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Publication search results
found 92 matches
- 2024
- Piotr Lechowicz, Aleksandra Knapinska, Adam Wlodarczyk, Krzysztof Walkowiak:
Traffic Weaver: semi-synthetic time-varying traffic generator based on averaged time series. CoRR abs/2403.11388 (2024) - 2023
- Danial Khosh Kholgh, Panos Kostakos:
PAC-GPT: A Novel Approach to Generating Synthetic Network Traffic With GPT-3. IEEE Access 11: 114936-114951 (2023) - Huajie Yang:
Assessing the Effects of New Light Rail Transit on Regional Traffic Congestion and Transit Ridership: A Synthetic Control Approach. IEEE Trans. Intell. Transp. Syst. 24(7): 7613-7620 (2023) - Jacob Soper, Yue Xu, Kien Nguyen, Ernest Foo, Zahra Jadidi:
A two-pass approach for minimising error in synthetically generated network traffic data sets. ACSW 2023: 18-27 - Tertsegha J. Anande, Mark S. Leeson:
Synthetic Network Traffic Data Generation and Classification of Advanced Persistent Threat Samples: A Case Study with GANs and XGBoost. DeLTA 2023: 1-18 - Joseph Bao, Murat Kantarcioglu, Yevgeniy Vorobeychik, Charles A. Kamhoua:
IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception. FLAIRS 2023 - Archana Nigam, Sanjay Srivastava:
Generating Realistic Synthetic Traffic Data using Conditional Tabular Generative Adversarial Networks for Intelligent Transportation Systems. ITSC 2023: 2881-2886 - Himanshu Pahadia, Duo Lu, Bharatesh Chakravarthi, Yezhou Yang:
SKoPe3D: A Synthetic Dataset for Vehicle Keypoint Perception in 3D from Traffic Monitoring Cameras. ITSC 2023: 4367-4372 - Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna:
SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN 2023: 1-9 - Alexandra Würth, Mickaël Binois, Paola Goatin:
Validation of Calibration Strategies for Macroscopic Traffic Flow Models on Synthetic Data. MT-ITS 2023: 1-6 - Artem Savkin, Rachid Ellouze, Nassir Navab, Federico Tombari:
Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs. CoRR abs/2303.08473 (2023) - Joseph Bao, Murat Kantarcioglu, Yevgeniy Vorobeychik, Charles A. Kamhoua:
IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception. CoRR abs/2305.00925 (2023) - Himanshu Pahadia, Duo Lu, Bharatesh Chakravarthi, Yezhou Yang:
SKoPe3D: A Synthetic Dataset for Vehicle Keypoint Perception in 3D from Traffic Monitoring Cameras. CoRR abs/2309.01324 (2023) - Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko:
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks. CoRR abs/2311.12534 (2023) - 2022
- Drake Cullen, James Halladay, Nathan Briner, Ram B. Basnet, Jeremy Bergen, Tenzin Doleck:
Evaluation of Synthetic Data Generation Techniques in the Domain of Anonymous Traffic Classification. IEEE Access 10: 129612-129625 (2022) - Chamara Madarasingha, Shashika Ranga Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna:
VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation. Comput. Networks 206: 108785 (2022) - Kun Zhu, Shuai Zhang, Jiusheng Li, Di Zhou, Hua Dai, Zeqian Hu:
Spatiotemporal multi-graph convolutional networks with synthetic data for traffic volume forecasting. Expert Syst. Appl. 187: 115992 (2022) - Christine Dewi, Rung-Ching Chen, Yan-Ting Liu, Shao-Kuo Tai:
Synthetic Data generation using DCGAN for improved traffic sign recognition. Neural Comput. Appl. 34(24): 21465-21480 (2022) - Jiangong Wang, Tianyu Shen, Yonglin Tian, Yutong Wang, Chao Gou, Xiao Wang, Fei Yao, Changyin Sun:
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection. IEEE Trans. Intell. Veh. 7(3): 441-455 (2022) - Christine Dewi, Rung-Ching Chen, Yan-Ting Liu:
Synthetic Traffic Sign Image Generation Applying Generative Adversarial Networks. Vietnam. J. Comput. Sci. 9(3): 333-348 (2022) - Shuvo Bardhan, Mitsuhiro Hatada:
Evaluation Framework for Netflow-based Network Anomaly Detection Systems using Synthetic Malicious Network Traffic. COMPSAC 2022: 1474-1480 - Thomas Stauner, Frédérik Blank, Michael Fürst, Johannes Günther, Korbinian Hagn, Philipp Heidenreich, Markus Huber, Bastian Knerr, Thomas Schulik, Karl-Ferdinand Leiß:
SynPeDS: A Synthetic Dataset for Pedestrian Detection in Urban Traffic Scenes. CSCS 2022: 2:1-2:10 - Diogo Lopes da Silva, António Ramires Fernandes:
Bridging the Gap between Real and Synthetic Traffic Sign Repositories. DeLTA 2022: 44-54 - Diogo Lopes da Silva, António Ramires Fernandes:
Traffic Sign Repositories: Bridging the Gap Between Real and Synthetic Data. DeLTA (Selected Papers) 2022: 56-77 - Santosh Kumar Nukavarapu, Mohammed Ayyat, Tamer Nadeem:
MirageNet - Towards a GAN-based Framework for Synthetic Network Traffic Generation. GLOBECOM 2022: 3089-3095 - Chao-Lun Wu, Yu-Ying Chen, Po-Yu Chou, Chih-Yu Wang:
Synthetic Traffic Generation with Wasserstein Generative Adversarial Networks. GLOBECOM 2022: 1503-1508 - Yafu Tian, Alexander Carballo, Ruifeng Li, Kazuya Takeda:
Real-to-Synthetic: Generating Simulator Friendly Traffic Scenes from Graph Representation. IV 2022: 1615-1622 - Daniel Kosmas, Christina Melander, Emily Singerhouse, Thomas C. Sharkey, Kayse Lee Maass, Kelle Barrick, Lauren Martin:
Generating Synthetic but Realistic Human Trafficking Networks for Modeling Disruptions through Transdisciplinary and Community-Based Action Research. CoRR abs/2203.01893 (2022) - 2021
- Christine Dewi, Rung-Ching Chen, Yan-Ting Liu, Xiaoyi Jiang, Kristoko Dwi Hartomo:
Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN. IEEE Access 9: 97228-97242 (2021) - Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 94: 76-86 (2021)
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