Alexandros Iosifidis
Orcid: 0000-0003-4807-1345
According to our database1,
Alexandros Iosifidis
authored at least 294 papers
between 2010 and 2024.
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Bibliography
2024
Pattern Recognit. Lett., 2024
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild.
CoRR, 2024
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder.
CoRR, 2024
2023
ACM Comput. Surv., November, 2023
Predicting the trading behavior of socially connected investors: Graph neural network approach with implications to market surveillance.
Expert Syst. Appl., October, 2023
Artif. Intell. Rev., October, 2023
Pattern Recognit., September, 2023
Predicting the state of synchronization of financial time series using cross recurrence plots.
Neural Comput. Appl., September, 2023
Pattern Recognit., August, 2023
Expert Syst. Appl., 2023
Multi-Class Anomaly Detection based on Regularized Discriminative Coupled hypersphere-based Feature Adaptation.
CoRR, 2023
Online Non-Destructive Moisture Content Estimation of Filter Media During Drying Using Artificial Neural Networks.
CoRR, 2023
Computer Vision on X-Ray Data in Industrial Production and Security Applications: A Comprehensive Survey.
IEEE Access, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
Improving Online non-destructive Moisture Content Estimation using Data Augmentation by Feature Space Interpolation with Variational Autoencoders.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks.
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 4th ACM International Conference on AI in Finance, 2023
Proceedings of the IEEE Globecom Workshops 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Softw. Impacts, December, 2022
Dataset, August, 2022
Neural Networks, 2022
Neural Networks, 2022
Image Vis. Comput., 2022
IEEE Internet Things J., 2022
Comput. Geosci., 2022
CoRR, 2022
Computer Vision on X-ray Data in Industrial Production and Security Applications: A survey.
CoRR, 2022
Learning Diversified Feature Representations for Facial Expression Recognition in the Wild.
CoRR, 2022
EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives.
CoRR, 2022
Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks.
CoRR, 2022
How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective.
CoRR, 2022
Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data.
CoRR, 2022
Fighting Money Laundering with Statistics and Machine Learning: An Introduction and Review.
CoRR, 2022
Collaborative edge computing for distributed CNN inference acceleration using receptive field-based segmentation.
Comput. Networks, 2022
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications.
Proceedings of the IEEE International Smart Cities Conference, 2022
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2022
Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2022
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2022
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction.
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
J. Signal Process. Syst., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol.
IEEE Trans. Image Process., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Pattern Recognit., 2021
Neural Networks, 2021
Neural Comput. Appl., 2021
Pain detection using batch normalized discriminant restricted Boltzmann machine layers.
J. Vis. Commun. Image Represent., 2021
DeepTimeAnomalyViz: A Tool for Visualizing and Post-processing Deep Learning Anomaly Detection Results for Industrial Time-Series.
CoRR, 2021
CoRR, 2021
Detecting Faults during Automatic Screwdriving: A Dataset and Use Case of Anomaly Detection for Automatic Screwdriving.
CoRR, 2021
Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems.
CoRR, 2021
Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm.
CoRR, 2021
Cogn. Comput., 2021
IEEE Access, 2021
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty Estimation.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
On the spatial attention in spatio-temporal graph convolutional networks for skeleton-based human action recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021
Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021
Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the Annual Modeling and Simulation Conference, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data.
IEEE Trans. Emerg. Top. Comput. Intell., 2020
Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data.
Pattern Recognit. Lett., 2020
Pattern Recognit. Lett., 2020
CoRR, 2020
Using Deep Learning for price prediction by exploiting stationary limit order book features.
Appl. Soft Comput., 2020
IEEE Access, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2019
Knowl. Based Syst., 2019
Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators.
CoRR, 2019
CoRR, 2019
CoRR, 2019
IEEE Access, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
IEEE Trans. Cybern., 2018
Neural Networks, 2018
Benchmark database for fine-grained image classification of benthic macroinvertebrates.
Image Vis. Comput., 2018
Semi-supervised subclass support vector data description for image and video classification.
Neurocomputing, 2018
CoRR, 2018
CoRR, 2018
Minimum Variance-Embedded Multi-layer Kernel Ridge Regression for One-class Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions.
IEEE Trans. Cybern., 2017
IEEE Signal Process. Lett., 2017
Pattern Recognit., 2017
Neural Process. Lett., 2017
Neurocomputing, 2017
On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks.
Expert Syst. Appl., 2017
Expert Syst. Appl., 2017
CoRR, 2017
Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks.
Proceedings of the 19th IEEE Conference on Business Informatics, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Generalized model of biological neural networks: Progressive operational perceptrons.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification.
IEEE Trans. Inf. Forensics Secur., 2016
Pattern Recognit., 2016
Pattern Recognit., 2016
Exploiting stereoscopic disparity for augmenting human activity recognition performance.
Multim. Tools Appl., 2016
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Proceedings of the First International Workshop on Sensing, 2016
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016
Prototype-based class-specific nonlinear subspace learning for large-scale face verification.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Graph-regularized multi-class support vector machines for face and action recognition.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Class-Specific Reference Discriminant Analysis With Application in Human Behavior Analysis.
IEEE Trans. Hum. Mach. Syst., 2015
Pattern Recognit. Lett., 2015
The MOBISERV-AIIA Eating and Drinking multi-view database for vision-based assisted living.
J. Inf. Hiding Multim. Signal Process., 2015
Neurocomputing, 2015
Neurocomputing, 2015
Int. J. Artif. Intell. Tools, 2015
Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Proceedings of the INNS Conference on Big Data 2015, 2015
Visual voice activity detection based on spatiotemporal information and bag of words.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Large-scale nonlinear facial image classification based on approximate kernel Extreme Learning Machine.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Merging linear discriminant analysis with Bag of Words model for human action recognition.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the International Conference on Computational Science, 2015
Exploiting subclass information in one-class support vector machine for video summarization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Pattern Recognit. Lett., 2014
Regularized extreme learning machine for multi-view semi-supervised action recognition.
Neurocomputing, 2014
Proceedings of the Artificial Intelligence: Methods and Applications, 2014
Proceedings of the 37th International Convention on Information and Communication Technology, 2014
Single-Hidden Layer Feedforward Neual Network Training Using Class Geometric Information.
Proceedings of the Computational Intelligence - International Joint Conference, 2014
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Human action recognition in stereoscopic videos based on bag of features and disparity pyramids.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014
2013
Τεχνικές μηχανικής όρασης και αναγνώρισης προτύπων για την αλληλεπίδραση ανθρώπου-υπολογιστή
PhD thesis, 2013
IEEE Trans. Neural Networks Learn. Syst., 2013
Multidimensional Sequence Classification Based on Fuzzy Distances and Discriminant Analysis.
IEEE Trans. Knowl. Data Eng., 2013
IEEE Trans. Circuits Syst. Video Technol., 2013
Multi-view action recognition based on action volumes, fuzzy distances and cluster discriminant analysis.
Signal Process., 2013
Pattern Recognit. Lett., 2013
Learning sparse representations for view-independent human action recognition based on fuzzy distances.
Neurocomputing, 2013
Proceedings of the 1st International Workshop on Biometrics and Forensics, 2013
View-independent human action recognition based on multi-view action images and discriminant learning.
Proceedings of the 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, 2013
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Dynamic action classification based on iterative data selection and Feedforward Neural networks.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2013
2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Activity-Based Person Identification Using Fuzzy Representation and Discriminant Learning.
IEEE Trans. Inf. Forensics Secur., 2012
Multi-view human movement recognition based on fuzzy distances and linear discriminant analysis.
Comput. Vis. Image Underst., 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Eating and drinking activity recognition based on discriminant analysis of fuzzy distances and activity volumes.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Multi-view human action recognition under occlusion based on Fuzzy distances and neural networks.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the Biometrics and ID Management, 2011
2010
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010