Volkan Atalay

According to our database, Volkan Atalay authored at least 59 papers between 1992 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Hybrid deep learning models with data fusion approach for electricity load forecasting.

Serkan Özen, Adnan Yazici, Volkan Atalay

Expert Syst. J. Knowl. Eng., February, 2025

2023

Online embedding and clustering of evolving data streams.

Alaettin Zubaroglu, Volkan Atalay

Stat. Anal. Data Min., February, 2023

Power Consumption Forecasting by Hybrid Deep Architectures with Data Fusion.

Serkan Özen, Volkan Atalay

Comput. Informatics, 2023

Transfer learning for drug-target interaction prediction.

Alperen Dalkiran, Ahmet Atakan, Ahmet Süreyya Rifaioglu, Maria Jesus Martin, Rengül Çetin-Atalay, Aybar C. Acar, Tunca Dogan, Volkan Atalay

Bioinform., 2023

2022

SLPred: a multi-view subcellular localization prediction tool for multi-location human proteins.

Gökhan Özsari, Ahmet Süreyya Rifaioglu, Ahmet Atakan, Tunca Dogan, Maria Jesus Martin, Rengül Çetin-Atalay, Volkan Atalay

Bioinform., 2022

2021

MDeePred: novel multi-channel protein featurization for deep learning-based binding affinity prediction in drug discovery.

Ahmet Süreyya Rifaioglu, Rengül Çetin-Atalay, Deniz Cansen Kahraman, Tunca Dogan, Maria Jesus Martin, Volkan Atalay

Bioinform., 2021

Data stream clustering: a review.

Alaettin Zubaroglu, Volkan Atalay

Artif. Intell. Rev., 2021

2020

iBioProVis: interactive visualization and analysis of compound bioactivity space.

Ataberk Donmez, Ahmet Süreyya Rifaioglu, Aybar C. Acar, Tunca Dogan, Rengül Çetin-Atalay, Volkan Atalay, Wren Jonathan

Bioinform., 2020

iBioProVis: interactive visualization and analysis of compound bioactivity space.

Ataberk Donmez, Ahmet Süreyya Rifaioglu, Aybar C. Acar, Tunca Dogan, Rengül Çetin-Atalay, Volkan Atalay

Bioinform., 2020

2019

Recent applications of deep learning and machine intelligence on in silico drug discovery: methods, tools and databases.

Ahmet Süreyya Rifaioglu, Heval Atas, Maria Jesus Martin, Rengül Çetin-Atalay, Volkan Atalay, Tunca Dogan

Briefings Bioinform., 2019

Forecasting of Product Quality Through Anomaly Detection.

Mehmet Dinç, Seyda Ertekin, Hadi Özkan, Can Meydanli, Volkan Atalay

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Online Embedding and Clustering of Data Streams.

Alaettin Zubaroglu, Volkan Atalay

Proceedings of the 3rd International Conference on Big Data Research, 2019

Comparison of Predictive Models for Forecasting Time-series Data.

Serkan Özen, Volkan Atalay, Adnan Yazici

Proceedings of the 3rd International Conference on Big Data Research, 2019

2018

EClerize: A customized force-directed graph drawing algorithm for biological graphs with EC attributes.

Hasan Fehmi Danaci, Rengül Çetin-Atalay, Volkan Atalay

J. Bioinform. Comput. Biol., 2018

ECPred: a tool for the prediction of the enzymatic functions of protein sequences based on the EC nomenclature.

Alperen Dalkiran, Ahmet Süreyya Rifaioglu, Maria Jesus Martin, Rengül Çetin-Atalay, Volkan Atalay, Tunca Dogan

BMC Bioinform., 2018

2015

HandVR: a hand-gesture-based interface to a video retrieval system.

Serkan Genç, Muhammet Bastan, Ugur Güdükbay, Volkan Atalay, Özgür Ulusoy

Signal Image Video Process., 2015

2014

Discriminative Modeling of Cell Signaling as Bayesian Networks.

Ayse Gul Yaman, Aybar C. Acar, Volkan Atalay, Rengül Çetin-Atalay

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2010

Evaluation of Signaling Cascades Based on the Weights from Microarray and ChIP-seq Data.

Zerrin Isik, Volkan Atalay, Rengül Çetin-Atalay

Proceedings of the third International Workshop on Machine Learning in Systems Biology, 2010

Bi-k-bi clustering: mining large scale gene expression data using two-level biclustering.

Levent Çarkacioglu, Rengül Çetin-Atalay, Özlen Konu, Volkan Atalay, Tolga Can

Int. J. Data Min. Bioinform., 2010

Data and Model Driven Hybrid Approach to Activity Scoring of Cyclic Pathways.

Zerrin Isik, Volkan Atalay, Cevdet Aykanat, Rengül Çetin-Atalay

Proceedings of the Computer and Information Sciences, 2010

2009

Which Shape Representation Is the Best for Real-Time Hand Interface System?

Serkan Genç, Volkan Atalay

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

2008

Subsequence-based feature map for protein function classification.

Ömer Sinan Saraç, Özge Gürsoy-Yüzügüllü, Rengül Çetin-Atalay, Volkan Atalay

Comput. Biol. Chem., 2008

2006

Relative Consistency of Projective Reconstructions Obtained from the Same Image Pair.

Burçak Otlu, Volkan Atalay, Reza Hassanpour

Int. J. Pattern Recognit. Artif. Intell., 2006

Texture Classification and Retrieval Using the Random Neural Network Model.

Alper Teke, Volkan Atalay

Comput. Manag. Sci., 2006

2005

Implicit motif distribution based hybrid computational kernel for sequence classification.

Volkan Atalay, Rengül Çetin-Atalay

Bioinform., 2005

2004

Almost autonomous training of mixtures of principal component analyzers.

Mohamed E. M. Musa, Dick de Ridder, Robert P. W. Duin, Volkan Atalay

Pattern Recognit. Lett., 2004

Camera auto-calibration using a sequence of 2D images with small rotations.

Reza Hassanpour, Volkan Atalay

Pattern Recognit. Lett., 2004

Delaunay Triangulation based 3D Human Face Modeling from Uncalibrated Images.

Reza Hassanpour, Volkan Atalay

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Change Detection in Aerial Images.

Mohamed Borchani, Florence Cloppet, Volkan Atalay, Georges Stamon

Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

2003

Silhouette-based 3-D model reconstruction from multiple images.

Adem Yasar Mülayim, Ulas Yilmaz, Volkan Atalay

IEEE Trans. Syst. Man Cybern. Part B, 2003

An Image-based Inexpensive 3D Scanner.

Ulas Yilmaz, Adem Yasar Mülayim, Volkan Atalay

Int. J. Image Graph., 2003

Ore-age: a hybrid system for assisting and teaching mining method selection.

Cenk Guray, Nese Celebi, Volkan Atalay, A. Gunhan Pasamehmetoglu

Expert Syst. Appl., 2003

Prediction of Protein Subcellular Localization Based on Primary Sequence Data.

Mert Özarar, Volkan Atalay, Rengül Çetin-Atalay

Proceedings of the Computer and Information Sciences, 2003

Texture Segmentation Using the Mixtures of Principal Component Analyzers.

Mohamed E. M. Musa, Robert P. W. Duin, Dick de Ridder, Volkan Atalay

Proceedings of the Computer and Information Sciences, 2003

Computer vision based unistroke keyboard system and mouse for the handicapped.

Erkut Erdem, Aykut Erdem, Volkan Atalay, A. Enis Çetin

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A Character Recognizer for Turkish Language.

Sait Ulas Korkmaz, G. Kirçiçegi, Y. Akinci, Volkan Atalay

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Occlusion Culling for Image-Based Rendering withWarping.

Soner I. Sen, Volkan Atalay

Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003

Image-based Extraction of Material Reflectance Properties of a 3D Rigid Object.

Erkut Erdem, Aykut Erdem, Volkan Atalay

Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003

2002

Projection based method for segmentation of human face and its evaluation.

Selin Baskan, M. Mete Bulut, Volkan Atalay

Pattern Recognit. Lett., 2002

A hierarchical representation of form documents for identification and retrieval.

Pinar Duygulu, Volkan Atalay

Int. J. Document Anal. Recognit., 2002

Head Modeling with Camera Autocalibration and Deformation.

Reza Hassanpour, Volkan Atalay

Proceedings of the 7th International Fall Workshop on Vision, Modeling, and Visualization, 2002

PCA for Gender Estimation: Which Eigenvectors Contribute?

Koray Balci, Volkan Atalay

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Computer vision based mouse.

Aykut Erdem, Erkut Erdem, Yasemin Yardimci, Volkan Atalay, A. Enis Çetin

Proceedings of the IEEE International Conference on Acoustics, 2002

Reconstruction of Three Dimensional Models from Real Images.

Ulas Yilmaz, Adem Yasar Mülayim, Volkan Atalay

Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001

Vision-Based Single-Stroke Character Recognition for Wearable Computing.

Ömer Faruk Özer, Oguz Özün, C. Öncel Tüzel, Volkan Atalay, A. Enis Çetin

IEEE Intell. Syst., 2001

Multibaseline stereo correction for silhouette-based 3D model reconstruction from multiple images.

Adem Yasar Mülayim, Volkan Atalay

Proceedings of the Conference on Three-Dimensional Image Capture and Applications IV, 2001

2000

On the Silhouette Based 3D Reconstruction and Initial Bounding Cube Estimation.

Adem Yasar Mülayim, Volkan Atalay, Oguz Özün, Francis Schmitt

Proceedings of the 5th International Fall Workshop on Vision Modeling and Visualization, 2000

1999

Subband domain coding of binary textual images for document archiving.

Ömer Nezih Gerek, A. Enis Çetin, Ahmed H. Tewfik, Volkan Atalay

IEEE Trans. Image Process., 1999

Repulsive attractive network for baseline extraction on document images.

Erhan Öztop, Adem Yasar Mülayim, Volkan Atalay, Fatos T. Yarman-Vural

Signal Process., 1999

Texture Classification using Fuzzy Logic.

Adem Yasar Mülayim, Volkan Atalay, Kemal Leblebicioglu, Ugur Halici

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

Texture Extraction from Photographs and Rendering with Dynamic Texture Mapping.

Serkan Genç, Volkan Atalay

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

An SGML based Viewer for Form Documents.

Volkan Atalay, Erkan Arslan

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

A matching algorithm based on linear features.

Volkan Atalay, M. Ugur Yilmaz

Pattern Recognit. Lett., 1998

Estimation of rotation between two frames of a scene.

Volkan Atalay, M. Ugur Yilmaz

Proceedings of the Visual Information Processing VII, Orlando, FL, USA, April 13, 1998, 1998

Unsupervised texture based image segmentation by simulated annealing using Markov random field and Potts models.

Mesut Goktepe, Volkan Atalay, Nese Yalabik, Cemal Yalabik

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A heuristic algorithm for hierarchical representation of form documents.

Pinar Duygulu, Volkan Atalay, Ebru Dincel

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1996

Unsupervised segmentation of gray level Markov model textures with hierarchical self organizing maps.

Mesut Goktepe, Nese Yalabik, Volkan Atalay

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1992

The Random Neural Network Model for Texture Generation.

Volkan Atalay, Erol Gelenbe, Nese Yalabik

Int. J. Pattern Recognit. Artif. Intell., 1992

Parallel Algorithm for Colour Texture Generation Using the Random Neural Network Model.

Volkan Atalay, Erol Gelenbe

Int. J. Pattern Recognit. Artif. Intell., 1992