2009 |
31 | EE | Oya Aran,
Olcay Taner Yildiz,
Ethem Alpaydin:
An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.
IJPRAI 23(2): 159-190 (2009) |
2008 |
30 | EE | Mehmet Gönen,
Ethem Alpaydin:
Localized multiple kernel learning.
ICML 2008: 352-359 |
29 | EE | Mehmet Gönen,
Ayse Gönül Tanugur,
Ethem Alpaydin:
Multiclass Posterior Probability Support Vector Machines.
IEEE Transactions on Neural Networks 19(1): 130-139 (2008) |
2007 |
28 | EE | Berk Gökberk,
M. Okan Irfanoglu,
Lale Akarun,
Ethem Alpaydin:
Learning the best subset of local features for face recognition.
Pattern Recognition 40(5): 1520-1532 (2007) |
2006 |
27 | EE | Olcay Taner Yildiz,
Ethem Alpaydin:
Ordering and Finding the Best of K > 2 Supervised Learning Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell. 28(3): 392-402 (2006) |
2005 |
26 | EE | Olcay Taner Yildiz,
Ethem Alpaydin:
Model Selection in Omnivariate Decision Trees.
ECML 2005: 473-484 |
25 | EE | Olcay Taner Yildiz,
Ethem Alpaydin:
Linear discriminant trees.
IJPRAI 19(3): 323-353 (2005) |
24 | EE | Cigdem Demir,
Ethem Alpaydin:
Cost-conscious classifier ensembles.
Pattern Recognition Letters 26(14): 2206-2214 (2005) |
2004 |
23 | EE | Albert Ali Salah,
Ethem Alpaydin:
Incremental Mixtures of Factor Analysers.
ICPR (1) 2004: 276-279 |
2003 |
22 | | Okyay Kaynak,
Ethem Alpaydin,
Erkki Oja,
Lei Xu:
Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings
Springer 2003 |
21 | EE | Berk Gökberk,
M. Okan Irfanoglu,
Lale Akarun,
Ethem Alpaydin:
Selection of Location, Frequency, and Orientation Parameters of 2D Gabor Wavelets for Face Recognition.
Advanced Studies in Biometrics 2003: 138-146 |
20 | | Berk Gökberk,
M. Okan Irfanoglu,
Lale Akarun,
Ethem Alpaydin:
Optimal Gabor kernel location selection for face recognition.
ICIP (1) 2003: 677-680 |
19 | EE | Onur Dikmen,
H. Levent Akin,
Ethem Alpaydin:
Estimating Distributions in Genetic Algorithms.
ISCIS 2003: 521-528 |
2002 |
18 | EE | Berk Gökberk,
Lale Akarun,
Ethem Alpaydin:
Feature Selection for Pose Invariant Face Recognition.
ICPR (4) 2002: 306-309 |
17 | EE | Yusuf Kenan Yilmaz,
Ethem Alpaydin,
H. Levent Akin,
Taner Bilgiç:
Handling of Deterministic Relationships in Constraint-based Causal Discovery.
Probabilistic Graphical Models 2002 |
16 | EE | Albert Ali Salah,
Ethem Alpaydin,
Lale Akarun:
A Selective Attention-Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell. 24(3): 420-425 (2002) |
2001 |
15 | EE | Fatih Köksal,
Ethem Alpaydin,
Günhan Dündar:
Weight Quantization for Multi-layer Perceptrons Using Soft Weight Sharing.
ICANN 2001: 211-216 |
2000 |
14 | | Olcay Taner Yildiz,
Ethem Alpaydin:
Linear Discriminant Trees.
ICML 2000: 1175-1182 |
13 | | Cenk Kaynak,
Ethem Alpaydin:
MultiStage Cascading of Multiple Classifiers: One Man's Noise is Another Man's Data.
ICML 2000: 455-462 |
1999 |
12 | | Eddy Mayoraz,
Ethem Alpaydin:
Support Vector Machines for Multi-class Classification.
IWANN (2) 1999: 833-842 |
11 | EE | Ethem Alpaydin:
Guest editorial.
AI in Engineering 13(4): 339 (1999) |
10 | | Ethem Alpaydin:
Combined 5 x 2 cv F Test for Comparing Supervised Classification Learning Algorithms.
Neural Computation 11(8): 1885-1892 (1999) |
9 | EE | Ismet Bayraktaroglu,
Arif Selçuk Ögrenci,
Günhan Dündar,
Sina Balkir,
Ethem Alpaydin:
ANNSyS: an Analog Neural Network Synthesis System.
Neural Networks 12(2): 325-338 (1999) |
1998 |
8 | EE | Ethem Alpaydin:
Soft vector quantization and the EM algorithm.
Neural Networks 11(3): 467-477 (1998) |
1997 |
7 | EE | Fevzi Alimoglu,
Ethem Alpaydin:
Combining Multiple Representations and Classifiers for Pen-based Handwritten Digit Recognitio.
ICDAR 1997: 637-640 |
6 | EE | Lale Akarun,
Dogan Özdemir,
Ethem Alpaydin:
Fuzzy error diffusion of color images.
ICIP (3) 1997: 46- |
5 | | Ethem Alpaydin:
Voting over Multiple Condensed Nearest Neighbors.
Artif. Intell. Rev. 11(1-5): 115-132 (1997) |
1995 |
4 | EE | Ethem Alpaydin:
Selective Attention for Handwritten Digit Recognition.
NIPS 1995: 771-777 |
3 | | Ethem Alpaydin,
Fikret S. Gürgen:
Comparison of Kernel Estimators, Perceptrons and Radial-Basis Functions for OCR and Speech Classification.
Neural Computing and Applications 3(1): 38-49 (1995) |
1994 |
2 | | Ethem Alpaydin:
GAL: Networks That Grow When They Learn and Shrink When They Forget.
IJPRAI 8(1): 391-414 (1994) |
1 | EE | Fikret S. Gürgen,
R. Alpaydin,
U. Ünlüakin,
Ethem Alpaydin:
Distributed and local neural classifiers for phoneme recognition.
Pattern Recognition Letters 15(10): 1111-1118 (1994) |