Ethem Alpaydin

89 papers A* 3A 2B 5C 3Misc 1Journal 45Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Half-Layered Neural Networks. CoRR Ethem Alpaydin
2022	—	`conf`	Distributed Decision Trees. S+SSPR Ozan Irsoy, Ethem Alpaydin
2022	J	`jnl`	PathFinder: Discovering Decision Pathways in Deep Neural Networks. CoRR Ozan Irsoy, Ethem Alpaydin
2021	J	`jnl`	Dropout regularization in hierarchical mixture of experts. Neurocomputing Ozan Irsoy, Ethem Alpaydin
2020	J	`jnl`	Continuously Constructive Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Ozan Irsoy, Ethem Alpaydin
2020	B	`conf`	Hierarchical Mixtures of Generators for Adversarial Learning. ICPR Alper Ahmetoglu, Ethem Alpaydin
2020	J	`jnl`	Training bidirectional generative adversarial networks with hints. Pattern Recognit. Uras Mutlu, Ethem Alpaydin
2019	J	`jnl`	Hierarchical Mixtures of Generators for Adversarial Learning. CoRR Alper Ahmetoglu, Ethem Alpaydin
2019	—	`conf`	Learning Word Representations with Deep Neural Networks for Turkish. SIU Enes Burak Dündar, Ethem Alpaydin
2018	—	`ch.`	Classifying multimodal data. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Ethem Alpaydin
2018	J	`jnl`	Continuously Constructive Deep Neural Networks. CoRR Ozan Irsoy, Ethem Alpaydin
2018	—	`conf`	Convolutional Soft Decision Trees. ICANN (1) Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin
2018	J	`jnl`	Dropout Regularization in Hierarchical Mixture of Experts. CoRR Ozan Irsoy, Ethem Alpaydin
2018	—	`conf`	What's in a Game? The Effect of Game Complexity on Deep Reinforcement Learning. CGW@IJCAI Erdem Emekligil, Ethem Alpaydin
2017	J	`jnl`	Unsupervised feature extraction with autoencoder trees. Neurocomputing Ozan Irsoy, Ethem Alpaydin
2016	—	`ch.`	Bagging Soft Decision Trees. Machine Learning for Health Informatics Olcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin
2016	B	`conf`	BeamECOC: A local search for the optimization of the ECOC matrix. ICPR Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin
2016	—	`book`	Machine Learning: The New AI Ethem Alpaydin
2015	C	`conf`	Autoencoder Trees. ACML Ozan Irsoy, Ethem Alpaydin
2015	J	`jnl`	Single- vs. multiple-instance classification. Pattern Recognit. Ethem Alpaydin, Veronika Cheplygina, Marco Loog, David M. J. Tax
2014	J	`jnl`	Autoencoder Trees. CoRR Ozan Irsoy, Ethem Alpaydin
2014	B	`conf`	Budding Trees. ICPR Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2014	J	`jnl`	Distributed Decision Trees. CoRR Ozan Irsoy, Ethem Alpaydin
2014	J	`jnl`	Multivariate Comparison of Classification Algorithms. CoRR Olcay Taner Yildiz, Ethem Alpaydin
2013	J	`jnl`	Classification and Ranking Approaches to Discriminative Language Modeling for ASR. IEEE Trans. Speech Audio Process. Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin
2013	J	`jnl`	Localized algorithms for multiple kernel learning. Pattern Recognit. Mehmet Gönen, Ethem Alpaydin
2013	—	`conf`	Mixtures of Large Margin Nearest Neighbor Classifiers. ECML/PKDD (2) Murat Semerci, Ethem Alpaydin
2013	—	`conf`	Regularizing Soft Decision Trees. ISCIS Olcay Taner Yildiz, Ethem Alpaydin
2012	J	`jnl`	Cost-conscious comparison of supervised learning algorithms over multiple data sets. Pattern Recognit. Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin
2012	J	`jnl`	Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies. IEEE ACM Trans. Comput. Biol. Bioinform. Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2012	J	`jnl`	Eigenclassifiers for combining correlated classifiers. Inf. Sci. Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin
2012	B	`conf`	Soft decision trees. ICPR Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2012	—	`conf`	Statistical Tests Using Hinge/ ISCIS Olcay Taner Yildiz, Ethem Alpaydin
2011	J	`jnl`	Canonical correlation analysis using within-class coupling. Pattern Recognit. Lett. Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov
2011	A	`conf`	Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models. INTERSPEECH Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin
2011	—	`conf`	Learning the areas of expertise of classifiers in an ensemble. WCIT Esma Kilic, Ethem Alpaydin
2011	J	`jnl`	Multiple Kernel Learning Algorithms. J. Mach. Learn. Res. Mehmet Gönen, Ethem Alpaydin
2011	—	`conf`	Multivariate Statistical Tests for Comparing Classification Algorithms. LION Olcay Taner Yildiz, Özlem Aslan, Ethem Alpaydin
2011	J	`jnl`	Regularizing multiple kernel learning using response surface methodology. Pattern Recognit. Mehmet Gönen, Ethem Alpaydin
2010	—	`conf`	Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction. ICAISC (1) Olcay Kursun, Ethem Alpaydin
2010	J	`jnl`	Cost-conscious multiple kernel learning. Pattern Recognit. Lett. Mehmet Gönen, Ethem Alpaydin
2010	—	`conf`	FLIP-ECOC: A Greedy Optimization of the ECOC Matrix. ISCIS Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin
2010	B	`conf`	Localized Multiple Kernel Regression. ICPR Mehmet Gönen, Ethem Alpaydin
2010	J	`jnl`	Supervised learning of local projection kernels. Neurocomputing Mehmet Gönen, Ethem Alpaydin
2009	J	`jnl`	An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron. Int. J. Pattern Recognit. Artif. Intell. Oya Aran, Olcay Taner Yildiz, Ethem Alpaydin
2009	—	`conf`	Calculating the VC-dimension of decision trees. ISCIS Özlem Aslan, Olcay Taner Yildiz, Ethem Alpaydin
2009	J	`jnl`	Incremental construction of classifier and discriminant ensembles. Inf. Sci. Aydin Ulas, Murat Semerci, Olcay Taner Yildiz, Ethem Alpaydin
2008	A*	`conf`	Localized multiple kernel learning. ICML Mehmet Gönen, Ethem Alpaydin
2008	J	`jnl`	Multiclass Posterior Probability Support Vector Machines. IEEE Trans. Neural Networks Mehmet Gönen, Ayse Gönül Tanugur, Ethem Alpaydin
2007	J	`jnl`	Learning the best subset of local features for face recognition. Pattern Recognit. Berk Gökberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin
2006	J	`jnl`	Ordering and Finding the Best of K > 2 Supervised Learning Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. Olcay Taner Yildiz, Ethem Alpaydin
2005	J	`jnl`	Cost-conscious classifier ensembles. Pattern Recognit. Lett. Cigdem Demir, Ethem Alpaydin
2005	J	`jnl`	Linear discriminant trees. Int. J. Pattern Recognit. Artif. Intell. Olcay Taner Yildiz, Ethem Alpaydin
2005	—	`conf`	Model Selection in Omnivariate Decision Trees. ECML Olcay Taner Yildiz, Ethem Alpaydin
2004	—	`conf`	Incremental Mixtures of Factor Analysers. ICPR (1) Albert Ali Salah, Ethem Alpaydin
2004	—	`book`	Introduction to machine learning. Ethem Alpaydin
2003	C	`ed.`	Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings ICANN Okyay Kaynak, Ethem Alpaydin, Erkki Oja, Lei Xu
2003	—	`conf`	Estimating Distributions in Genetic Algorithms. ISCIS Onur Dikmen, H. Levent Akin, Ethem Alpaydin
2003	—	`conf`	Optimal Gabor kernel location selection for face recognition. ICIP (1) Berk Gökberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin
2003	—	`conf`	Selection of Location, Frequency, and Orientation Parameters of 2D Gabor Wavelets for Face Recognition. Advanced Studies in Biometrics Berk Gökberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin
2002	J	`jnl`	A Selective Attention-Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Albert Ali Salah, Ethem Alpaydin, Lale Akarun
2002	J	`jnl`	Constructive feedforward ART clustering networks. I. IEEE Trans. Neural Networks Andrea Baraldi, Ethem Alpaydin
2002	J	`jnl`	Constructive feedforward ART clustering networks. II. IEEE Trans. Neural Networks Andrea Baraldi, Ethem Alpaydin
2002	—	`conf`	Feature Selection for Pose Invariant Face Recognition. ICPR (4) Berk Gökberk, Lale Akarun, Ethem Alpaydin
2002	—	`conf`	Handling of Deterministic Relationships in Constraint-based Causal Discovery. Probabilistic Graphical Models Yusuf Kenan Yilmaz, Ethem Alpaydin, H. Levent Akin, Taner Bilgiç
2001	J	`jnl`	Omnivariate decision trees. IEEE Trans. Neural Networks Olcay Taner Yildiz, Ethem Alpaydin
2001	C	`conf`	Weight Quantization for Multi-layer Perceptrons Using Soft Weight Sharing. ICANN Fatih Köksal, Ethem Alpaydin, Günhan Dündar
2000	A*	`conf`	Linear Discriminant Trees. ICML Olcay Taner Yildiz, Ethem Alpaydin
2000	A*	`conf`	MultiStage Cascading of Multiple Classifiers: One Man's Noise is Another Man's Data. ICML Cenk Kaynak, Ethem Alpaydin
2000	Misc	`conf`	Two-stage approach for pose invariant face recognition. ICASSP E. Demir, Lale Akarun, Ethem Alpaydin
1999	J	`jnl`	ANNSyS: an Analog Neural Network Synthesis System. Neural Networks Ismet Bayraktaroglu, Arif Selçuk Ögrenci, Günhan Dündar, Sina Balkir, Ethem Alpaydin
1999	J	`jnl`	Combined 5 x 2 cv F Test for Comparing Supervised Classification Learning Algorithms. Neural Comput. Ethem Alpaydin
1999	J	`jnl`	Guest editorial. Artif. Intell. Eng. Ethem Alpaydin
1999	—	`conf`	Support Vector Machines for Multi-class Classification. IWANN (2) Eddy Mayoraz, Ethem Alpaydin
1998	J	`jnl`	Cascading classifiers. Kybernetika Ethem Alpaydin, Cenk Kaynak
1998	J	`jnl`	Engineering of Intelligent Systems EIS'98 (February 11-13, 1998). Robotica Ethem Alpaydin
1998	J	`jnl`	Soft vector quantization and the EM algorithm. Neural Networks Ethem Alpaydin
1997	—	`conf`	ANNSyS (an analog neural network synthesis system). ICNN Ismet Bayraktaroglu, Arif Selçuk Ögrenci, Günhan Dündar, Sina Balkir, Ethem Alpaydin
1997	A	`conf`	Combining Multiple Representations and Classifiers for Pen-based Handwritten Digit Recognitio. ICDAR Fevzi Alimoglu, Ethem Alpaydin
1997	—	`conf`	Fuzzy error diffusion of color images. ICIP (3) Lale Akarun, Dogan Özdemir, Ethem Alpaydin
1997	J	`jnl`	Voting over Multiple Condensed Nearest Neighbors. Artif. Intell. Rev. Ethem Alpaydin
1996	J	`jnl`	Local linear perceptrons for classification. IEEE Trans. Neural Networks Ethem Alpaydin, Michael I. Jordan
1995	J	`jnl`	Comparison of Kernel Estimators, Perceptrons and Radial-Basis Functions for OCR and Speech Classification. Neural Comput. Appl. Ethem Alpaydin, Fikret S. Gürgen
1995	—	`conf`	Selective Attention for Handwritten Digit Recognition. NIPS Ethem Alpaydin
1994	J	`jnl`	Distributed and local neural classifiers for phoneme recognition. Pattern Recognit. Lett. Fikret S. Gürgen, R. Alpaydin, U. Ünlüakin, Ethem Alpaydin
1994	J	`jnl`	GAL: Networks That Grow When They Learn and Shrink When They Forget. Int. J. Pattern Recognit. Artif. Intell. Ethem Alpaydin
1993	—	`conf`	Multiple networks for function learning. ICNN Ethem Alpaydin
1992	—	`conf`	Multiple neural networks and weighted voting. ICPR (2) Ethem Alpaydin
1989	—	`conf`	What is a feature, that it may define a character, and a character, that it may be defined by a feature ? NATO Neurocomputing Ethem Alpaydin