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  1. 2023
  2. Udgivet
    A review of unit level digital twin applications in the manufacturing industry. / Böttjer, Till; Tola, Daniella; Kakavandi, Fatemeh et al.
    I: CIRP Journal of Manufacturing Science and Technology, Bind 45, 45, 01.10.2023, s. 162-189.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  3. Udgivet
    Bayesian learning for neural networks: an algorithmic survey. / Magris, Martin; Iosifidis, Alexandros.
    I: Artificial Intelligence Review, Bind 56, Nr. 10, 10.2023, s. 11773-11823.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  4. Udgivet
    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.
    I: Expert Systems with Applications, Bind 228, 120285, 10.2023.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  5. Udgivet
    Augmented bilinear network for incremental multi-stock time-series classification. / Shabani, Mostafa; Tran, Dat Thanh; Kanniainen, Juho et al.
    I: Pattern Recognition, Bind 141, 109604, 09.2023.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  6. Udgivet
    Bayesian bilinear neural network for predicting the mid-price dynamics in limit-order book markets. / Magris, Martin; Shabani, Mostafa; Iosifidis, Alexandros.
    I: Journal of Forecasting, Bind 42, Nr. 6, 09.2023, s. 1407-1428.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  7. Udgivet
    Data-driven Reynolds stress models based on the frozen treatment of Reynolds stress tensor and Reynolds force vector. / Amarloo, Ali; Cinnella, Paola ; Iosifidis, Alexandros et al.
    I: Physics of Fluids, Bind 35, Nr. 7, 075154, 31.07.2023.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  8. Udgivet
    WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. / Laakom, Firas; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    AAAI-23 Technical Tracks 7. red. / Brian Williams; Yiling Chen; Jennifer Neville. AAAI Press, 2023. s. 8421-8429 190493 (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, Bind 37).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  9. Udgivet
    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. red. / Enis Karaarslan; Ömer Aydin; Ümit Cali; Moharram Challenger. Singapore: Springer, 2023. s. 39-64.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Forskning › peer review

  10. Udgivet
    Physics-Guided Machine Learning for Wind-Farm Power Prediction: Toward Interpretability and Generalizability. / Zehtabiyan-Rezaie, Navid; Iosifidis, Alexandros; Abkar, Mahdi.
    I: PRX Energy, Bind 2, Nr. 1, 30.03.2023.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  11. Udgivet
    Qualifying and raising anti-money laundering alarms with deep learning. / Jensen, Rasmus Ingemann Tuffveson; Iosifidis, Alexandros.
    I: Expert Systems with Applications, Bind 214, 119037, 03.2023.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  12. Udgivet
    Attention-based Feature Compression for CNN Inference Offloading in Edge Computing. / Li, Nan; Iosifidis, Alexandros; Zhang, Qi.
    arXIV. 2023.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  13. Udgivet
    Constructing Neural Network Based Models for Simulating Dynamical Systems. / Legaard, Christian Møldrup; Schranz, Thomas; Schweiger, Gerald et al.
    I: ACM Computing Surveys, Bind 55, Nr. 11, 236, 02.2023, s. 1-34.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  14. Udgivet
    Graph-embedded subspace support vector data description. / Sohrab, Fahad; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    I: Pattern Recognition, Bind 133, 108999, 01.2023.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  15. Udgivet
    Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification. / Shabani, Mostafa; Tran, Dat Thanh; Kanniainen, Juho et al.
    Pattern Recognition. Bind 141 Elsevier, 2023. s. 109604.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  17. Udgivet
    Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training. / Bakhtiarnia, Arian; Zhang, Qi; Iosifidis, Alexandros.
    2023 IEEE Symposium Series on Computational Intelligence. 2023.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  18. Udgivet
    Dynamic Split Computing for Efficient Deep Edge Intelligence. / Bakhtiarnia, Arian; Milošević, Nemanja; Zhang, Qi et al.
    2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023). 2023.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Konferencebidrag › Paper › Forskning

  20. Udgivet
    Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots. / Shabani, Mostafa; Magris, Martin; Tzagkarakis, George et al.
    Neural Computing and Applications. Bind 35 Springer, 2023. s. 18519–18531.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning

  22. Udgivet
    PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks. / Bakhtiarnia, Arian; Zhang, Qi; Iosifidis, Alexandros.
    2023 International Joint Conference on Neural Networks (IJCNN). 2023.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  23. 2022
  24. Udgivet
    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 2022. IEEE, 2022. s. 735-741.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  25. Udgivet
    Automatic flower detection and phenology monitoring using time-lapse cameras and deep learning. / Mann, Hjalte M.R.; Iosifidis, Alexandros; Jepsen, Jane U. et al.
    I: Remote Sensing in Ecology and Conservation, Bind 8, Nr. 6, 12.2022, s. 765-777.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  26. Udgivet
    Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications. / Cavagna, Andrea ; Li, Nan; Iosifidis, Alexandros et al.
    arXIV. 2022.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Working paper/Preprint › Working paper › Forskning › peer review

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

    Publikation: Working paper/Preprint › Preprint

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

    Publikation: Konferencebidrag › Paper › Forskning

  30. Udgivet
    Variational Neural Networks implementation in Pytorch and JAX[Formula presented]. / Oleksiienko, Illia; Tran, Dat Thanh; Iosifidis, Alexandros.
    I: Software Impacts, Bind 14, 100431, 11.2022.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  31. Udgivet
    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. s. 1487-1491.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  32. Udgivet
    Saliency-based Weighted Multilabel Linear Discriminant Analysis. / Xu, Lei; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    I: IEEE Transactions on Cybernetics, Bind 52, Nr. 10, 10.2022, s. 10200-10213.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  33. Udgivet
    Single-layer vision transformers for more accurate early exits with less overhead. / Bakhtiarnia, Arian; Zhang, Qi; Iosifidis, Alexandros.
    I: Neural Networks, Bind 153, 09.2022, s. 461-473.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  34. Udgivet
    Collaborative edge computing for distributed CNN inference acceleration using receptive field-based segmentation. / Li, Nan; Iosifidis, Alexandros; Zhang, Qi.
    I: Computer Networks, Bind 214, 109150, 06.07.2022.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  35. Udgivet
    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. s. 3667-3672.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  36. Udgivet
    Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    I: Scientific Reports, Bind 12, Nr. 1, 8395, 05.2022.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  37. Udgivet
    Remote Multilinear Compressive Learning with Adaptive Compression. / Tran, Dat Thanh; Gabbouj, Moncef; Iosifidis, Alexandros.
    I: IEEE Internet of Things Journal, Bind 9, Nr. 9, 05.2022, s. 6905-6913.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  38. E-pub ahead of print
    Data-driven fluid mechanics of wind farms: A review. / Zehtabiyan-Rezaie, Navid; Iosifidis, Alexandros; Abkar, Mahdi.
    I: Journal of Renewable and Sustainable Energy, Bind 14, Nr. 3, 032703, 26.04.2022.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  39. Udgivet
    Continual Spatio-Temporal Graph Convolutional Networks. / Hedegaard Morsing, Lukas; Heidari, Negar; Iosifidis, Alexandros.
    I: Pattern Recognition, Bind 140, 03.2022, s. 109528.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  41. Udgivet
    Editorial to special issue on cross-media learning for visual question answering. / Wan, Shaohua; Chen, Chen; Iosifidis, Alexandros.
    I: Image and Vision Computing, Bind 118, 104355, 02.2022.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Leder › peer review

  42. Udgivet
    Feedforward Neural Networks Initialization based on Discriminant Learning. / Chumachenko, Kateryna; Iosifidis, Alexandros; Gabbouj, Moncef.
    I: Neural Networks, Bind 146, 02.2022, s. 220-229.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  43. Udgivet
    3D object detection and tracking. / Oleksiienko, Illia; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. red. / Alexandros Iosifidis; Anastasios Tefa. Elsevier, 2022. s. 313-340.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Forskning › peer review

  44. Udgivet
    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.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  45. Udgivet
    Attention-Based Neural Bag-of-Features Learning for Sequence Data. / Tran, Dat Thanh; Passalis, Nikolaos; Tefas, Anastasios et al.
    I: IEEE Access, Bind 10, 2022, s. 45542-45552.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  46. Udgivet
    Continual 3D Convolutional Neural Networks for Real-time Processing of Videos. / Hedegaard Morsing, Lukas; Iosifidis, Alexandros.
    Computer Vision – ECCV 2022 - 17th European Conference, 2022, Proceedings. red. / Shai Avidan; Gabriel Brostow; Moustapha Cissé; Giovanni Maria Farinella; Tal Hassner. Cham: Springer, 2022. s. 369-385 (Lecture Notes in Computer Science, Bind 13664).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  47. Udgivet
    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. red. / Ann-Louise Andersen; Rasmus Andersen; Thomas Ditlev Brunoe; Maria Stoettrup Schioenning Larsen; Kjeld Nielsen; Alessia Napoleone; Stefan Kjeldgaard. Springer, 2022. s. 224-232 (Lecture Notes in Mechanical Engineering).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  48. Udgivet
    Graph convolutional networks. / Heidari, Negar; Hedegaard Morsing, Lukas; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. red. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. s. 71-99.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Formidling

  49. Udgivet
    Graph Embedding with Data Uncertainty. / Laakom, Firas; Raitoharju, Jenni; Passalis, Nikolaos et al.
    I: IEEE Access, Bind 10, 2022, s. 24232-24239.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  51. Udgivet
    Human Activity Recognition. / Morsing, Lukas Hedegaard; Heidari, Negar; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. red. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. s. 341-370.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Forskning › peer review

  52. Udgivet
    Introduction. / Iosifidis, Alexandros; Tefas, Anastasios.
    Deep Learning for Robot Perception and Cognition. red. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Forskning › peer review

  53. Udgivet
    Object detection and tracking. / Chumachenko, Kateryna; Gabbouj, Moncef; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. red. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. s. 243-278.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Forskning › peer review

  54. Udgivet
    Progressive and compressive learning. / Tran, Dat Thanh; Gabbouj, Moncef; Iosifidis, Alexandros.
    Deep Learning for Robot Perception and Cognition. red. / Alexandros Iosifidis; Anastasios Tefas. Elsevier, 2022. s. 187-220.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Bidrag til bog/antologi › Forskning › peer review

  55. Udgivet
    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. s. 4281-4286.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  56. 2021
  57. Udgivet
    Visualising deep network time-series representations. / Leporowski, Błażej; Iosifidis, Alexandros.
    I: Neural Computing and Applications, Bind 33, Nr. 23, 12.2021, s. 16489-16498.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  61. Udgivet
    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 8th Changeable, Agile, Reconfigurable and Virtual Production Conference CARV 2021 and 10th World Mass Customization and Personalization Conference MCPC 2021. red. / Ann-Louise Andersen; Rasmus Andersen; Thomas Ditlev Brunoe; Maria Stoettrup Schioenning Larsen; Kjeld Nielsen; Alessia Napoleone; Stefan Kjeldgaard. Springer, 2021. s. 431-439 (Lecture Notes in Mechanical Engineering).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  62. Udgivet
    IrradianceNet: Spatiotemporal Deep Learning Model for Satellite-Derived Solar Irradiance Nowcasting. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    I: Solar Energy, Bind 228, 11.2021, s. 659-669.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Working paper/Preprint › Preprint

  64. Udgivet
    How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective. / Tran, Dat Thanh; Kanniainen, Juho; Iosifidis, Alexandros.
    2021. Paper præsenteret ved NeurIPS 2021 Workshop on Machine Learning meets Econometrics.

    Publikation: Konferencebidrag › Paper › Forskning › peer review

  65. Udgivet
    Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. / Passalis, Nikolaos; Kanniainen, Juho; Gabbouj, Moncef et al.
    I: Journal of Signal Processing Systems, Bind 93, Nr. 10, 10.2021, s. 1235-1251.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  66. Udgivet
    Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol. / Hedegaard Morsing, Lukas; Sheikh-Omar, Omar Ali; Iosifidis, Alexandros.
    I: IEEE Transactions on Image Processing, Bind 30, 10.2021, s. 8619-8631.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  67. Udgivet
    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. s. 143-147.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  68. Udgivet
    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.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  69. Udgivet
    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.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  70. Udgivet
    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.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  71. Udgivet
    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). red. / Naresh Mallenahalli; Arya Bhattacharya; Sabrina Senatore; Atul Negi; Akira Hirose. IEEE, 2021. s. 59-64.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  72. Udgivet
    Self-organized Operational Neural Networks with Generative Neurons. / Kiranyaz, Serkan; Malik, Junaid; Abdallah, Habib Ben et al.
    I: Neural Networks, Bind 140, 08.2021, s. 294-308.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  73. Udgivet
    Exploiting heterogeneity in operational neural networks by synaptic plasticity. / Kiranyaz, Serkan; Malik, Junaid; Abdallah, Habib Ben et al.
    I: Neural Computing and Applications, Bind 33, Nr. 13, 07.2021, s. 7997-8015.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  75. Udgivet
    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, Bind 2021-July).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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

    Publikation: Konferencebidrag › Paper › Forskning › peer review

  78. Udgivet
    Progressive Graph Convolutional Networks for Semi-Supervised Node Classification. / Heidari, Negar; Iosifidis, Alexandros.
    I: IEEE Access, Bind 9, 03.06.2021, s. 81957-81968.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  80. Udgivet
    Deep Multi-view Learning to Rank. / Cao, Guanqun; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    I: IEEE Transactions on Knowledge and Data Engineering, Bind 33, Nr. 4, 8845659, 04.2021, s. 1426-1438.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  81. Udgivet
    Multilinear compressive learning. / Tran, Dat Thanh; Yamac, Mehmet; Degerli, Aysen et al.
    I: IEEE Transactions on Neural Networks and Learning Systems, Bind 32, Nr. 4, 9070152, 04.2021, s. 1512-1524.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  83. Udgivet
    CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds. / Nielsen, Andreas Holm; Iosifidis, Alexandros; Karstoft, Henrik.
    I: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Bind 14, 9366908, 03.2021, s. 3485-3494.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  84. Udgivet
    Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. / Gautam, Chandan; Tiwari, Aruna; Mishra, Pratik K. et al.
    I: Cognitive Computation, Bind 13, Nr. 2, 03.2021, s. 552-569.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  85. Udgivet
    Speed-up and Multi-view Extensions to Subclass Discriminant Analysis. / Chumachenko, Kateryna; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    I: Pattern Recognition, Bind 111, 107660, 03.2021.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  86. Udgivet
    On Feature Diversity in Energy-based models. / Laakom, Firas; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    2021. Paper præsenteret ved International Conference on Learning Representations Workshop on Energy-Based Models, , Vienna.

    Publikation: Konferencebidrag › Paper › Forskning › peer review

  87. Udgivet
    Approximate Bayes factors for unit root testing. / Magris, Martin; Iosifidis, Alexandros.
    2021. Paper præsenteret ved International Association for Applied Econometrics Annual Conference 2021, Rotterdam, Holland.

    Publikation: Konferencebidrag › Paper › Forskning › peer review

  88. Udgivet
    Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. / Passalis, Nikolaos; Iosifidis, Alexandros; Gabbouj, Moncef et al.
    I: IEEE Transactions on Neural Networks and Learning Systems, Bind 32, Nr. 2, 02.2021, s. 925-930.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  89. Udgivet
    Multimodal Subspace Support Vector Data Description. / Sohrab, Fahad; Raitoharju, Jenni; Iosifidis, Alexandros et al.
    I: Pattern Recognition, Bind 110, 107648, 02.2021.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  90. Udgivet
    Supervised Domain Adaptation using Graph Embedding. / Hedegaard Morsing, Lukas; Sheikh-Omar, Omar Ali; Iosifidis, Alexandros.
    2021. Paper præsenteret ved 25th International Conference on Pattern Recognition, Milan, Italien.

    Publikation: Konferencebidrag › Paper › Forskning › peer review

  91. Udgivet
    Deep learning and computer vision will transform entomology. / Høye, Toke Thomas; Ärje, Johanna; Bjerge, Kim et al.
    I: Proceedings of the National Academy of Sciences, Bind 118, Nr. 2, e2002545117, 01.2021.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  93. Udgivet
    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. s. 1392-1396 9287340.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  94. Udgivet
    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. red. / Ann-Louise Andersen; Rasmus Andersen; Ditlev Brunoe; Maria Stoettrup Schioenning Larsen; Kjeld Nielsen; Alessia Napoleone; Stefan Kjeldgaard. Springer, 2021. s. 431-439 (Lecture Notes in Mechanical Engineering).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  95. Udgivet
    INTEL-TAU: A Color Constancy Dataset. / Laakom, Firas; Raitoharju, Jenni; Nikkanen, Jarno et al.
    I: IEEE Access, Bind 9, 9371681, 2021, s. 39560-39567.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

  96. Udgivet
    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). red. / C R Martin; M J Blas; A I Psijas. 2021. s. 1-2 (Simulation Series; Nr. 2, Bind 53).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Formidling

  97. Udgivet
    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.

    Publikation: Working paper/Preprint › Preprint

  98. Udgivet
    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). Bind 2021-June IEEE, 2021. s. 3220-3224.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  99. Udgivet
    Rethinking compactness in deep neural networks. / Chumachenko, Kateryna; Laakom, Firas; Raitoharju, Jenni et al.
    2021. Paper præsenteret ved International Conference on Machine Learning Workshop on Overparameterization.

    Publikation: Konferencebidrag › Paper › Forskning › peer review

  100. Udgivet
    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. IEEE, 2021. s. 7907-7914 9412091.

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  101. 2020
  102. Udgivet
    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. s. 2156-2161 9308440 (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

  103. Udgivet
    Class mean vector component and discriminant analysis. / Iosifidis, Alexandros.
    I: Pattern Recognition Letters, Bind 140, 12.2020, s. 207-213.

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review

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

    Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

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