Aykut Koç

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 69

Top Topics

European Languages

Fractional Fourier Transform

Semantic Similarity

Top Venues

IEEE Signal Process. Lett.

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Mustafa Bozdag, Nurullah Sevim, Aykut Koç
Measuring and Mitigating Gender Bias in Legal Contextualized Language Models. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Arda C. Aras, Tuna Alikasifoglu, Aykut Koç
Text-RGNNs: Relational Modeling for Heterogeneous Text Graphs. IEEE Signal Process. Lett. 31 (2024)
Tuna Alikasifoglu, Bünyamin Kartal, Aykut Koç
Wiener Filtering in Joint Time-Vertex Fractional Fourier Domains. IEEE Signal Process. Lett. 31 (2024)
Emirhan Koç, Tuna Alikasifoglu, Arda C. Aras, Aykut Koç
Trainable Fractional Fourier Transform. IEEE Signal Process. Lett. 31 (2024)
Emirhan Koç, Yunus Emre Ekiz, Haldun M. Özaktas, Aykut Koç
Maximally Selective Fractional Fourier Pooling. SIU (2024)
Omer Musa Battal, Aykut Koç
Automatic Construction of Sememe Knowledge Bases From Machine Readable Dictionaries. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Arda C. Aras, Tuna Alikasifoglu, Aykut Koç
Graph Receptive Transformer Encoder for Text Classification. IEEE Trans. Signal Inf. Process. over Networks 10 (2024)
Tuna Alikasifoglu, Arda C. Aras, Aykut Koç
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks. ACL (Findings) (2024)
Furkan Sahinuç, Eyup Halit Yilmaz, Cagri Toraman, Aykut Koç
The effect of gender bias on hate speech detection. Signal Image Video Process. 17 (4) (2023)
Rasim Akin Sevimli, Murat Üçüncü, Aykut Koç
Graph signal processing based object classification for automotive RADAR point clouds. Digit. Signal Process. 137 (2023)
Selim Firat Yilmaz, E. Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioglu, Suleyman Serdar Kozat
Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Nurullah Sevim, Furkan Sahinuç, Aykut Koç
Gender bias in legal corpora and debiasing it. Nat. Lang. Eng. 29 (2) (2023)
Ceyhun E. Öztürk, Eyup Halit Yilmaz, Ömer Köksal, Aykut Koç
Software Module Classification for Commercial Bug Reports. ICASSP Workshops (2023)
Can Çetindag, Berkay Yazicioglu, Aykut Koç
Named-entity recognition in Turkish legal texts. Nat. Lang. Eng. 29 (3) (2023)
Ceyhun E. Öztürk, S. Baris Özçelik, Aykut Koç
A Transformer-Based Prior Legal Case Retrieval Method. SIU (2023)
Bünyamin Kartal, Eray Özgünay, Aykut Koç
Joint Time-Vertex Fractional Fourier Transform. CoRR (2022)
Ayberk Yarkin Yildiz, Emirhan Koç, Aykut Koç
Multivariate Time Series Imputation With Transformers. IEEE Signal Process. Lett. 29 (2022)
Ceyhun E. Öztürk, S. Baris Özçelik, Aykut Koç
Predicting Outcomes of the Court of Cassation of Turkey with Recurrent Neural Networks. SIU (2022)
Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç
Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts. Inf. Process. Manag. 59 (3) (2022)
Furkan Sahinuç, Aykut Koç
Fractional Fourier Transform Meets Transformer Encoder. IEEE Signal Process. Lett. 29 (2022)
Mert Cemri, Tolga Çukur, Aykut Koç
Unsupervised Simplification of Legal Texts. CoRR (2022)
Nurullah Sevim, Ege Ozan Özyedek, Furkan Sahinuç, Aykut Koç
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers. CoRR (2022)
Ceyhun E. Öztürk, Ömer Köksal, S. Baris Özçelik, Aykut Koç
Prior Case Retrieval for the Court of Cassation of Turkey. SITIS (2022)
Arda C. Aras, Ceyhun E. Öztürk, Aykut Koç
Feedforward Neural Network Based Case Prediction in Turkish Higher Courts. SIU (2022)
Emirhan Koç, Aykut Koç
Fractional Fourier Transform in Time Series Prediction. IEEE Signal Process. Lett. 29 (2022)
Lütfi Kerem Senel, Ihsan Utlu, Furkan Sahinuç, Haldun M. Özaktas, Aykut Koç
Imparting interpretability to word embeddings while preserving semantic structure. Nat. Lang. Eng. 27 (6) (2021)
Arda Yüksel, Berke Ugurlu, Aykut Koç
Semantic Change Detection With Gaussian Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Bunyamin Kartal, Yigit E. Bayiz, Aykut Koç
Graph Signal Processing: Vertex Multiplication. IEEE Signal Process. Lett. 28 (2021)
Aykut Koç, Burak Bartan, Haldun M. Özaktas
Discrete scaling based on operator theory. Digit. Signal Process. 108 (2021)
Furkan Sahinuç, Cagri Toraman, Aykut Koç
Topic Detection based on Deep Learning Language Model in Turkish Microblogs. SIU (2021)
Cuneyd Ozturk, Haldun M. Özaktas, Sinan Gezici, Aykut Koç
Optimal Fractional Fourier Filtering for Graph Signals. IEEE Trans. Signal Process. 69 (2021)
Nurullah Sevim, Aykut Koç
Investigation of Gender Bias in Turkish Word Embeddings. SIU (2021)
Furkan Sahinuç, Aykut Koç
Zipfian regularities in "non-point" word representations. Inf. Process. Manag. 58 (3) (2021)
Aykut Koç, Haldun M. Özaktas
Operator theory-based computation of linear canonical transforms. Signal Process. 189 (2021)
Emre Mumcuoglu, Ceyhun E. Öztürk, Haldun M. Özaktas, Aykut Koç
Natural language processing in law: Prediction of outcomes in the higher courts of Turkey. Inf. Process. Manag. 58 (5) (2021)
Furkan Sahinuç, Veysel Yücesoy, Aykut Koç
Intent Classification and Slot Filling for Turkish Dialogue Systems. SIU (2020)
Selim Firat Yilmaz, E. Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioglu, Suleyman Serdar Kozat
Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting for Label Imbalance. CoRR (2020)
Çagatay Isil, Figen S. Oktem, Aykut Koç
Deep Iterative Reconstruction for Phase Retrieval. CoRR (2019)
Veysel Yücesoy, Aykut Koç
Co-occurrence Weight Selection in Generation of Word Embeddings for Low Resource Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (3) (2019)
Kaan Karaman, Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
Quadruplet Selection Methods for Deep Embedding Learning. CoRR (2019)
Aykut Koç, Burak Bartan, Haldun M. Özaktas
Discrete Linear Canonical Transform Based on Hyperdifferential Operators. IEEE Trans. Signal Process. 67 (9) (2019)
Lütfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Topic Change Detection on Dialog Based Text. SIU (2019)
Lutfi Kerem Senel, Toygan Kilic, Alper Gungor, Emre Kopanoglu, H. Emre Guven, Emine Ulku Saritas, Aykut Koç, Tolga Çukur
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI. IEEE Trans. Medical Imaging 38 (7) (2019)
Aykut Koç
Operator theory-based discrete fractional Fourier transform. Signal Image Video Process. 13 (7) (2019)
Kaan Karaman, Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
Quadruplet Selection Methods for Deep Embedding Learning. ICIP (2019)
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Semantic Structure and Interpretability of Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 26 (10) (2018)
Berkan Solmaz, Erhan Gundogdu, Veysel Yücesoy, Aykut Koç, A. Aydin Alatan
Fine-grained recognition of maritime vessels and land vehicles by deep feature embedding. IET Comput. Vis. 12 (8) (2018)
Aykut Koç, Ihsan Utlu, Lutfi Kerem Senel, Haldun M. Özaktas
Imparting Interpretability to Word Embeddings. CoRR (2018)
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Generating Semantic Similarity Atlas for Natural Languages. SLT (2018)
Umitcan Sahin, Veysel Yücesoy, Aykut Koç, Cem Tekin
Risk-averse ambulance redeployment via multi-armed bandits. SIU (2018)
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Interpretability analysis for Turkish word embeddings. SIU (2018)
Çagatay Isil, Berkan Solmaz, Aykut Koç
Variational autoencoders with triplet loss for representation learning. SIU (2018)
Kaan Karaman, Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
A method for quadruplet sample selection in deep feature learning. SIU (2018)
Aykut Koç, Burak Bartan, Erhan Gundogdu, Tolga Çukur, Haldun M. Özaktas
Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms. Expert Syst. Appl. 77 (2017)
Erhan Gundogdu, Berkan Solmaz, Aykut Koç, Veysel Yücesoy, A. Aydin Alatan
Deep distance metric learning for maritime vessel identification. SIU (2017)
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Measuring cross-lingual semantic similarity across European languages. TSP (2017)
Veysel Yücesoy, Aykut Koç
Effect of cooccurance weighting to English word embeddings. SIU (2017)
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Semantic similarity between Turkish and European languages using word embeddings. SIU (2017)
Berkan Solmaz, Veysel Yücesoy, Aykut Koç
Automated visual classification of indoor scenes and architectural styles. SIU (2017)
Aykut Koç, Haldun M. Özaktas, Burak Bartan, Erhan Gundogdu, Tolga Çukur
Digital computation of fractional Fourier and linear canonical transforms and sparse image representation. APSIPA (2017)
Umitcan Sahin, Veysel Yücesoy, Aykut Koç, Cem Tekin
Learning traffic congestion by contextual bandit problems for optimum localization. SIU (2017)
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Semantic Structure and Interpretability of Word Embeddings. CoRR (2017)
Berkan Solmaz, Erhan Gundogdu, Veysel Yücesoy, Aykut Koç
Generic and attribute-specific deep representations for maritime vessels. IPSJ Trans. Comput. Vis. Appl. 9 (2017)
Erhan Gundogdu, Berkan Solmaz, Veysel Yücesoy, Aykut Koç
MARVEL: A Large-Scale Image Dataset for Maritime Vessels. ACCV (5) (2016)
Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
Object classification in infrared images using deep representations. ICIP (2016)
Erhan Gundogdu, Aykut Koç, Berkan Solmaz, Riad I. Hammoud, A. Aydin Alatan
Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum. CVPR Workshops (2016)
Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
Infrared object classification using decision tree based deep neural networks. SIU (2016)
Veysel Yücesoy, Aykut Koç
Effect of the training set on the word embeddings and similarity test set for Turkish. SIU (2016)
Haldun M. Özaktas, Aykut Koç
Fast and accurate linear canonical transform algorithms. SIU (2015)
Aykut Koç, Haldun M. Özaktas, Cagatay Candan, M. Alper Kutay
Digital Computation of Linear Canonical Transforms. IEEE Trans. Signal Process. 56 (6) (2008)