Ethem Alpaydin

According to our database, Ethem Alpaydin authored at least 82 papers between 1989 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

PathFinder: Discovering Decision Pathways in Deep Neural Networks.

Ozan Irsoy, Ethem Alpaydin

CoRR, 2022

Distributed Decision Trees.

Ozan Irsoy, Ethem Alpaydin

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

2021

Dropout regularization in hierarchical mixture of experts.

Ozan Irsoy, Ethem Alpaydin

Neurocomputing, 2021

2020

Continuously Constructive Deep Neural Networks.

Ozan Irsoy, Ethem Alpaydin

IEEE Trans. Neural Networks Learn. Syst., 2020

Training bidirectional generative adversarial networks with hints.

Uras Mutlu, Ethem Alpaydin

Pattern Recognit., 2020

Hierarchical Mixtures of Generators for Adversarial Learning.

Alper Ahmetoglu, Ethem Alpaydin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Learning Word Representations with Deep Neural Networks for Turkish.

Enes Burak Dündar, Ethem Alpaydin

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

What's in a Game? The Effect of Game Complexity on Deep Reinforcement Learning.

Erdem Emekligil, Ethem Alpaydin

Proceedings of the Computer Games - 7th Workshop, 2018

Convolutional Soft Decision Trees.

Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Classifying multimodal data.

Ethem Alpaydin

Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017

Unsupervised feature extraction with autoencoder trees.

Ozan Irsoy, Ethem Alpaydin

Neurocomputing, 2017

2016

Bagging Soft Decision Trees.

Olcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin

Proceedings of the Machine Learning for Health Informatics, 2016

BeamECOC: A local search for the optimization of the ECOC matrix.

Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Machine Learning: The New AI

Ethem Alpaydin

MIT Press, ISBN: 9780262529518, 2016

2015

Single- vs. multiple-instance classification.

Ethem Alpaydin, Veronika Cheplygina, Marco Loog, David M. J. Tax

Pattern Recognit., 2015

Autoencoder Trees.

Ozan Irsoy, Ethem Alpaydin

Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014

Multivariate Comparison of Classification Algorithms.

Olcay Taner Yildiz, Ethem Alpaydin

CoRR, 2014

Budding Trees.

Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Classification and Ranking Approaches to Discriminative Language Modeling for ASR.

Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin

IEEE Trans. Speech Audio Process., 2013

Localized algorithms for multiple kernel learning.

Mehmet Gönen, Ethem Alpaydin

Pattern Recognit., 2013

Mixtures of Large Margin Nearest Neighbor Classifiers.

Murat Semerci, Ethem Alpaydin

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Regularizing Soft Decision Trees.

Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the Information Sciences and Systems 2013, 2013

2012

Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies.

Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Cost-conscious comparison of supervised learning algorithms over multiple data sets.

Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin

Pattern Recognit., 2012

Eigenclassifiers for combining correlated classifiers.

Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin

Inf. Sci., 2012

Statistical Tests Using Hinge/<i>ε</i>-Sensitive Loss.

Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the Computer and Information Sciences III, 2012

Soft decision trees.

Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Learning the areas of expertise of classifiers in an ensemble.

Esma Kilic, Ethem Alpaydin

Proceedings of the First World Conference on Information Technology, 2011

Canonical correlation analysis using within-class coupling.

Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov

Pattern Recognit. Lett., 2011

Regularizing multiple kernel learning using response surface methodology.

Mehmet Gönen, Ethem Alpaydin

Pattern Recognit., 2011

Multiple Kernel Learning Algorithms.

Mehmet Gönen, Ethem Alpaydin

J. Mach. Learn. Res., 2011

Multivariate Statistical Tests for Comparing Classification Algorithms.

Olcay Taner Yildiz, Özlem Aslan, Ethem Alpaydin

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models.

Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin

Proceedings of the INTERSPEECH 2011, 2011

2010

Cost-conscious multiple kernel learning.

Mehmet Gönen, Ethem Alpaydin

Pattern Recognit. Lett., 2010

Supervised learning of local projection kernels.

Mehmet Gönen, Ethem Alpaydin

Neurocomputing, 2010

FLIP-ECOC: A Greedy Optimization of the ECOC Matrix.

Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin

Proceedings of the Computer and Information Sciences, 2010

Localized Multiple Kernel Regression.

Mehmet Gönen, Ethem Alpaydin

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction.

Olcay Kursun, Ethem Alpaydin

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009

Incremental construction of classifier and discriminant ensembles.

Aydin Ulas, Murat Semerci, Olcay Taner Yildiz, Ethem Alpaydin

Inf. Sci., 2009

An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.

Oya Aran, Olcay Taner Yildiz, Ethem Alpaydin

Int. J. Pattern Recognit. Artif. Intell., 2009

Calculating the VC-dimension of decision trees.

Özlem Aslan, Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

2008

Multiclass Posterior Probability Support Vector Machines.

Mehmet Gönen, Ayse Gönül Tanugur, Ethem Alpaydin

IEEE Trans. Neural Networks, 2008

Localized multiple kernel learning.

Mehmet Gönen, Ethem Alpaydin

Proceedings of the Machine Learning, 2008

2007

Learning the best subset of local features for face recognition.

Berk Gökberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin

Pattern Recognit., 2007

2006

Ordering and Finding the Best of K > 2 Supervised Learning Algorithms.

Olcay Taner Yildiz, Ethem Alpaydin

IEEE Trans. Pattern Anal. Mach. Intell., 2006

2005

Cost-conscious classifier ensembles.

Cigdem Demir, Ethem Alpaydin

Pattern Recognit. Lett., 2005

Linear discriminant trees.

Olcay Taner Yildiz, Ethem Alpaydin

Int. J. Pattern Recognit. Artif. Intell., 2005

Model Selection in Omnivariate Decision Trees.

Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the Machine Learning: ECML 2005, 2005

2004

Incremental Mixtures of Factor Analysers.

Albert Ali Salah, Ethem Alpaydin

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Introduction to machine learning.

Ethem Alpaydin

Adaptive computation and machine learning, MIT Press, ISBN: 978-0-262-01211-9, 2004

2003

Estimating Distributions in Genetic Algorithms.

Onur Dikmen, H. Levent Akin, Ethem Alpaydin

Proceedings of the Computer and Information Sciences, 2003

Optimal Gabor kernel location selection for face recognition.

Berk Gökberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin

Proceedings of the 2003 International Conference on Image Processing, 2003

Selection of Location, Frequency, and Orientation Parameters of 2D Gabor Wavelets for Face Recognition.

Berk Gökberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin

Proceedings of the Advanced Studies in Biometrics, Summer School on Biometrics, 2003

2002

Constructive feedforward ART clustering networks. II.

Andrea Baraldi, Ethem Alpaydin

IEEE Trans. Neural Networks, 2002

Constructive feedforward ART clustering networks. I.

Andrea Baraldi, Ethem Alpaydin

IEEE Trans. Neural Networks, 2002

A Selective Attention-Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition.

Albert Ali Salah, Ethem Alpaydin, Lale Akarun

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Handling of Deterministic Relationships in Constraint-based Causal Discovery.

Yusuf Kenan Yilmaz, Ethem Alpaydin, H. Levent Akin, Taner Bilgiç

Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

Feature Selection for Pose Invariant Face Recognition.

Berk Gökberk, Lale Akarun, Ethem Alpaydin

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Omnivariate decision trees.

Olcay Taner Yildiz, Ethem Alpaydin

IEEE Trans. Neural Networks, 2001

Weight Quantization for Multi-layer Perceptrons Using Soft Weight Sharing.

Fatih Köksal, Ethem Alpaydin, Günhan Dündar

Proceedings of the Artificial Neural Networks, 2001

2000

MultiStage Cascading of Multiple Classifiers: One Man's Noise is Another Man's Data.

Cenk Kaynak, Ethem Alpaydin

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Two-stage approach for pose invariant face recognition.

E. Demir, Lale Akarun, Ethem Alpaydin

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

ANNSyS: an Analog Neural Network Synthesis System.

Ismet Bayraktaroglu, Arif Selçuk Ögrenci, Günhan Dündar, Sina Balkir, Ethem Alpaydin

Neural Networks, 1999

Combined 5 x 2 cv F Test for Comparing Supervised Classification Learning Algorithms.

Ethem Alpaydin

Neural Comput., 1999

Guest editorial.

Ethem Alpaydin

Artif. Intell. Eng., 1999

Support Vector Machines for Multi-class Classification.

Eddy Mayoraz, Ethem Alpaydin

Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

1998

Optical Recognition of Handwritten Digits.

Ethem Alpaydin, Cenk Kaynak

Dataset, June, 1998

Pen-Based Recognition of Handwritten Digits.

Ethem Alpaydin, Fevzi Alimoglu

Dataset, June, 1998

Engineering of Intelligent Systems EIS'98 (February 11-13, 1998).

Ethem Alpaydin

Robotica, 1998

Soft vector quantization and the EM algorithm.

Ethem Alpaydin

Neural Networks, 1998

Cascading classifiers.

Ethem Alpaydin, Cenk Kaynak

Kybernetika, 1998

1997

Voting over Multiple Condensed Nearest Neighbors.

Ethem Alpaydin

Artif. Intell. Rev., 1997

Fuzzy error diffusion of color images.

Lale Akarun, Dogan Özdemir, Ethem Alpaydin

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Combining Multiple Representations and Classifiers for Pen-based Handwritten Digit Recognitio.

Fevzi Alimoglu, Ethem Alpaydin

Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

1996

Local linear perceptrons for classification.

Ethem Alpaydin, Michael I. Jordan

IEEE Trans. Neural Networks, 1996

1995

Comparison of Kernel Estimators, Perceptrons and Radial-Basis Functions for OCR and Speech Classification.

Ethem Alpaydin, Fikret S. Gürgen

Neural Comput. Appl., 1995

Selective Attention for Handwritten Digit Recognition.

Ethem Alpaydin

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1994

Distributed and local neural classifiers for phoneme recognition.

Fikret S. Gürgen, R. Alpaydin, U. Ünlüakin, Ethem Alpaydin

Pattern Recognit. Lett., 1994

GAL: Networks That Grow When They Learn and Shrink When They Forget.

Ethem Alpaydin

Int. J. Pattern Recognit. Artif. Intell., 1994

1993

Multiple networks for function learning.

Ethem Alpaydin

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992

Multiple neural networks and weighted voting.

Ethem Alpaydin

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1989

What is a feature, that it may define a character, and a character, that it may be defined by a feature ?

Ethem Alpaydin

Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989