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- research-articleJune 2024Best Paper
EDA-schema: A Graph Datamodel Schema and Open Dataset for Digital Design Automation
GLSVLSI '24: Proceedings of the Great Lakes Symposium on VLSI 2024June 2024, Pages 69–77https://doi.org/10.1145/3649476.3658718The growing complexity of very large-scale integrated (VLSI) circuits due to CMOS technology scaling has led to an increased interest in utilizing machine learning (ML) techniques for design automation. However, the lack of available datasets and ...
- research-articleJuly 2024
DistilKaggle: A Distilled Dataset of Kaggle Jupyter Notebooks
MSR '24: Proceedings of the 21st International Conference on Mining Software RepositoriesApril 2024, Pages 647–651https://doi.org/10.1145/3643991.3644882Jupyter notebooks have become indispensable tools for data analysis and processing in various domains. However, despite their widespread use, there is a notable research gap in understanding and analyzing the contents and code metrics of these notebooks. ...
- short-paperDecember 2023
Data and Resources Paper: A Multi-granularity Decade-Long Geo-Tagged Twitter Dataset for Spatial Computing
SIGSPATIAL '23: Proceedings of the 31st ACM International Conference on Advances in Geographic Information SystemsNovember 2023, Article No.: 104, Pages 1–4https://doi.org/10.1145/3589132.3625654This paper presents a publicly accessible large-scale geo-tagged Twitter dataset, comprising 95.8 million tweets from 247 countries, spanning from Jan. 2012 to Dec. 2021. To systematically extract this dataset from over 57.18 TB of raw tweets, we ...
- ArticleNovember 2023
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case
- Zhipeng Tan,
- Baifan Zhou,
- Zhuoxun Zheng,
- Ognjen Savkovic,
- Ziqi Huang,
- Irlan-Grangel Gonzalez,
- Ahmet Soylu,
- Evgeny Kharlamov
AbstractRecently there has been a series of studies in knowledge graph embedding (KGE), which attempts to learn the embeddings of the entities and relations as numerical vectors and mathematical mappings via machine learning (ML). However, there has been ...
- ArticleAugust 2023
MIDV-Holo: A Dataset for ID Document Hologram Detection in a Video Stream
- L. I. Koliaskina,
- E. V. Emelianova,
- D. V. Tropin,
- V. V. Popov,
- K. B. Bulatov,
- D. P. Nikolaev,
- V. V. Arlazarov
Document Analysis and Recognition - ICDAR 2023Aug 2023, Pages 486–503https://doi.org/10.1007/978-3-031-41682-8_30AbstractOne of the most important tasks related to identity document analysis is to verify its authenticity. A powerful family of security features of ID documents is optically variable devices, such as holograms. The development of computer vision ...
- research-articleJune 2023
SEPE Dataset: 8K Video Sequences and Images for Analysis and Development
MMSys '23: Proceedings of the 14th ACM Multimedia Systems ConferenceJune 2023, Pages 463–468https://doi.org/10.1145/3587819.3592560This paper provides an overview of our open (Software Engineering Practice and Education) SEPE 8K dataset which is made of 40 different 8K (8192 x 4320) video sequences and 40 variant 8K (8192 x 5464) images. The video sequences were captured at a ...
- research-articleDecember 2023
Construction of a dynamic network for retinal vessel segmentation based on computer vision
Journal of Computational Methods in Sciences and Engineering (JOCMSE), Volume 23, Issue 62023, Pages 3375–3389https://doi.org/10.3233/JCM-237110This paper is focused on the field of computer vision in order to investigate the presentation properties of retinal blood vessels. Combining the structure of convolutional neural networks, activation functions, and common metrics in semantic ...
- research-articleSeptember 2022
AppClassNet: a commercial-grade dataset for application identification research
ACM SIGCOMM Computer Communication Review (SIGCOMM-CCR), Volume 52, Issue 3July 2022, Pages 19–27https://doi.org/10.1145/3561954.3561958The recent success of Artificial Intelligence (AI) is rooted into several concomitant factors, namely theoretical progress coupled with abundance of data and computing power. Large companies can take advantage of a deluge of data, typically withhold from ...
- research-articleAugust 2022
VCD: video complexity dataset
MMSys '22: Proceedings of the 13th ACM Multimedia Systems ConferenceJune 2022, Pages 234–239https://doi.org/10.1145/3524273.3532892This paper provides an overview of the open Video Complexity Dataset (VCD) which comprises 500 Ultra High Definition (UHD) resolution test video sequences. These sequences are provided at 24 frames per second (fps) and stored online in losslessly ...
- research-articleApril 2022
Air2Land: A deep learning dataset for unmanned aerial vehicle autolanding from air to land
IET Cyber-Systems and Robotics (CSY2), Volume 4, Issue 2June 2022, Pages 77–85https://doi.org/10.1049/csy2.12045AbstractIn this paper, a novel deep learning dataset, called Air2Land, is presented for advancing the state‐of‐the‐art object detection and pose estimation in the context of one fixed‐wing unmanned aerial vehicle autolanding scenarios. It bridges vision ...
- research-articleJune 2021
- research-articleNovember 2020
An Open Dataset of Operational Mobile Networks
- Ali Safari Khatouni,
- Martino Trevisan,
- Danilo Giordano,
- Mohammad Rajiullah,
- Stefan Alfredsson,
- Anna Brunstrom,
- Cise Midoglu,
- Özgü Alay
MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless AccessNovember 2020, Pages 83–90https://doi.org/10.1145/3416012.3424619Mobile networks have become ubiquitous and the primary means to access the Internet, and the traffic they generate has rapidly increased over the last years. The technology and service diversity in mobile networks call for extensive and accurate ...
UVG dataset: 50/120fps 4K sequences for video codec analysis and development
MMSys '20: Proceedings of the 11th ACM Multimedia Systems ConferenceMay 2020, Pages 297–302https://doi.org/10.1145/3339825.3394937This paper provides an overview of our open Ultra Video Group (UVG) dataset that is composed of 16 versatile 4K (3840×2160) test video sequences. These natural sequences were captured either at 50 or 120 frames per second (fps) and stored online in raw ...
- research-articleJune 2019
ACN-Data: Analysis and Applications of an Open EV Charging Dataset
e-Energy '19: Proceedings of the Tenth ACM International Conference on Future Energy SystemsJune 2019, Pages 139–149https://doi.org/10.1145/3307772.3328313We are releasing ACN-Data, a dynamic dataset of workplace EV charging which currently includes over 30,000 sessions with more added daily. In this paper we describe the dataset, as well as some interesting user behavior it exhibits. To demonstrate the ...
- short-paperMay 2018
Public git archive: a big code dataset for all
MSR '18: Proceedings of the 15th International Conference on Mining Software RepositoriesMay 2018, Pages 34–37https://doi.org/10.1145/3196398.3196464The number of open source software projects has been growing exponentially. The major online software repository host, GitHub, has accumulated tens of millions of publicly available Git version-controlled repositories. Although the research potential ...
- research-articleMay 2018
SOTorrent: reconstructing and analyzing the evolution of stack overflow posts
MSR '18: Proceedings of the 15th International Conference on Mining Software RepositoriesMay 2018, Pages 319–330https://doi.org/10.1145/3196398.3196430Stack Overflow (SO) is the most popular question-and-answer website for software developers, providing a large amount of code snippets and free-form text on a wide variety of topics. Like other software artifacts, questions and answers on SO evolve over ...