Aykut Koç

ACM Trans. Knowl. Discov. Data, May, 2024

Graph Receptive Transformer Encoder for Text Classification.

[BibT_eX]

[DOI]

Arda C. Aras

Tuna Alikasifoglu

IEEE Trans. Signal Inf. Process. over Networks, 2024

Automatic Construction of Sememe Knowledge Bases From Machine Readable Dictionaries.

[BibT_eX]

[DOI]

Omer Musa Battal

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Trainable Fractional Fourier Transform.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2024

2023

The effect of gender bias on hate speech detection.

[BibT_eX]

[DOI]

Signal Image Video Process., June, 2023

Named-entity recognition in Turkish legal texts.

[BibT_eX]

[DOI]

Can Çetindag

Berkay Yazicioglu

Nat. Lang. Eng., May, 2023

Gender bias in legal corpora and debiasing it.

[BibT_eX]

[DOI]

Nurullah Sevim

Nat. Lang. Eng., March, 2023

Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2023

Graph signal processing based object classification for automotive RADAR point clouds.

[BibT_eX]

[DOI]

Rasim Akin Sevimli

Murat Üçüncü

Digit. Signal Process., 2023

A Transformer-Based Prior Legal Case Retrieval Method.

[BibT_eX]

[DOI]

Ceyhun E. Öztürk

S. Baris Özçelik

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Software Module Classification for Commercial Bug Reports.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Multivariate Time Series Imputation With Transformers.

[BibT_eX]

[DOI]

Ayberk Yarkin Yildiz

Emirhan Koç

IEEE Signal Process. Lett., 2022

Fractional Fourier Transform Meets Transformer Encoder.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Fractional Fourier Transform in Time Series Prediction.

[BibT_eX]

[DOI]

Emirhan Koç

IEEE Signal Process. Lett., 2022

Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers.

[BibT_eX]

[DOI]

CoRR, 2022

Unsupervised Simplification of Legal Texts.

[BibT_eX]

[DOI]

Mert Cemri

Tolga Çukur

CoRR, 2022

Joint Time-Vertex Fractional Fourier Transform.

[BibT_eX]

[DOI]

Bünyamin Kartal

Eray Özgünay

CoRR, 2022

Predicting Outcomes of the Court of Cassation of Turkey with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Ceyhun E. Öztürk

S. Baris Özçelik

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Feedforward Neural Network Based Case Prediction in Turkish Higher Courts.

[BibT_eX]

[DOI]

Arda C. Aras

Ceyhun E. Öztürk

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Prior Case Retrieval for the Court of Cassation of Turkey.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

2021

Optimal Fractional Fourier Filtering for Graph Signals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Semantic Change Detection With Gaussian Word Embeddings.

[BibT_eX]

[DOI]

Arda Yüksel

Berke Ugurlu

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Graph Signal Processing: Vertex Multiplication.

[BibT_eX]

[DOI]

Bünyamin Kartal

Yigit E. Bayiz

IEEE Signal Process. Lett., 2021

Operator theory-based computation of linear canonical transforms.

[BibT_eX]

[DOI]

Signal Process., 2021

Imparting interpretability to word embeddings while preserving semantic structure.

[BibT_eX]

[DOI]

Nat. Lang. Eng., 2021

Zipfian regularities in "non-point" word representations.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

Natural language processing in law: Prediction of outcomes in the higher courts of Turkey.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

Discrete scaling based on operator theory.

[BibT_eX]

[DOI]

Burak Bartan

Digit. Signal Process., 2021

Investigation of Gender Bias in Turkish Word Embeddings.

[BibT_eX]

[DOI]

Nurullah Sevim

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Topic Detection based on Deep Learning Language Model in Turkish Microblogs.

[BibT_eX]

[DOI]

Cagri Toraman

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

Intent Classification and Slot Filling for Turkish Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Discrete Linear Canonical Transform Based on Hyperdifferential Operators.

[BibT_eX]

[DOI]

Burak Bartan

IEEE Trans. Signal Process., 2019

Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Co-occurrence Weight Selection in Generation of Word Embeddings for Low Resource Languages.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Operator theory-based discrete fractional Fourier transform.

[BibT_eX]

[DOI]

Signal Image Video Process., 2019

Deep Iterative Reconstruction for Phase Retrieval.

[BibT_eX]

[DOI]

Çagatay Isil

Figen S. Oktem

CoRR, 2019

Topic Change Detection on Dialog Based Text.

[BibT_eX]

[DOI]

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Quadruplet Selection Methods for Deep Embedding Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Semantic Structure and Interpretability of Word Embeddings.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Fine-grained recognition of maritime vessels and land vehicles by deep feature embedding.

[BibT_eX]

[DOI]

IET Comput. Vis., 2018

Imparting Interpretability to Word Embeddings.

[BibT_eX]

[DOI]

CoRR, 2018

Generating Semantic Similarity Atlas for Natural Languages.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Interpretability analysis for Turkish word embeddings.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Risk-averse ambulance redeployment via multi-armed bandits.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A method for quadruplet sample selection in deep feature learning.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Variational autoencoders with triplet loss for representation learning.

[BibT_eX]

[DOI]

Çagatay Isil

Berkan Solmaz

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Generic and attribute-specific deep representations for maritime vessels.

[BibT_eX]

[DOI]

IPSJ Trans. Comput. Vis. Appl., 2017

Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Measuring cross-lingual semantic similarity across European languages.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Effect of cooccurance weighting to English word embeddings.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Automated visual classification of indoor scenes and architectural styles.

[BibT_eX]

[DOI]

Berkan Solmaz

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Semantic similarity between Turkish and European languages using word embeddings.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Learning traffic congestion by contextual bandit problems for optimum localization.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Deep distance metric learning for maritime vessel identification.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Digital computation of fractional Fourier and linear canonical transforms and sparse image representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016

Effect of the training set on the word embeddings and similarity test set for Turkish.

[BibT_eX]

[DOI]

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Infrared object classification using decision tree based deep neural networks.

[BibT_eX]

[DOI]

Erhan Gundogdu

A. Aydin Alatan

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Object classification in infrared images using deep representations.

[BibT_eX]

[DOI]

Erhan Gundogdu

A. Aydin Alatan

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

MARVEL: A Large-Scale Image Dataset for Maritime Vessels.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Fast and accurate linear canonical transform algorithms.

[BibT_eX]

[DOI]