Alexandros Iosifidis

Most-cited papers

Deep learning and computer vision will transform entomology
T. Høye, Johanna Ärje, K. Bjerge, O. L. P. Hansen +6 more
2020Proceedings of the National Academy of Sciences of the United States of America408 citations Open access
Semantic Scholar
Constructing Neural Network Based Models for Simulating Dynamical Systems
Christian Møldrup Legaard, Thomas Schranz, G. Schweiger, Ján Drgoňa +5 more
2021ACM Computing Surveys162 citations Open access
Semantic Scholar
Species‐level image classification with convolutional neural network enables insect identification from habitus images
O. L. P. Hansen, J. Svenning, K. Olsen, S. Dupont +4 more
2019Ecology and Evolution112 citations Open access
Semantic Scholar
Operational neural networks
S. Kiranyaz, Turker Ince, Alexandros Iosifidis, M. Gabbouj
2019Neural computing & applications (Print)110 citations Open access
Semantic Scholar
Self-Organized Operational Neural Networks with Generative Neurons
S. Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince +2 more
2020Neural Networks108 citations Open access
Semantic Scholar
Automatic image‐based identification and biomass estimation of invertebrates
Johanna Ärje, C. Melvad, M. R. Jeppesen, S. A. Madsen +7 more
2020Methods in Ecology and Evolution99 citations Open access
Semantic Scholar
Self-attention fusion for audiovisual emotion recognition with incomplete data
K. Chumachenko, Alexandros Iosifidis, M. Gabbouj
2022International Conference on Pattern Recognition70 citations Open access
Semantic Scholar
IrradianceNet: Spatiotemporal deep learning model for satellite-derived solar irradiance short-term forecasting
A. H. Nielsen, Alexandros Iosifidis, Henrik Karstoft
2021Solar Energy70 citations Open access
Semantic Scholar
Feature Engineering for Mid-Price Prediction With Deep Learning
Adamantios Ntakaris, G. Mirone, J. Kanniainen, M. Gabbouj +1 more
2019IEEE Access54 citations Open access
Semantic Scholar
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data
Nikolaos Passalis, A. Tefas, J. Kanniainen, M. Gabbouj +1 more
2020IEEE Transactions on Emerging Topics in Computational Intelligence53 citations
Semantic Scholar
Multi-Exit Vision Transformer for Dynamic Inference
A. Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
2021British Machine Vision Conference50 citations
Semantic Scholar
Fighting Money Laundering With Statistics and Machine Learning
R. Jensen, Alexandros Iosifidis
2022IEEE Access41 citations Open access
Semantic Scholar
Bag of Color Features for Color Constancy
Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen +3 more
2019IEEE Transactions on Image Processing41 citations Open access
Semantic Scholar
Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition
Negar Heidari, Alexandros Iosifidis
2020International Conference on Pattern Recognition39 citations Open access
Semantic Scholar
Introduction to Digital Twin Engineering
Hao Feng, C. Gomes, Casper Thule, K. Lausdahl +2 more
2021Annual Modeling and Simulation Conference38 citations
Semantic Scholar
ECINN: Efficient Counterfactuals from Invertible Neural Networks
Frederik Hvilshoj, Alexandros Iosifidis, I. Assent
2021British Machine Vision Conference33 citations Open access
Semantic Scholar
Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data
Nikolaos Passalis, A. Tefas, J. Kanniainen, M. Gabbouj +1 more
2019Pattern Recognition Letters30 citations Open access
Semantic Scholar
Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation
Elizabeth Fons, Paula Dawson, Xiao-Jun Zeng, J. Keane +1 more
2021arXiv.org29 citations
Semantic Scholar
Exploiting heterogeneity in operational neural networks by synaptic plasticity
S. Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince +2 more
2020Neural computing & applications (Print)29 citations Open access
Semantic Scholar
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol
Lukas Hedegaard, Omar Ali Sheikh-Omar, Alexandros Iosifidis
2020IEEE Transactions on Image Processing29 citations Open access
Semantic Scholar
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series
D. Tran, J. Kanniainen, M. Gabbouj, Alexandros Iosifidis
2020International Conference on Pattern Recognition28 citations Open access
Semantic Scholar
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds
A. H. Nielsen, Alexandros Iosifidis, Henrik Karstoft
2020IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing27 citations Open access
Semantic Scholar
Color Constancy Convolutional Autoencoder
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen +1 more
2019IEEE Symposium Series on Computational Intelligence26 citations Open access
Semantic Scholar
Graph-Embedded Subspace Support Vector Data Description
F. Sohrab, Alexandros Iosifidis, M. Gabbouj, Jenni Raitoharju
2021Pattern Recognition23 citations Open access
Semantic Scholar
Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization
Nikolaos Passalis, J. Kanniainen, M. Gabbouj, Alexandros Iosifidis +1 more
2021Journal of Signal Processing Systems23 citations
Semantic Scholar
Ellipsoidal Subspace Support Vector Data Description
F. Sohrab, Jenni Raitoharju, Alexandros Iosifidis, M. Gabbouj
2020IEEE Access23 citations Open access
Semantic Scholar
Evaluating data augmentation for financial time series classification
Elizabeth Fons, Paula Dawson, Xiao-Jun Zeng, J. Keane +1 more
2020arXiv.org22 citations
Semantic Scholar
Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices
Nikolaos Passalis, Alexandros Iosifidis, M. Gabbouj, A. Tefas
2020IEEE Transactions on Neural Networks and Learning Systems21 citations Open access
Semantic Scholar
Variance-preserving deep metric learning for content-based image retrieval
Nikolaos Passalis, Alexandros Iosifidis, M. Gabbouj, A. Tefas
2020Pattern Recognition Letters21 citations Open access
Semantic Scholar
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification
Negar Heidari, Alexandros Iosifidis
2020IEEE Access20 citations Open access
Semantic Scholar
MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments
D. Bajović, A. Bakhtiarnia, George N. Bravos, A. Brutti +43 more
20212021 International Balkan Conference on Communications and Networking (BalkanCom)19 citations
Semantic Scholar
Supervised Domain Adaptation using Graph Embedding
Lukas Hedegaard Morsing, Omar Ali Sheikh-Omar, Alexandros Iosifidis
2020International Conference on Pattern Recognition18 citations Open access
Semantic Scholar
A multimodal stress detection dataset with facial expressions and physiological signals
Majid Hosseini, F. Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju +4 more
2022Scientific Data17 citations Open access
Semantic Scholar
Progressive Operational Perceptrons with Memory
D. Tran, S. Kiranyaz, M. Gabbouj, Alexandros Iosifidis
2020Neurocomputing16 citations Open access
Semantic Scholar
Learning to Rank: A Progressive Neural Network Learning Approach
D. Tran, Alexandros Iosifidis
2019IEEE International Conference on Acoustics, Speech, and Signal Processing16 citations
Semantic Scholar
On the spatial attention in spatio-temporal graph convolutional networks for skeleton-based human action recognition
Negar Heidari, Alexandros Iosifidis
2020IEEE International Joint Conference on Neural Network14 citations Open access
Semantic Scholar
Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data
Nikolaos Passalis, A. Tefas, J. Kanniainen, M. Gabbouj +1 more
2019arXiv.org14 citations
Semantic Scholar
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty Estimation
Negar Heidari, Alexandros Iosifidis
2021IEEE International Workshop on Multimedia Signal Processing12 citations Open access
Semantic Scholar
Pain detection using batch normalized discriminant restricted Boltzmann machine layers
R. Kharghanian, A. Peiravi, Farshad Moradi, Alexandros Iosifidis
2021Journal of Visual Communication and Image Representation12 citations
Semantic Scholar
On Quantitative Evaluations of Counterfactuals
Frederik Hvilshoj, Alexandros Iosifidis, I. Assent
2021arXiv.org12 citations
Semantic Scholar
Recurrent bag-of-features for visual information analysis
Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, M. Gabbouj +1 more
2020Pattern Recognition12 citations Open access
Semantic Scholar
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer
M. Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis +2 more
2020IEEE International Joint Conference on Neural Network12 citations Open access
Semantic Scholar
Automatic Flower Detection and Classification System Using a Light-Weight Convolutional Neural Network
Johanna Ärje, Dimitrios Milioris, D. Tran, J. U. Jepsen +4 more
201912 citations
Semantic Scholar
Machine Learning Based Analysis of Finnish World War II Photographers
K. Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
2019IEEE Access12 citations Open access
Semantic Scholar
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, M. Gabbouj
2023AAAI Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset
Błażej Leporowski, Daniella Tola, Casper Hansen, Alexandros Iosifidis
2021arXiv.org11 citations
Semantic Scholar
Not all domains are equally complex: Adaptive Multi-Domain Learning
Ali Senhaji, Jenni Raitoharju, M. Gabbouj, Alexandros Iosifidis
2020International Conference on Pattern Recognition11 citations Open access
Semantic Scholar
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images
Junaid Malik, S. Kiranyaz, R. Al-Raoush, O. Monga +6 more
2019Computational Geosciences11 citations Open access
Semantic Scholar
Curriculum-based Teacher Ensemble for Robust Neural Network Distillation
Georgios Panagiotatos, Nikolaos Passalis, Alexandros Iosifidis, M. Gabbouj +1 more
2019European Signal Processing Conference11 citations
Semantic Scholar
Detecting Faults during Automatic Screwdriving: A Dataset and Use Case of Anomaly Detection for Automatic Screwdriving
Błażej Leporowski, Daniella Tola, Casper Hansen, Alexandros Iosifidis
2021Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems10 citations Open access
Semantic Scholar