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Serkan Kiranyaz
- > Home > Persons > Serkan Kiranyaz
Publications
- 2022
- [j81]Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye:
3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. 159: 105017 (2022) - 2021
- [j60]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. 33(13): 7997-8015 (2021) - [j58]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Self-organized Operational Neural Networks with Generative Neurons. Neural Networks 140: 294-308 (2021) - [c68]Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN 2021: 1-6 - 2020
- [j54]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Progressive Operational Perceptrons with Memory. Neurocomputing 379: 172-181 (2020) - [j51]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Operational neural networks. Neural Comput. Appl. 32(11): 6645-6668 (2020) - [j49]Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen:
Human experts vs. machines in taxa recognition. Signal Process. Image Commun. 87: 115917 (2020) - [j47]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Heterogeneous Multilayer Generalized Operational Perceptron. IEEE Trans. Neural Networks Learn. Syst. 31(3): 710-724 (2020) - [i26]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Self-Organized Operational Neural Networks with Generative Neurons. CoRR abs/2004.11778 (2020) - [i17]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity. CoRR abs/2009.08934 (2020) - [i13]Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer. CoRR abs/2011.11436 (2020) - 2019
- [j45]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
PyGOP: A Python library for Generalized Operational Perceptron algorithms. Knowl. Based Syst. 182 (2019) - [c63]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. ICIP 2019: 1168-1172 - [i11]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Operational Neural Networks. CoRR abs/1902.11106 (2019) - [i8]Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye:
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. CoRR abs/1904.04412 (2019) - 2018
- [j39]Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner:
Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image Vis. Comput. 78: 73-83 (2018) - [c60]Anton Muravev, Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis, Serkan Kiranyaz:
Acceleration Approaches for Big Data Analysis. ICIP 2018: 311-315 - [i6]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Progressive Operational Perceptron with Memory. CoRR abs/1808.06377 (2018) - 2017
- [j36]Johanna Ärje, Salme Kärkkäinen, Kristian Meissner, Alexandros Iosifidis, Türker Ince, Moncef Gabbouj, Serkan Kiranyaz:
The effect of automated taxa identification errors on biological indices. Expert Syst. Appl. 72: 108-120 (2017) - [j35]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Progressive Operational Perceptrons. Neurocomputing 224: 142-154 (2017) - [j32]Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Learning graph affinities for spectral graph-based salient object detection. Pattern Recognit. 64: 159-167 (2017) - [c55]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Generalized model of biological neural networks: Progressive operational perceptrons. IJCNN 2017: 2477-2485 - 2016
- [c51]Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz:
Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. CVAUI@ICPR 2016: 43-48 - [c50]Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz:
Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. ICPR 2016: 2276-2281 - [c48]Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Salient object segmentation based on linearly combined affinity graphs. ICPR 2016: 3769-3774
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