Ethem Alpaydin

Lale Akarun, Ethem Alpaydin, E. Demir, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

Comparison of Statistical and Neural Classifiers and Their Applications to Optical Character Recogni

Ethem Alpaydin, Fikret Gürgen, Ethem Alpaydin, 1996 .

Autoencoder Trees pdf

Ethem Alpaydin, Ozan Irsoy, Ethem Alpaydin, 2014, ACML.

Regularizing multiple kernel learning using response surface methodology

Ethem Alpaydin, Mehmet Gönen, Ethem Alpaydin, 2011, Pattern Recognit..

Supervised learning of local projection kernels

Ethem Alpaydin, Mehmet Gönen, Ethem Alpaydin, 2010, Neurocomputing.

Multiclass Posterior Probability Support Vector Machines

Ethem Alpaydin, Mehmet Gönen, Ayse Gönül Tanugur, 2008, IEEE Transactions on Neural Networks.

Soft decision trees

Ethem Alpaydin, Olcay Taner Yildiz, Ozan Irsoy, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Combining Multiple Representations for Pen-based Handwritten Digit Recognition

Ethem Alpaydin, Fevzi Alimoğlu, Ethem Alpaydin, 2001 .

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

Albert Ali Salah, Lale Akarun, Ethem Alpaydin, 2002, IEEE Trans. Pattern Anal. Mach. Intell..

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

Ethem Alpaydin, Olcay Taner Yildiz, Ozan Irsoy, 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Constructive feedforward ART clustering networks. I

Ethem Alpaydin, Andrea Baraldi, Ethem Alpaydin, 2002, IEEE Trans. Neural Networks.

Simplified ART: A new class of ART algorithms

Ethem Alpaydin, Andrea Baraldi, Ethem Alpaydin, 1998 .

Selective Attention for Handwritten Digit Recognition

Ethem Alpaydin, Ethem Alpaydin, 1995, NIPS.

Comparison of kernel estimators, perceptrons and radial-basis functions for OCR and speech classification

Ethem Alpaydin, Fikret S. Gürgen, Ethem Alpaydin, 1995, Neural Computing & Applications.

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

Ethem Alpaydin, Ethem Alpaydin, 1989, NATO Neurocomputing.

Handling of Deterministic Relationships in Constraint-based Causal Discovery

Ethem Alpaydin, H. Levent Akin, Taner Bilgiç, 2002, European Workshop on Probabilistic Graphical Models.

Unsupervised feature extraction with autoencoder trees

Ethem Alpaydin, Ozan Irsoy, Ethem Alpaydin, 2017, Neurocomputing.

REx: Learning A Rule and Exceptions

Ethem Alpaydin, Ethem Alpaydin, 1997 .

Model Selection in Omnivariate Decision Trees

Ethem Alpaydin, Olcay Taner Yildiz, Ethem Alpaydin, 2005, ECML.

Omnivariate decision trees

Ethem Alpaydin, Olcay Taner Yildiz, Ethem Alpaydin, 2001, IEEE Trans. Neural Networks.

Linear Discriminant Trees

Ethem Alpaydin, Olcay Taner Yildiz, Ethem Alpaydin, 2000, ICML.

Machine Learning: The New AI

Ethem Alpaydin, Ethem Alpaydin, 2016 .

Parametric distance functions vs. nonparametric neural networks for estimating road travel distances

Ethem Alpaydin, I. K. Altinel, I. Kuban Altinel, 1996 .

Voting over Multiple Condensed Nearest Neighbors

Ethem Alpaydin, Ethem Alpaydin, 1997, Artificial Intelligence Review.

Discriminant functions and decision tree induction techniques for antenatal fetal risk assessment

E. Alpaydin, F. Gurgen, N. Guler, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Design and Analysis of Machine Learning Experiments

Ethem Alpaydin, Ethem Alpaydin, 2014 .

Hierarchical Mixtures of Generators for Adversarial Learning pdf

Ethem Alpaydin, Alper Ahmetoglu, Ethem Alpaydin, 2019, 2020 25th International Conference on Pattern Recognition (ICPR).

Calculating the VC-dimension of decision trees

Ethem Alpaydin, Olcay Taner Yildiz, Özlem Aslan, 2009, 2009 24th International Symposium on Computer and Information Sciences.

Multiple networks for function learning

Ethem Alpaydin, Ethem Alpaydin, 1993, IEEE International Conference on Neural Networks.

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

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

Constructive Feedforward ART Clustering Networks — Part II

Andrea Baraldi, Ethem Alpaydın, Ethem Alpaydin, 2001 .

Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003

Erkki Oja, Okyay Kaynak, Ethem Alpaydin, 2003, Lecture Notes in Computer Science.

Combining multiple representations and classifiers for pen-based handwritten digit recognition

Ethem Alpaydin, Fevzi Alimoglu, Ethem Alpaydin, 1997, Proceedings of the Fourth International Conference on Document Analysis and Recognition.

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

Ethem Alpaydin, Cenk Kaynak, Ethem Alpaydin, 2000, ICML.

Cascading classifiers

Ethem Alpaydin, Cenk Kaynak, Ethem Alpaydin, 1998, Kybernetika.

Multistage classification by cascaded classifiers

E. Alpaydin, C. Kaynak, Ethem Alpaydin, 1997, Proceedings of 12th IEEE International Symposium on Intelligent Control.

Learning the areas of expertise of classifiers in an ensemble

Ethem Alpaydin, Esma Kilic, Ethem Alpaydin, 2011, WCIT.

Single- vs. multiple-instance classification

Ethem Alpaydin, Marco Loog, David M. J. Tax, 2015, Pattern Recognit..

Continuously Constructive Deep Neural Networks

Ethem Alpaydin, Ozan Irsoy, Ethem Alpaydin, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Convolutional Soft Decision Trees

Ethem Alpaydin, Alper Ahmetoglu, Ozan Irsoy, 2018, ICANN.

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

Ethem Alpaydin, Oya Aran, Olcay Taner Yildiz, 2009, Int. J. Pattern Recognit. Artif. Intell..

Classifying multimodal data

Ethem Alpaydin, Ethem Alpaydin, 2018, The Handbook of Multimodal-Multisensor Interfaces, Volume 2.

Support Vector Machines for Multi-class Classification

Ethem Alpaydin, Eddy Mayoraz, Ethem Alpaydin, 1999, IWANN.

Multivariate Statistical Tests for Comparing Classification Algorithms

Ethem Alpaydin, Olcay Taner Yildiz, Özlem Aslan, 2011, LION.

Incremental construction of classifier and discriminant ensembles

Ethem Alpaydin, Olcay Taner Yildiz, Aydin Ulas, 2009, Inf. Sci..

Incremental mixtures of factor analysers

Albert Ali Salah, Ethem Alpaydin, Ethem Alpaydin, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Machine learning

Ethem Alpaydin, Ethem Alpaydin, 2011 .

Localized algorithms for multiple kernel learning

Ethem Alpaydin, Mehmet Gönen, Ethem Alpaydin, 2013, Pattern Recognit..

Ordering and finding the best of K > 2 supervised learning algorithms

Ethem Alpaydin, Olcay Taner Yildiz, Ethem Alpaydin, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Learning error-correcting output codes from data

Ethem Alpaydin, Eddy Mayoraz, Ethem Alpaydin, 1999 .

Introduction to Machine Learning

Ethem Alpaydin, 1992, Advanced Topics in Artificial Intelligence.

Canonical correlation analysis using within-class coupling

Ethem Alpaydin, Olcay Kursun, Oleg V. Favorov, 2011, Pattern Recognit. Lett..