Search results for "overfitting"

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