| 2025 | ICIP | Expert Operational Gans: Towards Real-Color Underwater Image Restoration. | Ozer Can Devecioglu, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj |
| 2024 | ICIP | Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. | Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj |
| 2022 | ICIP | SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. | Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj |
| 2022 | ICIP | Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. | Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj |
| 2022 | IECON | Improved Domain Adaptation Approach for Bearing Fault Diagnosis. | Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj |
| 2022 | PIMRC | Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design. | Ilyes Mrad, Lutfi Samara, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz |
| 2021 | ICIP | Reliable Covid-19 Detection using Chest X-Ray Images. | Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj |
| 2021 | ICIP | Self-Organized Residual Blocks For Image Super-Resolution. | Onur Keles, A. Murat Tekalp, Junaid Malik, Serkan Kiranyaz |
| 2021 | ICIP | Bm3d Vs 2-Layer Onn. | Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj |
| 2021 | ICIP | Self-Organized Variational Autoencoders (Self-Vae) For Learned Image Compression. | Mustafa Akin Yilmaz, Onur Keles, Hilal Gven, Ahmet Murat Tekalp, Junaid Malik, Serkan Kiranyaz |
| 2021 | IJCNN | Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. | Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj |
| 2021 | IWCMC | Cooperative Machine Learning Techniques for Cloud Intrusion Detection. | Zina Chkirbene, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz, Nasser Al-Emadi, Mounir Hamdi |
| 2020 | MMSP | Generalized Operational Classifiers for Material Identification. | Xiaoyue Jiang, Ding Wang, Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Xiaoyi Feng |
| 2019 | ICASSP | 1-D Convolutional Neural Networks for Signal Processing Applications. | Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj |
| 2019 | ICIP | Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. | Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis |
| 2018 | ICIP | Acceleration Approaches for Big Data Analysis. | Anton Muravev, Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis, Serkan Kiranyaz |
| 2017 | ICASSP | A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. | Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj |
| 2017 | IJCNN | Generalized model of biological neural networks: Progressive operational perceptrons. | Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj |
| 2016 | ICIP | Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks. | Serkan Kiranyaz, Muhammad-Adeel Waris, Iftikhar Ahmad, Ridha Hamila, Moncef Gabbouj |
| 2016 | ICPR | Salient object segmentation based on linearly combined affinity graphs. | aglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | ICPR | Joint K-Means quantization for Approximate Nearest Neighbor Search. | Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | ICPR | Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. | Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz |
| 2016 | ICPR | Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. | Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz |
| 2016 | IDA | An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. | Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj |
| 2015 | ICIP | Visual saliency by extended quantum cuts. | aglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj |
| 2015 | TrustCom | M-PCA Binary Embedding for Approximate Nearest Neighbor Search. | Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj |
| 2014 | ICPR | Automatic Object Segmentation by Quantum Cuts. | aglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj |
| 2014 | ICPR | Incremental Learning with Support Vector Data Description. | Weiyi Xie, Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj |
| 2013 | ICIP | Quantum mechanics in computer vision: Automatic object extraction. | aglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj |
| 2013 | IGARSS | Evaluation of classifiers for polarimetric SAR classification. | Stefan Uhlmann, Serkan Kiranyaz |
| 2013 | IGARSS | Polarimetric SAR classification using visual color features extracted over pseudo color images. | Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj |
| 2011 | ICIP | Multi-dimensional evolutionary feature synthesis for content-based image retrieval. | Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj |
| 2011 | ICIP | Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. | Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince |
| 2010 | ICIP | Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. | Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner |
| 2010 | ICPR | Classification of Polarimetric SAR Images Using Evolutionary RBF Networks. | Turker Ince, Serkan Kiranyaz, Moncef Gabbouj |
| 2009 | CBMI | Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization. | Serkan Kiranyaz, Stefan Uhlmann, Moncef Gabbouj |
| 2008 | CBMI | Image color content description utilizing perceptual color correlogram. | Murat Birinci, Serkan Kiranyaz, Moncef Gabbouj |
| 2008 | ICPR | Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization. | Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj |
| 2006 | ICASSP | Multi-Scale Edge Detection and Object Extraction for Image Retrieval. | Miguel Ferreira, Serkan Kiranyaz, Moncef Gabbouj |
| 2005 | ICIP | A dynamic content-based indexing method for multimedia databases: hierarchical cellular tree. | Serkan Kiranyaz |
| 2005 | MMSP | An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices. | Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj |
| 2003 | ICIP | Compression effects on color and texture based multimedia indexing and retrieval. | Esin Guldogan, Olcay Guldogan, Serkan Kiranyaz, Kerem Caglar, Moncef Gabbouj |