeX RDF |
|
17 | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |
Overfitting cautious selection of classifier ensembles with genetic algorithms. |
Inf. Fusion |
2009 |
DBLP DOI BibTeX RDF |
|
17 | Igor V. Tetko, Iurii Sushko, Anil Kumar Pandey, Hao Zhu 0012, Alexander Tropsha, Ester Papa, Tomas Öberg, Roberto Todeschini, Denis Fourches, Alexandre Varnek |
Critical Assessment of QSAR Models of Environmental Toxicity against Tetrahymena pyriformis: Focusing on Applicability Domain and Overfitting by Variable Selection. |
J. Chem. Inf. Model. |
2008 |
DBLP DOI BibTeX RDF |
|
17 | Kai Wang, Jufeng Yang, Guangshun Shi, Qingren Wang |
An Expanded Training Set Based Validation Method to Avoid Overfitting for Neural Network Classifier. |
ICNC (3) |
2008 |
DBLP DOI BibTeX RDF |
|
17 | Chris Buckley |
Examining Overfitting in Relevance Feedback: Sabir Research at TREC 2007. |
TREC |
2007 |
DBLP BibTeX RDF |
|
17 | Abd-Krim Seghouane |
A note on overfitting properties of KIC and KICc. |
Signal Process. |
2006 |
DBLP DOI BibTeX RDF |
|
17 | Yijun Sun, Sinisa Todorovic, Jian Li |
Reducing the Overfitting of Adaboost by Controlling its Data Distribution Skewness. |
Int. J. Pattern Recognit. Artif. Intell. |
2006 |
DBLP DOI BibTeX RDF |
|
17 | Haixun Wang, Jian Yin 0002, Jian Pei, Philip S. Yu, Jeffrey Xu Yu |
Suppressing model overfitting in mining concept-drifting data streams. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
data streams, classifier, concept drift, classifier ensemble |
17 | Tom Bylander, Lisa Tate |
Using Validation Sets to Avoid Overfitting in AdaBoost. |
FLAIRS |
2006 |
DBLP BibTeX RDF |
|
17 | Will Bridewell, Narges Bani Asadi, Pat Langley, Ljupco Todorovski |
Reducing overfitting in process model induction. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
17 | Douglas M. Hawkins |
The Problem of Overfitting. |
J. Chem. Inf. Model. |
2004 |
DBLP DOI BibTeX RDF |
|
17 | Yacine Oussar, Gaétan Monari, Gérard Dreyfus |
Reply to the Comments on "Local Overfitting Control via Leverages" in "Jacobian Conditioning Analysis for Model Validation" by I. Rivals and L. Personnaz. |
Neural Comput. |
2004 |
DBLP DOI BibTeX RDF |
|
17 | Dragan Gamberger, Nada Lavrac |
Avoiding Data Overfitting in Scientific Discovery: Experiments in Functional Genomics. |
ECAI |
2004 |
DBLP BibTeX RDF |
|
17 | John Loughrey, Padraig Cunningham |
Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets. |
SGAI Conf. |
2004 |
DBLP DOI BibTeX RDF |
|
17 | Juha Reunanen |
Overfitting in Making Comparisons Between Variable Selection Methods. |
J. Mach. Learn. Res. |
2003 |
DBLP BibTeX RDF |
|
17 | Shenqiang Ding, Cheng Xiang 0001 |
Overfitting Problem: a New Perspective from the Geometrical Interpretation of MLP. |
HIS |
2003 |
DBLP BibTeX RDF |
|
17 | Gaétan Monari, Gérard Dreyfus |
Local Overfitting Control via Leverages. |
Neural Comput. |
2002 |
DBLP DOI BibTeX RDF |
|
17 | Max Bramer |
Using J-pruning to reduce overfitting in classification trees. |
Knowl. Based Syst. |
2002 |
DBLP DOI BibTeX RDF |
|
17 | Jimmy Shadbolt |
Overfitting, Generalisation and Regularisation. |
Neural Networks and the Financial Markets |
2002 |
DBLP DOI BibTeX RDF |
|
17 | Nikolay I. Nikolaev, Lilian M. de Menezes, Hitoshi Iba |
Overfitting avoidance in genetic programming of polynomials. |
IEEE Congress on Evolutionary Computation |
2002 |
DBLP DOI BibTeX RDF |
|
17 | Taghi M. Khoshgoftaar, Edward B. Allen |
Controlling Overfitting in Classification-Tree Models of Software Quality. |
Empir. Softw. Eng. |
2001 |
DBLP BibTeX RDF |
|
17 | Yoav Freund, Yishay Mansour, Robert E. Schapire |
Why averaging classifiers can protect against overfitting. |
AISTATS |
2001 |
DBLP BibTeX RDF |
|
17 | George N. Karystinos, Dimitrios A. Pados |
On overfitting, generalization, and randomly expanded training sets. |
IEEE Trans. Neural Networks Learn. Syst. |
2000 |
DBLP DOI BibTeX RDF |
|
17 | Jouko Lampinen, Timo Kostiainen |
Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation. |
ESANN |
2000 |
DBLP BibTeX RDF |
|
17 | Tony Mullen, Miles Osborne |
Overfitting Avoidance for Stochastic Modeling of Attribute-Value Grammars. |
CoNLL/LLL |
2000 |
DBLP BibTeX RDF |
|
17 | Rich Caruana, Steve Lawrence, C. Lee Giles |
Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
17 | Pedro M. Domingos |
Bayesian Averaging of Classifiers and the Overfitting Problem. |
ICML |
2000 |
DBLP BibTeX RDF |
|
17 | Ian P. Gent |
A Response to "On method overfitting". |
J. Heuristics |
1999 |
DBLP DOI BibTeX RDF |
|
17 | Thomas Feuring, James J. Buckley, Yoichi Hayashi |
Fuzzy neural nets can solve the overfitting problem. |
IJCNN |
1999 |
DBLP DOI BibTeX RDF |
|
17 | Z. P. Liu, J. P. Castagna |
Avoiding overfitting caused by noise using a uniform training mode. |
IJCNN |
1999 |
DBLP DOI BibTeX RDF |
|
17 | Emanuel Falkenauer |
On Method Overfitting. |
J. Heuristics |
1998 |
DBLP DOI BibTeX RDF |
|
17 | Gunnar Rätsch, Takashi Onoda, Klaus-Robert Müller |
An Improvement of AdaBoost to Avoid Overfitting. |
ICONIP |
1998 |
DBLP BibTeX RDF |
|
17 | Igor V. Tetko, Alessandro E. P. Villa |
An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem. |
Neural Process. Lett. |
1997 |
DBLP DOI BibTeX RDF |
|
17 | Christian Schittenkopf, Gustavo Deco, Wilfried Brauer |
Two Strategies to Avoid Overfitting in Feedforward Networks. |
Neural Networks |
1997 |
DBLP DOI BibTeX RDF |
|
17 | Steve Lawrence, C. Lee Giles, Ah Chung Tsoi |
Lessons in Neural Network Training: Overfitting May be Harder than Expected. |
AAAI/IAAI |
1997 |
DBLP BibTeX RDF |
|
17 | Andrew Y. Ng |
Preventing "Overfitting" of Cross-Validation Data. |
ICML |
1997 |
DBLP BibTeX RDF |
|
17 | Ton Weijters, H. Jaap van den Herik, Antal van den Bosch, Eric O. Postma |
Avoiding Overfitting with BP-SOM. |
IJCAI |
1997 |
DBLP BibTeX RDF |
|
17 | Igor V. Tetko, David J. Livingstone, Alexander I. Luik |
Neural network studies, 1. Comparison of overfitting and overtraining. |
J. Chem. Inf. Comput. Sci. |
1995 |
DBLP DOI BibTeX RDF |
|
17 | Charles X. Ling |
Overfitting and generalization in learning discrete patterns. |
Neurocomputing |
1995 |
DBLP DOI BibTeX RDF |
|
17 | Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava |
Nonlinear gated experts for time series: discovering regimes and avoiding overfitting. |
Int. J. Neural Syst. |
1995 |
DBLP DOI BibTeX RDF |
|
17 | Thomas G. Dietterich |
Overfitting and Undercomputing in Machine Learning. |
ACM Comput. Surv. |
1995 |
DBLP DOI BibTeX RDF |
|
17 | Ron Kohavi, Dan Sommerfield |
Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology. |
KDD |
1995 |
DBLP BibTeX RDF |
|
17 | Peter Sollich, Anders Krogh |
Learning with ensembles: How overfitting can be useful. |
NIPS |
1995 |
DBLP BibTeX RDF |
|
17 | Siegfried Bös |
A Realizable Learning Task which Exhibits Overfitting. |
NIPS |
1995 |
DBLP BibTeX RDF |
|
17 | Richard S. Forsyth, David D. Clarke, Richard L. Wright |
Overfitting revisited: an information-theoretic approach to simplifying discrimination trees. |
J. Exp. Theor. Artif. Intell. |
1994 |
DBLP DOI BibTeX RDF |
|
17 | Cullen Schaffer |
Overfitting Avoidance as Bias. |
Mach. Learn. |
1993 |
DBLP DOI BibTeX RDF |
|
17 | Weimin Sun, Takashi Yahagi |
Adaptive overfitting lattice filter for parameter estimation of time-varying systems. |
Signal Process. |
1992 |
DBLP DOI BibTeX RDF |
|