Ethem Alpaydın

5.3k total citations · 2 hit papers
80 papers, 3.1k citations indexed

About

Ethem Alpaydın is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Ethem Alpaydın has authored 80 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 53 papers in Artificial Intelligence, 40 papers in Computer Vision and Pattern Recognition and 9 papers in Signal Processing. Recurrent topics in Ethem Alpaydın's work include Face and Expression Recognition (31 papers), Neural Networks and Applications (28 papers) and Machine Learning and Data Classification (13 papers). Ethem Alpaydın is often cited by papers focused on Face and Expression Recognition (31 papers), Neural Networks and Applications (28 papers) and Machine Learning and Data Classification (13 papers). Ethem Alpaydın collaborates with scholars based in Türkiye, United States and Netherlands. Ethem Alpaydın's co-authors include Mehmet Gönen, Olcay Taner Yıldız, Lale Akarun, Andrea Baraldi, Albert Ali Salah, Ozan İrsoy, Aydın Ulaş, Michael I. Jordan, Eddy Mayoraz and Berk Gökberk and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, European Journal of Operational Research and Pattern Recognition.

In The Last Decade

Ethem Alpaydın

77 papers receiving 3.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Multiple Kernel Learning Algorithms

2011 1.2k citations Mehmet Gönen, Ethem Alpaydın Journal of Machine Learning Research profile →
Machine Learning

2021 183 citations Ethem Alpaydın The MIT Press eBooks profile →

Peers

Countries citing papers authored by Ethem Alpaydın

Since Specialization

Citations

This map shows the geographic impact of Ethem Alpaydın's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ethem Alpaydın with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ethem Alpaydın more than expected).

Fields of papers citing papers by Ethem Alpaydın

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ethem Alpaydın. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ethem Alpaydın. The network helps show where Ethem Alpaydın may publish in the future.

Co-authorship network of co-authors of Ethem Alpaydın

This figure shows the co-authorship network connecting the top 25 collaborators of Ethem Alpaydın. A scholar is included among the top collaborators of Ethem Alpaydın based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ethem Alpaydın. Ethem Alpaydın is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Maschinelles Lernen 2021 ·Ethem Alpaydın	2
2	Machine Learning breakdown → 2021 ·The MIT Press eBooks ·Ethem Alpaydın	183
3	Soft decision trees 2019 ·Akademik Açık Erişim (Işık Üniversitesi) ·Ozan İrsoy, Olcay Taner Yıldız, Ethem Alpaydın	12
4	Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies 2012 ·IEEE/ACM Transactions on Computational Biology and Bioinformatics ·Ozan İrsoy, Olcay Taner Yıldız, Ethem Alpaydın	14
5	Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models 2011 ·Conference of the International Speech Communication Association ·(unknown), (unknown), Murat Saraçlar, Ethem Alpaydın	2
6	Multiple Kernel Learning Algorithms breakdown → 2011 ·Journal of Machine Learning Research ·Mehmet Gönen, Ethem Alpaydın	1156
7	Machine learning integration for predicting the effect of single amino acid substitutions on protein stability 2009 ·BMC Structural Biology ·Ayşegül Özen, Mehmet Gönen, Ethem Alpaydın, Türkan Haliloǧlu	24
8	Multiclass Posterior Probability Support Vector Machines 2008 ·IEEE Transactions on Neural Networks ·Mehmet Gönen, (unknown), Ethem Alpaydın	53
9	Selection of kernel location, frequency, and orientation parameters of 2-D Gabor wavelets for face recognition 2003 ·Perception ·Berk Gökberk, Lale Akarun, Ethem Alpaydın	1
10	Handling of Deterministic Relationships in Constraint-based Causal Discovery. 2002 ·(unknown), Ethem Alpaydın, H. Levent Akın, Taner Bi̇lgi̇ç	3
11	Constructive feedforward ART clustering networks. II 2002 ·IEEE Transactions on Neural Networks ·Andrea Baraldi, Ethem Alpaydın	18
12	Constructive feedforward ART clustering networks. I 2002 ·IEEE Transactions on Neural Networks ·Andrea Baraldi, Ethem Alpaydın	62
13	Combining multiple representations and classifiers for pen-based handwritten digit recognition 2002 ·(unknown), Ethem Alpaydın	72
14	Combining Multiple Representations for Pen-based Handwritten Digit Recognition 2001 ·TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ·(unknown), Ethem Alpaydın	38
15	Omnivariate decision trees 2001 ·IEEE Transactions on Neural Networks ·Olcay Taner Yıldız, Ethem Alpaydın	66
16	MultiStage Cascading of Multiple Classifiers: One Man's Noise is Another Man's Data 2000 ·International Conference on Machine Learning ·(unknown), Ethem Alpaydın	27
17	ANNSyS: an Analog Neural Network Synthesis System 1999 ·Neural Networks ·I. Bayraktaroglu, (unknown), Günhan Dündar, Sina Balkır, Ethem Alpaydın	18
18	Local linear perceptrons for classification 1996 ·IEEE Transactions on Neural Networks ·Ethem Alpaydın, Michael I. Jordan	54
19	Selective Attention for Handwritten Digit Recognition 1995 ·Neural Information Processing Systems ·Ethem Alpaydın	7
20	Optical character recognition using artificial neural networks 1989 ·Ethem Alpaydın	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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