Communications in Computer and Information Science
SCOPUS (2007-2023)
1865-0937
1865-0929
Đức
Cơ quản chủ quản: Springer Science and Business Media Deutschland GmbH
Lĩnh vực:
Computer Science (miscellaneous)Mathematics (miscellaneous)
Các bài báo tiêu biểu
Robust Deep Reinforcement Learning for Extractive Legal Summarization
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Automatic summarization of legal texts is an important and still a challenging task since legal documents are often long and complicated with unusual structures and styles. Recent advances of deep models trained end-to-end with differentiable losses can...
Auto Machine Learning-Based Approach for Source Printer Identification
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This study investigates the applicability of the Auto Machine Learning-based approach (AutoML) for analyzing microscopic printed document images to attribute that document to its source printer. In this perspective, AutoML, a new rising star of machine learning in...
Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance
- Trang 130-148 - 2020
Advancements in machine learning have been applying deeply and widely in numerous fields. Especially, computer vision tasks for object detection in recent years have achieved great performances which are even better than human recognition ability. This work leverages...
Motion Vector Refinement Algorithm for the High Definition Video Coding
- Trang 357-363 - 2011
In H.264/AVC, simplified rate distortion optimisation (RDO) is performed to estimate the motion vector (MV). As a result, the estimated MV is often suboptimal since the residual bitrate is not considered, which results in the deterioration of the coding efficiency....
SDCANet: Enhancing Symptoms-Driven Disease Prediction with CNN-Attention Networks
- Trang 15-30 - 2024
Deep learning algorithms have revolutionized healthcare by improving patient outcomes, enhancing diagnostic accuracy, and advancing medical knowledge. In this paper, we propose an approach for symptom-based disease prediction based on understanding the intricate...
Monitoring Attendance and Checking School Uniforms Using YOLOv8
- Trang 200-207 - 2024
The performance of students is affected by various factors, including attendance tracking and school uniform checking. This study develops a system for automatically tracking student attendance and checking school uniforms using the pre-trained YOLOv8-based models....
Improving Document Image Understanding with Reinforcement Finetuning
- Trang 51-63 - 2023
Successful Artificial Intelligence systems often require numerous labeled data to extract information from document images. In this paper, we investigate the problem of improving the performance of Artificial Intelligence systems in understanding document images,...