Publikationen in Zusammenarbeit mit Forschern von Sejong University (18)

2024

  1. Big Data Analysis for Industrial Activity Recognition Using Attention-Inspired Sequential Temporal Convolution Network

    IEEE Transactions on Big Data

2023

  1. Modelling Electricity Consumption During the COVID19 Pandemic: Datasets, Models, Results and a Research Agenda

    Energy and Buildings, Vol. 294

  2. Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning

    IEEE Journal on Selected Topics in Signal Processing, Vol. 17, Núm. 3, pp. 575-586

2022

  1. Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data

    Future Generation Computer Systems, Vol. 129, pp. 286-297

2021

  1. An Efficient and Scalable Simulation Model for Autonomous Vehicles with Economical Hardware

    IEEE Transactions on Intelligent Transportation Systems, Vol. 22, Núm. 3, pp. 1718-1732

  2. Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions

    Neural Computing and Applications

  3. Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 32, Núm. 2, pp. 507-522

  4. Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions

    IEEE Transactions on Intelligent Transportation Systems, Vol. 22, Núm. 7, pp. 4316-4336

  5. DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments

    Expert Systems with Applications, Vol. 182

  6. Fuzzy Logic in Surveillance Big Video Data Analysis

    ACM Computing Surveys, Vol. 54, Núm. 3

  7. Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments

    IEEE Internet of Things Journal, Vol. 8, Núm. 12, pp. 9634-9644

  8. QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion

    Information Fusion, Vol. 76, pp. 24-35

2020

  1. A critical literature survey and prospects on tampering and anomaly detection in image data

    Applied Soft Computing, Vol. 97

  2. DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios

    IEEE Transactions on Industrial Informatics, Vol. 16, Núm. 9, pp. 5938-5947

  3. Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT

    IEEE Transactions on Industrial Informatics, Vol. 16, Núm. 4, pp. 2592-2602

  4. Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges

    Future Generation Computer Systems, Vol. 113, pp. 266-280

2019

  1. Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM

    IEEE Transactions on Industrial Electronics, Vol. 66, Núm. 12, pp. 9692-9702

  2. Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms

    2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings