Ethem Alpaydin

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

Calculating the VC-dimension of decision trees

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

Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction

Ethem Alpaydin, Olcay Kursun, 2010, ICAISC.

Introduction to Machine Learning (Adaptive Computation and Machine Learning)

Ethem Alpaydin, Ethem Alpaydin, 2004 .

Incremental construction of classifier and discriminant ensembles

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

Regularizing Soft Decision Trees

Ethem Alpaydin, Olcay Taner Yildiz, 2013, ISCIS.

Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Erkki Oja, Okyay Kaynak, Ethem Alpaydin, 2003 .

Dropout Regularization in Hierarchical Mixture of Experts pdf

Ethem Alpaydin, Ozan Irsoy, 2021, Neurocomputing.

Classification and Ranking Approaches to Discriminative Language Modeling for ASR

Ethem Alpaydin, Murat Saraclar, Murat Semerci, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Simplified ART: A new class of ART algorithms

Ethem Alpaydin, Andrea Baraldi, Ethem Alpaydin, 1998 .

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.

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

Ethem Alpaydin, Murat Saraclar, Murat Semerci, 2011, INTERSPEECH.

Statistical Tests Using Hinge/ε-Sensitive Loss

Ethem Alpaydin, Olcay Taner Yildiz, 2012, ISCIS.

Dynamic Alignment Distance Based Online Signature Verification

Ethem Alpaydin, 2004 .

Distributed and local neural classifiers for phoneme recognition

Ethem Alpaydin, Fikret S. Gürgen, R. Alpaydin, 1994, Pattern Recognit. Lett..

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

Ethem Alpaydin, Olcay Taner Yildiz, Aydin Ulas, 2012, Pattern Recognit..

Soft decision trees

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

Combining Pattern Classifiers: Methods and Algorithms

Ethem Alpaydin, 2004 .

Multiple Kernel Learning Algorithms

Ethem Alpaydin, Mehmet Gönen, Ethem Alpaydin, 2011, J. Mach. Learn. Res..

Feature selection for pose invariant face recognition

Berk Gökberk, Lale Akarun, Ethem Alpaydin, 2002, Object recognition supported by user interaction for service robots.

Constructive feedforward ART clustering networks. I

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

Multivariate Statistical Tests for Comparing Classification Algorithms

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

Machine learning

Ethem Alpaydin, Ethem Alpaydin, 2011 .

Handling of Deterministic Relationships in Constraint-based Causal Discovery

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

Supervised learning of local projection kernels

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

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..

Combining Multiple Representations for Pen-based Handwritten Digit Recognition

Ethem Alpaydin, Fevzi Alimoğlu, Ethem Alpaydin, 2001 .

Constructive feedforward ART clustering networks. II

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

FLIP-ECOC: A Greedy Optimization of the

Ethem Alpaydin, Terry Windeatt, 2010 .

Cost-conscious classifier ensembles

Cigdem Demir, Ethem Alpaydin, 2005, Pattern Recognit. Lett..

Continuously Constructive Deep Neural Networks

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

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.

Multivariate Comparison of Classification Algorithms pdf

Ethem Alpaydin, Olcay Taner Yildiz, 2014, ArXiv.

Canonical correlation analysis using within-class coupling

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

Autoencoder Trees pdf

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

Soft vector quantization and the EM algorithm

Ethem Alpaydin, Ethem Alpaydin, 1998, Neural Networks.

Machine Learning: The New AI

Ethem Alpaydin, Ethem Alpaydin, 2016 .

Budding Trees

Ethem Alpaydin, Olcay Taner Yildiz, Ozan Irsoy, 2014, 2014 22nd International Conference on Pattern Recognition.

Classifying multimodal data

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

Regularizing multiple kernel learning using response surface methodology

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

REx: Learning A Rule and Exceptions

Ethem Alpaydin, Ethem Alpaydin, 1997 .

Voting over Multiple Condensed Nearest Neighbors

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

Combining Multiple Learners

Ethem Alpaydin, 2014 .

Multiclass Posterior Probability Support Vector Machines

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

Hierarchical Mixtures of Generators for Adversarial Learning pdf

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

ANNSyS: an Analog Neural Network Synthesis System

Sina Balkir, Günhan Dündar, Ethem Alpaydin, 1999, Neural Networks.

Unsupervised feature extraction with autoencoder trees

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

Model Selection in Omnivariate Decision Trees

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

Distributed Decision Trees pdf

Ethem Alpaydin, Ozan Irsoy, 2014, ArXiv.

Localized Multiple Kernel Regression

Ethem Alpaydin, Mehmet Gönen, 2010, 2010 20th International Conference on Pattern Recognition.

Support Vector Machine for Multiclass Classification

Ethem Alpaydin, Eddy Mayoraz, 1998 .

Convolutional Soft Decision Trees

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

Introduction to machine learning, 2rd ed

Ethem Alpaydin, 2014 .

Introduction to machine learning

Ethem Alpaydin, Ethem Alpaydin, 2004, Adaptive computation and machine learning.

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.

Why We are Interested in Machine Learning

Ethem Alpaydin, 2016 .

Omnivariate decision trees

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

Training bidirectional generative adversarial networks with hints

Ethem Alpaydin, Uras Mutlu, 2020, Pattern Recognit..

Bayesian Decision Theory

Ethem Alpaydin, 2014 .

Learning the best subset of local features for face recognition

Berk Gökberk, Lale Akarun, Ethem Alpaydin, 2007, Pattern Recognit..

Multiple networks for function learning

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

Learning error-correcting output codes from data

Ethem Alpaydin, Eddy Mayoraz, Ethem Alpaydin, 1999 .

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

Ethem Alpaydin, 1998, Robotica.

Localized algorithms for multiple kernel learning

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

Cascading classifiers

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

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..

Fuzzy error diffusion of color images

Lale Akarun, Ethem Alpaydin, Dogan Özdemir, 1997, Proceedings of International Conference on Image Processing.

Guest editorial

Ethem Alpaydin, 1999, Artif. Intell. Eng..

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

Berk Gökberk, Lale Akarun, Ethem Alpaydin, 2003, Advanced Studies in Biometrics.

Hidden Markov Models

Ethem Alpaydin, 2014 .

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

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

Cost-conscious multiple kernel learning

Ethem Alpaydin, Mehmet Gönen, 2010, Pattern Recognit. Lett..

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

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

Multiple neural networks and weighted voting

Ethem Alpaydin, 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems.

CASCADING MULTIPLE CLASSIFIERS AND REPRESENTATIONS FOR OPTICAL AND PEN-BASED HANDWRITTEN DIGIT RECOGNITION

Ethem Alpaydin, C. Kaynak, F. Alimoglu, 2004 .

Optimal Gabor kernel location selection for face recognition

Berk Gökberk, Lale Akarun, Ethem Alpaydin, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Single and Multiple Memory-based Neural Networks for Efficient Function Approximation

Ethem Alpaydin, 1993 .

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..

FLIP-ECOC: A Greedy Optimization of the ECOC Matrix

Ethem Alpaydin, Terry Windeatt, Berrin A. Yanikoglu, 2010, ISCIS.

Neural Networks and Deep Learning

Ethem Alpaydin, 2016 .