Department of Electrical and Computer Engineering

Aarhus University Seal
You are here: » Alexandros Iosifidis » Research outputs

About the department

Alexandros Iosifidis

1 - 100 out of 262Page size: 100
RSS feed of this list
  1. 2023
  2. Published
    Predicting the trading behavior of socially connected investors: Graph neural network approach with implications to market surveillance. / Baltakys, Kęstutis; Baltakienė, Margarita; Heidari, Negar et al.
    In: Expert Systems with Applications, Vol. 228, 120285, 10.2023.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  3. Published
    Augmented bilinear network for incremental multi-stock time-series classification. / Shabani, Mostafa; Tran, Dat Thanh; Kanniainen, Juho et al.
    In: Pattern Recognition, Vol. 141, 109604, 09.2023.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  4. Published
    Towards Developing a Digital Twin for a Manufacturing Pilot Line: An Industrial Case Study. / Kakavandi, Fatemeh; Gomes, Cláudio; de Reus, Roger et al.
    Digital Twin Driven Intelligent Systems and Emerging Metaverse. ed. / Enis Karaarslan; Ömer Aydin; Ümit Cali; Moharram Challenger. Singapore: Springer, 2023. p. 39-64.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research › peer-review

  5. Published
    Physics-Guided Machine Learning for Wind-Farm Power Prediction: Toward Interpretability and Generalizability. / Zehtabiyan-Rezaie, Navid; Iosifidis, Alexandros; Abkar, Mahdi.
    In: PRX Energy, Vol. 2, No. 1, 30.03.2023.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  6. Published
    Qualifying and raising anti-money laundering alarms with deep learning. / Jensen, Rasmus Ingemann Tuffveson; Iosifidis, Alexandros.
    In: Expert Systems with Applications, Vol. 214, 119037, 03.2023.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  7. Published
    Constructing Neural Network Based Models for Simulating Dynamical Systems. / Legaard, Christian Møldrup; Schranz, Thomas; Schweiger, Gerald et al.
    In: ACM Computing Surveys, Vol. 55, No. 11, 236, 02.2023, p. 1-34.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  8. Published
    Graph-embedded subspace support vector data description. / Sohrab, Fahad; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    In: Pattern Recognition, Vol. 133, 108999, 01.2023.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  9. Published
    Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch. / Hedegaard, Lukas; Iosifidis, Alexandros.
    Computer Vision – ECCV 2022 Workshops, Proceedings. ed. / Leonid Karlinsky; Tomer Michaeli; Ko Nishino. Springer, 2023. p. 21-34 (Lecture Notes in Computer Science (LNCS), Vol. 13807).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  10. Submitted
    Learning Diversified Feature Representations for Facial Expression Recognition in the Wild. / Heidari, Negar; Iosifidis, Alexandros.
    2023.

    Research output: Contribution to conference › Paper › Research

  11. Submitted
    Predicting the Trading Behavior of Socially Connected Investors. / Baltakys, Kęstutis; Baltakienė, Margarita; Heidari, Negar et al.
    In: SSRN Electronic Journal, 2023.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research

  12. 2022
  13. Published
    Product Quality Control in Assembly Machine under Data Restricted Settings. / Kakavandi, Fatemeh; de Reus, Roger ; Gomes, Cláudio et al.
    2022 IEEE 20th International Conference on Industrial Informatics (INDIN). IEEE, 2022. p. 735-741.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  14. Published
    Automatic flower detection and phenology monitoring using time-lapse cameras and deep learning. / Mann, Hjalte M.R.; Iosifidis, Alexandros; Jepsen, Jane U. et al.
    In: Remote Sensing in Ecology and Conservation, Vol. 8, No. 6, 12.2022, p. 765-777.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  15. Published
    Continual Transformers: Redundancy-Free Attention for Online Inference. / Hedegaard Morsing, Lukas; Bakhtiarnia, Arian; Iosifidis, Alexandros.
    The Eleventh International Conference on Learning Representations, 2022.

    Research output: Working paper/Preprint › Working paper › Research › peer-review

  16. Published
    Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing. / Dong, Zhongtian ; Li, Nan; Iosifidis, Alexandros et al.
    ArXiv, 2022.

    Research output: Working paper/Preprint › Preprint

  17. Published
    Structured Pruning Adapters. / Hedegaard Morsing, Lukas; Alok, Aman; Jose, Juby et al.
    2022.

    Research output: Contribution to conference › Paper › Research

  18. Published
    Variational Neural Networks implementation in Pytorch and JAX[Formula presented]. / Oleksiienko, Illia; Tran, Dat Thanh; Iosifidis, Alexandros.
    In: Software Impacts, Vol. 14, 100431, 11.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  19. Published
    Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction. / Shabani, Mostafa; Tran, Dat Thanh; Magris, Martin et al.
    30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. IEEE, 2022. p. 1487-1491.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  20. Published
    Saliency-based Weighted Multilabel Linear Discriminant Analysis. / Xu, Lei; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    In: IEEE Transactions on Cybernetics, Vol. 52, No. 10, 10.2022, p. 10200-10213.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  21. Published
    Single-layer vision transformers for more accurate early exits with less overhead. / Bakhtiarnia, Arian; Zhang, Qi; Iosifidis, Alexandros.
    In: Neural Networks, Vol. 153, 09.2022, p. 461-473.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  22. Published
    Collaborative edge computing for distributed CNN inference acceleration using receptive field-based segmentation. / Li, Nan; Iosifidis, Alexandros; Zhang, Qi.
    In: Computer Networks, Vol. 214, 109150, 06.07.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  23. Published
    Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing. / Li, Nan; Iosifidis, Alexandros; Zhang, Qi.
    ICC 2022 - IEEE International Conference on Communications. IEEE, 2022. p. 3667-3672.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  24. Published
    Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    In: Scientific Reports, Vol. 12, 8395, 05.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  25. Published
    Remote Multilinear Compressive Learning with Adaptive Compression. / Tran, Dat Thanh; Gabbouj, Moncef; Iosifidis, Alexandros.
    In: IEEE Internet of Things Journal, Vol. 9, No. 9, 05.2022, p. 6905-6913.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  26. E-pub ahead of print
    Data-driven fluid mechanics of wind farms: A review. / Zehtabiyan-Rezaie, Navid; Iosifidis, Alexandros; Abkar, Mahdi.
    In: Journal of Renewable and Sustainable Energy, Vol. 14, No. 3, 032703, 26.04.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  27. Published
    Continual Spatio-Temporal Graph Convolutional Networks. / Hedegaard Morsing, Lukas; Heidari, Negar; Iosifidis, Alexandros.
    In: Pattern Recognition, Vol. 140, 03.2022, p. 109528.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  28. Published
    3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. / Malik, Junaid; Kiranyaz, Serkan; Al-Raoush, Riyadh I. et al.
    In: Computers & Geosciences, Vol. 159, 105017, 02.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  29. Published
    Editorial to special issue on cross-media learning for visual question answering. / Wan, Shaohua; Chen, Chen; Iosifidis, Alexandros.
    In: Image and Vision Computing, Vol. 118, 104355, 02.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Editorial › peer-review

  30. Published
    Feedforward Neural Networks Initialization based on Discriminant Learning. / Chumachenko, Kateryna; Iosifidis, Alexandros; Gabbouj, Moncef.
    In: Neural Networks, Vol. 146, 02.2022, p. 220-229.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  31. Published
    3D object detection and tracking. / Oleksiienko, Illia; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. ed. / Alexandros Iosifidis; Anastasios Tefa. Elsevier, 2022. p. 313-340.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research › peer-review

  32. Published
    Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications. / Bakhtiarnia, Arian; Leporowski, Blazej; Esterle, Lukas et al.
    2022 IEEE International Smart Cities Conference (ISC2). IEEE, 2022.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  33. Published
    Attention-Based Neural Bag-of-Features Learning for Sequence Data. / Tran, Dat Thanh; Passalis, Nikolaos; Tefas, Anastasios et al.
    In: IEEE Access, Vol. 10, 2022, p. 45542-45552.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  34. Submitted
    Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification. / Shabani, Mostafa; Tran, Dat Thanh; Kanniainen, Juho et al.
    arXiv. 2022.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research

  35. Published
    Continual 3D Convolutional Neural Networks for Real-time Processing of Videos. / Hedegaard Morsing, Lukas; Iosifidis, Alexandros.
    Computer Vision – ECCV 2022. ed. / Shai Avidan; Gabriel Brostow; Moustapha Cissé; Giovanni Maria Farinella; Tal Hassner. Cham: Springer, 2022. p. 369-385 (Lecture Notes in Computer Science, Vol. 13664).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  36. Published
    Detecting Faults during Automatic Screwdriving: A Dataset and Use Case of Anomaly Detection for Automatic Screwdriving. / Leporowski, Blazej Tadeusz; Tola, Daniella; Hansen, Casper et al.
    Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems - Proceedings of the 8th Changeable, Agile, Reconfigurable and Virtual Production Conference CARV 2021 and 10th World Mass Customization and Personalization Conference MCPC 2021. ed. / Ann-Louise Andersen; Rasmus Andersen; Thomas Ditlev Brunoe; Maria Stoettrup Schioenning Larsen; Kjeld Nielsen; Alessia Napoleone; Stefan Kjeldgaard. Springer, 2022. p. 224-232 (Lecture Notes in Mechanical Engineering).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  37. Published
    Graph Embedding with Data Uncertainty. / Laakom, Firas; Raitoharju, Jenni; Passalis, Nikolaos et al.
    In: IEEE Access, Vol. 10, 2022, p. 24232-24239.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  38. Published
    Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing. / Li, Nan; Iosifidis, Alexandros; Zhang, Qi.
    GLOBECOM 2022 - 2022 IEEE Global Communications Conference. IEEE, 2022. p. 982-987.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  39. Published
    Graph convolutional networks. / Heidari, Negar; Hedegaard Morsing, Lukas; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. ed. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. p. 71-99.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Communication

  40. Published
    Human Activity Recognition. / Morsing, Lukas Hedegaard; Heidari, Negar; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. ed. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. p. 341-370.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research › peer-review

  41. Published
    Introduction. / Iosifidis, Alexandros; Tefas, Anastasios.
    Deep Learning for Robot Perception and Cognition. ed. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research › peer-review

  42. Published
    Object detection and tracking. / Chumachenko, Kateryna; Gabbouj, Moncef; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. ed. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. p. 243-278.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research › peer-review

  43. Submitted
    Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots. / Shabani, Mostafa; Magris, Martin; Tzagkarakis, George et al.
    arXiv. 2022.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research

  44. Published
    Progressive and compressive learning. / Tran, Dat Thanh; Gabbouj, Moncef; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. ed. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. p. 187-220.

    Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research › peer-review

  45. Published
    Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing. / Li, Nan; Iosifidis, Alexandros; Zhang, Qi.
    ICC 2022 - IEEE International Conference on Communications. IEEE, 2022. p. 4281-4286.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  46. 2021
  47. Published
    Visualising deep network time-series representations. / Leporowski, Błażej; Iosifidis, Alexandros.
    In: Neural Computing and Applications, Vol. 33, No. 23, 12.2021, p. 16489-16498.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  48. Published
    ECINN: Efficient Counterfactuals from Invertible Neural Networks. / Hvilshøj, Frederik; Iosifidis, Alexandros; Assent, Ira.
    32nd British Machine Vision Conference 2021, BMVC 2021, Virtual. 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research

  49. Published
    Learning to ignore: rethinking attention in CNNs. / Laakom, Firas; Chumachenko, Kateryna; Raitoharju, Jenni et al.
    32rd British Machine Vision Conference. 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  50. Published
    Robust channel-wise illumination estimation. / Laakom, Firas; Raitoharju, Jenni; Nikkanen, Jarno et al.
    32rd British Machine Vision Conference. 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  51. Published
    Data-Driven Identification of Remaining Useful Life for Plastic Injection Moulds. / Böttjer, Till; Ørnskov Rønsch, Georg ; Gomes, Cláudio et al.
    Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems: Proceedings of the Changeable, Agile, Reconfigurable and Virtual Production Conference and the World Mass Customization & Personalization Conference. ed. / Ann-Louise Andersen; Rasmus Andersen; Thomas Ditlev Brunoe; Maria Stoettrup Schioenning Larsen; Kjeld Nielsen; Alessia Napoleone; Stefan Kjeldgaard. Springer, 2021. p. 431-439 (Lecture Notes in Mechanical Engineering).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  52. Published
    IrradianceNet: Spatiotemporal Deep Learning Model for Satellite-Derived Solar Irradiance Nowcasting. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    In: Solar Energy, Vol. 228, 11.2021, p. 659-669.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  53. Published
    On Quantitative Evaluations of Counterfactuals. / Hvilshøj, Frederik; Iosifidis, Alexandros; Assent, Ira.
    2021.

    Research output: Working paper/Preprint › Preprint

  54. Published
    How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective. / Tran, Dat Thanh; Kanniainen, Juho; Iosifidis, Alexandros.
    2021. Paper presented at NeurIPS 2021 Workshop on Machine Learning meets Econometrics.

    Research output: Contribution to conference › Paper › Research › peer-review

  55. Published
    Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. / Passalis, Nikolaos; Kanniainen, Juho; Gabbouj, Moncef et al.
    In: Journal of Signal Processing Systems, Vol. 93, No. 10, 10.2021, p. 1235-1251.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  56. Published
    Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol. / Hedegaard Morsing, Lukas; Sheikh-Omar, Omar Ali; Iosifidis, Alexandros.
    In: IEEE Transactions on Image Processing, Vol. 30, 10.2021, p. 8619-8631.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  57. Published
    MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments. / Bajovic, Dragana; Bakhtiarnia, Arian; Bravos, George et al.
    2021 International Balkan Conference on Communications and Networking, BalkanCom 2021. IEEE, 2021. p. 143-147.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  58. Published
    Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning. / Bakhtiarnia, Arian; Zhang, Qi; Iosifidis, Alexandros.
    2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  59. Published
    On the spatial attention in spatio-temporal graph convolutional networks for skeleton-based human action recognition. / Heidari, Negar; Iosifidis, Alexandros.
    IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. IEEE, 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  60. Published
    Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. / Soltanian, Mohammad; Malik, Junaid; Raitoharju, Jenni et al.
    2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  61. Published
    Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems. / Oleksiienko, Illia; Iosifidis, Alexandros.
    2021 International Conference on Emerging Techniques in Computational Intelligence (ICETCI). ed. / Naresh Mallenahalli; Arya Bhattacharya; Sabrina Senatore; Atul Negi; Akira Hirose. IEEE, 2021. p. 59-64.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  62. Published
    Self-organized Operational Neural Networks with Generative Neurons. / Kiranyaz, Serkan; Malik, Junaid; Abdallah, Habib Ben et al.
    In: Neural Networks, Vol. 140, 08.2021, p. 294-308.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  63. Published
    Exploiting heterogeneity in operational neural networks by synaptic plasticity. / Kiranyaz, Serkan; Malik, Junaid; Abdallah, Habib Ben et al.
    In: Neural Computing and Applications, Vol. 33, No. 13, 07.2021, p. 7997-8015.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  64. Published
    Introduction to Digital Twin Engineering. / Feng, Hao; Gomes, Claudio; Thule, Casper et al.
    2021 Annual Modeling and Simulation Conference (ANNSIM). ed. / Cristina Ruiz Martin; Maria Julia Blas; Alonso Inostrosa Psijas. IEEE, 2021. p. 1-12.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  65. Published
    Monte Carlo Dropout Ensembles for Robust Illumination Estimation. / Laakom, Firas; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. IEEE, 2021. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2021-July).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  66. Published
    Multi-Exit Vision Transformer for Dynamic Inference. / Bakhtiarnia, Arian; Zhang, Qi; Iosifidis, Alexandros.
    The 32nd British Machine Vision Conference. 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  67. Published
    Within-layer Diversity Reduces Generalization Gap. / Laakom, Firas; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    2021. Paper presented at International Conference on Machine Learning Workshop on Information Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning, 2021.

    Research output: Contribution to conference › Paper › Research › peer-review

  68. Published
    Progressive Graph Convolutional Networks for Semi-Supervised Node Classification. / Heidari, Negar; Iosifidis, Alexandros.
    In: IEEE Access, Vol. 9, 03.06.2021, p. 81957-81968.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  69. Published
    Automatic Main Character Recognition for Photographic Studies. / Seker, Mert; Männistö, Anssi; Iosifidis, Alexandros et al.
    2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). IEEE, 2021.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  70. Published
    Deep Multi-view Learning to Rank. / Cao, Guanqun; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    In: IEEE Transactions on Knowledge and Data Engineering, Vol. 33, No. 4, 8845659, 04.2021, p. 1426-1438.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  71. Published
    Multilinear compressive learning. / Tran, Dat Thanh; Yamac, Mehmet; Degerli, Aysen et al.
    In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 32, No. 4, 9070152, 04.2021, p. 1512-1524.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  72. Published
    Pain detection using batch normalized discriminant restricted Boltzmann machine layers. / Kharghanian, Reza; Peiravi, Ali; Moradi, Farshad et al.
    In: Journal of Visual Communication and Image Representation, Vol. 76, 103062, 04.2021.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  73. Published
    CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, 03.2021, p. 3485-3494.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  74. Published
    Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. / Gautam, Chandan; Tiwari, Aruna; Mishra, Pratik K. et al.
    In: Cognitive Computation, Vol. 13, No. 2, 03.2021, p. 552-569.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  75. Published
    Speed-up and Multi-view Extensions to Subclass Discriminant Analysis. / Chumachenko, Kateryna; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    In: Pattern Recognition, Vol. 111, 107660, 03.2021.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  76. Published
    On Feature Diversity in Energy-based models. / Laakom, Firas; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    2021. Paper presented at International Conference on Learning Representations Workshop on Energy-Based Models, , Vienna.

    Research output: Contribution to conference › Paper › Research › peer-review

  77. Published
    Approximate Bayes factors for unit root testing. / Magris, Martin; Iosifidis, Alexandros.
    2021. Paper presented at International Association for Applied Econometrics Annual Conference 2021, Rotterdam, Netherlands.

    Research output: Contribution to conference › Paper › Research › peer-review

  78. Published
    Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. / Passalis, Nikolaos; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 32, No. 2, 02.2021, p. 925-930.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  79. Published
    Multimodal Subspace Support Vector Data Description. / Sohrab, Fahad; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    In: Pattern Recognition, Vol. 110, 107648, 02.2021.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  80. Published
    Supervised Domain Adaptation using Graph Embedding. / Hedegaard Morsing, Lukas; Sheikh-Omar, Omar Ali; Iosifidis, Alexandros.
    2021. Paper presented at 25th International Conference on Pattern Recognition, Milan, Italy.

    Research output: Contribution to conference › Paper › Research › peer-review

  81. Published
    Deep learning and computer vision will transform entomology. / Høye, Toke Thomas; Ärje, Johanna; Bjerge, Kim et al.
    In: Proceedings of the National Academy of Sciences, Vol. 118, No. 2, e2002545117, 01.2021.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  82. Published
    Robust fast subclass discriminant analysis. / Chumachenko, Kateryna; Iosifidis, Alexandros; Gabbouj, Moncef.
    2020 28th European Signal Processing Conference (EUSIPCO). Amsterdam: IEEE, 2021. p. 1397-1401 9287557.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  83. Published
    Robust hypersphere-based weight imprinting for few-shot learning. / Passalis, Nikolaos; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    2020 28th European Signal Processing Conference (EUSIPCO. Amsterdam: IEEE, 2021. p. 1392-1396 9287340.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  84. Published
    Data-Driven Identification of Remaining Useful Life for Plastic Injection Moulds. / Böttjer, Till; Ørnskov Rønsch, Georg ; Gonçalves Gomes, Cláudio Ângelo et al.
    Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems: Proceedings of the Changeable, Agile, Reconfigurable and Virtual Production Conference and the World Mass Customization & Personalization Conference. ed. / Ann-Louise Andersen; Rasmus Andersen; Ditlev Brunoe; Maria Stoettrup Schioenning Larsen; Kjeld Nielsen; Alessia Napoleone; Stefan Kjeldgaard. Springer, 2021. p. 431-439 (Lecture Notes in Mechanical Engineering).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  85. Published
    INTEL-TAU: A Color Constancy Dataset. / Laakom, Firas; Raitoharju, Jenni; Nikkanen, Jarno et al.
    In: IEEE Access, Vol. 9, 9371681, 2021, p. 39560-39567.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  86. Published
    Model-based monitoring and state estimation for digital twins: The Kalman filter. / Feng, Hao; Gomes, Cláudio; Iosifidis, Alexandros et al.
    Annual Modeling and Simulation Conference (ANNSIM 2021). ed. / C R Martin; M J Blas; A I Psijas. 2021. p. 1-2 (Simulation Series; No. 2, Vol. 53).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Communication

  87. Published
    Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty Estimation. / Heidari, Negar; Iosifidis, Alexandros.
    arXiv.org, 2021.

    Research output: Working paper/Preprint › Preprint

  88. Published
    Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition. / Heidari, Negar; Iosifidis, Alexandros.
    ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021. p. 3220-3224.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  89. Published
    Rethinking compactness in deep neural networks. / Chumachenko, Kateryna; Laakom, Firas; Raitoharju, Jenni et al.
    2021. Paper presented at International Conference on Machine Learning Workshop on Overparameterization.

    Research output: Contribution to conference › Paper › Research › peer-review

  90. Published
    Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition. / Heidari, Negar; Iosifidis, Alexandros.
    Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition (ICPR). IEEE, 2021. p. 7907-7914.

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  91. 2020
  92. Published
    Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting. / Shabani, Mostafa; Iosifidis, Alexandros.
    2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. IEEE, 2020. p. 2156-2161 9308440 (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  93. Published
    Class mean vector component and discriminant analysis. / Iosifidis, Alexandros.
    In: Pattern Recognition Letters, Vol. 140, 12.2020, p. 207-213.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  94. Published
    Performance Indicator in Multilinear Compressive Learning. / Tran, Dat Thanh; Gabbouj, Moncef; Iosifidis, Alexandros.
    2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. IEEE, 2020. p. 1822-1828 9308418 (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  95. Published
    Incremental Fast Subclass Discriminant Analysis. / Chumachenko, Kateryna; Raitoharju, Jenni; Gabbouj, Moncef et al.
    2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE, 2020. p. 1771-1775 9191328 (Proceedings - International Conference on Image Processing, ICIP, Vol. 2020-October).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  96. Published
    Probabilistic Class-Specific Discriminant Analysis. / Iosifidis, Alexandros.
    In: IEEE Access, Vol. 8, 10.2020, p. 183847-183855.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  97. Published
    Probabilistic Color Constancy. / Laakom, Firas; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE, 2020. p. 978-982 9190893 (Proceedings - International Conference on Image Processing, ICIP, Vol. 2020-October).

    Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

  98. Published
    Recurrent bag-of-features for visual information analysis. / Krestenitis, Marios; Passalis, Nikolaos; Iosifidis, Alexandros et al.
    In: Pattern Recognition, Vol. 106, 107380, 10.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  99. Published
    Deep Adaptive Input Normalization for Time Series Forecasting. / Passalis, Nikolaos; Tefas, Anastasios; Kanniainen, Juho et al.
    In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 31, No. 9, 09.2020, p. 3760-3765.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  100. Published
    Human experts vs. machines in taxa recognition. / Ärje, Johanna; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    In: Signal Processing: Image Communication, Vol. 87, 115917, 09.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  101. Published
    Automatic image-based identification and biomass estimation of invertebrates. / Ärje, Johanna; Melvad, Claus; Jeppesen, Mads Rosenhøj et al.
    In: Methods in Ecology and Evolution, Vol. 11, No. 8, 08.2020, p. 922-931.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  102. Published
    CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    2020. Abstract from European Conference on Computer Vision Workshop .

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  103. Published
    Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data. / Passalis, Nikolaos; Tefas, Anastasios; Kanniainen, Juho et al.
    In: Pattern Recognition Letters, Vol. 136, 08.2020, p. 183-189.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

  104. Published
    Using Deep Learning for price prediction by exploiting stationary limit order book features. / Tsantekidis, Avraam; Passalis, Nikolaos; Tefas, Anastasios et al.
    In: Applied Soft Computing Journal, Vol. 93, 106401, 08.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Previous 1 2 3 Next