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ORCIDMoncef Gabbouj
Person information
- affiliation: Tampere University of Technology, Finland
- affiliation (PhD 1989): Purdue University, West Lafayette, IN, USA
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2020 – today
- 2022
[j211]Firas Laakom
, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding With Data Uncertainty. IEEE Access 10: 24232-24239 (2022)- [j210]Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10: 45542-45552 (2022) - [j209]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) - [j208]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. 9(9): 6905-6913 (2022) - [j207]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Feedforward neural networks initialization based on discriminant learning. Neural Networks 146: 220-229 (2022) - [j206]Mohamed Fathi Al-Sa'D, Serkan Kiranyaz, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, Moncef Gabbouj:
A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. Sensors 22(2): 418 (2022) - [j205]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. 69(1): 119-128 (2022) - [j204]Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. 69(5): 1788-1801 (2022) - [i102]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. CoRR abs/2201.11092 (2022) - [i101]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR abs/2201.11095 (2022) - [i100]Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir M. Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj:
Blind ECG Restoration by Operational Cycle-GANs. CoRR abs/2202.00589 (2022) - [i99]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR abs/2202.04629 (2022) - [i98]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR abs/2202.04678 (2022) - [i97]Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR abs/2202.09918 (2022) - [i96]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR abs/2202.10185 (2022) - [i95]Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, N. Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR abs/2203.00403 (2022) - [i94]Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj:
Global ECG Classification by Self-Operational Neural Networks with Feature Injection. CoRR abs/2204.03768 (2022) - [i93]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR abs/2204.07253 (2022) - 2021
- [j203]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
Neural Architecture Search by Estimation of Network Structure Distributions. IEEE Access 9: 15304-15319 (2021) - [j202]Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj:
Early Detection of Myocardial Infarction in Low-Quality Echocardiography. IEEE Access 9: 34442-34453 (2021) - [j201]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
INTEL-TAU: A Color Constancy Dataset. IEEE Access 9: 39560-39567 (2021) - [j200]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access 9: 41052-41065 (2021) - [j199]Tuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari:
Visual Product Tracking System Using Siamese Neural Networks. IEEE Access 9: 76796-76805 (2021) - [j198]Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access 9: 139260-139270 (2021) - [j197]Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj:
Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access 9: 140031-140041 (2021) - [j196]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. 9(1): 15 (2021) - [j195]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) - [j194]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
Self-organized operational neural networks for severe image restoration problems. Neural Networks 135: 201-211 (2021) - [j193]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) - [j192]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal subspace support vector data description. Pattern Recognit. 110: 107648 (2021) - [j191]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111: 107660 (2021) - [j190]Farhad Pakdaman, Li Yu, Mahmoud Reza Hashemi, Mohammad Ghanbari, Moncef Gabbouj:
SVM based approach for complexity control of HEVC intra coding. Signal Process. Image Commun. 93: 116177 (2021) - [j189]Yupeng Ma, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Xiaoyi Feng:
CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient Network. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2661-2674 (2021) - [j188]Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding. IEEE Trans. Inf. Forensics Secur. 16: 1014-1028 (2021) - [j187]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala:
Deep Multi-View Learning to Rank. IEEE Trans. Knowl. Data Eng. 33(4): 1426-1438 (2021) - [j186]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. IEEE Trans. Neural Networks Learn. Syst. 32(2): 925-930 (2021) - [j185]Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1512-1524 (2021) - [j184]Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1810-1820 (2021) - [j183]Mohamed Fathi Al-Sa'D, Boualem Boashash, Moncef Gabbouj:
Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison. IEEE Trans. Signal Process. 69: 3963-3976 (2021) - [j182]Nikolaos Passalis, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis, Anastasios Tefas:
Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. J. Signal Process. Syst. 93(10): 1235-1251 (2021) - [c360]Sahar Husseini, Pouria Babahajiani, Moncef Gabbouj:
Color Constancy Model Optimization with Small Dataset via Pruning of CNN Filters. EUVIP 2021: 1-6 - [c359]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP 2021: 1515-1519 - [c358]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable Covid-19 Detection using Chest X-Ray Images. ICIP 2021: 185-189 - [c357]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
Bm3d Vs 2-Layer Onn. ICIP 2021: 1994-1998 - [c356]Homayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu:
Mind The Structure: Adopting Structural Information For Deep Neural Network Compression. ICIP 2021: 3532-3536 - [c355]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN 2021: 1-7 - [c354]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 - [c353]María Santamaría, Yat-Hong Lam, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela, Esa Rahtu, Moncef Gabbouj:
Content-adaptive convolutional neural network post-processing filter. ISM 2021: 99-106 - [c352]Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo:
AnomalyHop: An SSL-based Image Anomaly Localization Method. VCIP 2021: 1-5 - [e5]Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu:
Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12888, Springer 2021, ISBN 978-3-030-87354-7 [contents] - [e4]Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu:
Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12889, Springer 2021, ISBN 978-3-030-87357-8 [contents] - [e3]Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu:
Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part III. Lecture Notes in Computer Science 12890, Springer 2021, ISBN 978-3-030-87360-8 [contents] - [i92]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network. CoRR abs/2101.01666 (2021) - [i91]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable COVID-19 Detection Using Chest X-ray Images. CoRR abs/2101.12254 (2021) - [i90]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling object detectors for image and video data analysis. CoRR abs/2102.04798 (2021) - [i89]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
BM3D vs 2-Layer ONN. CoRR abs/2103.03060 (2021) - [i88]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj:
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR abs/2103.03070 (2021) - [i87]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Knowledge Distillation By Sparse Representation Matching. CoRR abs/2103.17012 (2021) - [i86]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-Embedded Subspace Support Vector Data Description. CoRR abs/2104.14370 (2021) - [i85]Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo:
AnomalyHop: An SSL-based Image Anomaly Localization Method. CoRR abs/2105.03797 (2021) - [i84]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Within-layer Diversity Reduces Generalization Gap. CoRR abs/2106.06012 (2021) - [i83]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation Based Regression for Object Distance Estimation. CoRR abs/2106.14208 (2021) - [i82]Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. CoRR abs/2108.03167 (2021) - [i81]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Bilinear Input Normalization for Neural Networks in Financial Forecasting. CoRR abs/2109.00983 (2021) - [i80]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Remote Multilinear Compressive Learning with Adaptive Compression. CoRR abs/2109.01184 (2021) - [i79]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj:
Super Neurons. CoRR abs/2109.01594 (2021) - [i78]Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj:
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR abs/2109.13604 (2021) - [i77]Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR abs/2109.14873 (2021) - [i76]Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR abs/2110.02215 (2021) - [i75]Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR abs/2110.02381 (2021) - [i74]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. CoRR abs/2111.05684 (2021) - [i73]Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early Myocardial Infarction Detection over Multi-view Echocardiography. CoRR abs/2111.05790 (2021) - [i72]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
Image denoising by Super Neurons: Why go deep? CoRR abs/2111.14948 (2021) - 2020
- [j181]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. IEEE Access 8: 122013-122025 (2020) - [j180]Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund:
Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision. IEEE Access 8: 191617-191643 (2020) - [j179]Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj:
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. IEEE Access 8: 210301-210317 (2020) - [j178]Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Using Deep Learning for price prediction by exploiting stationary limit order book features. Appl. Soft Comput. 93: 106401 (2020) - [j177]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Progressive Operational Perceptrons with Memory. Neurocomputing 379: 172-181 (2020) - [j176]Serkan Kiranyaz, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj:
Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. Neurocomputing 411: 291-301 (2020) - [j175]Muhammad Asif Khan, Ridha Hamila, Nasser Ahmed Al-Emadi, Serkan Kiranyaz, Moncef Gabbouj:
Real-time throughput prediction for cognitive Wi-Fi networks. J. Netw. Comput. Appl. 150 (2020) - [j174]Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj, Yang Zheng:
OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention. IEEE J. Sel. Top. Signal Process. 14(1): 222-231 (2020) - [j173]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Operational neural networks. Neural Comput. Appl. 32(11): 6645-6668 (2020) - [j172]Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj:
Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits. Pattern Recognit. 105: 107346 (2020) - [j171]Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Recurrent bag-of-features for visual information analysis. Pattern Recognit. 106: 107380 (2020) - [j170]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Variance-preserving deep metric learning for content-based image retrieval. Pattern Recognit. Lett. 131: 8-14 (2020) - [j169]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data. Pattern Recognit. Lett. 136: 183-189 (2020) - [j168]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) - [j167]Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj:
DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time. IEEE Trans. Circuits Syst. Video Technol. 30(3): 725-733 (2020) - [j166]Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj:
Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective. IEEE Trans. Circuits Syst. Video Technol. 30(11): 3870-3882 (2020) - [j165]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data. IEEE Trans. Emerg. Top. Comput. Intell. 4(6): 774-785 (2020) - [j164]Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj:
Bag of Color Features for Color Constancy. IEEE Trans. Image Process. 29: 7722-7734 (2020) - [j163]Morteza Zabihi, Serkan Kiranyaz, Ville Jäntti, Tarmo Lipping, Moncef Gabbouj:
Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines. IEEE J. Biomed. Health Informatics 24(2): 543-555 (2020) - [j162]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) - [j161]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Deep Adaptive Input Normalization for Time Series Forecasting. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3760-3765 (2020) - [c351]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Robust Hypersphere-based Weight Imprinting for Few-Shot Learning. EUSIPCO 2020: 1392-1396 - [c350]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Robust Fast Subclass Discriminant Analysis. EUSIPCO 2020: 1397-1401 - [c349]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj:
Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct 2020: 704-707 - [c348]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks. ICASSP 2020: 1713-1717 - [c347]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Subset Sampling for Progressive Neural Network Learning. ICIP 2020: 713-717 - [c346]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj:
Probabilistic Color Constancy. ICIP 2020: 978-982 - [c345]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. ICIP 2020: 1771-1775 - [c344]Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi:
Complexity Analysis Of Next-Generation VVC Encoding And Decoding. ICIP 2020: 3134-3138 - [c343]Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Human Action Recognition Using Recurrent Bag-of-Features Pooling. ICPR Workshops (5) 2020: 63-76 - [c342]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. ICPR 2020: 7287-7292 - [c341]Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Not all domains are equally complex: Adaptive Multi-Domain Learning. ICPR 2020: 8663-8670 - [c340]Xiaoyue Jiang, Ding Wang, Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Xiaoyi Feng:
Generalized Operational Classifiers for Material Identification. MMSP 2020: 1-5 - [c339]Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas:
Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits. MMSP 2020: 1-6 - [c338]Maryam Homayouni, Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Comparison of HEVC-based OMAF-compliant 6K effective packings for viewport-dependent 360-degree video streaming. PV@MMSys 2020: 15-20 - [c337]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Performance Indicator in Multilinear Compressive Learning. SSCI 2020: 1822-1828 - [c336]Li Qingqing, Jussi Taipalmaa, Jorge Peña Queralta, Tuan Nguyen Gia, Moncef Gabbouj, Hannu Tenhunen, Jenni Raitoharju, Tomi Westerlund:
Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes. SSRR 2020: 65-70 - [i71]Johanna Ärje, Claus Melvad, Mads Rosenhøj Jeppesen, Sigurd Agerskov Madsen, Jenni Raitoharju, Maria Strandgård Rasmussen, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Toke Thomas Høye:
Automatic image-based identification and biomass estimation of invertebrates. CoRR abs/2002.03807 (2020) - [i70]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. CoRR abs/2002.04348 (2020) - [i69]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Subset Sampling For Progressive Neural Network Learning. CoRR abs/2002.07141 (2020) - [i68]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning with Prior Knowledge. CoRR abs/2002.07203 (2020) - [i67]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. CoRR abs/2003.00598 (2020) - [i66]Mehmet Yamac, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj:
Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing. CoRR abs/2003.00768 (2020) - [i65]